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| Author | SHA1 | Date | |
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 yuxuanhui
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5d7c31810e | ||
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yuxuanhui
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yuxuanhui
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@@ -0,0 +1,16 @@
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# 新增 MCP 研究模板工具
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Status: ready-for-agent
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Type: task
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Resolution: implemented
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实现 create_research_template、research:write 权限、MCP Key 选项、能力声明与接入文档，复用现有模板资产和幂等机制。验收见 ../spec.md。
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## Comments
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- 已确认当前工作区存在研究删除及知识库相关改动；本任务不修改这些文件。
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- 已实现 create_research_template、独立 research:write 权限和网页 Key 选项，保存模板及固定来源证据，返回模板工坊入口；无迁移，无内部模型调用或回测启动。
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- 验证：新增模板专项测试 11 项通过；后端全量 376 项通过、1 项失败。失败为 tests/test_api.py:204 的 PnL 空缓存旧断言（缺少 series=[]），在干净 HEAD 03a6654 快照单独复跑同样失败，未改动该既有问题。
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- uv run ruff check app tests、pnpm build、MCP Key 浏览器测试通过；构建保留第三方 lottie eval 和包体积警告。
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- 独立只读审查 template_review 已完成，未发现可确认的权限、幂等原子性、队列唤醒、来源快照或展开兼容缺陷。
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- 未部署、未签发实际 Key、未执行真实平台回测。
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@@ -0,0 +1,9 @@
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# MCP 研究模板沉淀
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外部大模型读取研究结果后自行总结参数化模板，通过 `create_research_template` 保存到现有模板工坊。服务端不再次调用模型，不展开实验、不启动回测。
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输入复用 TemplateSpec，另需研究假设、1–20 个已完成采集并持久化的来源回测候选 ID、幂等键，可附外部研究引用。服务端读取来源表达式、设置、指标和全部非通过检查摘要作为固定证据；不把完成或保存当作策略成功、检查通过或全部参数组合已验证。返回模板 ID、固定版本、理论组合数和模板工坊链接。后续批量回测继续使用现有固定输入、展开及确认流程。
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新建专用 `research:write` 权限，仅允许新增模板；旧 Key 的权限不扩张。重用账户锁、ResearchRequest、ResearchAsset/ResearchRevision 和 MCPAudit，无数据库迁移。相同键与内容重放原响应，不同内容拒绝；同名模板拒绝，不覆盖现有版本。失败事务不占用幂等键，不保留资产。
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验证覆盖 SDK HTTP 工具发现和调用、权限过滤与拒绝、参数/来源错误、同名冲突、幂等/并发/重新实例化重放、固定来源证据、网页资产读取和候选展开兼容、无模型调用和新回测。运行项目后端检查及前端类型检查。
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@@ -0,0 +1,14 @@
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# 研究素材和 Alpha 变体删除
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Type: task
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Status: resolved
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为模板工坊、特征工程、Alpha 变体的列表和详情补齐删除操作。沿用素材软删除，生成记录新增软删除标记；移出列表时保留不可变候选、历史版本、回测和来源引用。删除需要页面确认，素材删除使用当前版本防止覆盖并发修改；删除后刷新列表并修正空页。
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验证：删除/取消/冲突、历史引用保留、列表总数与分页、后端测试及静态检查、前端构建和浏览器交互。只使用隔离测试数据，不删除实际研究数据、不部署。
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## Answer
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已实现素材与生成记录的列表、详情删除和确认，删除后清理当前选择并刷新/修正分页。素材删除与保存均拒绝已删除状态及过期版本；生成记录不可变，重复删除幂等。删除仅移出日常列表，明确引用的历史版本仍可供来源追溯、复用和已授权运行使用，不取消已有回测。
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验证：`uv run ruff check app tests` 通过；研究删除、工作空间、结果、流水线、QuantFlow 相关后端测试 82 passed；前端 `pnpm build` 通过（已有 lottie-web eval 和大包提示）。现有 research-outcomes / research-flows / quantflow 浏览器回归 3 passed。另用 Playwright CLI 和隔离合成库实测三处列表/详情删除、取消、26→25→24 总数、最后一页自动回退、模板并发删除 409 与未保存草稿保留；已查看 `output/playwright/research-delete-confirm.png`。
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新增迁移 `0014`：隔离 SQLite 上升级、降级、再升级及旧记录保留已验证。Docker 服务未运行，未做 PostgreSQL 实例迁移实测。未部署、未迁移正式数据库、未删除真实数据。
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@@ -0,0 +1,23 @@
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# 统一业务表格为 Semi Table
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Type: task
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Status: ready-for-agent
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Progress: completed
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## Scope
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将 11 个文件内的 13 处原生业务表格替换为项目已安装的 Semi 2.103.0 Table。保留筛选、分页、操作、候选选择和详情联动；删除按钮继续仅显示“删除”。AI Markdown 内容的渲染器保持原样。
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## Validation
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运行前端构建与现有浏览器回归，并补充关键表格、空状态和滚动的浏览器核验。
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## Result
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13 处业务表格全部改用 Semi Table，移除原生表格的样式覆盖和外置空提示。保留外部分页、稳定行标识和单元格操作；研究列表及首页使用原生 sticky 表头。
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验证：`pnpm build` 通过，`pnpm test` 28 项全部通过，`git diff --check` 通过。静态检索 `frontend/src` 未发现手写 table/thead/tbody/tr/td/th。
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隔离浏览器补充核验通过：模板表头滚动保持位置；26 条跨页显示，取消删除保留数据，删除第 2 页唯一条目后回到第 1 页显示 25 条；筛选空状态无重复；390px 横向滚动和页面宽度正常。首页 6 条 Pyramid 数据及筛选、算子详情联动、AI Alpha 结果 5 个 Semi Table 和窄屏宽度均通过。
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构建保留第三方 lottie-web eval 与大 bundle 提示，未影响构建成功。未部署或提交。截图位于 `output/playwright/semi-*.png`。
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@@ -11,7 +11,7 @@ from sqlalchemy import select
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from ..models import Account, Admin, MCPToken, now
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from ..security import token_hash
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SCOPES = frozenset({"research:read", "research:refresh", "backtests:execute", "backtests:control"})
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SCOPES = frozenset({"research:read", "research:refresh", "research:write", "backtests:execute", "backtests:control"})
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@dataclass(frozen=True)
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@@ -21,6 +21,7 @@ from ..research_access.service import ResearchAccess, ResearchError
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# Name, schema, business method, required scope, description. No generic arbitrary HTTP tool.
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TOOLS = {
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"create_research_template": (c.CreateTemplate, "create_template", "research:write", "将调用方大模型研究后自行总结的参数化模板保存到模板工坊，供用户后续批量回测。先用 get_backtest_results 阅读实际指标和检查，选择 1–20 个已完成采集的 source_item_ids，并说明 hypothesis；不要把 completed 当作检查通过。template 使用 {name} 占位符及逐一对应的 variables，字段变量须声明 MATRIX/VECTOR/GROUP，VECTOR 聚合须明确写入表达式。提供唯一名称和 idempotency_key，可附 reference。返回模板 ID、版本和理论组合数；仅核验结构及来源，不验证所有参数组合，不再次调用模型、不执行回测、不覆盖已有模板。"),
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"get_submission_check": (c.SelfCorrelationReference, "submission_check_context", "research:read", "读取已导入 Alpha 的表达式、Description、snapshot 和缓存检查结果；不发起检查。先核对或生成三段 Description，再调用 check_submission。"),
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"check_submission": (c.SubmissionCheck, "check_submission", "research:refresh", "对单个待提交 Alpha 写回已获用户授权的 Description 并调用平台 GET /check，返回 job_id。须先用 get_submission_check 获取 snapshot；保留本地自相关门槛和冲突保护。通过 get_refresh_job 查进度、get_submission_check 读结果。无论检查结果如何，都不会调用 /submit 或正式提交 Alpha。"),
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"get_worldquant_connection": (c.ConnectionReference, "connection", "research:read", "读取 WorldQuant 连接状态及可选认证 job_id 的进度，不发起认证；人工验证在网页完成。"),
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@@ -69,7 +70,7 @@ class MCPResearchServer:
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return types.ListToolsResult(tools=[types.Tool(name=name, description=description,
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inputSchema=schema.model_json_schema(), annotations=types.ToolAnnotations(
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readOnlyHint=scope == "research:read", destructiveHint=method == "control",
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idempotentHint=method in {"submit", "control"} or scope == "research:read",
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idempotentHint=method in {"submit", "control", "create_template"} or scope == "research:read",
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openWorldHint=method in {"refresh", "submit", "metadata", "check_self_correlation", "check_submission", "authenticate"}))
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for name, (schema, method, scope, description) in TOOLS.items()
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if scope in principal.scopes and "research:read" in principal.scopes])
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@@ -123,7 +124,7 @@ class MCPResearchServer:
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data = {"error": ResearchError(code, "研究操作失败；可使用原幂等键重试或查询历史", retryable=True).data}
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db.add(MCPAudit(id=str(uuid4()), token_id=principal.token_id, tool=name,
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request_id=fingerprint({"request_id": request_id}), input_digest=digest,
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business_id=data.get("backtest_run_id", data.get("job_id")),
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business_id=data.get("backtest_run_id", data.get("job_id", data.get("template_id"))),
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result_code=code, elapsed_ms=int((time.monotonic()-started)*1000)))
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if not error:
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if access.wake == "backtests":
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@@ -8,7 +8,7 @@ from sqlalchemy import func, select
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from ..models import Account, MCPToken, now
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from ..security import require_auth
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from .auth import create_token
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from .auth import SCOPES, create_token
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router = APIRouter(prefix="/api/v1/mcp-tokens", tags=["mcp-tokens"], dependencies=[Depends(require_auth)])
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@@ -17,7 +17,7 @@ class TokenInput(BaseModel):
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model_config = ConfigDict(extra="forbid")
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name: str = Field(min_length=1, max_length=100)
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days: int = Field(default=90, ge=1, le=365, strict=True)
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scopes: list[str] = Field(default_factory=lambda: ["research:read"], max_length=4)
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scopes: list[str] = Field(default_factory=lambda: ["research:read"], max_length=len(SCOPES))
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def token_output(row, account):
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@@ -13,6 +13,7 @@ from sqlalchemy import (
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String,
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Text,
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UniqueConstraint,
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false,
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)
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from sqlalchemy.orm import DeclarativeBase, Mapped, mapped_column
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@@ -443,6 +444,7 @@ class ResearchExperiment(Base):
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id: Mapped[str] = mapped_column(String(36), primary_key=True)
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name: Mapped[str] = mapped_column(String(200))
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kind: Mapped[str] = mapped_column(String(30), index=True)
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archived: Mapped[bool] = mapped_column(Boolean, default=False, server_default=false())
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hypothesis: Mapped[str] = mapped_column(Text)
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inputs: Mapped[list] = mapped_column(JSON)
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parents: Mapped[list] = mapped_column(JSON)
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@@ -76,11 +76,12 @@ class Assets:
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ResearchAsset.id == asset_id,
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ResearchAsset.version == body.version,
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ResearchAsset.kind == body.kind,
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ResearchAsset.archived.is_(False),
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)
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.values(version=body.version + 1, name=content["name"], updated_at=now())
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)
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if changed.rowcount != 1:
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raise HTTPException(409, "素材已变化，保留草稿并读取最新版本")
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raise HTTPException(409, "素材已变化或已删除，保留草稿并读取最新版本")
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version = body.version + 1
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else:
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asset_id, version = uid(), 1
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@@ -100,11 +101,15 @@ class Assets:
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async def archive(self, asset_id, version):
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result = await self.db.execute(
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update(ResearchAsset)
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.where(ResearchAsset.id == asset_id, ResearchAsset.version == version)
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.where(
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ResearchAsset.id == asset_id,
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ResearchAsset.version == version,
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ResearchAsset.archived.is_(False),
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)
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.values(archived=True, version=ResearchAsset.version + 1, updated_at=now())
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)
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if result.rowcount != 1:
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raise HTTPException(409, "素材已变化或不存在")
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raise HTTPException(409, "素材已变化、已删除或不存在，请刷新后重试")
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# Archiving is itself a revision; old references remain resolvable.
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previous = await self.db.get(ResearchRevision, (asset_id, version))
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self.db.add(
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@@ -5,7 +5,7 @@ import json
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from collections import defaultdict
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from fastapi import HTTPException
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from sqlalchemy import func, select
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from sqlalchemy import func, select, update
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from ..backtests.contracts import Candidate, DraftInput, PreviewInput, SimulationSettings, Source
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from ..backtests.service import Backtests, uid
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@@ -243,6 +243,7 @@ class Experiments:
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"id",
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"name",
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"kind",
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"archived",
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"hypothesis",
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"inputs",
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"parents",
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@@ -256,7 +257,7 @@ class Experiments:
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)
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async def list(self, kind=None, limit=25, offset=0):
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query = select(ResearchExperiment)
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query = select(ResearchExperiment).where(ResearchExperiment.archived.is_(False))
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if kind:
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query = query.where(ResearchExperiment.kind == kind)
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total = await self.db.scalar(select(func.count()).select_from(query.subquery()))
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@@ -281,6 +282,19 @@ class Experiments:
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}
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)
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async def archive(self, experiment_id):
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"""Hide an immutable experiment; backtests and lineage must still resolve it.
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Returns an acknowledgement, or raises HTTP 404 for an unknown ID. Repeated
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deletion is idempotent because candidate contents cannot change.
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"""
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result = await self.db.execute(
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update(ResearchExperiment).where(ResearchExperiment.id == experiment_id).values(archived=True)
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)
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if result.rowcount != 1:
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raise HTTPException(404, "研究实验不存在")
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return {"ok": True}
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async def preview(self, experiment_id, candidate_ids=None, source_kind=None, reference=None):
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experiment = await self.get(experiment_id)
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candidates = experiment["candidates"]
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@@ -143,6 +143,12 @@ async def experiment(experiment_id: str, request: Request):
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return await Experiments(db).get(experiment_id)
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@router.delete("/experiments/{experiment_id}")
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async def archive_experiment(experiment_id: str, request: Request):
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async with request.app.state.sessions.begin() as db:
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return await Experiments(db).archive(experiment_id)
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@router.post("/experiments/{experiment_id}/preview", status_code=201)
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async def preview(experiment_id: str, body: ExperimentPreview, request: Request):
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async with request.app.state.sessions.begin() as db:
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@@ -7,6 +7,7 @@ from pydantic import Field, model_validator
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from ..backtests.contracts import Candidate, SimulationSettings
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from ..catalog.contracts import CatalogFilters, Scope
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from ..research.workspace_contracts import TemplateSpec
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from ..schemas import Contract
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Identifier = Annotated[str, Field(min_length=1, max_length=100)]
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@@ -74,6 +75,26 @@ class Control(Contract):
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idempotency_key: Identifier
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class CreateTemplate(Contract):
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template: TemplateSpec
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hypothesis: str = Field(min_length=1, max_length=10000)
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source_item_ids: list[RunId] = Field(min_length=1, max_length=20)
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reference: str | None = Field(default=None, max_length=200)
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idempotency_key: Identifier
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@model_validator(mode="after")
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def research_template(self):
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self.template.name = self.template.name.strip()
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self.hypothesis = self.hypothesis.strip()
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if not self.template.name or not self.hypothesis or not self.template.expression.strip():
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raise ValueError("模板名称、表达式和研究假设不能为空")
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if self.template.category != "template":
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raise ValueError("此工具仅创建完整模板，不保存表达式片段")
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if len(set(self.source_item_ids)) != len(self.source_item_ids):
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raise ValueError("来源候选 ID 不能重复")
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return self
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class CatalogSearch(Contract):
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filters: CatalogFilters
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dataset_id: str | None = Field(default=None, min_length=1, max_length=200)
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@@ -53,6 +53,12 @@ class ResearchAccess:
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"confirmation": "调用者须已获本批执行授权；直接提交后返回稳定运行 ID",
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"duplicate_policies": ["reject", "rerun"], "permissions": sorted(self.principal.scopes),
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"metadata_only": True, "actual_platform_allowance": None,
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"templates": {
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"create_with": "create_research_template", "required_scope": "research:write",
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"authored_by": "caller", "max_source_items": 20,
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"source_items_with": "get_backtest_results", "starts_backtests": False,
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"web_url": f"{self.public_origin}/#templates",
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},
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"submission_check": {
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"check_with": "check_submission", "read_with": "get_submission_check",
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"job_with": "get_refresh_job", "max_targets": 1,
|
||||
@@ -220,6 +226,18 @@ class ResearchAccess:
|
||||
async def history(self, args):
|
||||
return await self.evidence.history(args)
|
||||
|
||||
async def create_template(self, args):
|
||||
"""Persist the caller's template and evidence without model or queue execution."""
|
||||
from .templates import create_template
|
||||
|
||||
previous, digest = await self.previous("create_research_template", args)
|
||||
if previous:
|
||||
return previous.response
|
||||
result = await create_template(self.db, args, self.principal)
|
||||
result["web_url"] = f"{self.public_origin}/#templates"
|
||||
return await self.remember("create_research_template", args, digest, result,
|
||||
business_id=result["template_id"])
|
||||
|
||||
async def previous(self, operation, args):
|
||||
# PostgreSQL row lock is shared with HTTP start and catalog/job creation.
|
||||
account = await self.db.scalar(select(Account).where(Account.id == self.principal.account_id).with_for_update())
|
||||
@@ -233,13 +251,13 @@ class ResearchAccess:
|
||||
raise ResearchError("IDEMPOTENCY_CONFLICT", "幂等键已用于不同内容")
|
||||
return row, digest
|
||||
|
||||
async def remember(self, operation, args, digest, result):
|
||||
async def remember(self, operation, args, digest, result, *, business_id, wake=None):
|
||||
result["_meta"] = {"schema_version": 1, "observed_at": now().isoformat(), "source": "system"}
|
||||
self.db.add(ResearchRequest(id=str(uuid4()), account_id=self.principal.account_id,
|
||||
operation=operation, idempotency_key=args.idempotency_key, digest=digest,
|
||||
business_id=result["backtest_run_id"], response=encode_snapshot(result)))
|
||||
business_id=business_id, response=encode_snapshot(result)))
|
||||
await self.db.flush()
|
||||
self.wake = "backtests"
|
||||
self.wake = wake
|
||||
return result
|
||||
|
||||
async def validate_settings(self, candidates):
|
||||
@@ -286,7 +304,8 @@ class ResearchAccess:
|
||||
result = {**result, "input_digest": digest, "batch_count": preview["batch_count"],
|
||||
"duplicates": {"within_batch": within, "historical_matches": history["total"]},
|
||||
"validation": validation, "web_url": self.run_url(result["backtest_run_id"])}
|
||||
return await self.remember("submit_backtests", args, digest, result)
|
||||
return await self.remember("submit_backtests", args, digest, result,
|
||||
business_id=result["backtest_run_id"], wake="backtests")
|
||||
|
||||
async def run(self, args):
|
||||
result = await self.backtests.run(args.run_id)
|
||||
@@ -325,4 +344,5 @@ class ResearchAccess:
|
||||
"indefinite_account_block_cleared": args.action == "resume" and bool(before["scheduler"]["blocked_reason"])
|
||||
and before["scheduler"]["blocked_until"] is None,
|
||||
"note": "暂停/停止仅阻止后续提交；已提交模拟继续采集。recover 不重新提交。"}
|
||||
return await self.remember("control_backtest", args, digest, result)
|
||||
return await self.remember("control_backtest", args, digest, result,
|
||||
business_id=result["backtest_run_id"], wake="backtests")
|
||||
|
||||
@@ -0,0 +1,60 @@
|
||||
"""Persist caller-authored templates with frozen local research evidence."""
|
||||
|
||||
import math
|
||||
|
||||
from sqlalchemy import select
|
||||
|
||||
from ..models import BacktestItem, BacktestResult, ResearchAsset
|
||||
from ..research.assets import Assets
|
||||
from ..research.workspace_contracts import AssetWrite
|
||||
from .queries import item_summary
|
||||
|
||||
|
||||
async def create_template(db, args, principal):
|
||||
"""Save a new asset inside the caller's account-locked, idempotent transaction.
|
||||
|
||||
Args contain the external model's TemplateSpec and local source item IDs.
|
||||
Return the versioned asset and theoretical combination count. Raise
|
||||
ResearchError for name conflicts or missing/incomplete research evidence.
|
||||
Stored evidence proves provenance, not profitability or platform eligibility;
|
||||
schema validation does not validate every expanded FASTEXPR combination.
|
||||
"""
|
||||
from .service import ResearchError
|
||||
|
||||
existing = await db.scalar(select(ResearchAsset).where(
|
||||
ResearchAsset.kind == "template", ResearchAsset.name == args.template.name,
|
||||
).order_by(ResearchAsset.id).limit(1))
|
||||
if existing:
|
||||
raise ResearchError("TEMPLATE_NAME_CONFLICT", "模板名称已存在，请使用新名称；此工具不覆盖已有模板",
|
||||
affected_items=[{"template_id": existing.id, "version": existing.version}])
|
||||
rows = (await db.execute(select(BacktestItem, BacktestResult).outerjoin(
|
||||
BacktestResult, BacktestResult.item_id == BacktestItem.id,
|
||||
).where(BacktestItem.id.in_(args.source_item_ids)))).all()
|
||||
found = {item.id: (item, result) for item, result in rows}
|
||||
missing = [item_id for item_id in args.source_item_ids if item_id not in found]
|
||||
if missing:
|
||||
raise ResearchError("NOT_FOUND", "部分来源回测候选不存在", affected_items=missing)
|
||||
incomplete = [item.id for item, result in rows if (
|
||||
item.platform_status != "completed" or item.collection_status != "complete"
|
||||
or item.persistence_status != "saved" or not result or not result.complete
|
||||
)]
|
||||
if incomplete:
|
||||
raise ResearchError("SOURCE_NOT_READY", "来源候选须完成回测、结果采集和持久化，请先读取 get_backtest_results",
|
||||
affected_items=sorted(incomplete))
|
||||
provenance = {
|
||||
"source": {"kind": "mcp", "reference": args.reference},
|
||||
"hypothesis": args.hypothesis,
|
||||
"mcp_token_id": principal.token_id,
|
||||
"admin_id": principal.admin_id,
|
||||
"source_items": [item_summary(*found[item_id]) for item_id in args.source_item_ids],
|
||||
}
|
||||
asset = await Assets(db).save(AssetWrite(
|
||||
kind="template", content=args.template.model_dump(mode="json"),
|
||||
), provenance=provenance)
|
||||
return {
|
||||
**asset, "template_id": asset["id"],
|
||||
"combination_count": str(math.prod(len(v.values) for v in args.template.variables.values())),
|
||||
"validation": {"structure": "valid", "source_evidence": "recorded",
|
||||
"expanded_candidates": "not_validated", "platform_semantics": "unknown"},
|
||||
"next_step": "在模板工坊选择固定输入及模拟设置，展开并核验候选，再确认批量回测。",
|
||||
}
|
||||
@@ -0,0 +1,20 @@
|
||||
"""Hide deleted research experiments while preserving candidate and source history."""
|
||||
|
||||
import sqlalchemy as sa
|
||||
from alembic import op
|
||||
|
||||
revision = "0014"
|
||||
down_revision = "0013"
|
||||
branch_labels = None
|
||||
depends_on = None
|
||||
|
||||
|
||||
def upgrade():
|
||||
op.add_column(
|
||||
"research_experiments",
|
||||
sa.Column("archived", sa.Boolean(), nullable=False, server_default=sa.false()),
|
||||
)
|
||||
|
||||
|
||||
def downgrade():
|
||||
op.drop_column("research_experiments", "archived")
|
||||
@@ -162,7 +162,7 @@ async def test_official_sdk_client_and_error_contract(mcp_app):
|
||||
async with ClientSession(streams[0], streams[1]) as client:
|
||||
await client.initialize()
|
||||
listed = await client.list_tools()
|
||||
assert len(listed.tools) == 17
|
||||
assert len(listed.tools) == 18
|
||||
caps = await client.call_tool("get_research_capabilities", {})
|
||||
assert caps.structured_content["max_candidates"] == 100
|
||||
result = await client.call_tool("submit_backtests", submission())
|
||||
|
||||
@@ -0,0 +1,238 @@
|
||||
"""External-model templates share the real asset/expansion path, using synthetic research."""
|
||||
|
||||
import asyncio
|
||||
import json
|
||||
from copy import deepcopy
|
||||
from unittest.mock import Mock
|
||||
|
||||
import httpx
|
||||
import httpx2
|
||||
import pytest
|
||||
from mcp import ClientSession
|
||||
from mcp.client.streamable_http import streamable_http_client
|
||||
from sqlalchemy import func, select
|
||||
|
||||
from app.mcp_api.auth import SCOPES, authenticate
|
||||
from app.mcp_api.server import MCPResearchServer
|
||||
from app.models import (
|
||||
Account,
|
||||
BacktestItem,
|
||||
BacktestResult,
|
||||
BacktestRun,
|
||||
Job,
|
||||
MCPAudit,
|
||||
ResearchAsset,
|
||||
ResearchRequest,
|
||||
ResearchRevision,
|
||||
)
|
||||
from tests.test_backtests import candidate, execute
|
||||
from tests.test_mcp import ENDPOINT, credentials, invoke, submission
|
||||
from tests.test_mcp import mcp_app as mcp_app_fixture
|
||||
from tests.test_research_workspace import catalog as catalog_fixture
|
||||
from tests.test_research_workspace import research_input as research_input_fixture
|
||||
|
||||
mcp_test_app = mcp_app_fixture
|
||||
catalog = catalog_fixture
|
||||
research_input = research_input_fixture
|
||||
TOOL = "create_research_template"
|
||||
|
||||
|
||||
@pytest.fixture
|
||||
async def app(mcp_test_app):
|
||||
# The catalog fixture connects this same synthetic account; keep its email consistent.
|
||||
async with mcp_test_app.state.sessions.begin() as db:
|
||||
(await db.get(Account, 1)).email = "test@example.com"
|
||||
return mcp_test_app
|
||||
|
||||
|
||||
def template_request(item_id):
|
||||
return {
|
||||
"template": {
|
||||
"name": "研究后的字段排序模板",
|
||||
"description": "比较相同类型字段及偏移参数，检验研究假设的稳定性。",
|
||||
"expression": "rank({field}) + {offset}",
|
||||
"variables": {
|
||||
"field": {"kind": "field", "field_type": "MATRIX", "values": ["TEST_FIN_001", "TEST_FIN_002"]},
|
||||
"offset": {"kind": "integer", "values": [0, 1, 5]},
|
||||
},
|
||||
},
|
||||
"hypothesis": "来源结果值得进一步检验，字段替换和参数组合仍需独立回测。",
|
||||
"source_item_ids": [item_id],
|
||||
"reference": "synthetic-research-round-1",
|
||||
"idempotency_key": "template-1",
|
||||
}
|
||||
|
||||
|
||||
@pytest.fixture
|
||||
async def completed_source(app):
|
||||
principal, _ = await credentials(app)
|
||||
run = await invoke(app, principal, "submit_backtests", submission(items=[
|
||||
candidate() | {"expression": "rank(TEST_FIN_001) + 0"},
|
||||
]))
|
||||
await execute(app, app.state.runner.backtests, run["backtest_run_id"])
|
||||
result = await invoke(app, principal, "get_backtest_results", {"run_id": run["backtest_run_id"]})
|
||||
item_id = result["items"][0]["id"]
|
||||
async with app.state.sessions.begin() as db:
|
||||
row = await db.get(BacktestResult, item_id)
|
||||
row.snapshot = {**row.snapshot, "is": {"sharpe": 1.9, "fitness": 0.9, "checks": [
|
||||
{"name": "LOW_FITNESS", "result": "FAIL"}, {"name": "FUTURE_CHECK", "result": "NEW_STATUS"},
|
||||
]}}
|
||||
result = await invoke(app, principal, "get_backtest_results", {"run_id": run["backtest_run_id"]})
|
||||
return result["items"][0]
|
||||
|
||||
|
||||
async def test_sdk_template_creation_frozen_evidence_and_web_expansion(app, logged_in, completed_source, research_input, monkeypatch):
|
||||
principal, secret = await credentials(app, {"research:read", "research:write"})
|
||||
body = template_request(completed_source["id"])
|
||||
async with app.state.sessions() as db:
|
||||
job_count = await db.scalar(select(func.count()).select_from(Job))
|
||||
factory = Mock(side_effect=AssertionError("Template persistence must not call a model"))
|
||||
monkeypatch.setattr(app.state.ai, "model_factory", factory)
|
||||
app.state.runner.wake.clear()
|
||||
app.state.runner.backtests.wake.clear()
|
||||
async with httpx2.AsyncClient(transport=httpx2.ASGITransport(app=app),
|
||||
headers={"Authorization": f"Bearer {secret}"}) as http:
|
||||
async with streamable_http_client("http://testserver/api/v1/mcp/", http_client=http) as streams:
|
||||
async with ClientSession(streams[0], streams[1]) as client:
|
||||
await client.initialize()
|
||||
listed = {tool.name: tool for tool in (await client.list_tools()).tools}
|
||||
tool = listed[TOOL]
|
||||
assert "submit_backtests" not in listed
|
||||
assert not tool.annotations.read_only_hint and not tool.annotations.destructive_hint
|
||||
assert tool.annotations.idempotent_hint and not tool.annotations.open_world_hint
|
||||
assert {"template", "hypothesis", "source_item_ids", "idempotency_key"} <= set(tool.input_schema["required"])
|
||||
assert tool.input_schema["additionalProperties"] is False
|
||||
caps = await client.call_tool("get_research_capabilities", {})
|
||||
assert caps.structured_content["templates"]["create_with"] == TOOL
|
||||
result = await client.call_tool(TOOL, body)
|
||||
assert not result.is_error, result
|
||||
saved = result.structured_content
|
||||
assert json.loads(result.content[0].text) == saved
|
||||
assert saved["id"] == saved["template_id"] and saved["version"] == 1
|
||||
assert saved["combination_count"] == "6" and saved["web_url"] == "http://testserver/#templates"
|
||||
assert saved["validation"]["expanded_candidates"] == "not_validated"
|
||||
assert saved["provenance"]["source"] == {"kind": "mcp", "reference": body["reference"]}
|
||||
assert saved["provenance"]["hypothesis"] == body["hypothesis"]
|
||||
assert saved["provenance"]["source_items"] == [completed_source]
|
||||
factory.assert_not_called()
|
||||
assert not app.state.runner.wake.is_set() and not app.state.runner.backtests.wake.is_set()
|
||||
async with app.state.sessions.begin() as db:
|
||||
audit = await db.scalar(select(MCPAudit).where(MCPAudit.tool == TOOL))
|
||||
assert audit.business_id == saved["id"] and audit.result_code == "OK"
|
||||
assert secret not in json.dumps(audit.__dict__, default=str)
|
||||
row = await db.get(BacktestResult, completed_source["id"])
|
||||
row.snapshot = {**row.snapshot, "is": {"sharpe": 999}}
|
||||
# The browser reads the same library; later source changes do not rewrite the saved evidence.
|
||||
listing = (await logged_in.get("/api/v1/research/assets?kind=template")).json()
|
||||
assert listing["items"][0]["id"] == saved["id"]
|
||||
stored = (await logged_in.get(f'/api/v1/research/assets/{saved["id"]}?version=1')).json()
|
||||
assert stored["provenance"]["source_items"][0]["metrics"]["is"]["sharpe"] == 1.9
|
||||
assert stored["provenance"]["source_items"][0]["checks"]["counts"]["FAIL"] == 1
|
||||
assert stored["provenance"]["source_items"][0]["checks"]["counts"]["UNKNOWN"] == 1
|
||||
expanded = await logged_in.post("/api/v1/research/experiments", json={
|
||||
"asset_id": saved["id"], "version": saved["version"], "input_ids": [research_input["id"]],
|
||||
"hypothesis": body["hypothesis"], "settings": completed_source["settings"], "limit": 100,
|
||||
})
|
||||
assert expanded.status_code == 201, expanded.text
|
||||
experiment = expanded.json()
|
||||
assert {c["expression"] for c in experiment["candidates"]} == {
|
||||
f"rank({field}) + {offset}" for field in ["TEST_FIN_001", "TEST_FIN_002"] for offset in [0, 1, 5]
|
||||
}
|
||||
assert all(c["validation"]["status"] == "valid" for c in experiment["candidates"])
|
||||
assert experiment["evidence"]["template"]["provenance"] == stored["provenance"]
|
||||
async with app.state.sessions() as db:
|
||||
assert await db.scalar(select(func.count()).select_from(BacktestRun)) == 1
|
||||
assert await db.scalar(select(func.count()).select_from(Job)) == job_count
|
||||
|
||||
|
||||
async def test_template_idempotency_concurrency_rotation_and_name_conflict(app, completed_source):
|
||||
principal, _ = await credentials(app, {"research:read", "research:write"})
|
||||
body = template_request(completed_source["id"])
|
||||
first, repeated = await asyncio.gather(invoke(app, principal, TOOL, body), invoke(app, principal, TOOL, body))
|
||||
assert first == repeated
|
||||
rotated, _ = await credentials(app, {"research:read", "research:write"})
|
||||
restarted = MCPResearchServer(app.state.sessions, app.state.runner, app.state.settings)
|
||||
replay = await restarted.invoke(rotated, TOOL, body)
|
||||
assert not replay.is_error and replay.structured_content == first
|
||||
conflict = await app.state.mcp.invoke(principal, TOOL, body | {"hypothesis": "另一假设"})
|
||||
assert conflict.structured_content["error"]["code"] == "IDEMPOTENCY_CONFLICT"
|
||||
same_name = await app.state.mcp.invoke(principal, TOOL, body | {"idempotency_key": "new-key"})
|
||||
assert same_name.structured_content["error"]["code"] == "TEMPLATE_NAME_CONFLICT"
|
||||
async with app.state.sessions() as db:
|
||||
assert await db.scalar(select(func.count()).select_from(ResearchAsset)) == 1
|
||||
assert await db.scalar(select(func.count()).select_from(ResearchRevision)) == 1
|
||||
requests = list(await db.scalars(select(ResearchRequest).where(ResearchRequest.operation == TOOL)))
|
||||
assert len(requests) == 1 and requests[0].business_id == first["id"]
|
||||
|
||||
|
||||
async def test_template_invalid_inputs_and_missing_sources_are_atomic(app, completed_source):
|
||||
principal, _ = await credentials(app)
|
||||
valid = template_request(completed_source["id"])
|
||||
variants = [
|
||||
{"source_item_ids": []}, {"source_item_ids": [completed_source["id"]] * 21},
|
||||
{"source_item_ids": [completed_source["id"]] * 2}, {"hypothesis": " "},
|
||||
{"force": True}, {"idempotency_key": ""},
|
||||
{"template": valid["template"] | {"expression": "rank({missing})"}},
|
||||
{"template": valid["template"] | {"category": "fragment"}},
|
||||
{"template": valid["template"] | {"name": " "}},
|
||||
{"template": valid["template"] | {"expression": " ", "variables": {}}},
|
||||
]
|
||||
missing_type = deepcopy(valid["template"])
|
||||
missing_type["variables"]["field"].pop("field_type")
|
||||
variants.append({"template": missing_type})
|
||||
for changed in variants:
|
||||
failed = await app.state.mcp.invoke(principal, TOOL, valid | changed)
|
||||
assert failed.is_error and failed.structured_content["error"]["code"] == "INVALID_INPUT"
|
||||
missing = await app.state.mcp.invoke(principal, TOOL, valid | {"source_item_ids": [completed_source["id"], "missing"]})
|
||||
assert missing.structured_content["error"]["code"] == "NOT_FOUND"
|
||||
assert missing.structured_content["error"]["affected_items"] == ["missing"]
|
||||
async with app.state.sessions() as db:
|
||||
assert await db.scalar(select(func.count()).select_from(ResearchAsset)) == 0
|
||||
assert await db.scalar(select(func.count()).select_from(ResearchRequest).where(ResearchRequest.operation == TOOL)) == 0
|
||||
await invoke(app, principal, TOOL, valid)
|
||||
|
||||
|
||||
@pytest.mark.parametrize("state", ["pending", "collection_failed", "unsaved", "incomplete_snapshot", "missing_snapshot"])
|
||||
async def test_template_rejects_incomplete_source_without_consuming_key(app, completed_source, state):
|
||||
principal, _ = await credentials(app)
|
||||
body = template_request(completed_source["id"])
|
||||
async with app.state.sessions.begin() as db:
|
||||
item = await db.get(BacktestItem, completed_source["id"])
|
||||
result = await db.get(BacktestResult, item.id)
|
||||
if state == "pending":
|
||||
item.platform_status = "pending"
|
||||
elif state == "collection_failed":
|
||||
item.collection_status = "failed"
|
||||
elif state == "unsaved":
|
||||
item.persistence_status = "pending"
|
||||
elif state == "incomplete_snapshot":
|
||||
result.complete = False
|
||||
else:
|
||||
await db.delete(result)
|
||||
failed = await app.state.mcp.invoke(principal, TOOL, body)
|
||||
assert failed.is_error and failed.structured_content["error"]["code"] == "SOURCE_NOT_READY"
|
||||
assert failed.structured_content["error"]["affected_items"] == body["source_item_ids"]
|
||||
async with app.state.sessions() as db:
|
||||
assert await db.scalar(select(func.count()).select_from(ResearchAsset)) == 0
|
||||
assert await db.scalar(select(func.count()).select_from(ResearchRequest).where(ResearchRequest.operation == TOOL)) == 0
|
||||
|
||||
|
||||
@pytest.mark.parametrize("scopes", [{"research:read"}, SCOPES - {"research:write"}])
|
||||
async def test_template_write_permission_not_granted_to_old_keys(app, scopes):
|
||||
_, secret = await credentials(app, scopes)
|
||||
async with httpx.AsyncClient(transport=httpx.ASGITransport(app=app), base_url="http://testserver",
|
||||
headers={"Authorization": f"Bearer {secret}", "Accept": "application/json, text/event-stream"}) as http:
|
||||
listed = await http.post(ENDPOINT, json={"jsonrpc": "2.0", "id": 1, "method": "tools/list"})
|
||||
assert TOOL not in {tool["name"] for tool in listed.json()["result"]["tools"]}
|
||||
denied = await http.post(ENDPOINT, json={"jsonrpc": "2.0", "id": 2, "method": "tools/call",
|
||||
"params": {"name": TOOL, "arguments": template_request("missing")}})
|
||||
assert denied.status_code == 403
|
||||
|
||||
|
||||
async def test_browser_can_issue_template_only_and_all_permissions(app, logged_in):
|
||||
for scopes in [{"research:read", "research:write"}, SCOPES]:
|
||||
response = await logged_in.post("/api/v1/mcp-tokens", json={"name": "template writer", "scopes": sorted(scopes)})
|
||||
assert response.status_code == 201, response.text
|
||||
async with app.state.sessions() as db:
|
||||
principal = await authenticate(db, response.json()["token"])
|
||||
assert principal.scopes == scopes
|
||||
@@ -0,0 +1,121 @@
|
||||
"""Deleting workspace items hides them without severing research provenance."""
|
||||
|
||||
import importlib.util
|
||||
from pathlib import Path
|
||||
|
||||
import pytest
|
||||
import sqlalchemy as sa
|
||||
from alembic.migration import MigrationContext
|
||||
from alembic.operations import Operations
|
||||
|
||||
from tests.test_backtests import execute, setup, start
|
||||
from tests.test_catalog import catalog as catalog_fixture
|
||||
from tests.test_research_workspace import expansion, template
|
||||
from tests.test_research_workspace import research_input as research_input_fixture
|
||||
|
||||
catalog = catalog_fixture
|
||||
research_input = research_input_fixture
|
||||
|
||||
|
||||
@pytest.mark.parametrize("kind", ["template", "feature"])
|
||||
async def test_asset_deletion_checks_version_and_preserves_revisions(logged_in, research_input, kind):
|
||||
content = template() if kind == "template" else {
|
||||
"name": "待删除特征",
|
||||
"hypothesis": "排名比较",
|
||||
"input_ids": [research_input["id"]],
|
||||
"template": template(),
|
||||
}
|
||||
response = await logged_in.post("/api/v1/research/assets", json={"kind": kind, "content": content})
|
||||
assert response.status_code == 201, response.text
|
||||
original = response.json()
|
||||
url = f"/api/v1/research/assets/{original['id']}"
|
||||
updated = await logged_in.put(url, json={"kind": kind, "version": 1, "content": {**content, "name": "新版"}})
|
||||
assert updated.status_code == 200
|
||||
assert (await logged_in.delete(f"{url}?version=1")).status_code == 409
|
||||
assert not (await logged_in.get(url)).json()["archived"]
|
||||
assert (await logged_in.delete(f"{url}?version=2")).status_code == 200
|
||||
listing = (await logged_in.get(f"/api/v1/research/assets?kind={kind}")).json()
|
||||
assert listing["total"] == 0 and listing["items"] == []
|
||||
historical = (await logged_in.get(f"{url}?version=1")).json()
|
||||
assert historical["archived"] is True
|
||||
assert historical["content"] == original["content"]
|
||||
assert historical["provenance"] == original["provenance"]
|
||||
latest = (await logged_in.get(url)).json()
|
||||
assert latest["version"] == 3
|
||||
assert (await logged_in.delete(f"{url}?version=3")).status_code == 409
|
||||
assert (await logged_in.put(url, json={"kind": kind, "version": 3, "content": content})).status_code == 409
|
||||
assert (await logged_in.get(url)).json()["version"] == 3
|
||||
|
||||
|
||||
async def test_experiment_deletion_preserves_backtest_and_child_sources(app, logged_in, research_input):
|
||||
created = await logged_in.post("/api/v1/research/experiments", json=expansion(research_input["id"]))
|
||||
assert created.status_code == 201, created.text
|
||||
parent = created.json()
|
||||
generated = await logged_in.post(
|
||||
"/api/v1/research/experiments",
|
||||
json=expansion(research_input["id"], parent_experiment_ids=[parent["id"]]),
|
||||
)
|
||||
assert generated.status_code == 201, generated.text
|
||||
variant = generated.json()
|
||||
assert variant["kind"] == "variant"
|
||||
child = await logged_in.post(
|
||||
"/api/v1/research/experiments",
|
||||
json=expansion(research_input["id"], parent_experiment_ids=[variant["id"]]),
|
||||
)
|
||||
assert child.status_code == 201
|
||||
_, lane = await setup(app)
|
||||
url = f"/api/v1/research/experiments/{variant['id']}"
|
||||
preview = await logged_in.post(f"{url}/preview", json={})
|
||||
assert preview.status_code == 201, preview.text
|
||||
run = await start(logged_in, preview.json(), "delete-variant-provenance")
|
||||
await execute(app, lane, run["backtest_run_id"])
|
||||
before = (await logged_in.get(url)).json()
|
||||
assert before["backtest_run_ids"] == [run["backtest_run_id"]]
|
||||
|
||||
assert (await logged_in.delete(url)).status_code == 200
|
||||
assert (await logged_in.delete(url)).status_code == 200
|
||||
all_items = (await logged_in.get("/api/v1/research/experiments")).json()
|
||||
assert all_items["total"] == 2
|
||||
assert variant["id"] not in {item["id"] for item in all_items["items"]}
|
||||
variants = (await logged_in.get("/api/v1/research/experiments?kind=variant&limit=1&offset=1")).json()
|
||||
assert variants["total"] == 1 and variants["items"] == []
|
||||
after = (await logged_in.get(url)).json()
|
||||
assert after == {**before, "archived": True}
|
||||
saved_child = (await logged_in.get(f"/api/v1/research/experiments/{child.json()['id']}")).json()
|
||||
assert saved_child["parents"] == child.json()["parents"]
|
||||
results = (await logged_in.get(f"/api/v1/backtests/runs/{run['backtest_run_id']}/results")).json()
|
||||
alpha_id = results["items"][0]["alpha_id"]
|
||||
sources = (await logged_in.get(f"/api/v1/alphas/{alpha_id}/sources")).json()
|
||||
assert sources["items"][0]["source"]["research_id"] == variant["id"]
|
||||
assert (await logged_in.delete(f"/api/v1/research/experiments/{parent['id']}")).status_code == 200
|
||||
assert (await logged_in.get("/api/v1/research/experiments")).json()["total"] == 1
|
||||
|
||||
|
||||
async def test_delete_research_requires_auth_and_known_id(client):
|
||||
for url in ("assets/missing?version=1", "experiments/missing"):
|
||||
assert (await client.delete(f"/api/v1/research/{url}")).status_code == 401
|
||||
|
||||
|
||||
async def test_delete_unknown_experiment(logged_in):
|
||||
assert (await logged_in.delete("/api/v1/research/experiments/missing")).status_code == 404
|
||||
|
||||
|
||||
def test_archive_migration_preserves_existing_rows(tmp_path):
|
||||
path = Path(__file__).parents[1] / "migrations/versions/0014_research_experiment_archive.py"
|
||||
spec = importlib.util.spec_from_file_location("research_archive_migration", path)
|
||||
migration = importlib.util.module_from_spec(spec)
|
||||
spec.loader.exec_module(migration)
|
||||
engine = sa.create_engine(f"sqlite:///{tmp_path}/migration.db")
|
||||
with engine.begin() as connection:
|
||||
connection.execute(sa.text("CREATE TABLE research_experiments (id VARCHAR(36) PRIMARY KEY, evidence JSON NOT NULL)"))
|
||||
connection.execute(sa.text("INSERT INTO research_experiments VALUES ('existing', :evidence)"), {"evidence": '{"source":"old"}'})
|
||||
with Operations.context(MigrationContext.configure(connection)):
|
||||
migration.upgrade()
|
||||
assert connection.execute(sa.text("SELECT archived FROM research_experiments")).scalar_one() == 0
|
||||
connection.execute(sa.text("UPDATE research_experiments SET archived = 1"))
|
||||
migration.downgrade()
|
||||
migration.upgrade()
|
||||
assert connection.execute(sa.text("SELECT evidence FROM research_experiments")).scalar_one() == '{"source":"old"}'
|
||||
column = next(c for c in sa.inspect(connection).get_columns("research_experiments") if c["name"] == "archived")
|
||||
assert column["nullable"] is False
|
||||
engine.dispose()
|
||||
+44
-2
@@ -1,6 +1,6 @@
|
||||
# MCP 研究接入
|
||||
|
||||
MCP 让外部助手直接查询数据元信息、查回测历史、提交固定候选、执行本地自相关检查并读取结果。无需先建立特征、模板、变体或 QuantFlow。执行仍由网页共用的持久队列负责，回测页保存同一个运行。
|
||||
MCP 让外部助手直接查询数据元信息、查回测历史、提交固定候选、执行本地自相关检查并读取结果，也能把研究后总结的模板保存到模板工坊。直接回测无需先建立特征、模板、变体或 QuantFlow。执行仍由网页共用的持久队列负责，回测页保存同一个运行。
|
||||
|
||||
## 启用与令牌
|
||||
|
||||
@@ -35,6 +35,7 @@ python -m app.cli mcp-token-revoke TOKEN_ID
|
||||
| --- | --- |
|
||||
| research:read | 能力、数据目录、元数据、历史、运行、结果、证据、刷新及自相关任务查询、自相关结果读取 |
|
||||
| research:refresh | 显式更新元数据及 PnL 缓存、发起本地自相关检查、使用已保存凭据重新连接或继续认证；同时要求 read |
|
||||
| research:write | 保存外部助手总结的研究模板及来源证据；不调用模型、不执行回测；同时要求 read |
|
||||
| backtests:execute | 直接提交固定候选；同时要求 read |
|
||||
| backtests:control | 暂停、继续、停止、恢复采集；同时要求 read |
|
||||
|
||||
@@ -49,6 +50,7 @@ python -m app.cli mcp-token-revoke TOKEN_ID
|
||||
| get_worldquant_connection | `{job_id?}`；只读连接状态及认证任务状态，不返回密码、Cookie 或验证链接 |
|
||||
| authenticate_worldquant | `{action?:"connect"或"verify"}`；默认 connect，使用已保存凭据异步认证，返回 job_id；要求 research:refresh |
|
||||
| get_research_capabilities | `{}`，含单次候选上限及完整候选 schema |
|
||||
| create_research_template | `{template,hypothesis,source_item_ids,idempotency_key,reference?}`；保存调用方生成的完整模板，要求 research:write |
|
||||
| search_catalog | `{filters:{region,universe,delay,...},dataset_id?}`；省略 dataset_id 查数据集，提供则查字段 |
|
||||
| get_research_metadata | `{query:{kind,...}}`；kind 为 scopes/settings/operators/field_availability |
|
||||
| refresh_research_data | `{query:{kind,...}}`；kind 为 catalog/operators/settings/field_availability/pnl |
|
||||
@@ -118,6 +120,46 @@ metadata 的 operators 支持 q/category 和分页；settings 支持分页；fie
|
||||
|
||||
提交自动保存固定预览和运行，返回 backtest_run_id、输入摘要、数量和 web_url。打开 web_url 可定位网页详情；来源显示“MCP 研究”，可以按来源筛选。后续 get_backtest 和 get_backtest_results 读取进度与结果。PnL 未缓存时返回 not_cached，通过显式刷新再读取。下一批可设置 source.parent_run_id 关联前一批。
|
||||
|
||||
## 研究后保存模板
|
||||
|
||||
外部大模型先用 `get_backtest_results` 阅读具体候选的指标及检查，判断哪些研究结果值得继续探索，再自行总结经济假设和参数化表达式，调用 `create_research_template`。此工具接收模型已经思考完成的模板，不调用服务端模型。保存成功后，模板出现在网页 **模板工坊**，用户可选择固定输入和模拟设置，全量展开或随机采样候选，再确认批量回测。
|
||||
|
||||
该工具使用新的 `research:write` 权限。已有 Key 不自动获得写入权限；在 **系统管理 → MCP Key** 创建 Key 时勾选“保存研究模板”，或签发专用 Key：
|
||||
|
||||
```bash
|
||||
python -m app.cli mcp-token-create --name research-template-writer \
|
||||
--scope research:read --scope research:write
|
||||
```
|
||||
|
||||
调用结构示例（候选 ID 需替换为实际读取的 `items[].id`，不是 `client_item_id` 或 Alpha ID）：
|
||||
|
||||
```json
|
||||
{
|
||||
"template": {
|
||||
"name": "短期反转窗口研究",
|
||||
"description": "将已研究的反转表达式提炼为字段和窗口候选；替换字段及其他窗口仍需逐项验证。",
|
||||
"expression": "-rank(ts_delta({price}, {window}))",
|
||||
"variables": {
|
||||
"price": {"kind": "field", "field_type": "MATRIX", "values": ["close", "vwap"]},
|
||||
"window": {"kind": "integer", "values": [3, 5, 10, 20]}
|
||||
},
|
||||
"scope": {"instrument_type": "EQUITY", "region": "USA", "universe": "TOP3000", "delay": 1}
|
||||
},
|
||||
"hypothesis": "来源结果支持继续比较短期价格反转；通过改变价格字段和观察窗口检验稳定性。",
|
||||
"source_item_ids": ["REPLACE_WITH_BACKTEST_ITEM_ID"],
|
||||
"reference": "research-round-001",
|
||||
"idempotency_key": "reversal-template-001"
|
||||
}
|
||||
```
|
||||
|
||||
`template` 复用模板工坊的结构：表达式使用 `{name}` 占位符，`variables` 必须逐一对应；变量 kind 支持 field/operator/integer/number/group/string/fragment，字段变量必须声明 MATRIX/VECTOR/GROUP 类型，VECTOR 的聚合方式应明确写在表达式中。工具只创建 category=template 的完整模板。`scope` 可省略；指定后，后续展开须使用相同范围。字段候选应先通过目录核对，工具保存时不隐式刷新元数据。
|
||||
|
||||
`source_item_ids` 为 1–20 个不重复的本地回测候选，可来自多个运行；须完成平台回测、结果采集及持久化，且存在完整结果快照。服务端读取并固定其表达式、模拟设置、运行 ID、Alpha ID、观测时间、指标和检查摘要，不接收调用方自报的成绩。研究假设和外部 reference 是调用方提供的说明。来源存在不代表经济假设成立，completed 不代表所有检查 PASS，也不代表模板的其他参数组合已回测。
|
||||
|
||||
返回 `template_id`（同 `id`）、`version`、完整模板 `content`、来源 `provenance`、字符串形式的理论 `combination_count` 和模板工坊 `web_url`。示例有 8 种参数组合；组合数不去重，也不代表已创建实验或运行。结构校验与来源记录状态在 `validation` 中说明，展开候选和平台语义仍未验证。网页展开继续执行原有字段归属、类型、设置和语法校验；全量展开超过 10000 项时需缩小候选或使用随机采样。
|
||||
|
||||
相同账户、操作和幂等键的相同请求重放首次成功响应，跨 Key 重试和服务重启仍有效；同键不同内容返回 `IDEMPOTENCY_CONFLICT`。模板同名（含已删除模板）返回 `TEMPLATE_NAME_CONFLICT`，不覆盖任何已有版本。来源缺失返回 `NOT_FOUND`，未完成返回 `SOURCE_NOT_READY`，结构错误返回 `INVALID_INPUT`。失败不创建资产、不占用幂等键。创建只写入现有资产、版本、请求和审计表，无新增迁移，不启动模型、实验、队列或定时研究。
|
||||
|
||||
## 幂等、重复与状态
|
||||
|
||||
- 成功请求按账户、操作和幂等键固定首次响应。相同请求重试返回原响应，不重新提交；换令牌不改变该范围。同键不同内容返回 IDEMPOTENCY_CONFLICT。失败校验不占用幂等键。
|
||||
@@ -135,7 +177,7 @@ metadata 的 operators 支持 q/category 和分页；settings 支持分页；fie
|
||||
|
||||
## 验证和限制
|
||||
|
||||
本地测试只使用模拟平台。后端 `uv run pytest -q tests/test_mcp.py` 包含官方 MCP ClientSession 的 HTTP 工具往返；浏览器测试在临时数据库里验证实际 MCP 提交的运行链接和来源。
|
||||
本地测试只使用模拟平台。后端 `uv run pytest -q tests/test_mcp.py tests/test_mcp_templates.py` 包含官方 MCP ClientSession 的 HTTP 工具往返，并验证模板写入权限、幂等重放、固定来源和网页模板展开；浏览器测试在临时数据库里验证实际 MCP 提交的运行链接和来源。
|
||||
|
||||
独立 PostgreSQL 检查只接受本机 `wq_mcp_test` 数据库：
|
||||
|
||||
|
||||
@@ -47,3 +47,9 @@ Store 可以减少重复计算和请求历史长度，但使用 `lookback=0` 的
|
||||
输出：一句假设；数据可得时间；主/辅腿；最小表达式；单位/缺失假设；反例；基线/消融/对照；需要核验的事项。模型不得自行把预期 Sharpe 填成实测值。
|
||||
|
||||
预算结束、字段不可解释、连续变体只有局部过线、无新增信息或近期失效时暂停该方向。具体阈值由实验预先定义，本次未运行任何挖掘任务。
|
||||
|
||||
## 2026-09-11 补充：合集是检索入口
|
||||
|
||||
[05-AI 精选合集](https://support.worldquantbrain.com/hc/en-us/community/posts/43320471694999)（2026-09-08 发布，本次读完整正文，0 条评论）集中列出 AI 比赛、工具配置、MCP 安装和工作流案例。它是导航目录，不能证明已构建“具有 BRAIN 全部知识”的助手，也不是新增收益证据。被列出的文章仍须逐篇核对日期、适用版本和原始实验；本次未沿合集链接扩充旧帖来源、安装工具或执行工作流。
|
||||
|
||||
本轮另补录 [免费 AI 站点分享](https://support.worldquantbrain.com/hc/en-us/community/posts/43269155035799)（2026-09-05 发布，旧索引未收录，本次读正文及 1 条评论）。该帖主要是服务与邀请入口，评论报告部分站点无法打开；未核实服务、模型或免费额度，保留来源索引，不作为研究方法或工具推荐。
|
||||
|
||||
@@ -33,3 +33,11 @@ CSV 本身不保证并发原子性。需要记录任务身份、租约或领取
|
||||
## 建设次序
|
||||
|
||||
先补台账和完整结果保存，再做断点恢复与配额控制；之后建设相关性缓存完整性检查、结构化失败回流，最后扩大候选生成。架构建议见 [工程路线](architecture.md)。没有修改本项目运行代码、数据库或全局代理规则。
|
||||
|
||||
## 2026-09-11 补充：跨区域重跑的比较与恢复边界
|
||||
|
||||
来源：[将 OS Regular Alpha 重跑为 ALL/D1 的脚本](https://support.worldquantbrain.com/hc/en-us/community/posts/43322521365143)（2026-09-08 发布，本次读正文及 5 条评论）。作者称直接 REST 请求需要显式指定 `REGION_AGNOSTIC`，仅改 `region` 不够；这是社区实现经验，本库未执行代码、验证请求 schema 或复现其结果。
|
||||
|
||||
可迁移的工程做法是先清点候选、小样本检查，再扩大批量；逐项记录源 Alpha、模拟引用和终态。`POST_ERROR` 不能一律视为已处理，未知受理结果须先对账，429 等临时错误与字段不支持多区域的兼容性错误应分别处理。评论补充保持原有 decay、pasteurization 等设置，避免把参数变化误归因于跨区域迁移；新的 universe 口径也要单独核对。
|
||||
|
||||
帖子开头声称批量重跑“一定能找到”可提交候选，但正文也明确完成不代表指标或提交资格保留。本库只保留后一边界；没有可提交结果也不足以单独证明原信号质量低，仍需排查覆盖、设置和区域适用性。
|
||||
|
||||
@@ -18,3 +18,13 @@
|
||||
常用入口：平台 Learn → Event 查看当前课程，Learn/官方帮助查看机制，右上角 Announcement 查看新主题。历史会议邮件只是入口和主题证据，不能假设均有录播；例如 7 月研究小组课程邮件明确无回放。[【课程提醒】顾问课程： WorldQuant BRAIN 研究小组扩大会议](https://mail.google.com/mail/#all/19fac0327c17aecb)（邮件 2026-07-29）。
|
||||
|
||||
本次没有核查用户具体 Genius 等级、当日回测/提交配额、Osmosis 是否激活或现有 Alpha 质量，不能据邮件订阅推断这些账户状态。
|
||||
|
||||
## 2026-09-11 论坛增量与官方复核
|
||||
|
||||
**ARC2026 已有新的比赛说明。** [社区攻略](https://support.worldquantbrain.com/hc/en-us/community/posts/43309848501783)（2026-09-07 发布，本次读正文及 1 条评论）介绍区域无关 Alpha 路线。本次另读取 4 篇官方 FAQ，确认总分由 25% IS 与 75% OS robustness score 构成，按区域及已提交 Alpha 累加；同分比较 Avg OS Fitness。依据：[评分](https://support.worldquantbrain.com/hc/en-us/articles/43302575764631)、[研究提示](https://support.worldquantbrain.com/hc/en-us/articles/43302607437719)。这支持优先检查跨区域稳健性，而非仅优化当前 IS 排名；没有对用户账户资格或提交对象做验证。
|
||||
|
||||
[官方日期 FAQ](https://support.worldquantbrain.com/hc/en-us/articles/43302563775127)写明提交开始 9 月 7 日 08:00 EST、介绍会 9 月 15 日 08:00 EST、提交截止 10 月 11 日 23:59 EST。社区帖的北京时间换算与字面 EST 不一致；本库保留官方原始标注，具体本地时间须以平台日历核对，不沿用社区换算。[奖金 FAQ](https://support.worldquantbrain.com/hc/en-us/articles/43302607372183)确认总奖池 25,000 美元及全球、国家/地区奖项；本次未核对全部资格、最低提交数和注册条款，不能把社区攻略的全部细节视为已复核。
|
||||
|
||||
[Grand Master 1v1 Advisory 通知](https://support.worldquantbrain.com/hc/en-us/community/posts/43320365312023)（2026-09-08 发布，0 条评论）介绍约 10 分钟答疑，称试运行预约窗口截至 9 月 17 日。可准备一个具体研究瓶颈和证据；本次没有访问预约服务、核对剩余名额或预约。
|
||||
|
||||
[关于第三方发布的论坛公告](https://support.worldquantbrain.com/hc/en-us/community/posts/43319649278359)（2026-09-08 发布，本次读正文及 2 条评论）强调平台内容的对外发布限制，涉及 Alpha、数据、文档及论坛文章。本库记录公告及来源，不作协议效力或个案法律判断；本轮仅本地整理，没有对外发布、推送仓库或改变权限。
|
||||
|
||||
@@ -1,6 +1,6 @@
|
||||
# 来源、覆盖范围与验证记录
|
||||
|
||||
采集日期：2026-09-07。时间边界按 Asia/Shanghai 的 2026-01-01 00:00 至整理时点；原始索引时间使用 UTC/带偏移的 ISO 8601。日历日简写通常取原来源 UTC 日期，未把它伪装成本地精确时刻。
|
||||
首次采集日期：2026-09-07；最近论坛同步：2026-09-11。下列初轮与扩展轮数字保留为历史记录，最新覆盖见文末周同步记录。时间边界按 Asia/Shanghai 的 2026-01-01 00:00 至整理时点；原始索引时间使用 UTC/带偏移的 ISO 8601。日历日简写通常取原来源 UTC 日期，未把它伪装成本地精确时刻。
|
||||
|
||||
## 邮箱
|
||||
|
||||
@@ -14,7 +14,7 @@
|
||||
|
||||
话题 ID `18910956638743`。认证接口返回 201，SSO 后 HTML 403，Community API 200。初轮按 created_at desc、每页 100 读取 7 页/700 条，保留 623 条今年新帖；扩展轮取得全部 18 页/1,725 条可见帖子后，按用户明确限定再次筛选，结果仍为 **623 条 2026-01-01 起新发帖**，排除 1,102 条旧帖。范围不包含隐藏/删除帖子；旧帖今年更新、收到评论、被今年邮件或合集引用，都不改变排除结果。
|
||||
|
||||
[论坛目录 CSV](forum-index.csv) 保留初轮 623 条索引及当时的 `curated` 标记；这不是扩展轮的阅读状态。[2026 阅读索引](forum-review-2026.csv) 为本轮更新：含主分类、实际取得的评论数、采集完成状态、本库引用位置与 `screened` / `synthesized`。分类按标题启发式分组后用于检索，不是互斥的知识定义；`synthesized` 只表示被知识条目引用，不等于实证复现。所有 623 篇完成标题与正文主旨初筛；有研究内容的来源进一步选读。
|
||||
[论坛目录 CSV](forum-index.csv) 以初轮 623 条索引及当时的 `curated` 标记起步，现随周同步更新元数据和新增来源；`curated` 不是扩展轮的阅读状态。[2026 阅读索引](forum-review-2026.csv) 含主分类、最新实际取得的评论数、采集完成状态、本库引用位置与 `screened` / `synthesized`。分类按标题启发式分组后用于检索，不是互斥的知识定义；`synthesized` 只表示被知识条目引用，不等于实证复现。历史 623 篇完成标题与正文主旨初筛；有研究内容的来源进一步选读。
|
||||
|
||||
初轮评论阅读覆盖 11 帖/71 条。扩展轮对全部今年帖子取得 **9,572 条评论**，对应 623 个采集记录全部 complete，无失败；零评论帖子按列表计数记录，不额外请求空页。实质性纠错、反例和机制讨论用于重点核验，**未逐条精读全部评论**。不将点赞、重复附和或同一作者转帖视作独立复现；正文内图片中的公式、附件和回测图也没有逐张完整核验。
|
||||
|
||||
@@ -78,3 +78,17 @@ SPC 7 篇官方帮助页按 ID 直接读取；另通过支持站搜索取得 Pyt
|
||||
基于同日已认证采集的正文快照，完整重读 43208281917591、43179259800471、42274443124119，分别新增 SuperAlpha 合集、API/模板合集、五个 Agent Skill 专题，共增加 3 篇 Markdown。前两篇评论为 0；第三篇全部 48 条评论已阅读。此次没有重新认证刷新论坛版本，因此不声称读取了采集之后的新增内容。
|
||||
|
||||
两个合集分别有 23、47 个直接论坛链接，核对主语料及先前链接采集的 created_at 后均属旧帖，按范围排除。第三篇的百度网盘附件页面未能取得压缩包；正文中的模块、插件与实验日志声明没有升级为附件实测。专题指出依赖缺失、批大小/次数不一致、PENDING 与零失败、审计指纹及统计口径问题，未运行代码或安装 Skill。最新条目引用位置由阅读索引更新，初轮与扩展轮数量仍按各自采集阶段理解。
|
||||
|
||||
## 每周论坛同步：2026-09-11
|
||||
|
||||
北京时间 09:03:40–09:06:33 完成本轮采集（随后进行知识整理与验证）。认证返回 201，支持站 SSO 落地 403，但 Community API 可正常读取。完整遍历 18 页、1,730 篇可见帖子，排除 1,101 篇早于范围边界的帖子，保留 629 篇；原索引 623 个 ID 均仍可见。全量核对范围内评论，取得 9,587 条，629 个采集记录完成，逐帖列表计数与分页取得数一致，无失败。
|
||||
|
||||
新增收录 6 篇：43322521365143、43320471694999、43320365312023、43319649278359、43309848501783、43269155035799。前五篇发表于 9 月 7–8 日，最后一篇发表于 9 月 5 日，是旧索引没有收录的来源，不能称作本周新发帖。这六篇带来 9 条评论。原有 43181411147287、43179860065303、43179521660823 三篇的旧索引均记为零评论，当前分别取得 2、3、1 条，创建时间均早于 9 月 7 日；这是历史覆盖补齐，不能当作本周新增评论。评论总数净增 15 条不等于本周发表 15 条。
|
||||
|
||||
原有 141 篇的 `updated_at` 与旧索引不同。由于旧库没有逐帖正文指纹和逐评论快照，不能确定正文编辑数量，也无法完整区分历史漏收、评论编辑和其他元数据变化。本轮建立正文及评论文本指纹；评论指纹不含更新时间，避免单纯时间变化误报内容编辑。首次仍核对了全部范围内评论，不以评论数相等或帖子更新时间未变作为无编辑证明。评论创建或更新时间自 9 月 7 日上海零时起的记录采用重叠窗口筛查，不将重叠窗口内记录一律称为新增。
|
||||
|
||||
六篇新增收录帖均读正文和全部 9 条评论；141 篇旧帖更新时间变化部分筛查标题与主旨，进一步选择规则、版本与机制相关材料。独立复核完整筛查重叠窗口内 87 篇旧帖的 244 条评论，重要内容主要为既有方法的对照与边界，没有将这些历史评论改称本周新发现。历史 Python 字段支持限制、SPC 七月旧 schema 等说法未覆盖本库已有的官方证据边界。同步读取 ARC2026 评分、关键日期、研究提示和奖金四篇官方 FAQ；仅对应规则已复核，未把社区攻略全部细节升级为官方结论。没有实际回测、报名、预约、安装社区工具或同步邮件。
|
||||
|
||||
任务专用采集入口和状态位于本机 `.local/forum-sync/`（Git 忽略）：`collect.py` 负责分页、限流退避、互斥和逐帖原子保存；`staged/` 保留去除 HTML 和凭据类字符串的文本；`candidate-baseline.json` 为采集候选，知识整理及验证通过后才复制为 `baseline.json` 并推进 `checkpoint.json`。后续采集比较该基线的正文及评论指纹，仍须实际筛选变化内容。`run.json` 保存本次计数和失败项；部分失败不得宣称全部成功。此状态只包含任务必要内容，不保存登录响应、Cookie 或会话令牌，也未推广为全局规则或共享脚本。
|
||||
|
||||
本轮验证：两个 CSV 各 629 个唯一帖子 ID，评论数合计 9,587；所有论坛引用均属于本次范围，122 篇帖子被知识条目引用，本地链接未发现缺失目标。新增知识内容及本地 JSON 状态的账号、密码字面值与 JWT 形式扫描通过。实际 API 采集通过；采集脚本语法检查通过，后续增量比较、失败恢复和限流退避尚未通过真实故障场景演练，不能将首次成功等同长期运行保证。
|
||||
|
||||
@@ -27,5 +27,55 @@
|
||||
"Not every comment or embedded image was deeply reviewed.",
|
||||
"Community performance claims were not backtested.",
|
||||
"No source authentication material is included."
|
||||
]
|
||||
],
|
||||
"latest_forum_sync": {
|
||||
"collected_at": "2026-09-11",
|
||||
"timezone": "Asia/Shanghai",
|
||||
"started_at": "2026-09-11T01:03:40.336597+00:00",
|
||||
"collection_finished_at": "2026-09-11T01:06:33.369594+00:00",
|
||||
"raw_visible_posts": 1730,
|
||||
"raw_list_pages": 18,
|
||||
"excluded_older_posts": 1101,
|
||||
"retained_posts": 629,
|
||||
"retained_comments": 9587,
|
||||
"newly_indexed_posts": 6,
|
||||
"newly_indexed_posts_created_sep_7_or_later": 5,
|
||||
"previously_unindexed_sep_5_posts": 1,
|
||||
"comments_on_newly_indexed_posts": 9,
|
||||
"historical_comments_backfilled_on_existing_posts": 6,
|
||||
"comment_count_net_change": 15,
|
||||
"metadata_changed_existing_posts": 141,
|
||||
"body_edit_count": null,
|
||||
"comment_edit_count": null,
|
||||
"failed_comment_records": 0,
|
||||
"missing_previously_indexed_posts": 0,
|
||||
"posts_cited_in_knowledge": 122,
|
||||
"groups": {
|
||||
"engineering": 69,
|
||||
"guides": 7,
|
||||
"events": 39,
|
||||
"general": 96,
|
||||
"ai": 143,
|
||||
"portfolio": 48,
|
||||
"ideas": 19,
|
||||
"lessons": 128,
|
||||
"optimization": 61,
|
||||
"data": 19
|
||||
},
|
||||
"recent_comment_records_screened": 244,
|
||||
"recent_comment_posts_screened": 87,
|
||||
"official_articles_checked": [
|
||||
"43302575764631",
|
||||
"43302563775127",
|
||||
"43302607437719",
|
||||
"43302607372183"
|
||||
],
|
||||
"baseline_state_directory": ".local/forum-sync/",
|
||||
"limits": [
|
||||
"First content-fingerprint baseline; metadata changes do not establish body edits.",
|
||||
"Historical zero-comment records corrected for three existing posts; net count change is not newly published comments.",
|
||||
"All scoped comments fetched, selective historical body reading; images and attachments not fully verified.",
|
||||
"No simulations, submissions, email sync, public publishing, or credential/session persistence."
|
||||
]
|
||||
}
|
||||
}
|
||||
|
||||
@@ -1,100 +1,106 @@
|
||||
post_id,created_at_utc,updated_at_utc,title,tags_heuristic,url,review_status
|
||||
43208281917591,2026-09-03T02:27:56Z,2026-09-06T15:14:46Z,03-【进阶学习】Super Alpha 每日获得额外1-60USD，来此学习,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/43208281917591,retrieved_not_deep_reviewed
|
||||
43181411147287,2026-09-02T10:44:26Z,2026-09-07T04:45:22Z,【Alpha Idea】谁在付 Spread？——订单流攻击性、半衰期分层与一个双引擎架构的诞生,alpha-idea,https://support.worldquantbrain.com/hc/en-us/community/posts/43181411147287,curated
|
||||
43179860065303,2026-09-02T08:17:04Z,2026-09-07T07:51:01Z,"【Alpha Idea】维基百科关注度的""突压""信号(sent)在德国DEU市场的因子化尝试",alpha-idea,https://support.worldquantbrain.com/hc/en-us/community/posts/43179860065303,curated
|
||||
43179521660823,2026-09-02T07:35:26Z,2026-09-07T07:32:08Z,"【Alpha Idea】不看幅度看""显著性""：一个信噪比（SNR）模板在 USA / GLB / EUR 三个市场的因子化尝试",alpha-idea,https://support.worldquantbrain.com/hc/en-us/community/posts/43179521660823,curated
|
||||
43179259800471,2026-09-02T07:12:12Z,2026-09-07T07:45:43Z,02-【进阶学习】API优化、模版、自制数据、wqb、本地自相关检测等进阶合集,alpha-idea;engineering;portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/43179259800471,retrieved_not_deep_reviewed
|
||||
43151729306647,2026-09-01T13:11:24Z,2026-09-07T07:53:47Z,【Alpha Idea】机构持仓变化与拥挤反转：institutions18 在 GLB 市场的因子化尝试,alpha-idea,https://support.worldquantbrain.com/hc/en-us/community/posts/43151729306647,curated
|
||||
43147371557015,2026-09-01T08:24:29Z,2026-09-06T15:03:50Z,【9月主题活动】Alpha Idea and Implementation 征文活动 —— 展现你的研究实力！,alpha-idea;platform,https://support.worldquantbrain.com/hc/en-us/community/posts/43147371557015,curated
|
||||
43087031637527,2026-08-29T05:39:26Z,2026-09-07T04:46:24Z,【免费AI工具使用】之 ZCode 桌面版 【3亿token 免费】GLM5.3模型 ,ai-mining;engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/43087031637527,retrieved_not_deep_reviewed
|
||||
43085454784535,2026-08-29T02:21:57Z,2026-09-07T06:08:37Z,本地check ppc的完整方法及代码，助你GLB PPA开发一臂之力,engineering;platform,https://support.worldquantbrain.com/hc/en-us/community/posts/43085454784535,retrieved_not_deep_reviewed
|
||||
43067045830679,2026-08-28T14:10:52Z,2026-09-07T04:47:29Z,分享一下ZCode送3亿GLM‑5.3‑Flash 模型 token活动。,platform,https://support.worldquantbrain.com/hc/en-us/community/posts/43067045830679,retrieved_not_deep_reviewed
|
||||
43058251853847,2026-08-28T02:23:03Z,2026-09-07T07:27:18Z,获取 WorldQuant 每天剩余回测次数、已回测次数,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/43058251853847,retrieved_not_deep_reviewed
|
||||
43031577079575,2026-08-27T08:00:38Z,2026-09-07T04:48:08Z,新人顾问心得，尝试通过Robust测试（一边修改一边写帖子）,other,https://support.worldquantbrain.com/hc/en-us/community/posts/43031577079575,retrieved_not_deep_reviewed
|
||||
43031425132823,2026-08-27T07:41:24Z,2026-09-07T04:48:39Z,和AI学点手搓小知识-vec操作符解析,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/43031425132823,retrieved_not_deep_reviewed
|
||||
43030071187479,2026-08-27T02:21:08Z,2026-09-06T22:00:47Z,01-【新人必读】新顾问入门指南！,other,https://support.worldquantbrain.com/hc/en-us/community/posts/43030071187479,retrieved_not_deep_reviewed
|
||||
43006316208151,2026-08-26T12:39:42Z,2026-09-07T04:49:04Z,【组合层心法】Combined Alpha 冲 2.0 不是堆出来的：一条四季爬升线里的少交比多交强,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/43006316208151,retrieved_not_deep_reviewed
|
||||
43002825233687,2026-08-26T08:04:33Z,2026-09-06T11:22:37Z,🌟 玩转 Osmosis：让你的 Alphas 成为最高 2 倍收益放大器！(机制详解与实操指南),portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/43002825233687,curated
|
||||
42981290349463,2026-08-25T14:24:44Z,2026-09-07T06:08:53Z,一个skill让AI不再混信号,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/42981290349463,retrieved_not_deep_reviewed
|
||||
42975079714839,2026-08-25T08:53:50Z,2026-09-07T04:49:44Z,免费体验 MiniMax‑M3！GMI Cloud 限时 14 天无限制调用福利,other,https://support.worldquantbrain.com/hc/en-us/community/posts/42975079714839,retrieved_not_deep_reviewed
|
||||
42972530812183,2026-08-25T03:58:37Z,2026-09-07T04:50:15Z,Region Agnostic Alpha (RAA) 详解 — 新手入门指南,other,https://support.worldquantbrain.com/hc/en-us/community/posts/42972530812183,retrieved_not_deep_reviewed
|
||||
42955680180247,2026-08-24T16:05:41Z,2026-09-07T04:50:35Z,【SPC实战】信号衰减5-7天：数据源“时效性”比“全面性”更重要,platform,https://support.worldquantbrain.com/hc/en-us/community/posts/42955680180247,curated
|
||||
42945861800983,2026-08-24T09:08:41Z,2026-09-07T04:51:02Z,【🐉龙虎榜·卷四】季度奖揭榜，VF 为纲——谁人乘龙，谁人执印？,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/42945861800983,retrieved_not_deep_reviewed
|
||||
42943436447127,2026-08-24T04:09:19Z,2026-09-07T04:51:28Z,【测试】相对文件名路径验证帖,other,https://support.worldquantbrain.com/hc/en-us/community/posts/42943436447127,retrieved_not_deep_reviewed
|
||||
42801904467607,2026-08-18T07:14:53Z,2026-09-07T04:51:51Z,[AI工具]让AI打工人使用免费的deepseek(freebuff反向代理),ai-mining;engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/42801904467607,retrieved_not_deep_reviewed
|
||||
42775887653399,2026-08-17T13:07:37Z,2026-09-06T10:10:44Z,"Combined Alpha Performance 连续四季爬升，本季度突破 2.0：一条""从负数到2""的实证轨迹",portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/42775887653399,retrieved_not_deep_reviewed
|
||||
42774450536343,2026-08-17T12:12:11Z,2026-09-06T10:10:52Z,【大角羊】💰 每天14:30，微信自动把昨天的 Base Payment 账单送到你手上（RA/SA 分项 · 开箱即用）,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/42774450536343,retrieved_not_deep_reviewed
|
||||
42772611660823,2026-08-17T10:05:06Z,2026-09-06T22:01:20Z,【经验分享】分享一个combine稳定2+，最高3.23的ppa池子分布，以及分享做ppa的经验,portfolio;platform,https://support.worldquantbrain.com/hc/en-us/community/posts/42772611660823,retrieved_not_deep_reviewed
|
||||
42771962021143,2026-08-17T08:55:07Z,2026-09-07T05:43:12Z,【AI 挖 Alpha】晒晒自己最近 AI 挖 Alpha 用了多少 Token 吧！,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/42771962021143,retrieved_not_deep_reviewed
|
||||
42757091114647,2026-08-16T07:52:17Z,2026-09-07T05:43:28Z,免费使用DeepSeek V4 Pro,other,https://support.worldquantbrain.com/hc/en-us/community/posts/42757091114647,retrieved_not_deep_reviewed
|
||||
42756641286295,2026-08-16T06:34:33Z,2026-09-06T10:11:17Z,base记录,other,https://support.worldquantbrain.com/hc/en-us/community/posts/42756641286295,retrieved_not_deep_reviewed
|
||||
43322521365143,2026-09-08T06:16:19Z,2026-09-10T23:14:24Z,【Region-Agnostic】一键批量将所有OS Regular Alpha 重跑为 ALL/D1 的脚本,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/43322521365143,curated
|
||||
43320471694999,2026-09-08T02:27:17Z,2026-09-11T00:09:25Z,05-AI精选合集：创建一个具有BRAIN全部知识、金融博士、计算机博士的免费助手,guides,https://support.worldquantbrain.com/hc/en-us/community/posts/43320471694999,curated
|
||||
43320365312023,2026-09-08T02:20:53Z,2026-09-10T07:49:57Z,新顾问福利：Grand Master 1v1 Advisory 答疑辅导,events,https://support.worldquantbrain.com/hc/en-us/community/posts/43320365312023,curated
|
||||
43319649278359,2026-09-08T01:16:05Z,2026-09-10T08:36:15Z,严正公告：严禁将 BRAIN 平台内容发布至第三方平台,general,https://support.worldquantbrain.com/hc/en-us/community/posts/43319649278359,curated
|
||||
43309848501783,2026-09-07T15:47:18Z,2026-09-10T16:10:03Z,【比赛攻略】ARC2026 全区域赛（All Region Competition 2026）一文读懂：赛制、评分、奖金与冲榜技巧,events,https://support.worldquantbrain.com/hc/en-us/community/posts/43309848501783,curated
|
||||
43269155035799,2026-09-05T02:52:22Z,2026-09-10T12:59:22Z,【电子鸡蛋】免费AI站点（公益站）分享,ai,https://support.worldquantbrain.com/hc/en-us/community/posts/43269155035799,curated
|
||||
43208281917591,2026-09-03T02:27:56Z,2026-09-10T12:40:24Z,03-【进阶学习】Super Alpha 每日获得额外1-60USD，来此学习,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/43208281917591,retrieved_not_deep_reviewed
|
||||
43181411147287,2026-09-02T10:44:26Z,2026-09-11T00:05:03Z,【Alpha Idea】谁在付 Spread？——订单流攻击性、半衰期分层与一个双引擎架构的诞生,alpha-idea,https://support.worldquantbrain.com/hc/en-us/community/posts/43181411147287,curated
|
||||
43179860065303,2026-09-02T08:17:04Z,2026-09-10T16:41:30Z,"【Alpha Idea】维基百科关注度的""突压""信号(sent)在德国DEU市场的因子化尝试",alpha-idea,https://support.worldquantbrain.com/hc/en-us/community/posts/43179860065303,curated
|
||||
43179521660823,2026-09-02T07:35:26Z,2026-09-10T12:57:34Z,"【Alpha Idea】不看幅度看""显著性""：一个信噪比（SNR）模板在 USA / GLB / EUR 三个市场的因子化尝试",alpha-idea,https://support.worldquantbrain.com/hc/en-us/community/posts/43179521660823,curated
|
||||
43179259800471,2026-09-02T07:12:12Z,2026-09-09T02:13:27Z,02-【进阶学习】API优化、模版、自制数据、wqb、本地自相关检测等进阶合集,alpha-idea;engineering;portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/43179259800471,retrieved_not_deep_reviewed
|
||||
43151729306647,2026-09-01T13:11:24Z,2026-09-10T12:59:46Z,【Alpha Idea】机构持仓变化与拥挤反转：institutions18 在 GLB 市场的因子化尝试,alpha-idea,https://support.worldquantbrain.com/hc/en-us/community/posts/43151729306647,curated
|
||||
43147371557015,2026-09-01T08:24:29Z,2026-09-10T08:02:13Z,【9月主题活动】Alpha Idea and Implementation 征文活动 —— 展现你的研究实力！,alpha-idea;platform,https://support.worldquantbrain.com/hc/en-us/community/posts/43147371557015,curated
|
||||
43087031637527,2026-08-29T05:39:26Z,2026-09-09T01:48:36Z,【免费AI工具使用】之 ZCode 桌面版 【3亿token 免费】GLM5.3模型,ai-mining;engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/43087031637527,retrieved_not_deep_reviewed
|
||||
43085454784535,2026-08-29T02:21:57Z,2026-09-10T16:07:50Z,本地check ppc的完整方法及代码，助你GLB PPA开发一臂之力,engineering;platform,https://support.worldquantbrain.com/hc/en-us/community/posts/43085454784535,retrieved_not_deep_reviewed
|
||||
43067045830679,2026-08-28T14:10:52Z,2026-09-10T15:47:31Z,分享一下ZCode送3亿GLM‑5.3‑Flash 模型 token活动。,platform,https://support.worldquantbrain.com/hc/en-us/community/posts/43067045830679,retrieved_not_deep_reviewed
|
||||
43058251853847,2026-08-28T02:23:03Z,2026-09-09T15:42:57Z,获取 WorldQuant 每天剩余回测次数、已回测次数,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/43058251853847,retrieved_not_deep_reviewed
|
||||
43031577079575,2026-08-27T08:00:38Z,2026-09-09T14:36:48Z,新人顾问心得，尝试通过Robust测试（一边修改一边写帖子）,other,https://support.worldquantbrain.com/hc/en-us/community/posts/43031577079575,retrieved_not_deep_reviewed
|
||||
43031425132823,2026-08-27T07:41:24Z,2026-09-10T15:55:47Z,和AI学点手搓小知识-vec操作符解析,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/43031425132823,retrieved_not_deep_reviewed
|
||||
43030071187479,2026-08-27T02:21:08Z,2026-09-09T12:08:33Z,01-【新人必读】新顾问入门指南！,other,https://support.worldquantbrain.com/hc/en-us/community/posts/43030071187479,retrieved_not_deep_reviewed
|
||||
43006316208151,2026-08-26T12:39:42Z,2026-09-10T11:31:24Z,【组合层心法】Combined Alpha 冲 2.0 不是堆出来的：一条四季爬升线里的少交比多交强,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/43006316208151,retrieved_not_deep_reviewed
|
||||
43002825233687,2026-08-26T08:04:33Z,2026-09-10T14:16:28Z,🌟 玩转 Osmosis：让你的 Alphas 成为最高 2 倍收益放大器！(机制详解与实操指南),portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/43002825233687,curated
|
||||
42981290349463,2026-08-25T14:24:44Z,2026-09-10T14:15:39Z,一个skill让AI不再混信号,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/42981290349463,retrieved_not_deep_reviewed
|
||||
42975079714839,2026-08-25T08:53:50Z,2026-09-10T15:52:17Z,免费体验 MiniMax‑M3！GMI Cloud 限时 14 天无限制调用福利,other,https://support.worldquantbrain.com/hc/en-us/community/posts/42975079714839,retrieved_not_deep_reviewed
|
||||
42972530812183,2026-08-25T03:58:37Z,2026-09-09T23:05:54Z,Region Agnostic Alpha (RAA) 详解 — 新手入门指南,other,https://support.worldquantbrain.com/hc/en-us/community/posts/42972530812183,retrieved_not_deep_reviewed
|
||||
42955680180247,2026-08-24T16:05:41Z,2026-09-10T15:47:34Z,【SPC实战】信号衰减5-7天：数据源“时效性”比“全面性”更重要,platform,https://support.worldquantbrain.com/hc/en-us/community/posts/42955680180247,curated
|
||||
42945861800983,2026-08-24T09:08:41Z,2026-09-10T14:18:34Z,【🐉龙虎榜·卷四】季度奖揭榜，VF 为纲——谁人乘龙，谁人执印？,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/42945861800983,retrieved_not_deep_reviewed
|
||||
42943436447127,2026-08-24T04:09:19Z,2026-09-10T17:03:52Z,【测试】相对文件名路径验证帖,other,https://support.worldquantbrain.com/hc/en-us/community/posts/42943436447127,retrieved_not_deep_reviewed
|
||||
42801904467607,2026-08-18T07:14:53Z,2026-09-09T08:43:39Z,[AI工具]让AI打工人使用免费的deepseek(freebuff反向代理),ai-mining;engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/42801904467607,retrieved_not_deep_reviewed
|
||||
42775887653399,2026-08-17T13:07:37Z,2026-09-10T10:49:38Z,"Combined Alpha Performance 连续四季爬升，本季度突破 2.0：一条""从负数到2""的实证轨迹",portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/42775887653399,retrieved_not_deep_reviewed
|
||||
42774450536343,2026-08-17T12:12:11Z,2026-09-10T05:48:14Z,【大角羊】💰 每天14:30，微信自动把昨天的 Base Payment 账单送到你手上（RA/SA 分项 · 开箱即用）,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/42774450536343,retrieved_not_deep_reviewed
|
||||
42772611660823,2026-08-17T10:05:06Z,2026-09-10T04:32:34Z,【经验分享】分享一个combine稳定2+，最高3.23的ppa池子分布，以及分享做ppa的经验,portfolio;platform,https://support.worldquantbrain.com/hc/en-us/community/posts/42772611660823,retrieved_not_deep_reviewed
|
||||
42771962021143,2026-08-17T08:55:07Z,2026-09-09T13:33:00Z,【AI 挖 Alpha】晒晒自己最近 AI 挖 Alpha 用了多少 Token 吧！,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/42771962021143,retrieved_not_deep_reviewed
|
||||
42757091114647,2026-08-16T07:52:17Z,2026-09-10T10:50:43Z,免费使用DeepSeek V4 Pro,other,https://support.worldquantbrain.com/hc/en-us/community/posts/42757091114647,retrieved_not_deep_reviewed
|
||||
42756641286295,2026-08-16T06:34:33Z,2026-09-07T14:41:38Z,base记录,other,https://support.worldquantbrain.com/hc/en-us/community/posts/42756641286295,retrieved_not_deep_reviewed
|
||||
42756136847639,2026-08-16T05:11:27Z,2026-09-06T10:11:25Z,AI打工人适配Opencode go套餐,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/42756136847639,retrieved_not_deep_reviewed
|
||||
42743732814999,2026-08-15T11:17:48Z,2026-09-06T10:11:33Z,Claude Code Router 和quantflow不兼容的解决办法,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/42743732814999,retrieved_not_deep_reviewed
|
||||
42740521405463,2026-08-15T04:01:48Z,2026-09-06T10:11:40Z,【大角羊】📱💻 电脑上的 Pi × 手机钉钉 双向通信——从零搭建全教程（零公网 · 零成本 · 开机自启）】,other,https://support.worldquantbrain.com/hc/en-us/community/posts/42740521405463,retrieved_not_deep_reviewed
|
||||
42738237663639,2026-08-15T00:37:15Z,2026-09-06T10:11:47Z,Claude Code 第三方模型使用搜索的利器——EXA,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/42738237663639,retrieved_not_deep_reviewed
|
||||
42721824181271,2026-08-14T14:28:28Z,2026-09-06T10:11:53Z,把 Self-Correlation 搬到本地：用 daily-pnl 精确复现平台口径（实测最大误差 0.00004）,ai-mining;engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/42721824181271,curated
|
||||
42720875852439,2026-08-14T13:56:37Z,2026-09-06T10:11:57Z,【7月新顾问分享】新人如何从每天0产出到每天稳定产出alpha经验分享,other,https://support.worldquantbrain.com/hc/en-us/community/posts/42720875852439,retrieved_not_deep_reviewed
|
||||
42714622464407,2026-08-14T06:16:44Z,2026-09-06T22:00:58Z,CNHKMCP QuantFlow 提示词,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/42714622464407,retrieved_not_deep_reviewed
|
||||
42743732814999,2026-08-15T11:17:48Z,2026-09-08T03:31:11Z,Claude Code Router 和quantflow不兼容的解决办法,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/42743732814999,retrieved_not_deep_reviewed
|
||||
42740521405463,2026-08-15T04:01:48Z,2026-09-09T10:14:40Z,【大角羊】📱💻 电脑上的 Pi × 手机钉钉 双向通信——从零搭建全教程（零公网 · 零成本 · 开机自启）】,other,https://support.worldquantbrain.com/hc/en-us/community/posts/42740521405463,retrieved_not_deep_reviewed
|
||||
42738237663639,2026-08-15T00:37:15Z,2026-09-08T03:31:10Z,Claude Code 第三方模型使用搜索的利器——EXA,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/42738237663639,retrieved_not_deep_reviewed
|
||||
42721824181271,2026-08-14T14:28:28Z,2026-09-08T10:00:54Z,把 Self-Correlation 搬到本地：用 daily-pnl 精确复现平台口径（实测最大误差 0.00004）,ai-mining;engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/42721824181271,curated
|
||||
42720875852439,2026-08-14T13:56:37Z,2026-09-10T08:23:10Z,【7月新顾问分享】新人如何从每天0产出到每天稳定产出alpha经验分享,other,https://support.worldquantbrain.com/hc/en-us/community/posts/42720875852439,retrieved_not_deep_reviewed
|
||||
42714622464407,2026-08-14T06:16:44Z,2026-09-09T14:41:30Z,CNHKMCP QuantFlow 提示词,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/42714622464407,retrieved_not_deep_reviewed
|
||||
42691768951447,2026-08-13T14:10:35Z,2026-09-06T10:12:05Z,CLIProxyAPI桌面版，搭配opencode-go，实现与QuantFlow的配合,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/42691768951447,retrieved_not_deep_reviewed
|
||||
42686571665303,2026-08-13T09:20:16Z,2026-09-06T10:12:11Z,【OB】Pi+DSV4F+Extensions让我连续5天交满5个Alpha,other,https://support.worldquantbrain.com/hc/en-us/community/posts/42686571665303,retrieved_not_deep_reviewed
|
||||
42662873714711,2026-08-12T13:39:07Z,2026-09-06T10:12:18Z,AI模板库分享,alpha-idea;ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/42662873714711,retrieved_not_deep_reviewed
|
||||
42686571665303,2026-08-13T09:20:16Z,2026-09-09T17:47:20Z,【OB】Pi+DSV4F+Extensions让我连续5天交满5个Alpha,other,https://support.worldquantbrain.com/hc/en-us/community/posts/42686571665303,retrieved_not_deep_reviewed
|
||||
42662873714711,2026-08-12T13:39:07Z,2026-09-09T18:59:19Z,AI模板库分享,alpha-idea;ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/42662873714711,retrieved_not_deep_reviewed
|
||||
42587179348119,2026-08-09T13:34:48Z,2026-09-06T10:12:24Z,GBR/DEU新地区不出货？多图解析新地区Alpha首周全球提交现况,other,https://support.worldquantbrain.com/hc/en-us/community/posts/42587179348119,retrieved_not_deep_reviewed
|
||||
42585946296855,2026-08-09T11:25:38Z,2026-09-06T10:12:32Z,分享一个连接插件中prodmemo和python的一个小脚本，帮助大家可以将页面上缓存的pc拿到python里用,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/42585946296855,retrieved_not_deep_reviewed
|
||||
42549574041367,2026-08-07T15:11:16Z,2026-09-06T10:12:41Z,普通 Alpha 到顶级 Alpha 的优化执行手册,other,https://support.worldquantbrain.com/hc/en-us/community/posts/42549574041367,retrieved_not_deep_reviewed
|
||||
42519002511767,2026-08-06T13:40:05Z,2026-09-07T06:45:10Z,【经验分享】Python Alpha 30名心得：从 FastExpr 到 Python，我用 17 个 alpha 趟出来的一条路,other,https://support.worldquantbrain.com/hc/en-us/community/posts/42519002511767,curated
|
||||
42549574041367,2026-08-07T15:11:16Z,2026-09-10T18:55:47Z,普通 Alpha 到顶级 Alpha 的优化执行手册,other,https://support.worldquantbrain.com/hc/en-us/community/posts/42549574041367,retrieved_not_deep_reviewed
|
||||
42519002511767,2026-08-06T13:40:05Z,2026-09-09T17:47:22Z,【经验分享】Python Alpha 30名心得：从 FastExpr 到 Python，我用 17 个 alpha 趟出来的一条路,other,https://support.worldquantbrain.com/hc/en-us/community/posts/42519002511767,curated
|
||||
42513832186263,2026-08-06T08:10:32Z,2026-09-06T10:12:57Z,【7月新顾问分享】从“用户阶段好用”到“顾问阶段跑通”,other,https://support.worldquantbrain.com/hc/en-us/community/posts/42513832186263,retrieved_not_deep_reviewed
|
||||
42513455206423,2026-08-06T07:24:54Z,2026-09-06T10:13:04Z,【7月新顾问分享】从盲目试错到建立可复盘的 Alpha ai研究流程。 随着大模型的增强，我个人认为skill是无用之举，并且会限制你的ai去挖掘更多方向,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/42513455206423,curated
|
||||
42509573118999,2026-08-06T01:10:42Z,2026-09-06T10:13:17Z,"AI: GLB analyst16 -- 从""潜力 Alpha""到""成功 Alpha""：一次成功挖掘regular alpha的复盘",ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/42509573118999,retrieved_not_deep_reviewed
|
||||
42487308197783,2026-08-05T12:29:10Z,2026-09-07T07:25:25Z,TRAE 自动化定时任务 + 电脑控制：让 AI的Alpha 优化永不卡死，全程零人工盯屏,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/42487308197783,retrieved_not_deep_reviewed
|
||||
42460800447895,2026-08-04T14:16:29Z,2026-09-06T10:13:28Z,关于华子哥插件显示数据集表现的方法,alpha-idea,https://support.worldquantbrain.com/hc/en-us/community/posts/42460800447895,retrieved_not_deep_reviewed
|
||||
42455010729367,2026-08-04T09:08:28Z,2026-09-06T10:13:38Z,【经验分享】省钱！！Context 与 Token 极致瘦身的 3 大技巧,other,https://support.worldquantbrain.com/hc/en-us/community/posts/42455010729367,retrieved_not_deep_reviewed
|
||||
42425230653719,2026-08-03T11:12:47Z,2026-09-06T10:13:44Z,【资源分享】基于腾讯IMA的 WorldQuant BRAIN 论坛高价值(GM)经验总结知识库,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/42425230653719,retrieved_not_deep_reviewed
|
||||
42423993843735,2026-08-03T09:16:29Z,2026-09-06T15:03:55Z,【2026.08月活动】给回测服务器上点压力！提升回测数量是提交alpha的前提,engineering;platform,https://support.worldquantbrain.com/hc/en-us/community/posts/42423993843735,retrieved_not_deep_reviewed
|
||||
42423399281815,2026-08-03T08:06:20Z,2026-09-06T10:14:03Z,【经验分享】：弱推理模型提示词工程思路,ai-mining;engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/42423399281815,retrieved_not_deep_reviewed
|
||||
42407253630359,2026-08-02T06:45:01Z,2026-09-06T10:14:10Z,【Tie breaker criteria篇】一文告诉你如何GOLD直通Grandmaster！（下篇）,other,https://support.worldquantbrain.com/hc/en-us/community/posts/42407253630359,retrieved_not_deep_reviewed
|
||||
42406158561943,2026-08-02T04:01:39Z,2026-09-06T10:14:21Z,【工程优化】Agent 挖 Alpha 时 Token 黑洞：raw 留磁盘，对话只读 decision,ai-mining;engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/42406158561943,curated
|
||||
42403326870423,2026-08-01T23:06:55Z,2026-08-31T04:35:05Z,【工作流分享】我用reasonix 以正式版deepseek4flash 13小时花费3.5rmb 挖到一个美国因子,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/42403326870423,retrieved_not_deep_reviewed
|
||||
42359440646551,2026-07-31T02:03:08Z,2026-08-31T02:54:25Z,"使用tail(group_zscore(x,industry), lower=-1.1, upper=1.1, newval=0)有效降低PC",ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/42359440646551,retrieved_not_deep_reviewed
|
||||
42304810788375,2026-07-29T07:28:45Z,2026-09-06T13:09:26Z,【Quant101】工具开源：FastPlus —— 大模型友好的本地 Fast Expression 解析器,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/42304810788375,retrieved_not_deep_reviewed
|
||||
42513455206423,2026-08-06T07:24:54Z,2026-09-08T01:17:09Z,【7月新顾问分享】从盲目试错到建立可复盘的 Alpha ai研究流程。 随着大模型的增强，我个人认为skill是无用之举，并且会限制你的ai去挖掘更多方向,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/42513455206423,curated
|
||||
42509573118999,2026-08-06T01:10:42Z,2026-09-09T01:48:44Z,"AI: GLB analyst16 -- 从""潜力 Alpha""到""成功 Alpha""：一次成功挖掘regular alpha的复盘",ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/42509573118999,retrieved_not_deep_reviewed
|
||||
42487308197783,2026-08-05T12:29:10Z,2026-09-09T01:48:43Z,TRAE 自动化定时任务 + 电脑控制：让 AI的Alpha 优化永不卡死，全程零人工盯屏,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/42487308197783,retrieved_not_deep_reviewed
|
||||
42460800447895,2026-08-04T14:16:29Z,2026-09-09T01:48:41Z,关于华子哥插件显示数据集表现的方法,alpha-idea,https://support.worldquantbrain.com/hc/en-us/community/posts/42460800447895,retrieved_not_deep_reviewed
|
||||
42455010729367,2026-08-04T09:08:28Z,2026-09-08T04:37:34Z,【经验分享】省钱！！Context 与 Token 极致瘦身的 3 大技巧,other,https://support.worldquantbrain.com/hc/en-us/community/posts/42455010729367,retrieved_not_deep_reviewed
|
||||
42425230653719,2026-08-03T11:12:47Z,2026-09-09T08:57:13Z,【资源分享】基于腾讯IMA的 WorldQuant BRAIN 论坛高价值(GM)经验总结知识库,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/42425230653719,retrieved_not_deep_reviewed
|
||||
42423993843735,2026-08-03T09:16:29Z,2026-09-09T06:13:30Z,【2026.08月活动】给回测服务器上点压力！提升回测数量是提交alpha的前提,engineering;platform,https://support.worldquantbrain.com/hc/en-us/community/posts/42423993843735,retrieved_not_deep_reviewed
|
||||
42423399281815,2026-08-03T08:06:20Z,2026-09-09T12:13:16Z,【经验分享】：弱推理模型提示词工程思路,ai-mining;engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/42423399281815,retrieved_not_deep_reviewed
|
||||
42407253630359,2026-08-02T06:45:01Z,2026-09-09T11:47:39Z,【Tie breaker criteria篇】一文告诉你如何GOLD直通Grandmaster！（下篇）,other,https://support.worldquantbrain.com/hc/en-us/community/posts/42407253630359,retrieved_not_deep_reviewed
|
||||
42406158561943,2026-08-02T04:01:39Z,2026-09-09T06:25:32Z,【工程优化】Agent 挖 Alpha 时 Token 黑洞：raw 留磁盘，对话只读 decision,ai-mining;engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/42406158561943,curated
|
||||
42403326870423,2026-08-01T23:06:55Z,2026-09-09T06:25:51Z,【工作流分享】我用reasonix 以正式版deepseek4flash 13小时花费3.5rmb 挖到一个美国因子,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/42403326870423,retrieved_not_deep_reviewed
|
||||
42359440646551,2026-07-31T02:03:08Z,2026-09-10T08:54:18Z,"使用tail(group_zscore(x,industry), lower=-1.1, upper=1.1, newval=0)有效降低PC",ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/42359440646551,retrieved_not_deep_reviewed
|
||||
42304810788375,2026-07-29T07:28:45Z,2026-09-09T06:26:21Z,【Quant101】工具开源：FastPlus —— 大模型友好的本地 Fast Expression 解析器,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/42304810788375,retrieved_not_deep_reviewed
|
||||
42304698341399,2026-07-29T07:08:46Z,2026-09-06T06:42:12Z,新顾问专属｜GAC 2026火热进行中，8月9日前所有GLB D1 Pure PowerPool Alpha均可参赛！,platform,https://support.worldquantbrain.com/hc/en-us/community/posts/42304698341399,retrieved_not_deep_reviewed
|
||||
42302637812503,2026-07-29T03:17:49Z,2026-09-07T07:46:17Z,📢 BRAIN 中国区意见与建议留言墙,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/42302637812503,retrieved_not_deep_reviewed
|
||||
42302363145879,2026-07-29T03:00:25Z,2026-09-04T08:52:16Z,【龙虎榜·卷三】Combine新章鸣锣，VF季榜神州十八骑绝尘，榜更迟来群雄逐鹿，新赛季首更谁立潮头？,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/42302363145879,retrieved_not_deep_reviewed
|
||||
42274443124119,2026-07-28T04:37:43Z,2026-09-06T14:58:44Z,【工作流分享】我把整套 BRAIN 挖矿流程写成了 5 个 Agent Skill（含使用教程 + 真实实验记录 + 全套文件打包下载）,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/42274443124119,curated
|
||||
42259186135831,2026-07-27T17:54:46Z,2026-09-04T08:53:44Z,【2个月提交220个RA经验分享】跨地区通用规律：哪些经验换个 Region 还能用？,other,https://support.worldquantbrain.com/hc/en-us/community/posts/42259186135831,retrieved_not_deep_reviewed
|
||||
42258807786391,2026-07-27T17:43:50Z,2026-09-07T07:40:24Z,【2个月提交220个RA经验分享】ASI 从论坛知识到实战验证：SLOW 中性化是王道,other,https://support.worldquantbrain.com/hc/en-us/community/posts/42258807786391,retrieved_not_deep_reviewed
|
||||
42216209199255,2026-07-25T09:32:43Z,2026-09-04T08:56:59Z,【经验分享】Comb-3+靠 os Comb 从Gold到Master的一些总结,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/42216209199255,retrieved_not_deep_reviewed
|
||||
42215740602135,2026-07-25T08:45:29Z,2026-09-04T14:46:10Z,快给你们的帖子化妆吧！一套实测可用的 HTML 排版组件,other,https://support.worldquantbrain.com/hc/en-us/community/posts/42215740602135,retrieved_not_deep_reviewed
|
||||
42215210781719,2026-07-25T07:43:59Z,2026-09-06T15:07:50Z,成为 Grandmaster 后，我复盘了 Q2 的 224 个 Alpha：相比过去，哪些真的改变了？,other,https://support.worldquantbrain.com/hc/en-us/community/posts/42215210781719,retrieved_not_deep_reviewed
|
||||
42211897526295,2026-07-25T02:29:49Z,2026-09-05T00:55:49Z,【SPC深度实战】从数据源到信号衰减——Systematic Predictions Challenge 排名优化的完整框架,engineering;platform,https://support.worldquantbrain.com/hc/en-us/community/posts/42211897526295,retrieved_not_deep_reviewed
|
||||
42187906212247,2026-07-24T08:28:52Z,2026-09-04T09:01:52Z,冷门数据集分享【earnings】,alpha-idea,https://support.worldquantbrain.com/hc/en-us/community/posts/42187906212247,curated
|
||||
42187744015767,2026-07-24T08:12:51Z,2026-08-31T04:09:35Z,使用rank_by_side改善2year_sharpe/ladder_sharpe,other,https://support.worldquantbrain.com/hc/en-us/community/posts/42187744015767,retrieved_not_deep_reviewed
|
||||
42185098677399,2026-07-24T02:58:26Z,2026-09-05T07:49:49Z,分享自己写的超多功能的客户端(效率神器),other,https://support.worldquantbrain.com/hc/en-us/community/posts/42185098677399,retrieved_not_deep_reviewed
|
||||
42302637812503,2026-07-29T03:17:49Z,2026-09-10T16:42:52Z,📢 BRAIN 中国区意见与建议留言墙,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/42302637812503,retrieved_not_deep_reviewed
|
||||
42302363145879,2026-07-29T03:00:25Z,2026-09-08T03:31:25Z,【龙虎榜·卷三】Combine新章鸣锣，VF季榜神州十八骑绝尘，榜更迟来群雄逐鹿，新赛季首更谁立潮头？,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/42302363145879,retrieved_not_deep_reviewed
|
||||
42274443124119,2026-07-28T04:37:43Z,2026-09-09T13:20:37Z,【工作流分享】我把整套 BRAIN 挖矿流程写成了 5 个 Agent Skill（含使用教程 + 真实实验记录 + 全套文件打包下载）,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/42274443124119,curated
|
||||
42259186135831,2026-07-27T17:54:46Z,2026-09-10T01:49:28Z,【2个月提交220个RA经验分享】跨地区通用规律：哪些经验换个 Region 还能用？,other,https://support.worldquantbrain.com/hc/en-us/community/posts/42259186135831,retrieved_not_deep_reviewed
|
||||
42258807786391,2026-07-27T17:43:50Z,2026-09-09T08:41:14Z,【2个月提交220个RA经验分享】ASI 从论坛知识到实战验证：SLOW 中性化是王道,other,https://support.worldquantbrain.com/hc/en-us/community/posts/42258807786391,retrieved_not_deep_reviewed
|
||||
42216209199255,2026-07-25T09:32:43Z,2026-09-10T06:50:36Z,【经验分享】Comb-3+靠 os Comb 从Gold到Master的一些总结,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/42216209199255,retrieved_not_deep_reviewed
|
||||
42215740602135,2026-07-25T08:45:29Z,2026-09-10T06:50:50Z,快给你们的帖子化妆吧！一套实测可用的 HTML 排版组件,other,https://support.worldquantbrain.com/hc/en-us/community/posts/42215740602135,retrieved_not_deep_reviewed
|
||||
42215210781719,2026-07-25T07:43:59Z,2026-09-09T07:41:54Z,成为 Grandmaster 后，我复盘了 Q2 的 224 个 Alpha：相比过去，哪些真的改变了？,other,https://support.worldquantbrain.com/hc/en-us/community/posts/42215210781719,retrieved_not_deep_reviewed
|
||||
42211897526295,2026-07-25T02:29:49Z,2026-09-10T06:51:46Z,【SPC深度实战】从数据源到信号衰减——Systematic Predictions Challenge 排名优化的完整框架,engineering;platform,https://support.worldquantbrain.com/hc/en-us/community/posts/42211897526295,retrieved_not_deep_reviewed
|
||||
42187906212247,2026-07-24T08:28:52Z,2026-09-10T06:52:43Z,冷门数据集分享【earnings】,alpha-idea,https://support.worldquantbrain.com/hc/en-us/community/posts/42187906212247,curated
|
||||
42187744015767,2026-07-24T08:12:51Z,2026-09-09T08:44:35Z,使用rank_by_side改善2year_sharpe/ladder_sharpe,other,https://support.worldquantbrain.com/hc/en-us/community/posts/42187744015767,retrieved_not_deep_reviewed
|
||||
42185098677399,2026-07-24T02:58:26Z,2026-09-09T09:48:42Z,分享自己写的超多功能的客户端(效率神器),other,https://support.worldquantbrain.com/hc/en-us/community/posts/42185098677399,retrieved_not_deep_reviewed
|
||||
42184733027991,2026-07-24T02:18:40Z,2026-09-06T03:36:50Z,浅谈我的一二三阶开发流程----记7.23日新人答疑课,other,https://support.worldquantbrain.com/hc/en-us/community/posts/42184733027991,curated
|
||||
42161798745879,2026-07-23T09:22:01Z,2026-09-06T11:31:07Z,从新手到GM顾问：我的Alpha挖掘系统化方法论分享,other,https://support.worldquantbrain.com/hc/en-us/community/posts/42161798745879,retrieved_not_deep_reviewed
|
||||
42161798745879,2026-07-23T09:22:01Z,2026-09-09T17:47:26Z,从新手到GM顾问：我的Alpha挖掘系统化方法论分享,other,https://support.worldquantbrain.com/hc/en-us/community/posts/42161798745879,retrieved_not_deep_reviewed
|
||||
42160945573271,2026-07-23T07:42:15Z,2026-09-06T06:42:27Z,用Python alpha 剔除/保留特定国家/行业进行回测的初步尝试,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/42160945573271,retrieved_not_deep_reviewed
|
||||
42160836246039,2026-07-23T07:26:46Z,2026-09-05T00:26:28Z,GOLD→MASTER→GM，VF0.96，我的11月至6月总结。,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/42160836246039,retrieved_not_deep_reviewed
|
||||
42160653418647,2026-07-23T07:06:37Z,2026-09-06T06:42:27Z,通过Labs查看group类型字段的字符串与对应数字id的方法(附部分对应表格),alpha-idea,https://support.worldquantbrain.com/hc/en-us/community/posts/42160653418647,retrieved_not_deep_reviewed
|
||||
42078917602455,2026-07-20T10:08:29Z,2026-08-29T02:50:51Z,【Quant101】AI因子挖掘实战：零成本用AI挖掘一个 High Turnover PPA,ai-mining;platform,https://support.worldquantbrain.com/hc/en-us/community/posts/42078917602455,retrieved_not_deep_reviewed
|
||||
42078917602455,2026-07-20T10:08:29Z,2026-09-09T06:26:21Z,【Quant101】AI因子挖掘实战：零成本用AI挖掘一个 High Turnover PPA,ai-mining;platform,https://support.worldquantbrain.com/hc/en-us/community/posts/42078917602455,retrieved_not_deep_reviewed
|
||||
42078729821591,2026-07-20T09:49:27Z,2026-09-05T00:25:15Z,【字段处理】nan 不是一种：断粮型该填、真缺型别填（GLB/MINVOL1M & IND/TOP500/D1）,alpha-idea,https://support.worldquantbrain.com/hc/en-us/community/posts/42078729821591,retrieved_not_deep_reviewed
|
||||
42065802192023,2026-07-19T12:27:25Z,2026-08-29T02:53:46Z,[Token王] 2026Q2 全球六维数据分析,other,https://support.worldquantbrain.com/hc/en-us/community/posts/42065802192023,retrieved_not_deep_reviewed
|
||||
42065802192023,2026-07-19T12:27:25Z,2026-09-09T06:47:49Z,[Token王] 2026Q2 全球六维数据分析,other,https://support.worldquantbrain.com/hc/en-us/community/posts/42065802192023,retrieved_not_deep_reviewed
|
||||
42065262268567,2026-07-19T11:29:39Z,2026-09-05T00:25:15Z,【换手治理】低换手≠稳健：turnover 的三个隐形侵蚀点，和 trade_when 别用反了（USA/TOP3000/D1）,other,https://support.worldquantbrain.com/hc/en-us/community/posts/42065262268567,retrieved_not_deep_reviewed
|
||||
42064574062359,2026-07-19T10:02:02Z,2026-08-29T02:56:24Z,最近跑 alpha 后沉淀的几个少踩坑经验,other,https://support.worldquantbrain.com/hc/en-us/community/posts/42064574062359,retrieved_not_deep_reviewed
|
||||
42064544905495,2026-07-19T09:53:45Z,2026-08-29T02:58:20Z,最近跑 alpha 后沉淀的几个少踩坑经验,other,https://support.worldquantbrain.com/hc/en-us/community/posts/42064544905495,retrieved_not_deep_reviewed
|
||||
42062231758103,2026-07-19T03:51:11Z,2026-08-29T02:59:29Z,【GLB】冷门数据集分享,alpha-idea,https://support.worldquantbrain.com/hc/en-us/community/posts/42062231758103,retrieved_not_deep_reviewed
|
||||
42062231758103,2026-07-19T03:51:11Z,2026-09-10T06:52:45Z,【GLB】冷门数据集分享,alpha-idea,https://support.worldquantbrain.com/hc/en-us/community/posts/42062231758103,retrieved_not_deep_reviewed
|
||||
42061123738903,2026-07-19T01:29:50Z,2026-09-06T06:42:28Z,Python alpha官方webinar视频代码补档：ACO + Online alphas,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/42061123738903,retrieved_not_deep_reviewed
|
||||
42060935441943,2026-07-19T01:05:26Z,2026-09-06T06:42:28Z,官方webinar不分享源代码？用skill一键完整提取视频中的代码,ai-mining;engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/42060935441943,retrieved_not_deep_reviewed
|
||||
42047259261335,2026-07-18T04:01:02Z,2026-09-05T00:25:15Z,从 Fast 翻译到 Python Alpha 别急着炫技：截面/时序错位是头号杀手，事件漂移和中性化层级是隐形雷,other,https://support.worldquantbrain.com/hc/en-us/community/posts/42047259261335,curated
|
||||
42045578950551,2026-07-18T01:16:32Z,2026-09-07T06:45:10Z,【经验分享】从Gold到Master：一个普通顾问的升级之路,other,https://support.worldquantbrain.com/hc/en-us/community/posts/42045578950551,retrieved_not_deep_reviewed
|
||||
42045578950551,2026-07-18T01:16:32Z,2026-09-07T14:05:02Z,【经验分享】从Gold到Master：一个普通顾问的升级之路,other,https://support.worldquantbrain.com/hc/en-us/community/posts/42045578950551,retrieved_not_deep_reviewed
|
||||
42044407938839,2026-07-17T23:55:28Z,2026-08-29T03:05:13Z,在回测页面新窗口打开Alpha 详情页和在详情页便携复制信息的油猴脚本,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/42044407938839,retrieved_not_deep_reviewed
|
||||
42029118285847,2026-07-17T14:49:02Z,2026-09-05T00:25:16Z,rank / zscore / group_rank 别乱用：中性化前这一步，决定你 OS 稳不稳,other,https://support.worldquantbrain.com/hc/en-us/community/posts/42029118285847,retrieved_not_deep_reviewed
|
||||
42022555985047,2026-07-17T08:57:03Z,2026-09-04T16:04:05Z,【SPC宝可梦】收集多位投资大师Promot,platform,https://support.worldquantbrain.com/hc/en-us/community/posts/42022555985047,retrieved_not_deep_reviewed
|
||||
42022555985047,2026-07-17T08:57:03Z,2026-09-10T15:03:11Z,【SPC宝可梦】收集多位投资大师Promot,platform,https://support.worldquantbrain.com/hc/en-us/community/posts/42022555985047,retrieved_not_deep_reviewed
|
||||
42021722069143,2026-07-17T07:32:26Z,2026-09-05T00:27:21Z,【工具优化】回测页面中Alpha详情的跳转按钮没了？插件来实现！,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/42021722069143,retrieved_not_deep_reviewed
|
||||
42021244122775,2026-07-17T06:37:04Z,2026-09-04T18:00:25Z,SPC 竞赛 Prompt 生成完整指南,platform,https://support.worldquantbrain.com/hc/en-us/community/posts/42021244122775,retrieved_not_deep_reviewed
|
||||
42020342676759,2026-07-17T04:56:47Z,2026-09-04T15:52:25Z,【代码分享】免费获取SPC比赛所需ID数据,engineering;platform,https://support.worldquantbrain.com/hc/en-us/community/posts/42020342676759,retrieved_not_deep_reviewed
|
||||
42021244122775,2026-07-17T06:37:04Z,2026-09-09T08:57:55Z,SPC 竞赛 Prompt 生成完整指南,platform,https://support.worldquantbrain.com/hc/en-us/community/posts/42021244122775,retrieved_not_deep_reviewed
|
||||
42020342676759,2026-07-17T04:56:47Z,2026-09-10T03:43:10Z,【代码分享】免费获取SPC比赛所需ID数据,engineering;platform,https://support.worldquantbrain.com/hc/en-us/community/posts/42020342676759,retrieved_not_deep_reviewed
|
||||
42019924663319,2026-07-17T04:09:47Z,2026-08-29T03:11:38Z,这次升级，让我非常的意外！,other,https://support.worldquantbrain.com/hc/en-us/community/posts/42019924663319,retrieved_not_deep_reviewed
|
||||
42019332809111,2026-07-17T03:11:51Z,2026-08-29T03:13:14Z,【新手顾问经验分享】从“随机试因子”到“研究生产系统”：一套面向 RA 与 PPA 的 Alpha 研究框架,engineering;platform,https://support.worldquantbrain.com/hc/en-us/community/posts/42019332809111,retrieved_not_deep_reviewed
|
||||
42019010387479,2026-07-17T02:43:30Z,2026-08-29T03:14:30Z,"【踩坑记录】Python Alpha 开发中容易触发的 5 个""隐藏规则""",other,https://support.worldquantbrain.com/hc/en-us/community/posts/42019010387479,retrieved_not_deep_reviewed
|
||||
42018671130391,2026-07-17T02:14:19Z,2026-09-06T12:24:05Z,【经验分享】Alpha 过拟合的早期信号与应对策略,other,https://support.worldquantbrain.com/hc/en-us/community/posts/42018671130391,retrieved_not_deep_reviewed
|
||||
42019010387479,2026-07-17T02:43:30Z,2026-09-10T06:51:47Z,"【踩坑记录】Python Alpha 开发中容易触发的 5 个""隐藏规则""",other,https://support.worldquantbrain.com/hc/en-us/community/posts/42019010387479,retrieved_not_deep_reviewed
|
||||
42018671130391,2026-07-17T02:14:19Z,2026-09-10T10:15:15Z,【经验分享】Alpha 过拟合的早期信号与应对策略,other,https://support.worldquantbrain.com/hc/en-us/community/posts/42018671130391,retrieved_not_deep_reviewed
|
||||
42015743397655,2026-07-16T23:02:32Z,2026-08-29T03:16:35Z,Prompt 竞赛指南,other,https://support.worldquantbrain.com/hc/en-us/community/posts/42015743397655,retrieved_not_deep_reviewed
|
||||
42007074836247,2026-07-16T17:36:24Z,2026-09-02T11:38:05Z,Power Pool Competition拿奖就像开盲盒？USA D1 Fast Dataset Power Pool拿到第二名的分析与思考,platform,https://support.worldquantbrain.com/hc/en-us/community/posts/42007074836247,retrieved_not_deep_reviewed
|
||||
41995684431767,2026-07-16T09:16:12Z,2026-09-05T00:25:16Z,Python alpha 里 np.nan_to_num 填 0 是在造伪信号：缺失值这么补才不坑,other,https://support.worldquantbrain.com/hc/en-us/community/posts/41995684431767,retrieved_not_deep_reviewed
|
||||
@@ -107,56 +113,56 @@
|
||||
41939959839895,2026-07-14T09:52:26Z,2026-09-05T00:25:17Z,"trade_when真不是装饰：把""只在某类行情里灵""的脆弱信号，用条件收住",other,https://support.worldquantbrain.com/hc/en-us/community/posts/41939959839895,retrieved_not_deep_reviewed
|
||||
41937689411479,2026-07-14T05:39:35Z,2026-08-29T05:37:54Z,【GLB/D1 PPAC复盘】第一次拿到PPAC第24名的复盘,platform,https://support.worldquantbrain.com/hc/en-us/community/posts/41937689411479,retrieved_not_deep_reviewed
|
||||
41909117583383,2026-07-13T07:41:26Z,2026-09-05T00:29:20Z,【差生文具多】WQ助手1.03版本(安卓版本),other,https://support.worldquantbrain.com/hc/en-us/community/posts/41909117583383,retrieved_not_deep_reviewed
|
||||
41908323673111,2026-07-13T06:19:18Z,2026-09-05T00:25:18Z,字段堆越多alpha越牛？我替你们试过了，真不是这么回事,alpha-idea,https://support.worldquantbrain.com/hc/en-us/community/posts/41908323673111,retrieved_not_deep_reviewed
|
||||
41908323673111,2026-07-13T06:19:18Z,2026-09-09T08:48:36Z,字段堆越多alpha越牛？我替你们试过了，真不是这么回事,alpha-idea,https://support.worldquantbrain.com/hc/en-us/community/posts/41908323673111,retrieved_not_deep_reviewed
|
||||
41903649174807,2026-07-12T22:22:13Z,2026-08-29T05:41:31Z,【新人笔记】Pairwise Correlation：提交前先想清楚提交顺序,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/41903649174807,retrieved_not_deep_reviewed
|
||||
41898564566167,2026-07-12T15:18:27Z,2026-08-31T05:13:16Z,新人半年一个季度一次跳跃：gold->expert->master,other,https://support.worldquantbrain.com/hc/en-us/community/posts/41898564566167,retrieved_not_deep_reviewed
|
||||
41898564566167,2026-07-12T15:18:27Z,2026-09-09T02:34:11Z,新人半年一个季度一次跳跃：gold->expert->master,other,https://support.worldquantbrain.com/hc/en-us/community/posts/41898564566167,retrieved_not_deep_reviewed
|
||||
41898002651287,2026-07-12T14:31:29Z,2026-08-29T05:43:36Z,【经验分享】VF0.37->0.95->0.97！我的方法论和工作流都在这了,ai-mining;portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/41898002651287,retrieved_not_deep_reviewed
|
||||
41897133795479,2026-07-12T13:05:00Z,2026-09-05T00:25:18Z,一个表达式IS很漂亮，提交半年后突然拉胯？我踩过的时间维度坑,other,https://support.worldquantbrain.com/hc/en-us/community/posts/41897133795479,retrieved_not_deep_reviewed
|
||||
41895342323095,2026-07-12T09:23:12Z,2026-09-04T03:32:01Z,【新顾问友好】【工具分享】挖出来因子不知道哪个值得交？来看看！含webui界面的alpha后向筛选工具（开源）,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/41895342323095,retrieved_not_deep_reviewed
|
||||
41895342323095,2026-07-12T09:23:12Z,2026-09-10T16:29:16Z,【新顾问友好】【工具分享】挖出来因子不知道哪个值得交？来看看！含webui界面的alpha后向筛选工具（开源）,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/41895342323095,retrieved_not_deep_reviewed
|
||||
41881412101399,2026-07-11T11:29:02Z,2026-09-05T00:25:19Z,【细节坑】中性化顺序不是随便排的：先 industry 还是先 group，结果差很多,other,https://support.worldquantbrain.com/hc/en-us/community/posts/41881412101399,retrieved_not_deep_reviewed
|
||||
41880799695127,2026-07-11T10:14:17Z,2026-09-07T08:04:45Z,[代码优化]ProdMemo v2.0：在浏览器本地计算 Self Corr,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/41880799695127,retrieved_not_deep_reviewed
|
||||
41880799695127,2026-07-11T10:14:17Z,2026-09-07T08:12:29Z,[代码优化]ProdMemo v2.0：在浏览器本地计算 Self Corr,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/41880799695127,retrieved_not_deep_reviewed
|
||||
41878175264663,2026-07-11T04:13:48Z,2026-08-29T05:49:19Z,【python alpha】IND区域 Python Alpha 优化经验分享,other,https://support.worldquantbrain.com/hc/en-us/community/posts/41878175264663,retrieved_not_deep_reviewed
|
||||
41877985926423,2026-07-11T03:58:23Z,2026-09-05T00:26:28Z,token太贵怎么办， GLM-5.2 免费了,other,https://support.worldquantbrain.com/hc/en-us/community/posts/41877985926423,retrieved_not_deep_reviewed
|
||||
41877348653335,2026-07-11T02:49:35Z,2026-07-29T16:03:59Z,【经验分享】SUPER Alpha 组合表达式（Combination）的多时间尺度融合 — combo_a 与风险调整权重,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/41877348653335,retrieved_not_deep_reviewed
|
||||
41877348653335,2026-07-11T02:49:35Z,2026-09-10T06:51:48Z,【经验分享】SUPER Alpha 组合表达式（Combination）的多时间尺度融合 — combo_a 与风险调整权重,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/41877348653335,retrieved_not_deep_reviewed
|
||||
41860731598487,2026-07-10T15:11:51Z,2026-08-31T02:33:15Z,[代码分享] BRAIN Alpha 批量提交工具 — PPA 备注自动管理 + 429 自适应退避,ai-mining;engineering;platform,https://support.worldquantbrain.com/hc/en-us/community/posts/41860731598487,retrieved_not_deep_reviewed
|
||||
41856507417623,2026-07-10T12:39:26Z,2026-09-03T04:52:58Z,从「 IDE的MCP挨个手动重启」到「一次配置，全部打通」：我的 BRAIN MCP 桥接架构分享,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/41856507417623,curated
|
||||
41854026316055,2026-07-10T09:39:49Z,2026-09-05T00:25:19Z,【验证纪律】同一表达式跨 universe 跑：region regime 错配导致的指标分裂,other,https://support.worldquantbrain.com/hc/en-us/community/posts/41854026316055,retrieved_not_deep_reviewed
|
||||
41853221944727,2026-07-10T08:07:46Z,2026-08-29T08:45:38Z,【AI打工人】0基础新手指南。我们安装的Skill和MCP到底有什么，怎么用？,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/41853221944727,retrieved_not_deep_reviewed
|
||||
41849925214231,2026-07-10T02:03:06Z,2026-08-15T13:56:06Z,降低【turnover】的几种方法对比分析,other,https://support.worldquantbrain.com/hc/en-us/community/posts/41849925214231,retrieved_not_deep_reviewed
|
||||
41849925214231,2026-07-10T02:03:06Z,2026-09-10T06:52:46Z,降低【turnover】的几种方法对比分析,other,https://support.worldquantbrain.com/hc/en-us/community/posts/41849925214231,retrieved_not_deep_reviewed
|
||||
41843067537431,2026-07-09T20:57:11Z,2026-07-24T07:03:13Z,Power Pool Competition拿奖就像开盲盒？USA D1 Fast Dataset Power Pool拿到第二名的分析与思考,platform,https://support.worldquantbrain.com/hc/en-us/community/posts/41843067537431,retrieved_not_deep_reviewed
|
||||
41830530812823,2026-07-09T14:35:37Z,2026-08-23T12:35:16Z,新手顾问Combined Selected Alpha Performance第一次更新冲上5.1,portfolio;platform,https://support.worldquantbrain.com/hc/en-us/community/posts/41830530812823,retrieved_not_deep_reviewed
|
||||
41825836449047,2026-07-09T11:08:53Z,2026-09-05T04:13:14Z,【大角羊】一分钟掌握参加SPC 2026要点！,platform,https://support.worldquantbrain.com/hc/en-us/community/posts/41825836449047,retrieved_not_deep_reviewed
|
||||
41825836449047,2026-07-09T11:08:53Z,2026-09-08T13:50:21Z,【大角羊】一分钟掌握参加SPC 2026要点！,platform,https://support.worldquantbrain.com/hc/en-us/community/posts/41825836449047,retrieved_not_deep_reviewed
|
||||
41804720051607,2026-07-08T15:47:44Z,2026-07-30T16:04:33Z,cnhkmcp 使用时经常需要重启和使用create_multi_simulation超时的问题,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/41804720051607,retrieved_not_deep_reviewed
|
||||
41801462727191,2026-07-08T14:19:05Z,2026-08-29T06:03:12Z,【SPC 2026】一文看懂 Systematic Prediction Challenge，写提示词就能参加！,ai-mining;platform,https://support.worldquantbrain.com/hc/en-us/community/posts/41801462727191,curated
|
||||
41801462727191,2026-07-08T14:19:05Z,2026-09-10T06:50:51Z,【SPC 2026】一文看懂 Systematic Prediction Challenge，写提示词就能参加！,ai-mining;platform,https://support.worldquantbrain.com/hc/en-us/community/posts/41801462727191,curated
|
||||
41796491619351,2026-07-08T10:32:54Z,2026-09-06T06:42:29Z,多图解析GLB最新3x High Turnover Theme国区提交现况,platform,https://support.worldquantbrain.com/hc/en-us/community/posts/41796491619351,retrieved_not_deep_reviewed
|
||||
41771840601495,2026-07-07T14:25:07Z,2026-09-02T09:37:35Z,【Super Alpha Combo 灵感】分享几个有意思的 Combo 表达式：获得更多三五！,alpha-idea;portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/41771840601495,retrieved_not_deep_reviewed
|
||||
41771840601495,2026-07-07T14:25:07Z,2026-09-10T06:50:53Z,【Super Alpha Combo 灵感】分享几个有意思的 Combo 表达式：获得更多三五！,alpha-idea;portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/41771840601495,retrieved_not_deep_reviewed
|
||||
41735891987479,2026-07-06T09:42:06Z,2026-09-05T00:25:19Z,废因子的二次利用：用低 Sharpe 稳定信号做自定义中性化,other,https://support.worldquantbrain.com/hc/en-us/community/posts/41735891987479,retrieved_not_deep_reviewed
|
||||
41734005749399,2026-07-06T06:03:18Z,2026-08-15T14:56:59Z,USA/D1 Power Pool July'26 — PPA六种中性化方式实测对比,platform,https://support.worldquantbrain.com/hc/en-us/community/posts/41734005749399,retrieved_not_deep_reviewed
|
||||
41732813691287,2026-07-06T03:30:04Z,2026-08-25T13:29:10Z,【经验分享】MEA地区高级算子探索篇：ts_entropy,other,https://support.worldquantbrain.com/hc/en-us/community/posts/41732813691287,retrieved_not_deep_reviewed
|
||||
41719890581911,2026-07-05T04:44:58Z,2026-07-31T03:17:46Z,【代码优化】代码提交ppa和sa时调用AI自动/手动写描述,ai-mining;engineering;platform,https://support.worldquantbrain.com/hc/en-us/community/posts/41719890581911,retrieved_not_deep_reviewed
|
||||
41707021146263,2026-07-04T09:22:13Z,2026-08-18T03:22:14Z,基于 MEA区TOP400因子，解决指标Weight Concentration过高、2Y Sharpe过低的优化实战总结,other,https://support.worldquantbrain.com/hc/en-us/community/posts/41707021146263,retrieved_not_deep_reviewed
|
||||
41706827651991,2026-07-04T08:53:46Z,2026-08-24T01:18:08Z,[all alpha can do] wqb_cli 0.3.2 震撼发布：从零打造 Agent-Native 的 WorldQuant BRAIN 真实操作层,ai-mining;engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/41706827651991,curated
|
||||
41692781472919,2026-07-03T16:09:22Z,2026-09-06T15:03:58Z,[26年7月打卡活动] 坚持提交 Alpha，最高赢取 300 积分！兑换BRAIN周边与token,ai-mining;platform,https://support.worldquantbrain.com/hc/en-us/community/posts/41692781472919,retrieved_not_deep_reviewed
|
||||
41706827651991,2026-07-04T08:53:46Z,2026-09-10T17:05:13Z,[all alpha can do] wqb_cli 0.3.2 震撼发布：从零打造 Agent-Native 的 WorldQuant BRAIN 真实操作层,ai-mining;engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/41706827651991,curated
|
||||
41692781472919,2026-07-03T16:09:22Z,2026-09-08T03:31:04Z,[26年7月打卡活动] 坚持提交 Alpha，最高赢取 300 积分！兑换BRAIN周边与token,ai-mining;platform,https://support.worldquantbrain.com/hc/en-us/community/posts/41692781472919,retrieved_not_deep_reviewed
|
||||
41684771561751,2026-07-03T09:43:59Z,2026-08-19T09:55:46Z,【心得分享】从入门到进阶——Alpha 优化全攻略,other,https://support.worldquantbrain.com/hc/en-us/community/posts/41684771561751,retrieved_not_deep_reviewed
|
||||
41684251807639,2026-07-03T08:53:42Z,2026-07-29T08:29:13Z,【实用工具】WorldQuant BRAIN Super Alpha 多地区生成器 复制可用 支持own和not own,ai-mining;engineering;portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/41684251807639,retrieved_not_deep_reviewed
|
||||
41684104419095,2026-07-03T08:34:18Z,2026-07-23T09:24:03Z,教训贴 - 学而时习之。,other,https://support.worldquantbrain.com/hc/en-us/community/posts/41684104419095,retrieved_not_deep_reviewed
|
||||
41655567026967,2026-07-02T09:07:02Z,2026-08-07T10:49:02Z,fast2python关于复现fast op分享,other,https://support.worldquantbrain.com/hc/en-us/community/posts/41655567026967,retrieved_not_deep_reviewed
|
||||
41655387004439,2026-07-02T08:52:32Z,2026-09-05T06:07:08Z,WorldQuant BRAIN MCP 工具频繁崩溃？一行代码修复连接断开的坑,ai-mining;engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/41655387004439,retrieved_not_deep_reviewed
|
||||
41654205318807,2026-07-02T06:32:45Z,2026-09-01T12:59:27Z,求助帖---华子哥的插件如何查看数据集的表现,alpha-idea,https://support.worldquantbrain.com/hc/en-us/community/posts/41654205318807,retrieved_not_deep_reviewed
|
||||
41653035827223,2026-07-02T04:23:28Z,2026-08-26T08:18:47Z,[Python alpha]基于LLms 工作流的python alpha制作经验分享,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/41653035827223,retrieved_not_deep_reviewed
|
||||
41651283176855,2026-07-02T01:49:11Z,2026-09-03T17:20:42Z,Osmosis 分数自动分配脚本：OS优先、REGULAR/SUPER分池、自动补齐10个,engineering;portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/41651283176855,retrieved_not_deep_reviewed
|
||||
41653035827223,2026-07-02T04:23:28Z,2026-09-07T13:18:21Z,[Python alpha]基于LLms 工作流的python alpha制作经验分享,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/41653035827223,retrieved_not_deep_reviewed
|
||||
41651283176855,2026-07-02T01:49:11Z,2026-09-10T12:52:57Z,Osmosis 分数自动分配脚本：OS优先、REGULAR/SUPER分池、自动补齐10个,engineering;portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/41651283176855,retrieved_not_deep_reviewed
|
||||
41625344232343,2026-07-01T06:59:13Z,2026-08-07T10:42:17Z,【经验分享】MEA地区CONCENTRATED_WEIGHT 阻塞解决记录,other,https://support.worldquantbrain.com/hc/en-us/community/posts/41625344232343,retrieved_not_deep_reviewed
|
||||
41625263438999,2026-07-01T06:48:57Z,2026-08-29T09:01:30Z,【代码分享】一个小工具：新人往哪里挖因子,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/41625263438999,retrieved_not_deep_reviewed
|
||||
41568235513623,2026-06-29T09:20:34Z,2026-07-21T07:25:31Z,每次实操都要留下可复用的东西，让错误和经验都变成资产,other,https://support.worldquantbrain.com/hc/en-us/community/posts/41568235513623,retrieved_not_deep_reviewed
|
||||
41567966789655,2026-06-29T08:54:54Z,2026-07-24T03:57:15Z,"新人坐牢3个月后vf从0.5=>0.86,稳中求进",portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/41567966789655,retrieved_not_deep_reviewed
|
||||
41563959159319,2026-06-29T01:58:42Z,2026-09-02T08:02:12Z,【经验分享】新手出分VF0.5-->0.96-->1-->1，Combine0.69-->0.39-->1.66-->2.03，如何从懵懂到开悟！,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/41563959159319,retrieved_not_deep_reviewed
|
||||
41563959159319,2026-06-29T01:58:42Z,2026-09-07T10:33:25Z,【经验分享】新手出分VF0.5-->0.96-->1-->1，Combine0.69-->0.39-->1.66-->2.03，如何从懵懂到开悟！,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/41563959159319,retrieved_not_deep_reviewed
|
||||
41556669366551,2026-06-28T15:20:46Z,2026-07-24T10:29:26Z,不懂就问，各位大神这个问题该怎么解决？,other,https://support.worldquantbrain.com/hc/en-us/community/posts/41556669366551,retrieved_not_deep_reviewed
|
||||
41553665016983,2026-06-28T10:02:03Z,2026-07-26T04:47:01Z,HKG PV Alpha 优化心得：rank(winsorize)+ts_quantile+decay=0 三重组合拳,other,https://support.worldquantbrain.com/hc/en-us/community/posts/41553665016983,retrieved_not_deep_reviewed
|
||||
41553665016983,2026-06-28T10:02:03Z,2026-09-10T06:52:44Z,HKG PV Alpha 优化心得：rank(winsorize)+ts_quantile+decay=0 三重组合拳,other,https://support.worldquantbrain.com/hc/en-us/community/posts/41553665016983,retrieved_not_deep_reviewed
|
||||
41552805539991,2026-06-28T07:29:20Z,2026-07-23T09:38:25Z,【经验分享】这样的alpha到底应不应该交？,other,https://support.worldquantbrain.com/hc/en-us/community/posts/41552805539991,retrieved_not_deep_reviewed
|
||||
41551682155799,2026-06-28T04:41:20Z,2026-09-03T11:15:13Z,【Python Alpha 挑战赛】高换手率因子优化经验分享,platform,https://support.worldquantbrain.com/hc/en-us/community/posts/41551682155799,retrieved_not_deep_reviewed
|
||||
41551045362071,2026-06-28T03:14:14Z,2026-08-23T14:03:54Z,【代码工具分享】让 Alpha 回测告别手工时代：一条命令跑完整个研究闭环,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/41551045362071,retrieved_not_deep_reviewed
|
||||
41550810962455,2026-06-28T02:51:55Z,2026-08-22T12:06:33Z,【经验分享】VF0.5-0.93-0.88-0.96-0.88-0.93，我交了什么样的Alpha？,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/41550810962455,retrieved_not_deep_reviewed
|
||||
41550783184663,2026-06-28T02:44:23Z,2026-08-28T11:18:24Z,【MCP WorkFlow】靠这套GLB地区优化工作流，RA直接入账55刀（附核心模板）,alpha-idea;ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/41550783184663,retrieved_not_deep_reviewed
|
||||
41550783184663,2026-06-28T02:44:23Z,2026-09-10T01:49:43Z,【MCP WorkFlow】靠这套GLB地区优化工作流，RA直接入账55刀（附核心模板）,alpha-idea;ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/41550783184663,retrieved_not_deep_reviewed
|
||||
41540700959639,2026-06-27T12:41:58Z,2026-07-24T10:33:57Z,[Python Alpha 挑战赛] Monte Carlo GBM + 贝叶斯自适应：AI Agent 量化研究工作流实战,ai-mining;platform,https://support.worldquantbrain.com/hc/en-us/community/posts/41540700959639,retrieved_not_deep_reviewed
|
||||
41540545206679,2026-06-27T12:32:05Z,2026-08-19T10:49:19Z,【Quant101】基于FastExpr的高效PythonAlpha架构设计——From Fast to Python Skill,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/41540545206679,retrieved_not_deep_reviewed
|
||||
41510344038551,2026-06-26T09:58:11Z,2026-07-23T09:36:18Z,【osmosis】首次分配osmosis，入围「Osmosis 破浪挑战赛」启航组TOP20的一些总结,portfolio;platform,https://support.worldquantbrain.com/hc/en-us/community/posts/41510344038551,retrieved_not_deep_reviewed
|
||||
@@ -165,39 +171,39 @@
|
||||
41485794329111,2026-06-25T15:53:28Z,2026-08-19T15:09:39Z,大模型量化研究通用提示词,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/41485794329111,retrieved_not_deep_reviewed
|
||||
41477736120983,2026-06-25T10:46:37Z,2026-09-06T14:41:09Z,【经验分享】VF0.5 - 0.8- 0.7 - 0.96，我的 VF 过山车全复盘,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/41477736120983,retrieved_not_deep_reviewed
|
||||
41476771798039,2026-06-25T09:12:45Z,2026-09-05T00:28:37Z,OS comb从稳健提升到雪崩，我的一次教训。,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/41476771798039,retrieved_not_deep_reviewed
|
||||
41469699090071,2026-06-24T22:45:50Z,2026-08-02T03:42:54Z,我的AI工作流：从低谷到突破，AI成了我的研究搭档,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/41469699090071,retrieved_not_deep_reviewed
|
||||
41469699090071,2026-06-24T22:45:50Z,2026-09-09T08:43:09Z,我的AI工作流：从低谷到突破，AI成了我的研究搭档,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/41469699090071,retrieved_not_deep_reviewed
|
||||
41459028441623,2026-06-24T16:23:21Z,2026-08-19T17:27:39Z,[经验分享]Osmosis分配的三种思路,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/41459028441623,retrieved_not_deep_reviewed
|
||||
41458691230615,2026-06-24T16:12:12Z,2026-07-11T04:22:07Z,MCP 实战中的三个效率瓶颈和我的绕行方案,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/41458691230615,retrieved_not_deep_reviewed
|
||||
41449260982423,2026-06-24T08:44:11Z,2026-08-18T07:59:46Z,【python alpha挑战赛】fast to python alpha skill ,ai-mining;platform,https://support.worldquantbrain.com/hc/en-us/community/posts/41449260982423,retrieved_not_deep_reviewed
|
||||
41449260982423,2026-06-24T08:44:11Z,2026-08-18T07:59:46Z,【python alpha挑战赛】fast to python alpha skill,ai-mining;platform,https://support.worldquantbrain.com/hc/en-us/community/posts/41449260982423,retrieved_not_deep_reviewed
|
||||
41447270247703,2026-06-24T04:47:37Z,2026-08-06T02:05:48Z,【Python Alpha】trade_when 参数调优,other,https://support.worldquantbrain.com/hc/en-us/community/posts/41447270247703,retrieved_not_deep_reviewed
|
||||
41446358126743,2026-06-24T03:12:35Z,2026-07-24T10:27:04Z,[工具分享]还在用向日葵？试试这款远程工具吧，免费流畅！,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/41446358126743,retrieved_not_deep_reviewed
|
||||
41446189246743,2026-06-24T02:57:34Z,2026-08-24T11:56:35Z, [一键运行版]AI工作流里准确校验表达式,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/41446189246743,retrieved_not_deep_reviewed
|
||||
41446189246743,2026-06-24T02:57:34Z,2026-08-24T11:56:35Z,[一键运行版]AI工作流里准确校验表达式,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/41446189246743,retrieved_not_deep_reviewed
|
||||
41430666584471,2026-06-23T16:06:52Z,2026-07-20T11:17:38Z,【复利工作流探索・第 1 篇】流程框架分工总览：如何打造可以持续迭代增值的挖矿体系,ai-mining;engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/41430666584471,retrieved_not_deep_reviewed
|
||||
41430630302871,2026-06-23T16:04:11Z,2026-07-04T09:07:54Z,【复利工作流探索・第 1 篇】流程框架分工总览：如何打造可以持续迭代增值的挖矿体系,ai-mining;engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/41430630302871,retrieved_not_deep_reviewed
|
||||
41428076834583,2026-06-23T14:48:40Z,2026-07-29T15:58:21Z,os rank全球第一对我的os combine的影响？以及如何通过os rank判断自己的oscombine的涨跌！,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/41428076834583,retrieved_not_deep_reviewed
|
||||
41421236450967,2026-06-23T08:42:05Z,2026-07-15T09:16:06Z,使用蒙特卡洛来实现python alpha代码,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/41421236450967,retrieved_not_deep_reviewed
|
||||
41421186876439,2026-06-23T08:36:36Z,2026-08-31T15:51:21Z, [Python Alpha 挑战赛] Regular Alpha → Python Alpha 转换实战指南,platform,https://support.worldquantbrain.com/hc/en-us/community/posts/41421186876439,retrieved_not_deep_reviewed
|
||||
41421186876439,2026-06-23T08:36:36Z,2026-08-31T15:51:21Z,[Python Alpha 挑战赛] Regular Alpha → Python Alpha 转换实战指南,platform,https://support.worldquantbrain.com/hc/en-us/community/posts/41421186876439,retrieved_not_deep_reviewed
|
||||
41420742165527,2026-06-23T07:51:08Z,2026-09-06T07:52:17Z,HKG sentiment (snl27/snt27) 三种 vec_sum 后处理路径实测对比,other,https://support.worldquantbrain.com/hc/en-us/community/posts/41420742165527,retrieved_not_deep_reviewed
|
||||
41418252156439,2026-06-23T02:58:03Z,2026-08-02T03:07:01Z,Python Alpha 数据预处理完全指南：从 Raw Data 到 Clean Signal 的五步法,other,https://support.worldquantbrain.com/hc/en-us/community/posts/41418252156439,retrieved_not_deep_reviewed
|
||||
41418196103191,2026-06-23T02:51:58Z,2026-07-24T10:23:52Z,隐藏技巧: 批量用alpha_id查询alpha,other,https://support.worldquantbrain.com/hc/en-us/community/posts/41418196103191,retrieved_not_deep_reviewed
|
||||
41417418697111,2026-06-23T01:38:06Z,2026-08-26T14:55:34Z,利用AI优化alpha，成功提交的过程,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/41417418697111,retrieved_not_deep_reviewed
|
||||
41417418697111,2026-06-23T01:38:06Z,2026-09-08T15:39:55Z,利用AI优化alpha，成功提交的过程,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/41417418697111,retrieved_not_deep_reviewed
|
||||
41409109779607,2026-06-22T19:19:08Z,2026-09-02T18:50:55Z,用 Codex + Claude Code 做 WorldQuant Alpha：一个简单实用的多 Agent 工作流,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/41409109779607,retrieved_not_deep_reviewed
|
||||
41397704497303,2026-06-22T13:37:58Z,2026-07-24T06:26:13Z,【求助贴】关于Python生成Alpha表达式的方法,other,https://support.worldquantbrain.com/hc/en-us/community/posts/41397704497303,retrieved_not_deep_reviewed
|
||||
41396933582231,2026-06-22T13:10:05Z,2026-07-23T09:57:14Z,【写给新顾问】这个因子值不值得提？3步帮你快速厘清！,other,https://support.worldquantbrain.com/hc/en-us/community/posts/41396933582231,retrieved_not_deep_reviewed
|
||||
41392995550231,2026-06-22T08:51:19Z,2026-07-23T09:44:22Z,【AI提示词分享】给claude code加戒律的提示词，提高效率,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/41392995550231,retrieved_not_deep_reviewed
|
||||
41392995550231,2026-06-22T08:51:19Z,2026-09-10T15:39:44Z,【AI提示词分享】给claude code加戒律的提示词，提高效率,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/41392995550231,retrieved_not_deep_reviewed
|
||||
41391880122007,2026-06-22T06:41:16Z,2026-07-23T09:43:07Z,最近一轮 Super Alpha 组件候选复盘：高 Fitness 不等于可提交,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/41391880122007,retrieved_not_deep_reviewed
|
||||
41377679573143,2026-06-21T03:37:53Z,2026-08-30T17:48:14Z,节省网络获取pc的一点想法,other,https://support.worldquantbrain.com/hc/en-us/community/posts/41377679573143,retrieved_not_deep_reviewed
|
||||
41377147135255,2026-06-21T02:19:06Z,2026-08-31T07:12:26Z,【大角羊】OSM Combine匀速提升：-3.20~-1.25~0.63~2.44,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/41377147135255,retrieved_not_deep_reviewed
|
||||
41363895396247,2026-06-20T03:57:49Z,2026-07-24T10:28:04Z,【代码分享】自动提交alpha脚本，睡前上班自动筛选、提交、语音播报，断粮保底神器【开箱即用】,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/41363895396247,retrieved_not_deep_reviewed
|
||||
41363885291031,2026-06-20T03:56:04Z,2026-08-10T15:58:44Z,想让 Claude 通宵挖 alpha、早上只看结果？我加了一层 simulation wrapper,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/41363885291031,curated
|
||||
41363895396247,2026-06-20T03:57:49Z,2026-09-08T18:17:38Z,【代码分享】自动提交alpha脚本，睡前上班自动筛选、提交、语音播报，断粮保底神器【开箱即用】,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/41363895396247,retrieved_not_deep_reviewed
|
||||
41363885291031,2026-06-20T03:56:04Z,2026-09-09T04:05:23Z,想让 Claude 通宵挖 alpha、早上只看结果？我加了一层 simulation wrapper,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/41363885291031,curated
|
||||
41321765292567,2026-06-18T14:47:07Z,2026-08-31T15:58:03Z,[Python Alpha 挑战赛]使用蒙特卡洛来实现python alpha,platform,https://support.worldquantbrain.com/hc/en-us/community/posts/41321765292567,retrieved_not_deep_reviewed
|
||||
41320039211671,2026-06-18T13:51:10Z,2026-08-23T08:33:41Z,Genius 六维 Tie breaker 实战手册（来自 AI 同事 GLM5.2）,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/41320039211671,retrieved_not_deep_reviewed
|
||||
41318082888343,2026-06-18T12:35:57Z,2026-08-07T10:55:59Z,根据margin来管理PPA TAG,platform,https://support.worldquantbrain.com/hc/en-us/community/posts/41318082888343,retrieved_not_deep_reviewed
|
||||
41316959711895,2026-06-18T11:36:58Z,2026-08-28T07:32:10Z,筛选可优化RA进阶版,other,https://support.worldquantbrain.com/hc/en-us/community/posts/41316959711895,retrieved_not_deep_reviewed
|
||||
41292678360727,2026-06-17T14:06:03Z,2026-08-26T03:25:01Z,"频率感知的 Seed 构造 × CW 前置分层诊断 × 多 GEM 降相关：让自动化 Alpha 挖掘在""源头""而非""后处理""解决问题",portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/41292678360727,curated
|
||||
41284510093591,2026-06-17T04:16:04Z,2026-08-28T07:52:15Z,【Python Alpha】把alpha丢进傅里叶变换后指标真给整过去了,other,https://support.worldquantbrain.com/hc/en-us/community/posts/41284510093591,retrieved_not_deep_reviewed
|
||||
41284360565399,2026-06-17T04:02:12Z,2026-08-26T06:51:09Z,基于MCP + claude(codex)的全自动alpha挖掘系统:30分钟Regular alpha直出,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/41284360565399,retrieved_not_deep_reviewed
|
||||
41279111112855,2026-06-16T22:23:41Z,2026-07-08T09:34:30Z,CHN Python Alpha 踩坑实录：risk72 死磕 prod_corr 无果，换 virgin 数据集才过关,alpha-idea,https://support.worldquantbrain.com/hc/en-us/community/posts/41279111112855,retrieved_not_deep_reviewed
|
||||
41284360565399,2026-06-17T04:02:12Z,2026-09-10T03:34:36Z,基于MCP + claude(codex)的全自动alpha挖掘系统:30分钟Regular alpha直出,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/41284360565399,retrieved_not_deep_reviewed
|
||||
41279111112855,2026-06-16T22:23:41Z,2026-09-07T20:49:02Z,CHN Python Alpha 踩坑实录：risk72 死磕 prod_corr 无果，换 virgin 数据集才过关,alpha-idea,https://support.worldquantbrain.com/hc/en-us/community/posts/41279111112855,retrieved_not_deep_reviewed
|
||||
41254129745815,2026-06-16T03:08:27Z,2026-07-07T14:12:32Z,【gemini-cli停用】迁移至Antigravity-cli教程,ai-mining;engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/41254129745815,retrieved_not_deep_reviewed
|
||||
41236357050903,2026-06-15T15:37:54Z,2026-08-17T02:52:03Z,【经验分享】我的 WQ Brain 本地工具箱：模板管理器、Alpha 列表、Genius 三大件,alpha-idea;ai-mining;engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/41236357050903,retrieved_not_deep_reviewed
|
||||
41228556172951,2026-06-15T10:50:25Z,2026-07-07T14:04:41Z,【免费GLM-5.2来了】智谱官方活动分享——zcode新用户免费用5天GLM5.2,platform,https://support.worldquantbrain.com/hc/en-us/community/posts/41228556172951,retrieved_not_deep_reviewed
|
||||
@@ -216,15 +222,15 @@
|
||||
41162316064023,2026-06-12T01:25:43Z,2026-08-03T08:27:51Z,【Alpha灵感】MEA地区靠SUE模板点亮了Fnd,alpha-idea,https://support.worldquantbrain.com/hc/en-us/community/posts/41162316064023,curated
|
||||
41162148315799,2026-06-12T01:15:20Z,2026-07-23T04:46:56Z,[Python Alpha 挑战赛] Python Alpha 回测太慢？聊聊我的性能优化三板斧,engineering;platform,https://support.worldquantbrain.com/hc/en-us/community/posts/41162148315799,retrieved_not_deep_reviewed
|
||||
41142979050775,2026-06-11T13:23:59Z,2026-08-29T02:35:11Z,多源信号组合的经济学尝试和感悟--目前陆续有产出,other,https://support.worldquantbrain.com/hc/en-us/community/posts/41142979050775,retrieved_not_deep_reviewed
|
||||
41141847644311,2026-06-11T12:43:54Z,2026-07-07T14:06:33Z,"换个角度，理解一下trade_when(x, y, z) 方法",other,https://support.worldquantbrain.com/hc/en-us/community/posts/41141847644311,retrieved_not_deep_reviewed
|
||||
41141847644311,2026-06-11T12:43:54Z,2026-09-09T13:55:09Z,"换个角度，理解一下trade_when(x, y, z) 方法",other,https://support.worldquantbrain.com/hc/en-us/community/posts/41141847644311,retrieved_not_deep_reviewed
|
||||
41138717791895,2026-06-11T09:21:48Z,2026-07-23T19:13:57Z,[Python Alpha 挑战赛] python alpha换手率压不下来？利用store！让它学会安静 —— store+死区降低换手率！,platform,https://support.worldquantbrain.com/hc/en-us/community/posts/41138717791895,retrieved_not_deep_reviewed
|
||||
41138382717719,2026-06-11T08:46:30Z,2026-08-31T07:15:32Z,Osmosis 连续两周>0.5，均值 0.69，我的分配思路分享,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/41138382717719,retrieved_not_deep_reviewed
|
||||
41137009390231,2026-06-11T06:27:20Z,2026-08-31T03:50:13Z,[Python Alpha 挑战赛]Python Alpha：自由编程的正确打开方式,platform,https://support.worldquantbrain.com/hc/en-us/community/posts/41137009390231,retrieved_not_deep_reviewed
|
||||
41135490599063,2026-06-11T03:41:09Z,2026-08-27T10:08:56Z,[Python Alpha 挑战赛]Python Alpha两阶段筛选法：FastExpr快速验证 + Python深度优化,platform,https://support.worldquantbrain.com/hc/en-us/community/posts/41135490599063,curated
|
||||
41134957392663,2026-06-11T02:54:33Z,2026-08-31T15:54:45Z,双字段 Alpha 构建,alpha-idea,https://support.worldquantbrain.com/hc/en-us/community/posts/41134957392663,retrieved_not_deep_reviewed
|
||||
41134957392663,2026-06-11T02:54:33Z,2026-09-08T17:21:30Z,双字段 Alpha 构建,alpha-idea,https://support.worldquantbrain.com/hc/en-us/community/posts/41134957392663,retrieved_not_deep_reviewed
|
||||
41134649919383,2026-06-11T02:29:05Z,2026-08-04T13:20:02Z,[Python Alpha 挑战赛] 一句prompt一次实现prod0.71 --> prod0.69,platform,https://support.worldquantbrain.com/hc/en-us/community/posts/41134649919383,retrieved_not_deep_reviewed
|
||||
41133909608087,2026-06-11T01:33:58Z,2026-07-21T08:42:59Z,[Python Alpha 挑战赛] Python Alpha AI 工作流搭建分享,ai-mining;platform,https://support.worldquantbrain.com/hc/en-us/community/posts/41133909608087,retrieved_not_deep_reviewed
|
||||
41128676944407,2026-06-10T21:03:28Z,2026-07-18T22:12:10Z,【保姆级教程】零基础搞定 Google Antigravity (Gemini CLI) ,ai-mining;engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/41128676944407,retrieved_not_deep_reviewed
|
||||
41133909608087,2026-06-11T01:33:58Z,2026-09-10T12:37:40Z,[Python Alpha 挑战赛] Python Alpha AI 工作流搭建分享,ai-mining;platform,https://support.worldquantbrain.com/hc/en-us/community/posts/41133909608087,retrieved_not_deep_reviewed
|
||||
41128676944407,2026-06-10T21:03:28Z,2026-07-18T22:12:10Z,【保姆级教程】零基础搞定 Google Antigravity (Gemini CLI),ai-mining;engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/41128676944407,retrieved_not_deep_reviewed
|
||||
41119909511319,2026-06-10T16:37:11Z,2026-07-24T10:43:38Z,[Python Alpha 挑战赛] 用期权隐含波动率偏斜（IV Skew）构建Alpha——Python Alpha实战分享,platform,https://support.worldquantbrain.com/hc/en-us/community/posts/41119909511319,retrieved_not_deep_reviewed
|
||||
41105956280855,2026-06-10T03:21:14Z,2026-07-08T06:56:43Z,【Quant101】FieldPer 拯救计划：Skill 围栏,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/41105956280855,retrieved_not_deep_reviewed
|
||||
41105918774807,2026-06-10T03:13:56Z,2026-09-06T05:07:38Z,【Quant101】OpCount 拯救计划：因子化简,other,https://support.worldquantbrain.com/hc/en-us/community/posts/41105918774807,retrieved_not_deep_reviewed
|
||||
@@ -234,7 +240,7 @@
|
||||
41076241014423,2026-06-09T03:50:43Z,2026-08-01T14:27:06Z,SUPER Alpha 构建实战：Selection 与 Combo 表达式设计策略,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/41076241014423,retrieved_not_deep_reviewed
|
||||
41065497021335,2026-06-08T19:04:45Z,2026-09-02T07:03:32Z,【吹哨人】不再水贴！最新 MCP 自带 brain-forum-browse Skill，对 AI 说「逛一逛论坛」即可自动逛论坛,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/41065497021335,retrieved_not_deep_reviewed
|
||||
41061358159255,2026-06-08T17:04:32Z,2026-08-18T12:49:20Z,【经验分享】你说你找不到alpha？一文带你避开我踩过的坑,other,https://support.worldquantbrain.com/hc/en-us/community/posts/41061358159255,retrieved_not_deep_reviewed
|
||||
41059854821783,2026-06-08T16:21:55Z,2026-08-31T13:48:53Z,【稳住Max simulation streak】windows配置定时任务,other,https://support.worldquantbrain.com/hc/en-us/community/posts/41059854821783,retrieved_not_deep_reviewed
|
||||
41059854821783,2026-06-08T16:21:55Z,2026-09-08T04:37:35Z,【稳住Max simulation streak】windows配置定时任务,other,https://support.worldquantbrain.com/hc/en-us/community/posts/41059854821783,retrieved_not_deep_reviewed
|
||||
41047901195799,2026-06-08T06:39:54Z,2026-08-19T12:49:56Z,[python Alpha 挑战赛] 从“使用操作符”到“设计框架”：一次因子结构压缩与状态化研究实践,engineering;platform,https://support.worldquantbrain.com/hc/en-us/community/posts/41047901195799,retrieved_not_deep_reviewed
|
||||
41039581066647,2026-06-07T17:37:18Z,2026-08-07T11:06:07Z,Combined 从1.07到2.98 分享,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/41039581066647,retrieved_not_deep_reviewed
|
||||
41037391218583,2026-06-07T14:33:18Z,2026-09-06T08:26:41Z,WorldQuant BRAIN Alpha研究实战：从数据探索到LangGraph工作流,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/41037391218583,retrieved_not_deep_reviewed
|
||||
@@ -247,12 +253,12 @@
|
||||
41025007067287,2026-06-06T17:42:57Z,2026-08-05T07:40:05Z,【经验分享】我的第二个上线 Python Alpha：把一条 FASTEXPR 因子「重写成 Python」的完整工作流,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/41025007067287,retrieved_not_deep_reviewed
|
||||
41024337928343,2026-06-06T16:57:45Z,2026-09-04T08:15:51Z,【经验分享】我的第一个上线 Python Alpha 复盘：用隐含波动率 Delta-Skew 做截面反转,other,https://support.worldquantbrain.com/hc/en-us/community/posts/41024337928343,retrieved_not_deep_reviewed
|
||||
41021984423063,2026-06-06T14:19:37Z,2026-07-09T03:10:51Z,高VF的经验和VF崩盘的反思（0.99>0.93>0.99>0.98>0.97>0.7）,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/41021984423063,retrieved_not_deep_reviewed
|
||||
41020681850519,2026-06-06T12:44:00Z,2026-09-06T11:07:03Z,【AI工具】新版AI打工人配置指南 - PC & Mac & Linux,ai-mining;engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/41020681850519,retrieved_not_deep_reviewed
|
||||
41020681850519,2026-06-06T12:44:00Z,2026-09-09T13:18:20Z,【AI工具】新版AI打工人配置指南 - PC & Mac & Linux,ai-mining;engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/41020681850519,retrieved_not_deep_reviewed
|
||||
41000341056791,2026-06-05T16:21:58Z,2026-08-09T16:33:51Z,近8000刀！Master赚到了GM的Quarterly Payment！,other,https://support.worldquantbrain.com/hc/en-us/community/posts/41000341056791,retrieved_not_deep_reviewed
|
||||
40995374876183,2026-06-05T13:41:55Z,2026-08-31T03:50:33Z,[Python Alpha 挑战赛] Python Alpha 的一种双模式回测工具设计,engineering;platform,https://support.worldquantbrain.com/hc/en-us/community/posts/40995374876183,retrieved_not_deep_reviewed
|
||||
40972941718807,2026-06-04T16:29:22Z,2026-08-28T10:13:01Z,CONCENTRATED WEIGHT 系统性排查与修复手册-1（基于实战经验的 CW 攻防全指南）,other,https://support.worldquantbrain.com/hc/en-us/community/posts/40972941718807,retrieved_not_deep_reviewed
|
||||
40965093558679,2026-06-04T11:24:04Z,2026-08-23T12:35:29Z,antigravitycli运行mcp工作流,ai-mining;engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/40965093558679,retrieved_not_deep_reviewed
|
||||
40964044763031,2026-06-04T09:57:44Z,2026-07-30T07:49:36Z,【经验分享】用自动化工作流在 BRAIN 上量产 Alpha ,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/40964044763031,retrieved_not_deep_reviewed
|
||||
40964044763031,2026-06-04T09:57:44Z,2026-07-30T07:49:36Z,【经验分享】用自动化工作流在 BRAIN 上量产 Alpha,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/40964044763031,retrieved_not_deep_reviewed
|
||||
40962586503191,2026-06-04T07:22:27Z,2026-08-23T13:59:21Z,【经验分享】关于我Combine名列前茅却只定级Expert这件事😩,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/40962586503191,retrieved_not_deep_reviewed
|
||||
40962462282007,2026-06-04T07:03:41Z,2026-07-19T05:51:41Z,MEA TOP400 从 CONCENTRATED_WEIGHT 阻塞到全部通过：一次完整的 Alpha 优化记录,other,https://support.worldquantbrain.com/hc/en-us/community/posts/40962462282007,retrieved_not_deep_reviewed
|
||||
40960476615319,2026-06-04T03:48:48Z,2026-08-13T14:32:22Z,【新人向-如何快速查到本次PPA所有数据集及其字段】USA/D1 Fast Datasets Power Pool June`26 theme！,alpha-idea;platform,https://support.worldquantbrain.com/hc/en-us/community/posts/40960476615319,retrieved_not_deep_reviewed
|
||||
@@ -260,23 +266,23 @@
|
||||
40957810418199,2026-06-04T00:26:10Z,2026-09-06T14:23:26Z,DCC 第三名经验分享,other,https://support.worldquantbrain.com/hc/en-us/community/posts/40957810418199,retrieved_not_deep_reviewed
|
||||
40937398436119,2026-06-03T13:09:52Z,2026-07-07T14:03:41Z,【免费AI工具系列】DAT三家的最新AI桌面助手，附模型推荐和福利活动盘点,ai-mining;engineering;platform,https://support.worldquantbrain.com/hc/en-us/community/posts/40937398436119,retrieved_not_deep_reviewed
|
||||
40936186021271,2026-06-03T12:24:51Z,2026-09-04T14:52:00Z,SuperAlpha 去重的一点小坑：只看 selection 可能还不够,engineering;portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/40936186021271,curated
|
||||
40929650605207,2026-06-03T02:22:32Z,2026-08-29T00:27:26Z,二季度了2个月，和大家分享一些alpha挖掘的思路,other,https://support.worldquantbrain.com/hc/en-us/community/posts/40929650605207,retrieved_not_deep_reviewed
|
||||
40929650605207,2026-06-03T02:22:32Z,2026-09-10T09:58:24Z,二季度了2个月，和大家分享一些alpha挖掘的思路,other,https://support.worldquantbrain.com/hc/en-us/community/posts/40929650605207,retrieved_not_deep_reviewed
|
||||
40902892248983,2026-06-02T07:01:01Z,2026-08-31T08:11:29Z,行业中性加时序标准化：一个干净的 Alpha 模板,alpha-idea,https://support.worldquantbrain.com/hc/en-us/community/posts/40902892248983,retrieved_not_deep_reviewed
|
||||
40876222943895,2026-06-01T12:46:10Z,2026-07-07T14:18:32Z,【又来个免费AI】超快的阶跃Step 3.7 Flash，Hermes Agent 可以免费用一个月,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/40876222943895,retrieved_not_deep_reviewed
|
||||
40875429141015,2026-06-01T12:11:50Z,2026-08-29T23:23:48Z,【免费API系列3】全球前十的AI lab——Agnes AI 的免费API，文本/图片/视频模型全免费,ai-mining;engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/40875429141015,retrieved_not_deep_reviewed
|
||||
40873662176535,2026-06-01T10:20:04Z,2026-09-04T11:55:57Z,OS RANK全球第一！我是如何做到的？,other,https://support.worldquantbrain.com/hc/en-us/community/posts/40873662176535,retrieved_not_deep_reviewed
|
||||
40873662176535,2026-06-01T10:20:04Z,2026-09-07T08:41:01Z,OS RANK全球第一！我是如何做到的？,other,https://support.worldquantbrain.com/hc/en-us/community/posts/40873662176535,retrieved_not_deep_reviewed
|
||||
40872804113175,2026-06-01T09:06:01Z,2026-07-07T13:55:11Z,【经验分享】Roo Code 插件停止维护了，解决方案在这,other,https://support.worldquantbrain.com/hc/en-us/community/posts/40872804113175,retrieved_not_deep_reviewed
|
||||
40870826319511,2026-06-01T05:07:32Z,2026-08-31T07:11:51Z,[Python Alpha 挑战赛]半自动化的python alpha挖掘思路,platform,https://support.worldquantbrain.com/hc/en-us/community/posts/40870826319511,retrieved_not_deep_reviewed
|
||||
40870826319511,2026-06-01T05:07:32Z,2026-09-10T14:50:24Z,[Python Alpha 挑战赛]半自动化的python alpha挖掘思路,platform,https://support.worldquantbrain.com/hc/en-us/community/posts/40870826319511,retrieved_not_deep_reviewed
|
||||
40857367883159,2026-05-31T04:51:16Z,2026-07-09T03:10:59Z,一个很小但很有用的工具：Alpha Backtest Ledger，避免重复回测,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/40857367883159,curated
|
||||
40847481080087,2026-05-30T14:03:10Z,2026-09-05T18:23:41Z,【Alpha灵感】使用nip族数据点亮news塔,alpha-idea,https://support.worldquantbrain.com/hc/en-us/community/posts/40847481080087,curated
|
||||
40817725354903,2026-05-29T08:05:03Z,2026-07-20T03:35:35Z,【大角羊】总收入突破万刀，感恩与大家一路同行！,other,https://support.worldquantbrain.com/hc/en-us/community/posts/40817725354903,retrieved_not_deep_reviewed
|
||||
40815296759703,2026-05-29T03:03:56Z,2026-07-07T14:24:53Z,[Python Alpha 挑战赛] 从数据定义到硬核推土机：手搓 ECDF 与高斯映射，深挖“最悲观预期”长牛动量,platform,https://support.worldquantbrain.com/hc/en-us/community/posts/40815296759703,retrieved_not_deep_reviewed
|
||||
40815296759703,2026-05-29T03:03:56Z,2026-09-09T09:44:43Z,[Python Alpha 挑战赛] 从数据定义到硬核推土机：手搓 ECDF 与高斯映射，深挖“最悲观预期”长牛动量,platform,https://support.worldquantbrain.com/hc/en-us/community/posts/40815296759703,retrieved_not_deep_reviewed
|
||||
40797859802647,2026-05-28T15:14:04Z,2026-08-07T10:56:32Z,Python Alpha会议要点与竞赛分析报告——20260528,other,https://support.worldquantbrain.com/hc/en-us/community/posts/40797859802647,retrieved_not_deep_reviewed
|
||||
40796757798807,2026-05-28T14:38:37Z,2026-09-04T08:15:02Z,[Python Alpha 挑战赛] 基于skill: brain-simAlphasinBatch-and-track 的 Python Alpha 迭代工作流,ai-mining;platform,https://support.worldquantbrain.com/hc/en-us/community/posts/40796757798807,retrieved_not_deep_reviewed
|
||||
40790666727575,2026-05-28T08:53:56Z,2026-09-04T08:12:53Z,【Alpha 模板】Earnings模板分享，低相关性，助你横向点塔（干货满满，不来将会错失一个亿）,alpha-idea;portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/40790666727575,curated
|
||||
40790558975767,2026-05-28T08:45:07Z,2026-08-31T03:51:26Z,[Python Alpha 挑战赛]一句话让AI批量生成Python Alpha,ai-mining;platform,https://support.worldquantbrain.com/hc/en-us/community/posts/40790558975767,retrieved_not_deep_reviewed
|
||||
40788850736023,2026-05-28T05:14:34Z,2026-08-31T03:52:53Z,[Python Alpha 速查] Python Alpha 实战全景：256 个包、API 工程、三类探索方向,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/40788850736023,retrieved_not_deep_reviewed
|
||||
40786815350167,2026-05-28T01:30:31Z,2026-07-07T13:57:42Z,【经验分享】在手机上操作AI打工人,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/40786815350167,retrieved_not_deep_reviewed
|
||||
40786815350167,2026-05-28T01:30:31Z,2026-09-08T12:51:09Z,【经验分享】在手机上操作AI打工人,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/40786815350167,retrieved_not_deep_reviewed
|
||||
40768096146327,2026-05-27T13:50:08Z,2026-07-20T11:15:55Z,[Python Alpha 挑战赛]基于多层记忆的PythonAlpha自动探索ai-agent,ai-mining;platform,https://support.worldquantbrain.com/hc/en-us/community/posts/40768096146327,retrieved_not_deep_reviewed
|
||||
40765160386711,2026-05-27T11:45:18Z,2026-07-16T08:12:08Z,【免费API系列】最新的天工agent模型SkyClaw-v1.0限时免费用，听说蛮厉害的,ai-mining;engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/40765160386711,retrieved_not_deep_reviewed
|
||||
40763583634839,2026-05-27T09:11:17Z,2026-09-02T12:21:16Z,Worldquant Brain——我的人生启蒙导师 【传奇耐打王系列四】,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/40763583634839,retrieved_not_deep_reviewed
|
||||
@@ -289,7 +295,7 @@
|
||||
40735661471383,2026-05-26T09:55:25Z,2026-08-29T02:14:08Z,这个模版到底怎么做？【传奇耐打王系列三】,alpha-idea,https://support.worldquantbrain.com/hc/en-us/community/posts/40735661471383,retrieved_not_deep_reviewed
|
||||
40734437350679,2026-05-26T07:35:08Z,2026-09-07T01:14:33Z,这个因子到底有没有混信号？【传奇耐打王系列一】,other,https://support.worldquantbrain.com/hc/en-us/community/posts/40734437350679,retrieved_not_deep_reviewed
|
||||
40734489248151,2026-05-26T07:34:44Z,2026-08-29T02:16:12Z,Python alpha 提交经验分享,other,https://support.worldquantbrain.com/hc/en-us/community/posts/40734489248151,retrieved_not_deep_reviewed
|
||||
40732429672343,2026-05-26T03:17:52Z,2026-08-28T07:34:49Z,【经验分享】我是如何从0到1做出python alpha的（附提示词）,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/40732429672343,retrieved_not_deep_reviewed
|
||||
40732429672343,2026-05-26T03:17:52Z,2026-09-10T15:02:58Z,【经验分享】我是如何从0到1做出python alpha的（附提示词）,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/40732429672343,retrieved_not_deep_reviewed
|
||||
40719428121623,2026-05-25T14:37:20Z,2026-07-15T09:07:54Z,"MCP 服务器支持 Python Alpha（language=""PYTHON""），同时保持原有 FASTEXPR 功能完全不受影响",ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/40719428121623,retrieved_not_deep_reviewed
|
||||
40703455289623,2026-05-24T14:39:29Z,2026-08-21T08:33:31Z,【AI打工人】代码公开，0基础使用，给AI流水线生成的alpha加上名字,ai-mining;engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/40703455289623,retrieved_not_deep_reviewed
|
||||
40698184990615,2026-05-24T02:51:31Z,2026-09-02T10:49:18Z,osmosis自动设置,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/40698184990615,retrieved_not_deep_reviewed
|
||||
@@ -301,28 +307,28 @@
|
||||
40580373831447,2026-05-19T13:23:30Z,2026-09-03T03:22:56Z,分享一个类似codex的软件，阿里的最新Qoder，目前可以免费使用两周,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/40580373831447,retrieved_not_deep_reviewed
|
||||
40576501149463,2026-05-19T09:29:50Z,2026-06-25T14:57:44Z,【大角羊】经验分享：一分钟学会解封账号！,other,https://support.worldquantbrain.com/hc/en-us/community/posts/40576501149463,retrieved_not_deep_reviewed
|
||||
40544447671959,2026-05-18T02:36:10Z,2026-08-16T02:36:32Z,【即插即用】⚡OS自动重分配⚡️到恰好10万分,other,https://support.worldquantbrain.com/hc/en-us/community/posts/40544447671959,retrieved_not_deep_reviewed
|
||||
40533711115927,2026-05-17T10:01:03Z,2026-07-26T07:12:26Z,【Combined Alpha Performance】踩坑分享，纯新手comb -2+,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/40533711115927,retrieved_not_deep_reviewed
|
||||
40533711115927,2026-05-17T10:01:03Z,2026-07-26T07:12:26Z,【Combined Alpha Performance】踩坑分享，纯新手comb -2+,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/40533711115927,retrieved_not_deep_reviewed
|
||||
40532948003479,2026-05-17T07:52:43Z,2026-08-13T13:58:43Z,不使用 GitHub，如何把代码在不同机器之间同步,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/40532948003479,retrieved_not_deep_reviewed
|
||||
40531705016855,2026-05-17T04:34:24Z,2026-08-07T10:47:28Z,通过 Zendesk API 直接获取 WQB 平台资源 — 告别浏览器依赖,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/40531705016855,retrieved_not_deep_reviewed
|
||||
40531412200471,2026-05-17T03:51:16Z,2026-08-26T10:56:00Z,用AI优化【Japan Robustness Sharpe】的一些工作流经验分享,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/40531412200471,retrieved_not_deep_reviewed
|
||||
40531412200471,2026-05-17T03:51:16Z,2026-09-10T04:54:52Z,用AI优化【Japan Robustness Sharpe】的一些工作流经验分享,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/40531412200471,retrieved_not_deep_reviewed
|
||||
40531102400663,2026-05-17T03:13:53Z,2026-07-08T13:55:25Z,"OpenCode+MCP,分析一个数据集（包含提示词）",alpha-idea;ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/40531102400663,retrieved_not_deep_reviewed
|
||||
40530659645719,2026-05-17T02:09:56Z,2026-07-07T14:13:22Z,挖掘 Token 黑洞 01：MCP Simulation 如何吞掉 70%+ 的可读上下文,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/40530659645719,retrieved_not_deep_reviewed
|
||||
40530659645719,2026-05-17T02:09:56Z,2026-09-08T14:43:57Z,挖掘 Token 黑洞 01：MCP Simulation 如何吞掉 70%+ 的可读上下文,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/40530659645719,retrieved_not_deep_reviewed
|
||||
40520794084119,2026-05-16T13:52:25Z,2026-09-02T16:34:47Z,vf从0.95暴跌到0.57，cb从1点多到0.几点的反思,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/40520794084119,retrieved_not_deep_reviewed
|
||||
40490830379415,2026-05-15T08:28:18Z,2026-09-07T05:39:02Z, 【免费API】deepseekv4系列+AI编程神器9router,ai-mining;engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/40490830379415,retrieved_not_deep_reviewed
|
||||
40490830379415,2026-05-15T08:28:18Z,2026-09-07T05:39:02Z,【免费API】deepseekv4系列+AI编程神器9router,ai-mining;engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/40490830379415,retrieved_not_deep_reviewed
|
||||
40458012001815,2026-05-14T01:31:38Z,2026-07-25T11:21:49Z,Python纯代码获取论坛内容(不使用任何无头浏览器等操作),engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/40458012001815,retrieved_not_deep_reviewed
|
||||
40434113248791,2026-05-13T10:17:54Z,2026-07-21T03:10:00Z,【不太一样的ownSA自动化】聚类助你突破ownSA瓶颈，有点抽象，欢迎大家批评指正，附开箱即用代码,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/40434113248791,retrieved_not_deep_reviewed
|
||||
40433337996183,2026-05-13T08:58:57Z,2026-09-06T02:41:29Z,"【经验分享】涅槃重生：vf从0.18到0.97,combine从-1.25到2.02！",portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/40433337996183,retrieved_not_deep_reviewed
|
||||
40433238987159,2026-05-13T08:46:13Z,2026-08-28T18:02:50Z,【alpha灵感】双字段alpha构建提示次，助力各位60塔,alpha-idea,https://support.worldquantbrain.com/hc/en-us/community/posts/40433238987159,retrieved_not_deep_reviewed
|
||||
40431103477527,2026-05-13T04:25:38Z,2026-06-29T14:28:55Z,有大佬知道新的那个Brain python的里面的brain工具包在哪里下载不 ,ai-mining;engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/40431103477527,retrieved_not_deep_reviewed
|
||||
40431103477527,2026-05-13T04:25:38Z,2026-06-29T14:28:55Z,有大佬知道新的那个Brain python的里面的brain工具包在哪里下载不,ai-mining;engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/40431103477527,retrieved_not_deep_reviewed
|
||||
40406240166807,2026-05-12T10:37:45Z,2026-07-28T03:42:27Z,【代码优化】三行代码解决MCP回测卡顿断线的问题,ai-mining;engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/40406240166807,retrieved_not_deep_reviewed
|
||||
40373405530647,2026-05-11T03:11:42Z,2026-09-06T15:08:16Z,BRAIN Consultant 兼职定位与行为边界的建议和分享 ,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/40373405530647,retrieved_not_deep_reviewed
|
||||
40373405530647,2026-05-11T03:11:42Z,2026-09-10T02:00:43Z,BRAIN Consultant 兼职定位与行为边界的建议和分享,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/40373405530647,retrieved_not_deep_reviewed
|
||||
40373352844439,2026-05-11T03:07:53Z,2026-06-29T14:28:24Z,借助与AI和MCP，我是怎样分析一个数据集的?,alpha-idea;ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/40373352844439,retrieved_not_deep_reviewed
|
||||
40372795793687,2026-05-11T02:04:31Z,2026-06-25T14:54:04Z,"一个新的免费token plan: 商汤-日日新，支持deep seek v4 flash, 附minimax2.7, gemini pro3对比",ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/40372795793687,retrieved_not_deep_reviewed
|
||||
40372795793687,2026-05-11T02:04:31Z,2026-06-25T14:54:04Z,"一个新的免费token plan: 商汤-日日新，支持deep seek v4 flash, 附minimax2.7, gemini pro3对比",ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/40372795793687,retrieved_not_deep_reviewed
|
||||
40347330265879,2026-05-09T06:17:45Z,2026-07-07T13:52:09Z,【龙虎榜·卷二】Combine惊雷再起，VF季决尘埃落定，神秘GM满值归来，万刀之上几何？,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/40347330265879,retrieved_not_deep_reviewed
|
||||
40346082255255,2026-05-09T03:28:51Z,2026-09-04T08:15:24Z,【经验总结】Osmosis / OSM：根本原理、Alpha 池筛选与点数分配方法,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/40346082255255,retrieved_not_deep_reviewed
|
||||
40346082255255,2026-05-09T03:28:51Z,2026-09-10T05:34:19Z,【经验总结】Osmosis / OSM：根本原理、Alpha 池筛选与点数分配方法,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/40346082255255,retrieved_not_deep_reviewed
|
||||
40321767904023,2026-05-08T08:38:44Z,2026-07-18T16:38:43Z,【经验分享】Combine大幅提升，增幅高达1.74,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/40321767904023,retrieved_not_deep_reviewed
|
||||
40297238763159,2026-05-07T12:43:54Z,2026-09-04T08:55:02Z,分享我的 AI 因子挖掘流程：20 天 11 塔，尽量自动化，打工人友好,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/40297238763159,retrieved_not_deep_reviewed
|
||||
40294373064855,2026-05-07T09:18:06Z,2026-06-30T15:43:49Z,稳稳拿下gm，combine到六维的耕耘经验,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/40294373064855,retrieved_not_deep_reviewed
|
||||
40297238763159,2026-05-07T12:43:54Z,2026-09-09T00:39:26Z,分享我的 AI 因子挖掘流程：20 天 11 塔，尽量自动化，打工人友好,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/40297238763159,retrieved_not_deep_reviewed
|
||||
40294373064855,2026-05-07T09:18:06Z,2026-09-10T23:23:28Z,稳稳拿下gm，combine到六维的耕耘经验,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/40294373064855,retrieved_not_deep_reviewed
|
||||
40292420301591,2026-05-07T05:28:27Z,2026-06-29T14:28:24Z,【工具分享】Pkgdiff：在线免费给cnhkmcp做版本差异分析,ai-mining;engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/40292420301591,retrieved_not_deep_reviewed
|
||||
40290434309655,2026-05-07T02:02:22Z,2026-06-29T14:28:23Z,最近跑通的一套 Alpha 研究“反馈回路”：少一点玄学，多一点可验证,other,https://support.worldquantbrain.com/hc/en-us/community/posts/40290434309655,retrieved_not_deep_reviewed
|
||||
40287368788375,2026-05-06T22:44:53Z,2026-08-27T17:36:56Z,【技术科普】在论坛发布彩色的帖子,other,https://support.worldquantbrain.com/hc/en-us/community/posts/40287368788375,retrieved_not_deep_reviewed
|
||||
@@ -332,8 +338,8 @@
|
||||
40153456172567,2026-05-01T12:41:40Z,2026-09-03T08:33:16Z,痛失GM，新手的Q1总结,other,https://support.worldquantbrain.com/hc/en-us/community/posts/40153456172567,retrieved_not_deep_reviewed
|
||||
40150797833239,2026-05-01T08:29:11Z,2026-09-02T04:16:47Z,WorldQuant BRAIN MCP 工具调用架构升级：从 Stdio 到 HTTP API,ai-mining;engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/40150797833239,retrieved_not_deep_reviewed
|
||||
40134245568663,2026-04-30T16:58:44Z,2026-08-26T18:09:21Z,【Alpha灵感】全球第一个MEA因子（零PC alpha），我是怎么做出来的？,alpha-idea,https://support.worldquantbrain.com/hc/en-us/community/posts/40134245568663,retrieved_not_deep_reviewed
|
||||
40091088861591,2026-04-29T04:36:13Z,2026-08-07T11:03:19Z,【工具优化】技能brain-data-scope（华子哥插件插件的数据分析模块）,ai-mining;engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/40091088861591,retrieved_not_deep_reviewed
|
||||
40089426663959,2026-04-29T01:44:21Z,2026-09-04T14:49:44Z,【OB】一个自进化的 RAG 搜索系统🎯,other,https://support.worldquantbrain.com/hc/en-us/community/posts/40089426663959,retrieved_not_deep_reviewed
|
||||
40091088861591,2026-04-29T04:36:13Z,2026-09-11T00:34:14Z,【工具优化】技能brain-data-scope（华子哥插件插件的数据分析模块）,ai-mining;engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/40091088861591,retrieved_not_deep_reviewed
|
||||
40089426663959,2026-04-29T01:44:21Z,2026-09-09T09:41:52Z,【OB】一个自进化的 RAG 搜索系统🎯,other,https://support.worldquantbrain.com/hc/en-us/community/posts/40089426663959,retrieved_not_deep_reviewed
|
||||
40074294140695,2026-04-28T16:35:22Z,2026-06-27T04:00:31Z,免费申请小米百万亿 Token 创造者激励计划,other,https://support.worldquantbrain.com/hc/en-us/community/posts/40074294140695,retrieved_not_deep_reviewed
|
||||
40062800087575,2026-04-28T06:37:00Z,2026-06-28T08:17:20Z,小米 MiMo-V2.5 开源及 100T Token 免费申请活动分享,platform,https://support.worldquantbrain.com/hc/en-us/community/posts/40062800087575,retrieved_not_deep_reviewed
|
||||
40031467208983,2026-04-27T03:06:25Z,2026-08-08T18:17:02Z,【💻云服务器】一键抢购腾讯元4核4G服务器,other,https://support.worldquantbrain.com/hc/en-us/community/posts/40031467208983,retrieved_not_deep_reviewed
|
||||
@@ -344,28 +350,28 @@
|
||||
39947433598871,2026-04-23T01:05:41Z,2026-08-22T05:25:44Z,【学习笔记】Fast+Slow 快慢因子组合：解决因子实操难题的思路探讨,other,https://support.worldquantbrain.com/hc/en-us/community/posts/39947433598871,retrieved_not_deep_reviewed
|
||||
39947266331031,2026-04-23T00:58:16Z,2026-06-29T06:30:32Z,【顾问心得】Osmosis 分数总不稳？我跟 AI 学习组合逻辑,ai-mining;portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/39947266331031,retrieved_not_deep_reviewed
|
||||
39945764650263,2026-04-22T23:11:21Z,2026-09-06T06:11:03Z,【经验分享】我如何坚持半年只用 AI 找 Alpha：WorldQuant BRAIN 上的 Agent 搭建、优化与反思,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/39945764650263,retrieved_not_deep_reviewed
|
||||
39923106285207,2026-04-22T07:24:19Z,2026-06-27T02:52:29Z,【征文邀请】那些你在IQC踩过的坑，可能正是今年选手最需要的答案 ,other,https://support.worldquantbrain.com/hc/en-us/community/posts/39923106285207,retrieved_not_deep_reviewed
|
||||
39922788056343,2026-04-22T06:45:00Z,2026-09-06T01:57:44Z,【Eligibility Criteria篇】一文告诉你如何GOLD直通Grandmaster！（上篇）,other,https://support.worldquantbrain.com/hc/en-us/community/posts/39922788056343,retrieved_not_deep_reviewed
|
||||
39923106285207,2026-04-22T07:24:19Z,2026-06-27T02:52:29Z,【征文邀请】那些你在IQC踩过的坑，可能正是今年选手最需要的答案,other,https://support.worldquantbrain.com/hc/en-us/community/posts/39923106285207,retrieved_not_deep_reviewed
|
||||
39922788056343,2026-04-22T06:45:00Z,2026-09-09T05:42:45Z,【Eligibility Criteria篇】一文告诉你如何GOLD直通Grandmaster！（上篇）,other,https://support.worldquantbrain.com/hc/en-us/community/posts/39922788056343,retrieved_not_deep_reviewed
|
||||
39922320882455,2026-04-22T05:47:36Z,2026-08-07T10:56:38Z,正版AI工具包合集优惠推荐 Lenny‘s newsletter bundle 无封号困扰,ai-mining;engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/39922320882455,retrieved_not_deep_reviewed
|
||||
39920503976087,2026-04-22T02:17:02Z,2026-09-02T03:41:38Z,如何通过【Robust universe Sharpe and returns】检测的一些尝试,other,https://support.worldquantbrain.com/hc/en-us/community/posts/39920503976087,retrieved_not_deep_reviewed
|
||||
39907023480599,2026-04-21T16:20:17Z,2026-07-20T11:19:17Z,【WQ Manager】大更新！新增Base Payment排行榜！,platform,https://support.worldquantbrain.com/hc/en-us/community/posts/39907023480599,retrieved_not_deep_reviewed
|
||||
39899189437847,2026-04-21T10:16:07Z,2026-07-27T23:53:09Z,【工具分享】（即插即用）AI写description费token？直接用网页版就好了,ai-mining;engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/39899189437847,retrieved_not_deep_reviewed
|
||||
39873247817495,2026-04-20T12:33:20Z,2026-08-19T03:15:20Z,一键自动化回测代码分享,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/39873247817495,retrieved_not_deep_reviewed
|
||||
39870945020183,2026-04-20T09:49:12Z,2026-08-07T10:58:38Z,"【代码分享】AI生成Alpha总是”凭空想象""？给它喂论文，鱼饵才对味！",ai-mining;engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/39870945020183,retrieved_not_deep_reviewed
|
||||
39870945020183,2026-04-20T09:49:12Z,2026-09-09T02:29:34Z,"【代码分享】AI生成Alpha总是”凭空想象""？给它喂论文，鱼饵才对味！",ai-mining;engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/39870945020183,retrieved_not_deep_reviewed
|
||||
39870662977687,2026-04-20T09:19:58Z,2026-07-14T10:53:29Z,经验分享：最近做 Regular 点塔时反复踩到的几个坑,other,https://support.worldquantbrain.com/hc/en-us/community/posts/39870662977687,retrieved_not_deep_reviewed
|
||||
39868267753623,2026-04-20T04:14:46Z,2026-08-30T09:29:48Z,Pipeline MCP 深度版：面向多样性、高质量、低相关性 Alpha 持续生产的编排架构实践,ai-mining;portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/39868267753623,retrieved_not_deep_reviewed
|
||||
39859045823511,2026-04-19T13:14:48Z,2026-08-22T11:52:09Z,【经验分享】新人顾问0.5--->0.62--->0.95--->0.99vf经验分享,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/39859045823511,retrieved_not_deep_reviewed
|
||||
39858612511383,2026-04-19T12:35:29Z,2026-06-28T08:19:08Z,【经验分享】云端磁盘深度清理，让云端更加流畅丝滑,other,https://support.worldquantbrain.com/hc/en-us/community/posts/39858612511383,retrieved_not_deep_reviewed
|
||||
39857630237591,2026-04-19T10:23:42Z,2026-08-23T13:07:29Z,我的Alpha提交算法进化史：从团划分剪枝到最大权重独立集,other,https://support.worldquantbrain.com/hc/en-us/community/posts/39857630237591,retrieved_not_deep_reviewed
|
||||
39854893045655,2026-04-19T02:51:39Z,2026-06-27T03:37:49Z,穿透参数迷雾：量化策略的敏感度分析与鲁棒性构建,other,https://support.worldquantbrain.com/hc/en-us/community/posts/39854893045655,retrieved_not_deep_reviewed
|
||||
39854893045655,2026-04-19T02:51:39Z,2026-09-07T12:28:49Z,穿透参数迷雾：量化策略的敏感度分析与鲁棒性构建,other,https://support.worldquantbrain.com/hc/en-us/community/posts/39854893045655,retrieved_not_deep_reviewed
|
||||
39854742805271,2026-04-19T02:26:34Z,2026-07-29T07:02:19Z,26.04.19 新顾问培训AI打工人安装 codebuddy配置版.,ai-mining;platform,https://support.worldquantbrain.com/hc/en-us/community/posts/39854742805271,retrieved_not_deep_reviewed
|
||||
39845230299927,2026-04-18T12:59:03Z,2026-08-01T17:39:01Z,【Alpha灵感】AI搜索字段极性配对，构建低PC因子(附提示词),alpha-idea;ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/39845230299927,curated
|
||||
39826862025879,2026-04-17T16:35:24Z,2026-07-15T11:04:57Z,World Quant漫画（第三期）,other,https://support.worldquantbrain.com/hc/en-us/community/posts/39826862025879,retrieved_not_deep_reviewed
|
||||
39822852669079,2026-04-17T14:36:50Z,2026-07-17T04:47:53Z,多图解析USA最新3x High Turnover Theme国区提交现况,platform,https://support.worldquantbrain.com/hc/en-us/community/posts/39822852669079,retrieved_not_deep_reviewed
|
||||
39759673422487,2026-04-15T09:27:39Z,2026-08-13T14:05:49Z,在wq半年：从1.5刀到100刀，我是怎么做到连续三个月vf1.0+comb2.94的,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/39759673422487,retrieved_not_deep_reviewed
|
||||
39759058734359,2026-04-15T08:23:19Z,2026-07-29T07:24:15Z,【新人心魔】打破心魔之旅：这样的因子到底要不要交？,other,https://support.worldquantbrain.com/hc/en-us/community/posts/39759058734359,retrieved_not_deep_reviewed
|
||||
39756841978519,2026-04-15T03:48:36Z,2026-08-01T03:45:22Z,【TOKEN王】全球 2026Q2 geniusLevel 分组六维数据统计分析,other,https://support.worldquantbrain.com/hc/en-us/community/posts/39756841978519,retrieved_not_deep_reviewed
|
||||
39729140385559,2026-04-14T06:17:42Z,2026-07-24T14:15:00Z,【差生文具多】WQ助手1.02版(安卓版本+windows版本),other,https://support.worldquantbrain.com/hc/en-us/community/posts/39729140385559,retrieved_not_deep_reviewed
|
||||
39756841978519,2026-04-15T03:48:36Z,2026-09-08T13:50:31Z,【TOKEN王】全球 2026Q2 geniusLevel 分组六维数据统计分析,other,https://support.worldquantbrain.com/hc/en-us/community/posts/39756841978519,retrieved_not_deep_reviewed
|
||||
39729140385559,2026-04-14T06:17:42Z,2026-09-08T06:02:21Z,【差生文具多】WQ助手1.02版(安卓版本+windows版本),other,https://support.worldquantbrain.com/hc/en-us/community/posts/39729140385559,retrieved_not_deep_reviewed
|
||||
39728814444695,2026-04-14T05:42:52Z,2026-07-30T02:16:37Z,26年Q1 Genius定级已更新，Q2赛季加油！,platform,https://support.worldquantbrain.com/hc/en-us/community/posts/39728814444695,retrieved_not_deep_reviewed
|
||||
39710403268759,2026-04-13T15:33:25Z,2026-06-30T15:41:20Z,【资源分享】免费的claude opus 4.6 api - Replit,ai-mining;engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/39710403268759,retrieved_not_deep_reviewed
|
||||
39690289189015,2026-04-12T13:31:17Z,2026-06-29T20:16:29Z,【大角羊】一分钟掌握参加Orthogonal HTVR Theme要点（三倍加成）！,platform,https://support.worldquantbrain.com/hc/en-us/community/posts/39690289189015,retrieved_not_deep_reviewed
|
||||
@@ -373,7 +379,7 @@
|
||||
39648644834967,2026-04-10T07:51:37Z,2026-07-27T23:26:48Z,ppa一键untag代码,engineering;platform,https://support.worldquantbrain.com/hc/en-us/community/posts/39648644834967,retrieved_not_deep_reviewed
|
||||
39623025163415,2026-04-09T10:18:10Z,2026-06-29T02:46:14Z,别再在几百条 alpha里盲选了！我用“相关性分族 + 组内排序” 1 分钟提取数据集回测结果里最值得保留的那些alpha,alpha-idea;engineering;portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/39623025163415,retrieved_not_deep_reviewed
|
||||
39621432305175,2026-04-09T07:28:57Z,2026-09-04T08:13:43Z,【AIAC2.0 冠军】关于比赛过程中一些经验的交流,ai-mining;platform,https://support.worldquantbrain.com/hc/en-us/community/posts/39621432305175,retrieved_not_deep_reviewed
|
||||
39567420541079,2026-04-07T11:00:52Z,2026-09-04T09:29:19Z,【个人经验】PPA 因子筛选标准与实战心得（适合新手参考）,platform,https://support.worldquantbrain.com/hc/en-us/community/posts/39567420541079,retrieved_not_deep_reviewed
|
||||
39567420541079,2026-04-07T11:00:52Z,2026-09-10T06:57:01Z,【个人经验】PPA 因子筛选标准与实战心得（适合新手参考）,platform,https://support.worldquantbrain.com/hc/en-us/community/posts/39567420541079,retrieved_not_deep_reviewed
|
||||
39565397650839,2026-04-07T07:21:14Z,2026-04-15T16:44:18Z,低成本使用ai，助力回测！,ai-mining;engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/39565397650839,retrieved_not_deep_reviewed
|
||||
39531360358295,2026-04-05T17:23:40Z,2026-08-26T06:44:04Z,【新人向】是否还在对华子哥数据WebDataRAW不会解压而感到苦恼！即插即用代码来了，仅需Excel就可以进行数据分析！,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/39531360358295,retrieved_not_deep_reviewed
|
||||
39524416948887,2026-04-05T01:07:37Z,2026-07-16T01:00:28Z,"通俗易懂，从另一个角度理解一下方法vector_neut(x, y)、ts_vector_neut(x, y, d)、ts_vector_proj(x, y, d)",other,https://support.worldquantbrain.com/hc/en-us/community/posts/39524416948887,retrieved_not_deep_reviewed
|
||||
@@ -382,28 +388,28 @@
|
||||
39466506480663,2026-04-02T07:29:51Z,2026-07-28T07:51:41Z,【Consultant 101】手把手教你搭建本地因子库 ②,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/39466506480663,curated
|
||||
39439719861399,2026-04-01T08:57:47Z,2026-07-30T02:16:40Z,征集｜Brain 用户访谈志愿者｜参与可获 200 积分,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/39439719861399,retrieved_not_deep_reviewed
|
||||
39438387680919,2026-04-01T05:55:12Z,2026-08-19T12:50:04Z,【26年4月主题活动】IQC 邀请 + Combined Alpha Performance 提升计划 (最高可获得300积分),portfolio;platform,https://support.worldquantbrain.com/hc/en-us/community/posts/39438387680919,retrieved_not_deep_reviewed
|
||||
39408397746199,2026-03-31T02:44:55Z,2026-08-20T14:58:14Z,【OSMOSIS新人友好版】真正的一键打分：指定区域清空+补齐10类+标签过滤,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/39408397746199,retrieved_not_deep_reviewed
|
||||
39408397746199,2026-03-31T02:44:55Z,2026-09-08T01:53:13Z,【OSMOSIS新人友好版】真正的一键打分：指定区域清空+补齐10类+标签过滤,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/39408397746199,retrieved_not_deep_reviewed
|
||||
39368763910807,2026-03-29T08:40:07Z,2026-06-29T00:02:35Z,【ValueFactor】关于这次更新VF从0.98突然暴跌至0.75的反思与警示,portfolio;platform,https://support.worldquantbrain.com/hc/en-us/community/posts/39368763910807,retrieved_not_deep_reviewed
|
||||
39367839107095,2026-03-29T05:37:12Z,2026-08-30T14:24:22Z,手把手教学：新顾问如何安装APP+AI打工人模块,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/39367839107095,retrieved_not_deep_reviewed
|
||||
39354616684439,2026-03-28T07:33:39Z,2026-06-10T00:20:34Z,【工作流分享】基于openclaw的自动化agent工作流,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/39354616684439,retrieved_not_deep_reviewed
|
||||
39367839107095,2026-03-29T05:37:12Z,2026-09-11T00:19:43Z,手把手教学：新顾问如何安装APP+AI打工人模块,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/39367839107095,retrieved_not_deep_reviewed
|
||||
39354616684439,2026-03-28T07:33:39Z,2026-09-10T03:45:40Z,【工作流分享】基于openclaw的自动化agent工作流,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/39354616684439,retrieved_not_deep_reviewed
|
||||
39354351739415,2026-03-28T06:32:44Z,2026-07-16T08:04:28Z,【QUANT101】什么是 Non-Compensated Alpha? 如何筛选 Compensated Alpha？,other,https://support.worldquantbrain.com/hc/en-us/community/posts/39354351739415,retrieved_not_deep_reviewed
|
||||
39354315278103,2026-03-28T06:31:40Z,2026-06-10T00:20:46Z,【Agent Memory模块探索】用Supermemory在WorldQuant平台自动化挖掘Alpha因子,ai-mining;portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/39354315278103,retrieved_not_deep_reviewed
|
||||
39330854528151,2026-03-27T08:00:33Z,2026-09-06T17:51:56Z,经验分享-Combine提升之路-过山车的经历真刺激，从负数到2的来时路,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/39330854528151,retrieved_not_deep_reviewed
|
||||
39329143529751,2026-03-27T03:47:42Z,2026-06-29T13:49:39Z,【限时羊毛】只要邀请完成平台使用邮箱注册，即可获得IQC限定雨伞和背包！,other,https://support.worldquantbrain.com/hc/en-us/community/posts/39329143529751,retrieved_not_deep_reviewed
|
||||
39319955780887,2026-03-26T19:08:49Z,2026-09-06T11:38:31Z,【经验分享】用AI 跑了几百次回测还找不到优质信号，到底是池塘没鱼还是鱼饵不对？燃烧token！给 AI 装上导航！,ai-mining;engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/39319955780887,retrieved_not_deep_reviewed
|
||||
39306926420887,2026-03-26T11:18:56Z,2026-09-03T09:02:59Z,半自动化提交 试试这套代码’，高效省心,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/39306926420887,retrieved_not_deep_reviewed
|
||||
39306926420887,2026-03-26T11:18:56Z,2026-09-03T09:02:59Z,半自动化提交 试试这套代码’，高效省心,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/39306926420887,retrieved_not_deep_reviewed
|
||||
39305892045719,2026-03-26T09:35:11Z,2026-07-31T14:29:03Z,我依靠这套代码，半个月点了10个塔,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/39305892045719,retrieved_not_deep_reviewed
|
||||
39304762113815,2026-03-26T07:13:47Z,2026-09-05T08:40:38Z,Harness engineering下的AI Quant,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/39304762113815,retrieved_not_deep_reviewed
|
||||
39303870526487,2026-03-26T05:03:57Z,2026-06-10T17:44:05Z,ProdCorr改造插件，【即插即用】，直观显示Category，IS Testing Status 一键直达alphaid页面 ,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/39303870526487,retrieved_not_deep_reviewed
|
||||
39302047350423,2026-03-26T01:37:21Z,2026-06-10T00:21:20Z,【Agent Memory 模块】OpenClaw节省Token的插件：PowerMem安装 ,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/39302047350423,retrieved_not_deep_reviewed
|
||||
39304762113815,2026-03-26T07:13:47Z,2026-09-10T04:17:24Z,Harness engineering下的AI Quant,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/39304762113815,retrieved_not_deep_reviewed
|
||||
39303870526487,2026-03-26T05:03:57Z,2026-06-10T17:44:05Z,ProdCorr改造插件，【即插即用】，直观显示Category，IS Testing Status 一键直达alphaid页面,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/39303870526487,retrieved_not_deep_reviewed
|
||||
39302047350423,2026-03-26T01:37:21Z,2026-06-10T00:21:20Z,【Agent Memory 模块】OpenClaw节省Token的插件：PowerMem安装,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/39302047350423,retrieved_not_deep_reviewed
|
||||
39289349830295,2026-03-25T17:07:49Z,2026-07-24T10:44:09Z,微信Clawbot接通AI打工人,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/39289349830295,retrieved_not_deep_reviewed
|
||||
39285932794391,2026-03-25T15:18:01Z,2026-09-06T15:18:05Z,鼠鼠靠着做WQ重启人生,other,https://support.worldquantbrain.com/hc/en-us/community/posts/39285932794391,retrieved_not_deep_reviewed
|
||||
39255045175191,2026-03-24T12:51:53Z,2026-08-22T04:18:03Z,积极拥抱AI-关于Claude-Code的agent-team功能的探索,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/39255045175191,retrieved_not_deep_reviewed
|
||||
39253260827543,2026-03-24T11:12:58Z,2026-08-23T02:37:46Z,【工作流分享】Gold可用的Super Alpha挖掘策略,ai-mining;portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/39253260827543,retrieved_not_deep_reviewed
|
||||
39253260827543,2026-03-24T11:12:58Z,2026-09-09T06:38:17Z,【工作流分享】Gold可用的Super Alpha挖掘策略,ai-mining;portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/39253260827543,retrieved_not_deep_reviewed
|
||||
39252022275223,2026-03-24T09:05:46Z,2026-08-25T05:11:11Z,【邪修】当龙虾没有饲料了怎么办？白嫖啊！,other,https://support.worldquantbrain.com/hc/en-us/community/posts/39252022275223,retrieved_not_deep_reviewed
|
||||
39251610735639,2026-03-24T08:15:29Z,2026-08-20T04:13:25Z,【VF 0.95收入经验分享】高VF如何拿到更高的base,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/39251610735639,retrieved_not_deep_reviewed
|
||||
39251610735639,2026-03-24T08:15:29Z,2026-09-08T01:53:14Z,【VF 0.95收入经验分享】高VF如何拿到更高的base,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/39251610735639,retrieved_not_deep_reviewed
|
||||
39251361791255,2026-03-24T07:48:59Z,2026-06-10T00:22:14Z,Kiro + MCP学习记录,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/39251361791255,retrieved_not_deep_reviewed
|
||||
39251146195607,2026-03-24T07:11:39Z,2026-06-27T11:51:55Z,我如何用 Codex 有soul 做 WorldQuant 自动量化研究，越用越聪明,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/39251146195607,retrieved_not_deep_reviewed
|
||||
39251146195607,2026-03-24T07:11:39Z,2026-06-27T11:51:55Z,我如何用 Codex 有soul 做 WorldQuant 自动量化研究，越用越聪明,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/39251146195607,retrieved_not_deep_reviewed
|
||||
39250162065943,2026-03-24T04:58:59Z,2026-09-06T22:04:35Z,【我退税1W，你呢】2025年个税汇算清缴已开始，看看你是不是可以退税？,other,https://support.worldquantbrain.com/hc/en-us/community/posts/39250162065943,retrieved_not_deep_reviewed
|
||||
39249632575511,2026-03-24T03:46:09Z,2026-07-01T12:47:01Z,【ValueFactor】经验分享，纯新手VF 0.5 -> 0.97 -> 0.99,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/39249632575511,retrieved_not_deep_reviewed
|
||||
39249078858647,2026-03-24T02:46:56Z,2026-08-18T11:50:52Z,osmosis point一键备份及恢复,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/39249078858647,retrieved_not_deep_reviewed
|
||||
@@ -415,12 +421,12 @@
|
||||
39224495902103,2026-03-23T07:55:35Z,2026-06-10T00:22:56Z,新晋顾问26天经验与踩坑分享,other,https://support.worldquantbrain.com/hc/en-us/community/posts/39224495902103,retrieved_not_deep_reviewed
|
||||
39224451555223,2026-03-23T07:47:43Z,2026-06-10T00:23:00Z,成为顾问的100天感想：道阻且长，唯有沉心学习。,other,https://support.worldquantbrain.com/hc/en-us/community/posts/39224451555223,retrieved_not_deep_reviewed
|
||||
39224259294999,2026-03-23T07:15:35Z,2026-08-06T03:19:39Z,【代码分享】遇到429时，我用代码写了个一套管理机制来动态控制并发数,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/39224259294999,retrieved_not_deep_reviewed
|
||||
39223126454679,2026-03-23T04:23:56Z,2026-07-16T00:19:02Z,【AI提示词分享】一套基于Gemini Cli的因子优化提示词---即ctrl即用,ai-mining;engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/39223126454679,retrieved_not_deep_reviewed
|
||||
39223126454679,2026-03-23T04:23:56Z,2026-09-09T11:03:09Z,【AI提示词分享】一套基于Gemini Cli的因子优化提示词---即ctrl即用,ai-mining;engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/39223126454679,retrieved_not_deep_reviewed
|
||||
39223135297431,2026-03-23T04:22:04Z,2026-06-29T00:04:20Z,"""看一眼线""，那是在看啥，Alpha""续航力评分""工具",engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/39223135297431,retrieved_not_deep_reviewed
|
||||
39215982466071,2026-03-22T16:09:07Z,2026-08-08T00:46:41Z,[skills小工具]将数据库中数据封装成skills，用于AI工作流,ai-mining;engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/39215982466071,retrieved_not_deep_reviewed
|
||||
39213565539095,2026-03-22T12:00:01Z,2026-07-29T14:28:19Z,【Quant101】手把手教你搭建本地因子库 ①,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/39213565539095,retrieved_not_deep_reviewed
|
||||
39211291325335,2026-03-22T04:36:51Z,2026-08-26T06:57:45Z,成为Expert的VF爬升之路：0.68-0.98-0.99,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/39211291325335,retrieved_not_deep_reviewed
|
||||
39202207210135,2026-03-21T13:59:19Z,2026-08-18T08:34:04Z,[代码优化]精准Osmosis10万点数（误差只有1）,engineering;portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/39202207210135,retrieved_not_deep_reviewed
|
||||
39202207210135,2026-03-21T13:59:19Z,2026-09-07T11:47:49Z,[代码优化]精准Osmosis10万点数（误差只有1）,engineering;portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/39202207210135,retrieved_not_deep_reviewed
|
||||
39201891253911,2026-03-21T13:28:41Z,2026-06-27T03:44:35Z,iflow cli将4月停止维护，提前使用opencode免费使用MiMo模型MiniMax等模型,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/39201891253911,retrieved_not_deep_reviewed
|
||||
39195490429847,2026-03-20T23:15:50Z,2026-07-28T12:18:09Z,WorldQuant BRAIN 量化策略影响力有向图解析：那些决定成败的关键回路,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/39195490429847,retrieved_not_deep_reviewed
|
||||
39183798681239,2026-03-20T16:23:31Z,2026-06-10T00:23:49Z,将从网页拉取的数据存储到数据库,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/39183798681239,retrieved_not_deep_reviewed
|
||||
@@ -436,17 +442,17 @@
|
||||
39061898258071,2026-03-16T05:55:04Z,2026-07-28T11:16:57Z,workbuddy让回测更方便,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/39061898258071,retrieved_not_deep_reviewed
|
||||
39050410166807,2026-03-15T13:53:18Z,2026-09-03T01:53:10Z,关于IS ladder sharpe优化的一点实践经验,other,https://support.worldquantbrain.com/hc/en-us/community/posts/39050410166807,retrieved_not_deep_reviewed
|
||||
39035430170135,2026-03-14T14:22:46Z,2026-07-30T02:58:45Z,【经验分享】第一个35SA的生成之路-你认为的好对SA来说不一定真的好,other,https://support.worldquantbrain.com/hc/en-us/community/posts/39035430170135,retrieved_not_deep_reviewed
|
||||
39034638600343,2026-03-14T13:10:48Z,2026-06-10T00:24:52Z,写了一个专门生成提交alpha 的open claw 的skill ,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/39034638600343,retrieved_not_deep_reviewed
|
||||
39034538171159,2026-03-14T13:02:40Z,2026-08-27T12:51:09Z, 【深度分享】我是怎么给 Claude + BRAIN 做了一套全自动挖矿 Pipeline MCP 的 ,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/39034538171159,retrieved_not_deep_reviewed
|
||||
39034638600343,2026-03-14T13:10:48Z,2026-06-10T00:24:52Z,写了一个专门生成提交alpha 的open claw 的skill,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/39034638600343,retrieved_not_deep_reviewed
|
||||
39034538171159,2026-03-14T13:02:40Z,2026-08-27T12:51:09Z,【深度分享】我是怎么给 Claude + BRAIN 做了一套全自动挖矿 Pipeline MCP 的,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/39034538171159,retrieved_not_deep_reviewed
|
||||
39008832536599,2026-03-13T10:36:09Z,2026-06-10T00:25:00Z,【你用什么模型？】主流大模型评测,other,https://support.worldquantbrain.com/hc/en-us/community/posts/39008832536599,retrieved_not_deep_reviewed
|
||||
39007426454423,2026-03-13T07:33:02Z,2026-07-15T11:05:00Z,预测你的Osmosis combined performance排名! 看看你排在哪里？ - by 亚当,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/39007426454423,retrieved_not_deep_reviewed
|
||||
39007426454423,2026-03-13T07:33:02Z,2026-07-15T11:05:00Z,预测你的Osmosis combined performance排名! 看看你排在哪里？ - by 亚当,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/39007426454423,retrieved_not_deep_reviewed
|
||||
39007288486679,2026-03-13T07:11:51Z,2026-07-20T11:19:16Z,【base经验分享方向帖 】带你分析vf0.77 如何吃到50刀 上篇,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/39007288486679,retrieved_not_deep_reviewed
|
||||
38989280956951,2026-03-12T15:18:17Z,2026-09-05T14:52:59Z,AI教我写模板,alpha-idea;ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/38989280956951,retrieved_not_deep_reviewed
|
||||
38989280956951,2026-03-12T15:18:17Z,2026-09-08T11:56:02Z,AI教我写模板,alpha-idea;ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/38989280956951,retrieved_not_deep_reviewed
|
||||
38980270292631,2026-03-12T04:28:30Z,2026-08-24T11:13:04Z,16815刀季度奖经验分享-小虎,other,https://support.worldquantbrain.com/hc/en-us/community/posts/38980270292631,retrieved_not_deep_reviewed
|
||||
38979392093591,2026-03-12T02:49:10Z,2026-06-30T18:10:16Z,差一点就能提交的alpha怎么救？我的10个方法,other,https://support.worldquantbrain.com/hc/en-us/community/posts/38979392093591,retrieved_not_deep_reviewed
|
||||
38979342434455,2026-03-12T02:46:36Z,2026-08-06T06:46:57Z,【工具分享】用Claude Code + MCP搭建全自动因子挖掘流水线的实践,ai-mining;engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/38979342434455,retrieved_not_deep_reviewed
|
||||
38953629858327,2026-03-11T06:39:16Z,2026-06-27T11:49:20Z,【VF0.74 BASE居然也能40刀！】每日base方向帖,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/38953629858327,retrieved_not_deep_reviewed
|
||||
38932709256727,2026-03-10T14:03:07Z,2026-09-01T11:50:14Z,【经验分享】我的上分之路：Gold→Master→Grandmaster,other,https://support.worldquantbrain.com/hc/en-us/community/posts/38932709256727,retrieved_not_deep_reviewed
|
||||
38932709256727,2026-03-10T14:03:07Z,2026-09-09T03:25:50Z,【经验分享】我的上分之路：Gold→Master→Grandmaster,other,https://support.worldquantbrain.com/hc/en-us/community/posts/38932709256727,retrieved_not_deep_reviewed
|
||||
38927243023383,2026-03-10T08:05:28Z,2026-08-13T11:18:06Z,【贺六浑】从大厂内卷到18线小城：稳吃保底与我的两次GM进阶之路,other,https://support.worldquantbrain.com/hc/en-us/community/posts/38927243023383,retrieved_not_deep_reviewed
|
||||
38927191768343,2026-03-10T07:58:12Z,2026-08-13T11:18:06Z,USA analyst一些具有经济学意义的重组数据字段,alpha-idea,https://support.worldquantbrain.com/hc/en-us/community/posts/38927191768343,retrieved_not_deep_reviewed
|
||||
38909536551575,2026-03-09T17:08:15Z,2026-06-10T00:26:42Z,【贺六浑】OpenClaw 快速安装与避坑指南,other,https://support.worldquantbrain.com/hc/en-us/community/posts/38909536551575,retrieved_not_deep_reviewed
|
||||
@@ -463,13 +469,13 @@
|
||||
38818912466199,2026-03-05T07:12:10Z,2026-06-10T00:27:35Z,OpenCode 零基础入门指南,other,https://support.worldquantbrain.com/hc/en-us/community/posts/38818912466199,retrieved_not_deep_reviewed
|
||||
38791976126999,2026-03-04T09:41:15Z,2026-06-10T00:27:40Z,【AI工具推荐】OpenClaw平替--OpenWork，适用于windows系统。,ai-mining;engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/38791976126999,retrieved_not_deep_reviewed
|
||||
38791576234647,2026-03-04T08:58:53Z,2026-08-31T16:06:50Z,TRAE配置MCP和Skills(最新),ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/38791576234647,retrieved_not_deep_reviewed
|
||||
38768672144151,2026-03-03T14:20:03Z,2026-07-24T04:36:19Z,【日常生活贴】我的量化日记第十季 ,other,https://support.worldquantbrain.com/hc/en-us/community/posts/38768672144151,retrieved_not_deep_reviewed
|
||||
38768672144151,2026-03-03T14:20:03Z,2026-07-24T04:36:19Z,【日常生活贴】我的量化日记第十季,other,https://support.worldquantbrain.com/hc/en-us/community/posts/38768672144151,retrieved_not_deep_reviewed
|
||||
38767793594775,2026-03-03T13:47:25Z,2026-08-24T12:07:38Z,【经验分享】菜鸟日记——代码小白如何稳住6个月VF0.9+,engineering;portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/38767793594775,retrieved_not_deep_reviewed
|
||||
38761123396375,2026-03-03T03:24:32Z,2026-07-30T02:16:42Z,【26年3月主题活动】2026 全球量化挑战赛（IQC）推荐计划 & Osmosis 大挑战,portfolio;platform,https://support.worldquantbrain.com/hc/en-us/community/posts/38761123396375,retrieved_not_deep_reviewed
|
||||
38738996110743,2026-03-02T14:23:47Z,2026-06-29T13:54:04Z,"我这个expert,领了半个master的奖金！！！",other,https://support.worldquantbrain.com/hc/en-us/community/posts/38738996110743,retrieved_not_deep_reviewed
|
||||
38736030987927,2026-03-02T12:21:30Z,2026-07-27T01:46:40Z,[代码优化]将历史回测存储至MongoDB中,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/38736030987927,retrieved_not_deep_reviewed
|
||||
38720223996439,2026-03-01T08:50:29Z,2026-06-10T00:30:14Z,成为expert，vf连续三个月上0.9！！！,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/38720223996439,retrieved_not_deep_reviewed
|
||||
38706673362327,2026-02-28T09:25:43Z,2026-09-07T01:43:23Z,【MCP 提示词优化 alpha】全流程提示词,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/38706673362327,retrieved_not_deep_reviewed
|
||||
38706673362327,2026-02-28T09:25:43Z,2026-09-10T23:54:37Z,【MCP 提示词优化 alpha】全流程提示词,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/38706673362327,retrieved_not_deep_reviewed
|
||||
38680670654999,2026-02-27T08:02:23Z,2026-08-25T15:24:48Z,[经验分享]❌从全错到全对✅，仅一个月实现combine -1.2→3.18 + vf0.92,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/38680670654999,retrieved_not_deep_reviewed
|
||||
38669179039255,2026-02-26T19:36:10Z,2026-08-30T01:57:22Z,EUR TOPCS1600的经验：解决Robust universe Sharpe / Sub-universe Sharpe / Weight concentration 问题,other,https://support.worldquantbrain.com/hc/en-us/community/posts/38669179039255,retrieved_not_deep_reviewed
|
||||
38660272769047,2026-02-26T14:51:16Z,2026-06-10T00:30:40Z,一文详解DCC比赛,platform,https://support.worldquantbrain.com/hc/en-us/community/posts/38660272769047,retrieved_not_deep_reviewed
|
||||
@@ -494,7 +500,7 @@
|
||||
38376574647447,2026-02-13T08:20:39Z,2026-07-19T18:05:59Z,【经验分享】新人如何Combine 2.3， VF 0.9,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/38376574647447,retrieved_not_deep_reviewed
|
||||
38375309010327,2026-02-13T05:22:07Z,2026-06-10T00:34:48Z,📢 AI Alpha 竞赛：提交前最终自查清单 (Final Self-Check List),ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/38375309010327,retrieved_not_deep_reviewed
|
||||
38373794487063,2026-02-13T02:44:02Z,2026-06-10T00:34:53Z,【工具分享】简单便捷地给大模型添加skills,ai-mining;engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/38373794487063,retrieved_not_deep_reviewed
|
||||
38353367804695,2026-02-12T13:39:47Z,2026-06-27T11:50:19Z,【WQ数据监控 v0.1.0】wqmanager.qzz.io 版本更新！ 快来看看本次 value factor 和 combined 更新情况吧！,portfolio;platform,https://support.worldquantbrain.com/hc/en-us/community/posts/38353367804695,retrieved_not_deep_reviewed
|
||||
38353367804695,2026-02-12T13:39:47Z,2026-06-27T11:50:19Z,【WQ数据监控 v0.1.0】wqmanager.qzz.io 版本更新！ 快来看看本次 value factor 和 combined 更新情况吧！,portfolio;platform,https://support.worldquantbrain.com/hc/en-us/community/posts/38353367804695,retrieved_not_deep_reviewed
|
||||
38349347744407,2026-02-12T08:05:12Z,2026-07-09T03:10:05Z,终于走出雾霾区，体验了一把“一柱擎天”的喜悦！！！（vf: 0.5 -> 0.14 -> 0.13 -> 0.38 ->0.81->0.95）,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/38349347744407,retrieved_not_deep_reviewed
|
||||
38348972485911,2026-02-12T07:15:22Z,2026-06-10T00:35:09Z,0.74VF也能1RA吃到14刀！,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/38348972485911,retrieved_not_deep_reviewed
|
||||
38320422749463,2026-02-11T07:22:25Z,2026-06-10T00:35:14Z,【经验分享】如何从expert直升GM,other,https://support.worldquantbrain.com/hc/en-us/community/posts/38320422749463,retrieved_not_deep_reviewed
|
||||
@@ -511,7 +517,7 @@
|
||||
38249576693911,2026-02-08T04:57:26Z,2026-07-31T16:43:02Z,[必要检查：OS比赛分数统计]OS比赛分数统计,platform,https://support.worldquantbrain.com/hc/en-us/community/posts/38249576693911,retrieved_not_deep_reviewed
|
||||
38235318555415,2026-02-07T05:44:22Z,2026-06-10T00:39:04Z,【送AI Token】参加今日培训AI工具助你研究效率翻倍，更有token券相送,ai-mining;engineering;platform,https://support.worldquantbrain.com/hc/en-us/community/posts/38235318555415,retrieved_not_deep_reviewed
|
||||
38234815701911,2026-02-07T04:16:00Z,2026-08-29T13:04:16Z,Alpha稳健性检验代码,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/38234815701911,retrieved_not_deep_reviewed
|
||||
38213050258839,2026-02-06T12:39:56Z,2026-08-23T15:52:55Z,[AIAC2][操作符] 167 操作符全示例，赋能AI 生成、优化、验证表达式,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/38213050258839,retrieved_not_deep_reviewed
|
||||
38213050258839,2026-02-06T12:39:56Z,2026-09-09T03:55:08Z,[AIAC2][操作符] 167 操作符全示例，赋能AI 生成、优化、验证表达式,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/38213050258839,retrieved_not_deep_reviewed
|
||||
38210807994519,2026-02-06T09:28:25Z,2026-07-29T16:04:46Z,OSMOSIS 分数分配策略 by TIGER：big head 分配法,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/38210807994519,retrieved_not_deep_reviewed
|
||||
38209592294167,2026-02-06T06:42:41Z,2026-06-10T00:43:16Z,VF第一次更新从0.5-0.88的感想,portfolio;platform,https://support.worldquantbrain.com/hc/en-us/community/posts/38209592294167,retrieved_not_deep_reviewed
|
||||
38187278934551,2026-02-05T14:15:07Z,2026-06-29T14:22:04Z,data存储与主题数据高效获取方法,other,https://support.worldquantbrain.com/hc/en-us/community/posts/38187278934551,retrieved_not_deep_reviewed
|
||||
@@ -519,38 +525,38 @@
|
||||
38182883500055,2026-02-05T09:48:58Z,2026-07-29T14:44:42Z,OS更新后对于“这个因子到底能不能交”的一点思考 【传奇耐打王系列一】,platform,https://support.worldquantbrain.com/hc/en-us/community/posts/38182883500055,retrieved_not_deep_reviewed
|
||||
38182819864471,2026-02-05T09:38:03Z,2026-08-26T13:53:46Z,【差生文具多】WQ助手1.01版本(安卓版本),other,https://support.worldquantbrain.com/hc/en-us/community/posts/38182819864471,retrieved_not_deep_reviewed
|
||||
38154547987607,2026-02-04T08:15:31Z,2026-06-10T00:43:46Z,【ValueFactor提升经验】从0.26->0.53->0.56->0.9->0.95的经验之谈,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/38154547987607,retrieved_not_deep_reviewed
|
||||
38151220803095,2026-02-04T02:22:18Z,2026-09-03T09:07:10Z,AI打工人配置指南 - Windows\Mac\Linux,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/38151220803095,retrieved_not_deep_reviewed
|
||||
38151220803095,2026-02-04T02:22:18Z,2026-09-09T03:30:16Z,AI打工人配置指南 - Windows\Mac\Linux,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/38151220803095,retrieved_not_deep_reviewed
|
||||
38149908964759,2026-02-04T01:09:24Z,2026-06-10T00:43:55Z,【AI打工人Step4运行问题】针对Mac系统的代码调整,ai-mining;engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/38149908964759,retrieved_not_deep_reviewed
|
||||
38121900955415,2026-02-03T05:48:25Z,2026-06-10T00:44:00Z,新人期升段失败 ，vf0.5-0.93的个人小结,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/38121900955415,retrieved_not_deep_reviewed
|
||||
38121748548759,2026-02-03T05:25:48Z,2026-07-17T22:01:22Z,【WQ数据监控】wqmanager.qzz.io 一览wq-leaderboard数据,other,https://support.worldquantbrain.com/hc/en-us/community/posts/38121748548759,retrieved_not_deep_reviewed
|
||||
38121562587543,2026-02-03T05:01:45Z,2026-06-10T00:44:11Z,萌新第一次定级怎么做到comb-1.48但是Velue Factor0.9的（踩坑教程）,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/38121562587543,retrieved_not_deep_reviewed
|
||||
38121310515223,2026-02-03T04:33:20Z,2026-09-03T09:42:11Z,PPA活动主题限制下，提交ra点塔的一点心得。,platform,https://support.worldquantbrain.com/hc/en-us/community/posts/38121310515223,retrieved_not_deep_reviewed
|
||||
38121310515223,2026-02-03T04:33:20Z,2026-09-10T04:38:42Z,PPA活动主题限制下，提交ra点塔的一点心得。,platform,https://support.worldquantbrain.com/hc/en-us/community/posts/38121310515223,retrieved_not_deep_reviewed
|
||||
38120459173143,2026-02-03T03:10:49Z,2026-07-22T02:09:44Z,PC限流的破解小窍门：基于SC的PC优化方法,other,https://support.worldquantbrain.com/hc/en-us/community/posts/38120459173143,retrieved_not_deep_reviewed
|
||||
38120400657687,2026-02-03T03:03:52Z,2026-06-10T00:44:21Z,【MCP error -32000: Connection closed】解决无法连接问题（MAC系统）,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/38120400657687,retrieved_not_deep_reviewed
|
||||
38120016912407,2026-02-03T02:28:52Z,2026-06-29T02:45:50Z,【BRAIN顾问的春节精彩瞬间】马上有福·BRAIN新春喜乐会 🏮,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/38120016912407,retrieved_not_deep_reviewed
|
||||
38095332944919,2026-02-02T09:02:27Z,2026-06-10T00:44:31Z,iflow cli接入自定义大模型api,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/38095332944919,retrieved_not_deep_reviewed
|
||||
38081199177239,2026-02-01T07:44:01Z,2026-08-20T13:58:29Z,【新人向-SA的本地计算SC】复制即用！跟上后一篇PC检测代码！,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/38081199177239,retrieved_not_deep_reviewed
|
||||
38081199177239,2026-02-01T07:44:01Z,2026-09-08T18:24:46Z,【新人向-SA的本地计算SC】复制即用！跟上后一篇PC检测代码！,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/38081199177239,retrieved_not_deep_reviewed
|
||||
38037870580375,2026-01-30T02:11:13Z,2026-06-10T00:44:42Z,[找灵感] 我遇到的找灵感时账号登录问题,alpha-idea,https://support.worldquantbrain.com/hc/en-us/community/posts/38037870580375,retrieved_not_deep_reviewed
|
||||
38025695370775,2026-01-29T18:31:48Z,2026-08-09T16:28:34Z,【效率王】APP重磅升级功能：来点Alpha--重新定义AI时代123阶,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/38025695370775,retrieved_not_deep_reviewed
|
||||
38021301172759,2026-01-29T16:12:12Z,2026-06-10T00:44:54Z,关于ts_decay_linear的妙用,other,https://support.worldquantbrain.com/hc/en-us/community/posts/38021301172759,retrieved_not_deep_reviewed
|
||||
38013614427671,2026-01-29T09:43:31Z,2026-08-31T06:22:43Z,Gemini CLI正确开启skills以及alpha迭代优化工作流,ai-mining;engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/38013614427671,retrieved_not_deep_reviewed
|
||||
38013569192983,2026-01-29T09:32:22Z,2026-06-10T00:45:04Z,使用mcp+ai挖掘alpha过程中节约token的小技巧,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/38013569192983,retrieved_not_deep_reviewed
|
||||
38011740910743,2026-01-29T05:25:34Z,2026-08-07T10:56:00Z,英伟达免费模型接入Claude Code使用AI打工人,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/38011740910743,retrieved_not_deep_reviewed
|
||||
38010074902295,2026-01-29T02:45:43Z,2026-04-30T22:54:38Z,我用 Codex + GPT-5.2 + MCP 跑通了第一个 Alpha 优化，记录一下过程,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/38010074902295,retrieved_not_deep_reviewed
|
||||
38009162109079,2026-01-29T01:32:17Z,2026-08-15T03:37:36Z,【新手向】打造经济实用型打工人-为AI打工人配置优惠的coding plan,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/38009162109079,retrieved_not_deep_reviewed
|
||||
37983679645463,2026-01-28T03:33:42Z,2026-06-10T00:45:18Z,羊毛薅不完 Google for developers 每月10刀优惠 可用于调用Gemini api 助力你的AIAC 2.0,ai-mining;engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/37983679645463,retrieved_not_deep_reviewed
|
||||
38010074902295,2026-01-29T02:45:43Z,2026-04-30T22:54:38Z,我用 Codex + GPT-5.2 + MCP 跑通了第一个 Alpha 优化，记录一下过程,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/38010074902295,retrieved_not_deep_reviewed
|
||||
38009162109079,2026-01-29T01:32:17Z,2026-09-07T09:39:26Z,【新手向】打造经济实用型打工人-为AI打工人配置优惠的coding plan,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/38009162109079,retrieved_not_deep_reviewed
|
||||
37983679645463,2026-01-28T03:33:42Z,2026-06-10T00:45:18Z,羊毛薅不完 Google for developers 每月10刀优惠 可用于调用Gemini api 助力你的AIAC 2.0,ai-mining;engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/37983679645463,retrieved_not_deep_reviewed
|
||||
37982251006487,2026-01-28T01:35:23Z,2026-08-02T08:01:06Z,白嫖指南：长期稳定免费大模型 API,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/37982251006487,retrieved_not_deep_reviewed
|
||||
37958822593175,2026-01-27T08:32:21Z,2026-06-22T00:56:47Z,[AIAC2] Alpha 生成系统：AI驱动的量化策略优化框架,ai-mining;engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/37958822593175,retrieved_not_deep_reviewed
|
||||
37953156945687,2026-01-26T23:49:56Z,2026-06-10T00:45:38Z,手机远程连接claudecode，24小时随时指挥AI干活！,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/37953156945687,retrieved_not_deep_reviewed
|
||||
37922239190039,2026-01-25T16:35:34Z,2026-06-10T00:45:42Z,AI打工人系列：玩转MAC系统中回测小问题,ai-mining;engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/37922239190039,retrieved_not_deep_reviewed
|
||||
37905611580311,2026-01-24T09:12:17Z,2026-06-22T00:52:50Z,【OB】在OpenCode中使用Antigravity的Claude额度,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/37905611580311,retrieved_not_deep_reviewed
|
||||
37878120993559,2026-01-23T07:35:03Z,2026-08-07T18:40:43Z,这个因子到底能不能交？ 定级后关于因子提交的沉重反思 【传奇耐打王系列一】,other,https://support.worldquantbrain.com/hc/en-us/community/posts/37878120993559,retrieved_not_deep_reviewed
|
||||
37878120993559,2026-01-23T07:35:03Z,2026-09-10T04:10:22Z,这个因子到底能不能交？ 定级后关于因子提交的沉重反思 【传奇耐打王系列一】,other,https://support.worldquantbrain.com/hc/en-us/community/posts/37878120993559,retrieved_not_deep_reviewed
|
||||
37877587810327,2026-01-23T06:23:31Z,2026-09-07T05:51:42Z,GLB区域使用ppa点塔,platform,https://support.worldquantbrain.com/hc/en-us/community/posts/37877587810327,retrieved_not_deep_reviewed
|
||||
37858237686167,2026-01-22T14:48:04Z,2026-08-07T10:46:14Z,基于论坛的 Super Alpha 全自动化框架：从策略生成到最大独立集优化 (附完整源码),engineering;portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/37858237686167,retrieved_not_deep_reviewed
|
||||
37858237686167,2026-01-22T14:48:04Z,2026-09-08T05:36:48Z,基于论坛的 Super Alpha 全自动化框架：从策略生成到最大独立集优化 (附完整源码),engineering;portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/37858237686167,retrieved_not_deep_reviewed
|
||||
37857879534487,2026-01-22T14:35:22Z,2026-07-19T05:51:32Z,opencode+skills全自动优化alpha,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/37857879534487,retrieved_not_deep_reviewed
|
||||
37856141500951,2026-01-22T13:24:07Z,2026-06-10T00:46:07Z,【Community Leader - 因子构造】gemini_cli_sdk + 双agent，打造一个听话的挖掘工2,alpha-idea;ai-mining;engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/37856141500951,retrieved_not_deep_reviewed
|
||||
37852483070743,2026-01-22T07:57:28Z,2026-06-10T00:46:12Z,iflow提示API账户余额不足（Insufficient Balance）？不要急，切换个模型即可,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/37852483070743,retrieved_not_deep_reviewed
|
||||
37852378086039,2026-01-22T07:34:32Z,2026-09-04T09:44:30Z,【ValueFactor】0.38->0.89->1->0.99->1的自我救赎 ,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/37852378086039,retrieved_not_deep_reviewed
|
||||
37852378086039,2026-01-22T07:34:32Z,2026-09-04T09:44:30Z,【ValueFactor】0.38->0.89->1->0.99->1的自我救赎,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/37852378086039,retrieved_not_deep_reviewed
|
||||
37831022530583,2026-01-21T15:34:49Z,2026-07-17T23:10:10Z,Trae+SKILL+规则+记忆=AI全自动挖掘因子,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/37831022530583,retrieved_not_deep_reviewed
|
||||
37828798034711,2026-01-21T14:15:58Z,2026-06-10T00:46:25Z,【一键切换API供应商】小白也能配置，AI打工人的辅助神器，适用Claude Code、Codex、Gemini CLI,ai-mining;engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/37828798034711,retrieved_not_deep_reviewed
|
||||
37824943159959,2026-01-21T10:21:06Z,2026-06-10T00:46:29Z,【大角羊】一分钟掌握参加AIAC2.0比赛要点！,ai-mining;platform,https://support.worldquantbrain.com/hc/en-us/community/posts/37824943159959,retrieved_not_deep_reviewed
|
||||
@@ -560,12 +566,12 @@
|
||||
37820360761367,2026-01-21T01:35:01Z,2026-06-10T00:46:48Z,英伟达免费白嫖 minimax-m2.1 和 glm4.7 模型,other,https://support.worldquantbrain.com/hc/en-us/community/posts/37820360761367,retrieved_not_deep_reviewed
|
||||
37800870021015,2026-01-20T14:33:19Z,2026-09-01T16:19:03Z,【”羊毛“合集】可供使用的AI免费资源,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/37800870021015,retrieved_not_deep_reviewed
|
||||
37797346107671,2026-01-20T11:42:14Z,2026-06-10T00:46:57Z,【傻瓜式安装教程】傻瓜式安装claude-code-router使用ai打工人的免费api,ai-mining;engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/37797346107671,retrieved_not_deep_reviewed
|
||||
37796479641111,2026-01-20T10:20:45Z,2026-06-29T13:52:09Z,【日常生活贴】我的量化日记第九季 ,other,https://support.worldquantbrain.com/hc/en-us/community/posts/37796479641111,retrieved_not_deep_reviewed
|
||||
37796479641111,2026-01-20T10:20:45Z,2026-06-29T13:52:09Z,【日常生活贴】我的量化日记第九季,other,https://support.worldquantbrain.com/hc/en-us/community/posts/37796479641111,retrieved_not_deep_reviewed
|
||||
37780459876119,2026-01-19T17:00:50Z,2026-06-10T17:44:10Z,【实用报表】多维度分析Alpha最新2023年OS趋势,other,https://support.worldquantbrain.com/hc/en-us/community/posts/37780459876119,retrieved_not_deep_reviewed
|
||||
37776070276119,2026-01-19T14:14:28Z,2026-07-21T15:38:26Z,【工具推荐】claude-code-proxy + AI打工人：使用免费的大模型白嫖打工人！,ai-mining;engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/37776070276119,retrieved_not_deep_reviewed
|
||||
37762717623063,2026-01-18T16:52:39Z,2026-06-10T00:47:18Z,【AI桌面插件】作为智能助手寻找 Alpha 模版和灵感,alpha-idea;ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/37762717623063,retrieved_not_deep_reviewed
|
||||
37760676701463,2026-01-18T12:58:32Z,2026-06-10T00:47:22Z,Mac OS设置cnhkmcp环境,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/37760676701463,retrieved_not_deep_reviewed
|
||||
37760428555287,2026-01-18T12:23:49Z,2026-07-03T16:58:10Z, [工具分享] 追踪每一次cnhkmcp的更新,ai-mining;engineering;platform,https://support.worldquantbrain.com/hc/en-us/community/posts/37760428555287,retrieved_not_deep_reviewed
|
||||
37760428555287,2026-01-18T12:23:49Z,2026-07-03T16:58:10Z,[工具分享] 追踪每一次cnhkmcp的更新,ai-mining;engineering;platform,https://support.worldquantbrain.com/hc/en-us/community/posts/37760428555287,retrieved_not_deep_reviewed
|
||||
37759477785239,2026-01-18T09:47:10Z,2026-08-07T10:44:23Z,[Alpha优化] 提高Robust Universie Sharp，提高Sub Universe Sharp，降低Turnover的常见方式,other,https://support.worldquantbrain.com/hc/en-us/community/posts/37759477785239,retrieved_not_deep_reviewed
|
||||
37745706080407,2026-01-17T08:00:15Z,2026-06-22T00:23:32Z,【SKILLS everywhere】自动同步skills，从claude到gemini，codex，iflow,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/37745706080407,retrieved_not_deep_reviewed
|
||||
37744709099671,2026-01-17T05:17:18Z,2026-06-10T00:47:42Z,最新MacOS tahoe 系统如何解决运行APP后打开回测器报错解决方案,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/37744709099671,retrieved_not_deep_reviewed
|
||||
@@ -604,8 +610,8 @@
|
||||
37553419414807,2026-01-09T07:59:05Z,2026-07-26T13:05:22Z,【贺六浑】 回测次数到达4700，自动强制终止回测 开箱即用脚本,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/37553419414807,retrieved_not_deep_reviewed
|
||||
37531632149783,2026-01-08T15:26:38Z,2026-06-10T00:50:18Z,在获取数据集的时候返回API rate limit exceeded,alpha-idea;engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/37531632149783,retrieved_not_deep_reviewed
|
||||
37525915867671,2026-01-08T11:02:08Z,2026-07-20T05:30:46Z,【Community Leader -因子构造 💎】拯救IND地区Robust universe Sharpe测试不通过的一个新思路,alpha-idea,https://support.worldquantbrain.com/hc/en-us/community/posts/37525915867671,retrieved_not_deep_reviewed
|
||||
37523762919575,2026-01-08T06:31:36Z,2026-08-28T22:07:36Z,新手福音，全自动爬山算法，1个Alpha变N个！！！（开箱即用）,other,https://support.worldquantbrain.com/hc/en-us/community/posts/37523762919575,retrieved_not_deep_reviewed
|
||||
37503393839895,2026-01-07T15:32:28Z,2026-02-28T07:18:35Z,[Gemini大王]同时调取多个Gemini Cli完成不同工作,ai-mining;engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/37503393839895,retrieved_not_deep_reviewed
|
||||
37523762919575,2026-01-08T06:31:36Z,2026-09-10T23:33:51Z,新手福音，全自动爬山算法，1个Alpha变N个！！！（开箱即用）,other,https://support.worldquantbrain.com/hc/en-us/community/posts/37523762919575,retrieved_not_deep_reviewed
|
||||
37503393839895,2026-01-07T15:32:28Z,2026-09-08T01:53:19Z,[Gemini大王]同时调取多个Gemini Cli完成不同工作,ai-mining;engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/37503393839895,retrieved_not_deep_reviewed
|
||||
37495491312407,2026-01-07T06:52:07Z,2026-01-17T12:29:52Z,【代码优化】一句话debug：429？多try一下就好啦！,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/37495491312407,retrieved_not_deep_reviewed
|
||||
37495033591447,2026-01-07T05:55:18Z,2026-08-24T04:48:37Z,QuantGo Kit：基于Grafana的WorldQuant量化可视化篇,other,https://support.worldquantbrain.com/hc/en-us/community/posts/37495033591447,retrieved_not_deep_reviewed
|
||||
37494588760343,2026-01-07T04:56:49Z,2026-05-17T07:10:31Z,【代码优化】缘分一道桥429 频繁报错 + 解析误判的一个实用修法（亲测有效）,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/37494588760343,retrieved_not_deep_reviewed
|
||||
@@ -619,6 +625,6 @@
|
||||
37427295710359,2026-01-04T09:45:08Z,2026-08-01T04:49:27Z,[SuperAlpha] 基于SuperAlpha数据分析师--Own极简回测次数源源不断三五(附代码),engineering;portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/37427295710359,retrieved_not_deep_reviewed
|
||||
37389747140119,2026-01-02T06:57:14Z,2026-02-02T08:11:24Z,Brain Labs填充缺失值使用未来数据吗？,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/37389747140119,retrieved_not_deep_reviewed
|
||||
37388868198423,2026-01-02T04:37:56Z,2026-08-14T05:27:45Z,2025年踩坑经验总结 vf 0.5->0.13->0.38->0.81； Combined Alpha Performance 0.68->0.06->-0.58->0.36；,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/37388868198423,retrieved_not_deep_reviewed
|
||||
37388646548119,2026-01-02T04:12:54Z,2026-09-06T12:19:42Z,[工具分享]一键 Robust Sharpe优化辅助,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/37388646548119,retrieved_not_deep_reviewed
|
||||
37388646548119,2026-01-02T04:12:54Z,2026-09-06T12:19:42Z,[工具分享]一键 Robust Sharpe优化辅助,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/37388646548119,retrieved_not_deep_reviewed
|
||||
37386294914199,2026-01-01T23:54:25Z,2026-07-12T10:24:28Z,[cnhkmcp APP] 导出带settings的json批量回测--断点续传，智能重试,ai-mining;engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/37386294914199,retrieved_not_deep_reviewed
|
||||
37377610926999,2026-01-01T07:46:19Z,2026-07-25T10:32:22Z,获取生产相关性代码改进,engineering;portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/37377610926999,retrieved_not_deep_reviewed
|
||||
|
||||
|
@@ -1,100 +1,106 @@
|
||||
post_id,created_at,updated_at,title,url,group_heuristic,review_status,comments_retrieved,comments_complete,knowledge_files
|
||||
43208281917591,2026-09-03T02:27:56Z,2026-09-06T15:14:46Z,03-【进阶学习】Super Alpha 每日获得额外1-60USD，来此学习,https://support.worldquantbrain.com/hc/en-us/community/posts/43208281917591,portfolio,synthesized,0,True,04-platform/superalpha-collection-review.md
|
||||
43181411147287,2026-09-02T10:44:26Z,2026-09-07T04:45:22Z,【Alpha Idea】谁在付 Spread？——订单流攻击性、半衰期分层与一个双引擎架构的诞生,https://support.worldquantbrain.com/hc/en-us/community/posts/43181411147287,ideas,synthesized,0,True,01-alpha-ideas/mechanism-cards.md;06-sources/curated.md
|
||||
43179860065303,2026-09-02T08:17:04Z,2026-09-07T07:51:01Z,"【Alpha Idea】维基百科关注度的""突压""信号(sent)在德国DEU市场的因子化尝试",https://support.worldquantbrain.com/hc/en-us/community/posts/43179860065303,ideas,synthesized,0,True,01-alpha-ideas/mechanism-cards.md;06-sources/curated.md
|
||||
43179521660823,2026-09-02T07:35:26Z,2026-09-07T07:32:08Z,"【Alpha Idea】不看幅度看""显著性""：一个信噪比（SNR）模板在 USA / GLB / EUR 三个市场的因子化尝试",https://support.worldquantbrain.com/hc/en-us/community/posts/43179521660823,ideas,synthesized,0,True,01-alpha-ideas/mechanism-cards.md;06-sources/curated.md
|
||||
43179259800471,2026-09-02T07:12:12Z,2026-09-07T07:45:43Z,02-【进阶学习】API优化、模版、自制数据、wqb、本地自相关检测等进阶合集,https://support.worldquantbrain.com/hc/en-us/community/posts/43179259800471,guides,synthesized,0,True,03-engineering/advanced-collection-review.md
|
||||
43151729306647,2026-09-01T13:11:24Z,2026-09-07T08:18:50Z,【Alpha Idea】机构持仓变化与拥挤反转：institutions18 在 GLB 市场的因子化尝试,https://support.worldquantbrain.com/hc/en-us/community/posts/43151729306647,ideas,synthesized,0,True,01-alpha-ideas/mechanism-cards.md;06-sources/curated.md
|
||||
43147371557015,2026-09-01T08:24:29Z,2026-09-06T15:03:50Z,【9月主题活动】Alpha Idea and Implementation 征文活动 —— 展现你的研究实力！,https://support.worldquantbrain.com/hc/en-us/community/posts/43147371557015,events,synthesized,0,True,00-restart/2026-timeline.md;04-platform/current-updates.md;06-sources/curated.md;09-experience-lessons/competition-evidence.md
|
||||
43087031637527,2026-08-29T05:39:26Z,2026-09-07T04:46:24Z,【免费AI工具使用】之 ZCode 桌面版 【3亿token 免费】GLM5.3模型 ,https://support.worldquantbrain.com/hc/en-us/community/posts/43087031637527,events,screened,0,True,
|
||||
43085454784535,2026-08-29T02:21:57Z,2026-09-07T06:08:37Z,本地check ppc的完整方法及代码，助你GLB PPA开发一臂之力,https://support.worldquantbrain.com/hc/en-us/community/posts/43085454784535,engineering,synthesized,0,True,03-engineering/2026-operating-lessons.md;08-alpha-optimization/portfolio-and-correlation.md
|
||||
43067045830679,2026-08-28T14:10:52Z,2026-09-07T04:47:29Z,分享一下ZCode送3亿GLM‑5.3‑Flash 模型 token活动。,https://support.worldquantbrain.com/hc/en-us/community/posts/43067045830679,events,screened,0,True,
|
||||
43058251853847,2026-08-28T02:23:03Z,2026-09-07T07:27:18Z,获取 WorldQuant 每天剩余回测次数、已回测次数,https://support.worldquantbrain.com/hc/en-us/community/posts/43058251853847,engineering,synthesized,0,True,03-engineering/2026-operating-lessons.md
|
||||
43031577079575,2026-08-27T08:00:38Z,2026-09-07T04:48:08Z,新人顾问心得，尝试通过Robust测试（一边修改一边写帖子）,https://support.worldquantbrain.com/hc/en-us/community/posts/43031577079575,lessons,synthesized,0,True,09-experience-lessons/failure-casebook.md
|
||||
43031425132823,2026-08-27T07:41:24Z,2026-09-07T04:48:39Z,和AI学点手搓小知识-vec操作符解析,https://support.worldquantbrain.com/hc/en-us/community/posts/43031425132823,optimization,screened,0,True,
|
||||
43030071187479,2026-08-27T02:21:08Z,2026-09-06T22:00:47Z,01-【新人必读】新顾问入门指南！,https://support.worldquantbrain.com/hc/en-us/community/posts/43030071187479,guides,screened,1,True,
|
||||
43006316208151,2026-08-26T12:39:42Z,2026-09-07T04:49:04Z,【组合层心法】Combined Alpha 冲 2.0 不是堆出来的：一条四季爬升线里的少交比多交强,https://support.worldquantbrain.com/hc/en-us/community/posts/43006316208151,portfolio,synthesized,0,True,08-alpha-optimization/portfolio-and-correlation.md
|
||||
43002825233687,2026-08-26T08:04:33Z,2026-09-06T11:22:37Z,🌟 玩转 Osmosis：让你的 Alphas 成为最高 2 倍收益放大器！(机制详解与实操指南),https://support.worldquantbrain.com/hc/en-us/community/posts/43002825233687,portfolio,synthesized,2,True,04-platform/portfolio-osmosis.md;06-sources/curated.md;08-alpha-optimization/portfolio-and-correlation.md
|
||||
42981290349463,2026-08-25T14:24:44Z,2026-09-07T06:08:53Z,一个skill让AI不再混信号,https://support.worldquantbrain.com/hc/en-us/community/posts/42981290349463,ai,synthesized,0,True,02-ai-mining/2026-methods-and-failures.md
|
||||
42975079714839,2026-08-25T08:53:50Z,2026-09-07T04:49:44Z,免费体验 MiniMax‑M3！GMI Cloud 限时 14 天无限制调用福利,https://support.worldquantbrain.com/hc/en-us/community/posts/42975079714839,events,screened,0,True,
|
||||
42972530812183,2026-08-25T03:58:37Z,2026-09-07T04:50:15Z,Region Agnostic Alpha (RAA) 详解 — 新手入门指南,https://support.worldquantbrain.com/hc/en-us/community/posts/42972530812183,general,screened,0,True,
|
||||
42955680180247,2026-08-24T16:05:41Z,2026-09-07T04:50:35Z,【SPC实战】信号衰减5-7天：数据源“时效性”比“全面性”更重要,https://support.worldquantbrain.com/hc/en-us/community/posts/42955680180247,general,synthesized,0,True,04-platform/spc.md;06-sources/curated.md;07-professional-knowledge/data-and-signal-semantics.md
|
||||
42945861800983,2026-08-24T09:08:41Z,2026-09-07T04:51:02Z,【🐉龙虎榜·卷四】季度奖揭榜，VF 为纲——谁人乘龙，谁人执印？,https://support.worldquantbrain.com/hc/en-us/community/posts/42945861800983,events,screened,0,True,
|
||||
42943436447127,2026-08-24T04:09:19Z,2026-09-07T04:51:28Z,【测试】相对文件名路径验证帖,https://support.worldquantbrain.com/hc/en-us/community/posts/42943436447127,general,screened,0,True,
|
||||
42801904467607,2026-08-18T07:14:53Z,2026-09-07T04:51:51Z,[AI工具]让AI打工人使用免费的deepseek(freebuff反向代理),https://support.worldquantbrain.com/hc/en-us/community/posts/42801904467607,ai,screened,0,True,
|
||||
42775887653399,2026-08-17T13:07:37Z,2026-09-06T10:10:44Z,"Combined Alpha Performance 连续四季爬升，本季度突破 2.0：一条""从负数到2""的实证轨迹",https://support.worldquantbrain.com/hc/en-us/community/posts/42775887653399,portfolio,screened,0,True,
|
||||
42774450536343,2026-08-17T12:12:11Z,2026-09-06T10:10:52Z,【大角羊】💰 每天14:30，微信自动把昨天的 Base Payment 账单送到你手上（RA/SA 分项 · 开箱即用）,https://support.worldquantbrain.com/hc/en-us/community/posts/42774450536343,general,screened,0,True,
|
||||
42772611660823,2026-08-17T10:05:06Z,2026-09-06T22:01:20Z,【经验分享】分享一个combine稳定2+，最高3.23的ppa池子分布，以及分享做ppa的经验,https://support.worldquantbrain.com/hc/en-us/community/posts/42772611660823,lessons,screened,0,True,
|
||||
42771962021143,2026-08-17T08:55:07Z,2026-09-07T05:43:12Z,【AI 挖 Alpha】晒晒自己最近 AI 挖 Alpha 用了多少 Token 吧！,https://support.worldquantbrain.com/hc/en-us/community/posts/42771962021143,ai,screened,0,True,
|
||||
42757091114647,2026-08-16T07:52:17Z,2026-09-07T05:43:28Z,免费使用DeepSeek V4 Pro,https://support.worldquantbrain.com/hc/en-us/community/posts/42757091114647,general,screened,3,True,
|
||||
42756641286295,2026-08-16T06:34:33Z,2026-09-06T10:11:17Z,base记录,https://support.worldquantbrain.com/hc/en-us/community/posts/42756641286295,general,screened,0,True,
|
||||
43322521365143,2026-09-08T06:16:19Z,2026-09-10T23:14:24Z,【Region-Agnostic】一键批量将所有OS Regular Alpha 重跑为 ALL/D1 的脚本,https://support.worldquantbrain.com/hc/en-us/community/posts/43322521365143,engineering,synthesized,5,True,03-engineering/2026-operating-lessons.md
|
||||
43320471694999,2026-09-08T02:27:17Z,2026-09-11T00:09:25Z,05-AI精选合集：创建一个具有BRAIN全部知识、金融博士、计算机博士的免费助手,https://support.worldquantbrain.com/hc/en-us/community/posts/43320471694999,guides,synthesized,0,True,02-ai-mining/2026-methods-and-failures.md
|
||||
43320365312023,2026-09-08T02:20:53Z,2026-09-10T07:49:57Z,新顾问福利：Grand Master 1v1 Advisory 答疑辅导,https://support.worldquantbrain.com/hc/en-us/community/posts/43320365312023,events,synthesized,0,True,04-platform/current-updates.md
|
||||
43319649278359,2026-09-08T01:16:05Z,2026-09-10T08:36:15Z,严正公告：严禁将 BRAIN 平台内容发布至第三方平台,https://support.worldquantbrain.com/hc/en-us/community/posts/43319649278359,general,synthesized,2,True,04-platform/current-updates.md
|
||||
43309848501783,2026-09-07T15:47:18Z,2026-09-10T16:10:03Z,【比赛攻略】ARC2026 全区域赛（All Region Competition 2026）一文读懂：赛制、评分、奖金与冲榜技巧,https://support.worldquantbrain.com/hc/en-us/community/posts/43309848501783,events,synthesized,1,True,04-platform/current-updates.md
|
||||
43269155035799,2026-09-05T02:52:22Z,2026-09-10T12:59:22Z,【电子鸡蛋】免费AI站点（公益站）分享,https://support.worldquantbrain.com/hc/en-us/community/posts/43269155035799,ai,synthesized,1,True,02-ai-mining/2026-methods-and-failures.md
|
||||
43208281917591,2026-09-03T02:27:56Z,2026-09-10T12:40:24Z,03-【进阶学习】Super Alpha 每日获得额外1-60USD，来此学习,https://support.worldquantbrain.com/hc/en-us/community/posts/43208281917591,portfolio,synthesized,0,True,04-platform/superalpha-collection-review.md
|
||||
43181411147287,2026-09-02T10:44:26Z,2026-09-11T00:05:03Z,【Alpha Idea】谁在付 Spread？——订单流攻击性、半衰期分层与一个双引擎架构的诞生,https://support.worldquantbrain.com/hc/en-us/community/posts/43181411147287,ideas,synthesized,2,True,01-alpha-ideas/mechanism-cards.md;06-sources/curated.md
|
||||
43179860065303,2026-09-02T08:17:04Z,2026-09-10T16:41:30Z,"【Alpha Idea】维基百科关注度的""突压""信号(sent)在德国DEU市场的因子化尝试",https://support.worldquantbrain.com/hc/en-us/community/posts/43179860065303,ideas,synthesized,3,True,01-alpha-ideas/mechanism-cards.md;06-sources/curated.md
|
||||
43179521660823,2026-09-02T07:35:26Z,2026-09-10T12:57:34Z,"【Alpha Idea】不看幅度看""显著性""：一个信噪比（SNR）模板在 USA / GLB / EUR 三个市场的因子化尝试",https://support.worldquantbrain.com/hc/en-us/community/posts/43179521660823,ideas,synthesized,1,True,01-alpha-ideas/mechanism-cards.md;06-sources/curated.md
|
||||
43179259800471,2026-09-02T07:12:12Z,2026-09-09T02:13:27Z,02-【进阶学习】API优化、模版、自制数据、wqb、本地自相关检测等进阶合集,https://support.worldquantbrain.com/hc/en-us/community/posts/43179259800471,guides,synthesized,0,True,03-engineering/advanced-collection-review.md
|
||||
43151729306647,2026-09-01T13:11:24Z,2026-09-10T12:59:46Z,【Alpha Idea】机构持仓变化与拥挤反转：institutions18 在 GLB 市场的因子化尝试,https://support.worldquantbrain.com/hc/en-us/community/posts/43151729306647,ideas,synthesized,0,True,01-alpha-ideas/mechanism-cards.md;06-sources/curated.md
|
||||
43147371557015,2026-09-01T08:24:29Z,2026-09-10T08:02:13Z,【9月主题活动】Alpha Idea and Implementation 征文活动 —— 展现你的研究实力！,https://support.worldquantbrain.com/hc/en-us/community/posts/43147371557015,events,synthesized,0,True,00-restart/2026-timeline.md;04-platform/current-updates.md;06-sources/curated.md;09-experience-lessons/competition-evidence.md
|
||||
43087031637527,2026-08-29T05:39:26Z,2026-09-09T01:48:36Z,【免费AI工具使用】之 ZCode 桌面版 【3亿token 免费】GLM5.3模型,https://support.worldquantbrain.com/hc/en-us/community/posts/43087031637527,events,screened,0,True,
|
||||
43085454784535,2026-08-29T02:21:57Z,2026-09-10T16:07:50Z,本地check ppc的完整方法及代码，助你GLB PPA开发一臂之力,https://support.worldquantbrain.com/hc/en-us/community/posts/43085454784535,engineering,synthesized,0,True,03-engineering/2026-operating-lessons.md;08-alpha-optimization/portfolio-and-correlation.md
|
||||
43067045830679,2026-08-28T14:10:52Z,2026-09-10T15:47:31Z,分享一下ZCode送3亿GLM‑5.3‑Flash 模型 token活动。,https://support.worldquantbrain.com/hc/en-us/community/posts/43067045830679,events,screened,0,True,
|
||||
43058251853847,2026-08-28T02:23:03Z,2026-09-09T15:42:57Z,获取 WorldQuant 每天剩余回测次数、已回测次数,https://support.worldquantbrain.com/hc/en-us/community/posts/43058251853847,engineering,synthesized,0,True,03-engineering/2026-operating-lessons.md
|
||||
43031577079575,2026-08-27T08:00:38Z,2026-09-09T14:36:48Z,新人顾问心得，尝试通过Robust测试（一边修改一边写帖子）,https://support.worldquantbrain.com/hc/en-us/community/posts/43031577079575,lessons,synthesized,0,True,09-experience-lessons/failure-casebook.md
|
||||
43031425132823,2026-08-27T07:41:24Z,2026-09-10T15:55:47Z,和AI学点手搓小知识-vec操作符解析,https://support.worldquantbrain.com/hc/en-us/community/posts/43031425132823,optimization,screened,0,True,
|
||||
43030071187479,2026-08-27T02:21:08Z,2026-09-09T12:08:33Z,01-【新人必读】新顾问入门指南！,https://support.worldquantbrain.com/hc/en-us/community/posts/43030071187479,guides,screened,1,True,
|
||||
43006316208151,2026-08-26T12:39:42Z,2026-09-10T11:31:24Z,【组合层心法】Combined Alpha 冲 2.0 不是堆出来的：一条四季爬升线里的少交比多交强,https://support.worldquantbrain.com/hc/en-us/community/posts/43006316208151,portfolio,synthesized,0,True,08-alpha-optimization/portfolio-and-correlation.md
|
||||
43002825233687,2026-08-26T08:04:33Z,2026-09-10T14:16:28Z,🌟 玩转 Osmosis：让你的 Alphas 成为最高 2 倍收益放大器！(机制详解与实操指南),https://support.worldquantbrain.com/hc/en-us/community/posts/43002825233687,portfolio,synthesized,2,True,04-platform/portfolio-osmosis.md;06-sources/curated.md;08-alpha-optimization/portfolio-and-correlation.md
|
||||
42981290349463,2026-08-25T14:24:44Z,2026-09-10T14:15:39Z,一个skill让AI不再混信号,https://support.worldquantbrain.com/hc/en-us/community/posts/42981290349463,ai,synthesized,0,True,02-ai-mining/2026-methods-and-failures.md
|
||||
42975079714839,2026-08-25T08:53:50Z,2026-09-10T15:52:17Z,免费体验 MiniMax‑M3！GMI Cloud 限时 14 天无限制调用福利,https://support.worldquantbrain.com/hc/en-us/community/posts/42975079714839,events,screened,0,True,
|
||||
42972530812183,2026-08-25T03:58:37Z,2026-09-09T23:05:54Z,Region Agnostic Alpha (RAA) 详解 — 新手入门指南,https://support.worldquantbrain.com/hc/en-us/community/posts/42972530812183,general,screened,0,True,
|
||||
42955680180247,2026-08-24T16:05:41Z,2026-09-10T15:47:34Z,【SPC实战】信号衰减5-7天：数据源“时效性”比“全面性”更重要,https://support.worldquantbrain.com/hc/en-us/community/posts/42955680180247,general,synthesized,0,True,04-platform/spc.md;06-sources/curated.md;07-professional-knowledge/data-and-signal-semantics.md
|
||||
42945861800983,2026-08-24T09:08:41Z,2026-09-10T14:18:34Z,【🐉龙虎榜·卷四】季度奖揭榜，VF 为纲——谁人乘龙，谁人执印？,https://support.worldquantbrain.com/hc/en-us/community/posts/42945861800983,events,screened,0,True,
|
||||
42943436447127,2026-08-24T04:09:19Z,2026-09-10T17:03:52Z,【测试】相对文件名路径验证帖,https://support.worldquantbrain.com/hc/en-us/community/posts/42943436447127,general,screened,0,True,
|
||||
42801904467607,2026-08-18T07:14:53Z,2026-09-09T08:43:39Z,[AI工具]让AI打工人使用免费的deepseek(freebuff反向代理),https://support.worldquantbrain.com/hc/en-us/community/posts/42801904467607,ai,screened,0,True,
|
||||
42775887653399,2026-08-17T13:07:37Z,2026-09-10T10:49:38Z,"Combined Alpha Performance 连续四季爬升，本季度突破 2.0：一条""从负数到2""的实证轨迹",https://support.worldquantbrain.com/hc/en-us/community/posts/42775887653399,portfolio,screened,0,True,
|
||||
42774450536343,2026-08-17T12:12:11Z,2026-09-10T05:48:14Z,【大角羊】💰 每天14:30，微信自动把昨天的 Base Payment 账单送到你手上（RA/SA 分项 · 开箱即用）,https://support.worldquantbrain.com/hc/en-us/community/posts/42774450536343,general,screened,0,True,
|
||||
42772611660823,2026-08-17T10:05:06Z,2026-09-10T04:32:34Z,【经验分享】分享一个combine稳定2+，最高3.23的ppa池子分布，以及分享做ppa的经验,https://support.worldquantbrain.com/hc/en-us/community/posts/42772611660823,lessons,screened,0,True,
|
||||
42771962021143,2026-08-17T08:55:07Z,2026-09-09T13:33:00Z,【AI 挖 Alpha】晒晒自己最近 AI 挖 Alpha 用了多少 Token 吧！,https://support.worldquantbrain.com/hc/en-us/community/posts/42771962021143,ai,screened,0,True,
|
||||
42757091114647,2026-08-16T07:52:17Z,2026-09-10T10:50:43Z,免费使用DeepSeek V4 Pro,https://support.worldquantbrain.com/hc/en-us/community/posts/42757091114647,general,screened,3,True,
|
||||
42756641286295,2026-08-16T06:34:33Z,2026-09-07T14:41:38Z,base记录,https://support.worldquantbrain.com/hc/en-us/community/posts/42756641286295,general,screened,0,True,
|
||||
42756136847639,2026-08-16T05:11:27Z,2026-09-06T10:11:25Z,AI打工人适配Opencode go套餐,https://support.worldquantbrain.com/hc/en-us/community/posts/42756136847639,ai,screened,0,True,
|
||||
42743732814999,2026-08-15T11:17:48Z,2026-09-06T10:11:33Z,Claude Code Router 和quantflow不兼容的解决办法,https://support.worldquantbrain.com/hc/en-us/community/posts/42743732814999,ai,screened,0,True,
|
||||
42740521405463,2026-08-15T04:01:48Z,2026-09-06T10:11:40Z,【大角羊】📱💻 电脑上的 Pi × 手机钉钉 双向通信——从零搭建全教程（零公网 · 零成本 · 开机自启）】,https://support.worldquantbrain.com/hc/en-us/community/posts/42740521405463,general,screened,0,True,
|
||||
42738237663639,2026-08-15T00:37:15Z,2026-09-06T10:11:47Z,Claude Code 第三方模型使用搜索的利器——EXA,https://support.worldquantbrain.com/hc/en-us/community/posts/42738237663639,ai,screened,0,True,
|
||||
42721824181271,2026-08-14T14:28:28Z,2026-09-06T10:11:53Z,把 Self-Correlation 搬到本地：用 daily-pnl 精确复现平台口径（实测最大误差 0.00004）,https://support.worldquantbrain.com/hc/en-us/community/posts/42721824181271,portfolio,synthesized,0,True,03-engineering/correlation.md;06-sources/curated.md;08-alpha-optimization/portfolio-and-correlation.md
|
||||
42720875852439,2026-08-14T13:56:37Z,2026-09-06T10:11:57Z,【7月新顾问分享】新人如何从每天0产出到每天稳定产出alpha经验分享,https://support.worldquantbrain.com/hc/en-us/community/posts/42720875852439,lessons,screened,0,True,
|
||||
42714622464407,2026-08-14T06:16:44Z,2026-09-06T22:00:58Z,CNHKMCP QuantFlow 提示词,https://support.worldquantbrain.com/hc/en-us/community/posts/42714622464407,ai,screened,1,True,
|
||||
42743732814999,2026-08-15T11:17:48Z,2026-09-08T03:31:11Z,Claude Code Router 和quantflow不兼容的解决办法,https://support.worldquantbrain.com/hc/en-us/community/posts/42743732814999,ai,screened,0,True,
|
||||
42740521405463,2026-08-15T04:01:48Z,2026-09-09T10:14:40Z,【大角羊】📱💻 电脑上的 Pi × 手机钉钉 双向通信——从零搭建全教程（零公网 · 零成本 · 开机自启）】,https://support.worldquantbrain.com/hc/en-us/community/posts/42740521405463,general,screened,0,True,
|
||||
42738237663639,2026-08-15T00:37:15Z,2026-09-08T03:31:10Z,Claude Code 第三方模型使用搜索的利器——EXA,https://support.worldquantbrain.com/hc/en-us/community/posts/42738237663639,ai,screened,0,True,
|
||||
42721824181271,2026-08-14T14:28:28Z,2026-09-08T10:00:54Z,把 Self-Correlation 搬到本地：用 daily-pnl 精确复现平台口径（实测最大误差 0.00004）,https://support.worldquantbrain.com/hc/en-us/community/posts/42721824181271,portfolio,synthesized,0,True,03-engineering/correlation.md;06-sources/curated.md;08-alpha-optimization/portfolio-and-correlation.md
|
||||
42720875852439,2026-08-14T13:56:37Z,2026-09-10T08:23:10Z,【7月新顾问分享】新人如何从每天0产出到每天稳定产出alpha经验分享,https://support.worldquantbrain.com/hc/en-us/community/posts/42720875852439,lessons,screened,0,True,
|
||||
42714622464407,2026-08-14T06:16:44Z,2026-09-09T14:41:30Z,CNHKMCP QuantFlow 提示词,https://support.worldquantbrain.com/hc/en-us/community/posts/42714622464407,ai,screened,1,True,
|
||||
42691768951447,2026-08-13T14:10:35Z,2026-09-06T10:12:05Z,CLIProxyAPI桌面版，搭配opencode-go，实现与QuantFlow的配合,https://support.worldquantbrain.com/hc/en-us/community/posts/42691768951447,engineering,screened,0,True,
|
||||
42686571665303,2026-08-13T09:20:16Z,2026-09-06T10:12:11Z,【OB】Pi+DSV4F+Extensions让我连续5天交满5个Alpha,https://support.worldquantbrain.com/hc/en-us/community/posts/42686571665303,general,screened,0,True,
|
||||
42662873714711,2026-08-12T13:39:07Z,2026-09-06T10:12:18Z,AI模板库分享,https://support.worldquantbrain.com/hc/en-us/community/posts/42662873714711,ai,screened,0,True,
|
||||
42686571665303,2026-08-13T09:20:16Z,2026-09-09T17:47:20Z,【OB】Pi+DSV4F+Extensions让我连续5天交满5个Alpha,https://support.worldquantbrain.com/hc/en-us/community/posts/42686571665303,general,screened,0,True,
|
||||
42662873714711,2026-08-12T13:39:07Z,2026-09-09T18:59:19Z,AI模板库分享,https://support.worldquantbrain.com/hc/en-us/community/posts/42662873714711,ai,screened,0,True,
|
||||
42587179348119,2026-08-09T13:34:48Z,2026-09-06T10:12:24Z,GBR/DEU新地区不出货？多图解析新地区Alpha首周全球提交现况,https://support.worldquantbrain.com/hc/en-us/community/posts/42587179348119,general,screened,0,True,
|
||||
42585946296855,2026-08-09T11:25:38Z,2026-09-06T10:12:32Z,分享一个连接插件中prodmemo和python的一个小脚本，帮助大家可以将页面上缓存的pc拿到python里用,https://support.worldquantbrain.com/hc/en-us/community/posts/42585946296855,engineering,synthesized,0,True,03-engineering/2026-operating-lessons.md
|
||||
42549574041367,2026-08-07T15:11:16Z,2026-09-06T10:12:41Z,普通 Alpha 到顶级 Alpha 的优化执行手册,https://support.worldquantbrain.com/hc/en-us/community/posts/42549574041367,optimization,synthesized,0,True,08-alpha-optimization/diagnostic-workflow.md
|
||||
42519002511767,2026-08-06T13:40:05Z,2026-09-07T06:45:10Z,【经验分享】Python Alpha 30名心得：从 FastExpr 到 Python，我用 17 个 alpha 趟出来的一条路,https://support.worldquantbrain.com/hc/en-us/community/posts/42519002511767,lessons,synthesized,0,True,00-restart/corrections.md;02-ai-mining/python-alpha.md;06-sources/curated.md
|
||||
42549574041367,2026-08-07T15:11:16Z,2026-09-10T18:55:47Z,普通 Alpha 到顶级 Alpha 的优化执行手册,https://support.worldquantbrain.com/hc/en-us/community/posts/42549574041367,optimization,synthesized,0,True,08-alpha-optimization/diagnostic-workflow.md
|
||||
42519002511767,2026-08-06T13:40:05Z,2026-09-09T17:47:22Z,【经验分享】Python Alpha 30名心得：从 FastExpr 到 Python，我用 17 个 alpha 趟出来的一条路,https://support.worldquantbrain.com/hc/en-us/community/posts/42519002511767,lessons,synthesized,0,True,00-restart/corrections.md;02-ai-mining/python-alpha.md;06-sources/curated.md
|
||||
42513832186263,2026-08-06T08:10:32Z,2026-09-06T10:12:57Z,【7月新顾问分享】从“用户阶段好用”到“顾问阶段跑通”,https://support.worldquantbrain.com/hc/en-us/community/posts/42513832186263,general,screened,0,True,
|
||||
42513455206423,2026-08-06T07:24:54Z,2026-09-06T10:13:04Z,【7月新顾问分享】从盲目试错到建立可复盘的 Alpha ai研究流程。 随着大模型的增强，我个人认为skill是无用之举，并且会限制你的ai去挖掘更多方向,https://support.worldquantbrain.com/hc/en-us/community/posts/42513455206423,lessons,synthesized,0,True,02-ai-mining/research-workflow.md;06-sources/curated.md
|
||||
42509573118999,2026-08-06T01:10:42Z,2026-09-06T10:13:17Z,"AI: GLB analyst16 -- 从""潜力 Alpha""到""成功 Alpha""：一次成功挖掘regular alpha的复盘",https://support.worldquantbrain.com/hc/en-us/community/posts/42509573118999,lessons,screened,7,True,
|
||||
42487308197783,2026-08-05T12:29:10Z,2026-09-07T07:25:25Z,TRAE 自动化定时任务 + 电脑控制：让 AI的Alpha 优化永不卡死，全程零人工盯屏,https://support.worldquantbrain.com/hc/en-us/community/posts/42487308197783,optimization,screened,0,True,
|
||||
42460800447895,2026-08-04T14:16:29Z,2026-09-06T10:13:28Z,关于华子哥插件显示数据集表现的方法,https://support.worldquantbrain.com/hc/en-us/community/posts/42460800447895,data,screened,0,True,
|
||||
42455010729367,2026-08-04T09:08:28Z,2026-09-06T10:13:38Z,【经验分享】省钱！！Context 与 Token 极致瘦身的 3 大技巧,https://support.worldquantbrain.com/hc/en-us/community/posts/42455010729367,lessons,screened,0,True,
|
||||
42425230653719,2026-08-03T11:12:47Z,2026-09-06T10:13:44Z,【资源分享】基于腾讯IMA的 WorldQuant BRAIN 论坛高价值(GM)经验总结知识库,https://support.worldquantbrain.com/hc/en-us/community/posts/42425230653719,lessons,screened,1,True,
|
||||
42423993843735,2026-08-03T09:16:29Z,2026-09-06T15:03:55Z,【2026.08月活动】给回测服务器上点压力！提升回测数量是提交alpha的前提,https://support.worldquantbrain.com/hc/en-us/community/posts/42423993843735,events,screened,10,True,
|
||||
42423399281815,2026-08-03T08:06:20Z,2026-09-06T10:14:03Z,【经验分享】：弱推理模型提示词工程思路,https://support.worldquantbrain.com/hc/en-us/community/posts/42423399281815,lessons,screened,0,True,
|
||||
42407253630359,2026-08-02T06:45:01Z,2026-09-06T10:14:10Z,【Tie breaker criteria篇】一文告诉你如何GOLD直通Grandmaster！（下篇）,https://support.worldquantbrain.com/hc/en-us/community/posts/42407253630359,general,screened,10,True,
|
||||
42406158561943,2026-08-02T04:01:39Z,2026-09-06T10:14:21Z,【工程优化】Agent 挖 Alpha 时 Token 黑洞：raw 留磁盘，对话只读 decision,https://support.worldquantbrain.com/hc/en-us/community/posts/42406158561943,optimization,synthesized,7,True,02-ai-mining/research-workflow.md;03-engineering/architecture.md;06-sources/curated.md
|
||||
42403326870423,2026-08-01T23:06:55Z,2026-08-31T04:35:05Z,【工作流分享】我用reasonix 以正式版deepseek4flash 13小时花费3.5rmb 挖到一个美国因子,https://support.worldquantbrain.com/hc/en-us/community/posts/42403326870423,ai,screened,7,True,
|
||||
42359440646551,2026-07-31T02:03:08Z,2026-08-31T02:54:25Z,"使用tail(group_zscore(x,industry), lower=-1.1, upper=1.1, newval=0)有效降低PC",https://support.worldquantbrain.com/hc/en-us/community/posts/42359440646551,ai,screened,11,True,
|
||||
42304810788375,2026-07-29T07:28:45Z,2026-09-06T13:09:26Z,【Quant101】工具开源：FastPlus —— 大模型友好的本地 Fast Expression 解析器,https://support.worldquantbrain.com/hc/en-us/community/posts/42304810788375,ai,screened,2,True,
|
||||
42513455206423,2026-08-06T07:24:54Z,2026-09-08T01:17:09Z,【7月新顾问分享】从盲目试错到建立可复盘的 Alpha ai研究流程。 随着大模型的增强，我个人认为skill是无用之举，并且会限制你的ai去挖掘更多方向,https://support.worldquantbrain.com/hc/en-us/community/posts/42513455206423,lessons,synthesized,0,True,02-ai-mining/research-workflow.md;06-sources/curated.md
|
||||
42509573118999,2026-08-06T01:10:42Z,2026-09-09T01:48:44Z,"AI: GLB analyst16 -- 从""潜力 Alpha""到""成功 Alpha""：一次成功挖掘regular alpha的复盘",https://support.worldquantbrain.com/hc/en-us/community/posts/42509573118999,lessons,screened,7,True,
|
||||
42487308197783,2026-08-05T12:29:10Z,2026-09-09T01:48:43Z,TRAE 自动化定时任务 + 电脑控制：让 AI的Alpha 优化永不卡死，全程零人工盯屏,https://support.worldquantbrain.com/hc/en-us/community/posts/42487308197783,optimization,screened,0,True,
|
||||
42460800447895,2026-08-04T14:16:29Z,2026-09-09T01:48:41Z,关于华子哥插件显示数据集表现的方法,https://support.worldquantbrain.com/hc/en-us/community/posts/42460800447895,data,screened,0,True,
|
||||
42455010729367,2026-08-04T09:08:28Z,2026-09-08T04:37:34Z,【经验分享】省钱！！Context 与 Token 极致瘦身的 3 大技巧,https://support.worldquantbrain.com/hc/en-us/community/posts/42455010729367,lessons,screened,0,True,
|
||||
42425230653719,2026-08-03T11:12:47Z,2026-09-09T08:57:13Z,【资源分享】基于腾讯IMA的 WorldQuant BRAIN 论坛高价值(GM)经验总结知识库,https://support.worldquantbrain.com/hc/en-us/community/posts/42425230653719,lessons,screened,1,True,
|
||||
42423993843735,2026-08-03T09:16:29Z,2026-09-09T06:13:30Z,【2026.08月活动】给回测服务器上点压力！提升回测数量是提交alpha的前提,https://support.worldquantbrain.com/hc/en-us/community/posts/42423993843735,events,screened,10,True,
|
||||
42423399281815,2026-08-03T08:06:20Z,2026-09-09T12:13:16Z,【经验分享】：弱推理模型提示词工程思路,https://support.worldquantbrain.com/hc/en-us/community/posts/42423399281815,lessons,screened,0,True,
|
||||
42407253630359,2026-08-02T06:45:01Z,2026-09-09T11:47:39Z,【Tie breaker criteria篇】一文告诉你如何GOLD直通Grandmaster！（下篇）,https://support.worldquantbrain.com/hc/en-us/community/posts/42407253630359,general,screened,10,True,
|
||||
42406158561943,2026-08-02T04:01:39Z,2026-09-09T06:25:32Z,【工程优化】Agent 挖 Alpha 时 Token 黑洞：raw 留磁盘，对话只读 decision,https://support.worldquantbrain.com/hc/en-us/community/posts/42406158561943,optimization,synthesized,7,True,02-ai-mining/research-workflow.md;03-engineering/architecture.md;06-sources/curated.md
|
||||
42403326870423,2026-08-01T23:06:55Z,2026-09-09T06:25:51Z,【工作流分享】我用reasonix 以正式版deepseek4flash 13小时花费3.5rmb 挖到一个美国因子,https://support.worldquantbrain.com/hc/en-us/community/posts/42403326870423,ai,screened,7,True,
|
||||
42359440646551,2026-07-31T02:03:08Z,2026-09-10T08:54:18Z,"使用tail(group_zscore(x,industry), lower=-1.1, upper=1.1, newval=0)有效降低PC",https://support.worldquantbrain.com/hc/en-us/community/posts/42359440646551,ai,screened,11,True,
|
||||
42304810788375,2026-07-29T07:28:45Z,2026-09-09T06:26:21Z,【Quant101】工具开源：FastPlus —— 大模型友好的本地 Fast Expression 解析器,https://support.worldquantbrain.com/hc/en-us/community/posts/42304810788375,ai,screened,2,True,
|
||||
42304698341399,2026-07-29T07:08:46Z,2026-09-06T06:42:12Z,新顾问专属｜GAC 2026火热进行中，8月9日前所有GLB D1 Pure PowerPool Alpha均可参赛！,https://support.worldquantbrain.com/hc/en-us/community/posts/42304698341399,general,screened,4,True,
|
||||
42302637812503,2026-07-29T03:17:49Z,2026-09-07T07:46:17Z,📢 BRAIN 中国区意见与建议留言墙,https://support.worldquantbrain.com/hc/en-us/community/posts/42302637812503,ai,screened,102,True,
|
||||
42302363145879,2026-07-29T03:00:25Z,2026-09-04T08:52:16Z,【龙虎榜·卷三】Combine新章鸣锣，VF季榜神州十八骑绝尘，榜更迟来群雄逐鹿，新赛季首更谁立潮头？,https://support.worldquantbrain.com/hc/en-us/community/posts/42302363145879,lessons,screened,1,True,
|
||||
42274443124119,2026-07-28T04:37:43Z,2026-09-06T14:58:44Z,【工作流分享】我把整套 BRAIN 挖矿流程写成了 5 个 Agent Skill（含使用教程 + 真实实验记录 + 全套文件打包下载）,https://support.worldquantbrain.com/hc/en-us/community/posts/42274443124119,ai,synthesized,48,True,02-ai-mining/2026-methods-and-failures.md;02-ai-mining/five-agent-skills-review.md;02-ai-mining/research-workflow.md;06-sources/curated.md
|
||||
42259186135831,2026-07-27T17:54:46Z,2026-09-04T08:53:44Z,【2个月提交220个RA经验分享】跨地区通用规律：哪些经验换个 Region 还能用？,https://support.worldquantbrain.com/hc/en-us/community/posts/42259186135831,lessons,synthesized,9,True,08-alpha-optimization/diagnostic-workflow.md;09-experience-lessons/failure-casebook.md
|
||||
42258807786391,2026-07-27T17:43:50Z,2026-09-07T07:40:24Z,【2个月提交220个RA经验分享】ASI 从论坛知识到实战验证：SLOW 中性化是王道,https://support.worldquantbrain.com/hc/en-us/community/posts/42258807786391,lessons,synthesized,6,True,09-experience-lessons/failure-casebook.md
|
||||
42216209199255,2026-07-25T09:32:43Z,2026-09-04T08:56:59Z,【经验分享】Comb-3+靠 os Comb 从Gold到Master的一些总结,https://support.worldquantbrain.com/hc/en-us/community/posts/42216209199255,lessons,screened,3,True,
|
||||
42215740602135,2026-07-25T08:45:29Z,2026-09-04T14:46:10Z,快给你们的帖子化妆吧！一套实测可用的 HTML 排版组件,https://support.worldquantbrain.com/hc/en-us/community/posts/42215740602135,general,screened,2,True,
|
||||
42215210781719,2026-07-25T07:43:59Z,2026-09-06T15:07:50Z,成为 Grandmaster 后，我复盘了 Q2 的 224 个 Alpha：相比过去，哪些真的改变了？,https://support.worldquantbrain.com/hc/en-us/community/posts/42215210781719,lessons,screened,17,True,
|
||||
42211897526295,2026-07-25T02:29:49Z,2026-09-05T00:55:49Z,【SPC深度实战】从数据源到信号衰减——Systematic Predictions Challenge 排名优化的完整框架,https://support.worldquantbrain.com/hc/en-us/community/posts/42211897526295,optimization,screened,0,True,
|
||||
42187906212247,2026-07-24T08:28:52Z,2026-09-04T09:01:52Z,冷门数据集分享【earnings】,https://support.worldquantbrain.com/hc/en-us/community/posts/42187906212247,data,synthesized,7,True,01-alpha-ideas/data-template-cards.md;01-alpha-ideas/relationship-and-extension-cards.md;06-sources/curated.md;07-professional-knowledge/data-and-signal-semantics.md
|
||||
42187744015767,2026-07-24T08:12:51Z,2026-08-31T04:09:35Z,使用rank_by_side改善2year_sharpe/ladder_sharpe,https://support.worldquantbrain.com/hc/en-us/community/posts/42187744015767,optimization,synthesized,11,True,08-alpha-optimization/diagnostic-workflow.md
|
||||
42185098677399,2026-07-24T02:58:26Z,2026-09-05T07:49:49Z,分享自己写的超多功能的客户端(效率神器),https://support.worldquantbrain.com/hc/en-us/community/posts/42185098677399,general,screened,7,True,
|
||||
42302637812503,2026-07-29T03:17:49Z,2026-09-10T16:42:52Z,📢 BRAIN 中国区意见与建议留言墙,https://support.worldquantbrain.com/hc/en-us/community/posts/42302637812503,ai,screened,102,True,
|
||||
42302363145879,2026-07-29T03:00:25Z,2026-09-08T03:31:25Z,【龙虎榜·卷三】Combine新章鸣锣，VF季榜神州十八骑绝尘，榜更迟来群雄逐鹿，新赛季首更谁立潮头？,https://support.worldquantbrain.com/hc/en-us/community/posts/42302363145879,lessons,screened,1,True,
|
||||
42274443124119,2026-07-28T04:37:43Z,2026-09-09T13:20:37Z,【工作流分享】我把整套 BRAIN 挖矿流程写成了 5 个 Agent Skill（含使用教程 + 真实实验记录 + 全套文件打包下载）,https://support.worldquantbrain.com/hc/en-us/community/posts/42274443124119,ai,synthesized,48,True,02-ai-mining/2026-methods-and-failures.md;02-ai-mining/five-agent-skills-review.md;02-ai-mining/research-workflow.md;06-sources/curated.md
|
||||
42259186135831,2026-07-27T17:54:46Z,2026-09-10T01:49:28Z,【2个月提交220个RA经验分享】跨地区通用规律：哪些经验换个 Region 还能用？,https://support.worldquantbrain.com/hc/en-us/community/posts/42259186135831,lessons,synthesized,9,True,08-alpha-optimization/diagnostic-workflow.md;09-experience-lessons/failure-casebook.md
|
||||
42258807786391,2026-07-27T17:43:50Z,2026-09-09T08:41:14Z,【2个月提交220个RA经验分享】ASI 从论坛知识到实战验证：SLOW 中性化是王道,https://support.worldquantbrain.com/hc/en-us/community/posts/42258807786391,lessons,synthesized,6,True,09-experience-lessons/failure-casebook.md
|
||||
42216209199255,2026-07-25T09:32:43Z,2026-09-10T06:50:36Z,【经验分享】Comb-3+靠 os Comb 从Gold到Master的一些总结,https://support.worldquantbrain.com/hc/en-us/community/posts/42216209199255,lessons,screened,3,True,
|
||||
42215740602135,2026-07-25T08:45:29Z,2026-09-10T06:50:50Z,快给你们的帖子化妆吧！一套实测可用的 HTML 排版组件,https://support.worldquantbrain.com/hc/en-us/community/posts/42215740602135,general,screened,2,True,
|
||||
42215210781719,2026-07-25T07:43:59Z,2026-09-09T07:41:54Z,成为 Grandmaster 后，我复盘了 Q2 的 224 个 Alpha：相比过去，哪些真的改变了？,https://support.worldquantbrain.com/hc/en-us/community/posts/42215210781719,lessons,screened,17,True,
|
||||
42211897526295,2026-07-25T02:29:49Z,2026-09-10T06:51:46Z,【SPC深度实战】从数据源到信号衰减——Systematic Predictions Challenge 排名优化的完整框架,https://support.worldquantbrain.com/hc/en-us/community/posts/42211897526295,optimization,screened,0,True,
|
||||
42187906212247,2026-07-24T08:28:52Z,2026-09-10T06:52:43Z,冷门数据集分享【earnings】,https://support.worldquantbrain.com/hc/en-us/community/posts/42187906212247,data,synthesized,7,True,01-alpha-ideas/data-template-cards.md;01-alpha-ideas/relationship-and-extension-cards.md;06-sources/curated.md;07-professional-knowledge/data-and-signal-semantics.md
|
||||
42187744015767,2026-07-24T08:12:51Z,2026-09-09T08:44:35Z,使用rank_by_side改善2year_sharpe/ladder_sharpe,https://support.worldquantbrain.com/hc/en-us/community/posts/42187744015767,optimization,synthesized,11,True,08-alpha-optimization/diagnostic-workflow.md
|
||||
42185098677399,2026-07-24T02:58:26Z,2026-09-09T09:48:42Z,分享自己写的超多功能的客户端(效率神器),https://support.worldquantbrain.com/hc/en-us/community/posts/42185098677399,general,screened,7,True,
|
||||
42184733027991,2026-07-24T02:18:40Z,2026-09-06T03:36:50Z,浅谈我的一二三阶开发流程----记7.23日新人答疑课,https://support.worldquantbrain.com/hc/en-us/community/posts/42184733027991,general,synthesized,6,True,02-ai-mining/research-workflow.md;06-sources/curated.md
|
||||
42161798745879,2026-07-23T09:22:01Z,2026-09-06T11:31:07Z,从新手到GM顾问：我的Alpha挖掘系统化方法论分享,https://support.worldquantbrain.com/hc/en-us/community/posts/42161798745879,general,screened,7,True,
|
||||
42161798745879,2026-07-23T09:22:01Z,2026-09-09T17:47:26Z,从新手到GM顾问：我的Alpha挖掘系统化方法论分享,https://support.worldquantbrain.com/hc/en-us/community/posts/42161798745879,general,screened,7,True,
|
||||
42160945573271,2026-07-23T07:42:15Z,2026-09-06T06:42:27Z,用Python alpha 剔除/保留特定国家/行业进行回测的初步尝试,https://support.worldquantbrain.com/hc/en-us/community/posts/42160945573271,engineering,screened,7,True,
|
||||
42160836246039,2026-07-23T07:26:46Z,2026-09-05T00:26:28Z,GOLD→MASTER→GM，VF0.96，我的11月至6月总结。,https://support.worldquantbrain.com/hc/en-us/community/posts/42160836246039,lessons,screened,6,True,
|
||||
42160653418647,2026-07-23T07:06:37Z,2026-09-06T06:42:27Z,通过Labs查看group类型字段的字符串与对应数字id的方法(附部分对应表格),https://support.worldquantbrain.com/hc/en-us/community/posts/42160653418647,data,synthesized,0,True,07-professional-knowledge/data-and-signal-semantics.md
|
||||
42078917602455,2026-07-20T10:08:29Z,2026-08-29T02:50:51Z,【Quant101】AI因子挖掘实战：零成本用AI挖掘一个 High Turnover PPA,https://support.worldquantbrain.com/hc/en-us/community/posts/42078917602455,optimization,screened,16,True,
|
||||
42078917602455,2026-07-20T10:08:29Z,2026-09-09T06:26:21Z,【Quant101】AI因子挖掘实战：零成本用AI挖掘一个 High Turnover PPA,https://support.worldquantbrain.com/hc/en-us/community/posts/42078917602455,optimization,screened,16,True,
|
||||
42078729821591,2026-07-20T09:49:27Z,2026-09-05T00:25:15Z,【字段处理】nan 不是一种：断粮型该填、真缺型别填（GLB/MINVOL1M & IND/TOP500/D1）,https://support.worldquantbrain.com/hc/en-us/community/posts/42078729821591,data,synthesized,9,True,07-professional-knowledge/data-and-signal-semantics.md
|
||||
42065802192023,2026-07-19T12:27:25Z,2026-08-29T02:53:46Z,[Token王] 2026Q2 全球六维数据分析,https://support.worldquantbrain.com/hc/en-us/community/posts/42065802192023,general,screened,7,True,
|
||||
42065802192023,2026-07-19T12:27:25Z,2026-09-09T06:47:49Z,[Token王] 2026Q2 全球六维数据分析,https://support.worldquantbrain.com/hc/en-us/community/posts/42065802192023,general,screened,7,True,
|
||||
42065262268567,2026-07-19T11:29:39Z,2026-09-05T00:25:15Z,【换手治理】低换手≠稳健：turnover 的三个隐形侵蚀点，和 trade_when 别用反了（USA/TOP3000/D1）,https://support.worldquantbrain.com/hc/en-us/community/posts/42065262268567,optimization,synthesized,3,True,08-alpha-optimization/diagnostic-workflow.md
|
||||
42064574062359,2026-07-19T10:02:02Z,2026-08-29T02:56:24Z,最近跑 alpha 后沉淀的几个少踩坑经验,https://support.worldquantbrain.com/hc/en-us/community/posts/42064574062359,lessons,screened,2,True,
|
||||
42064544905495,2026-07-19T09:53:45Z,2026-08-29T02:58:20Z,最近跑 alpha 后沉淀的几个少踩坑经验,https://support.worldquantbrain.com/hc/en-us/community/posts/42064544905495,lessons,screened,3,True,
|
||||
42062231758103,2026-07-19T03:51:11Z,2026-08-29T02:59:29Z,【GLB】冷门数据集分享,https://support.worldquantbrain.com/hc/en-us/community/posts/42062231758103,data,synthesized,6,True,07-professional-knowledge/data-and-signal-semantics.md
|
||||
42062231758103,2026-07-19T03:51:11Z,2026-09-10T06:52:45Z,【GLB】冷门数据集分享,https://support.worldquantbrain.com/hc/en-us/community/posts/42062231758103,data,synthesized,6,True,07-professional-knowledge/data-and-signal-semantics.md
|
||||
42061123738903,2026-07-19T01:29:50Z,2026-09-06T06:42:28Z,Python alpha官方webinar视频代码补档：ACO + Online alphas,https://support.worldquantbrain.com/hc/en-us/community/posts/42061123738903,engineering,screened,4,True,
|
||||
42060935441943,2026-07-19T01:05:26Z,2026-09-06T06:42:28Z,官方webinar不分享源代码？用skill一键完整提取视频中的代码,https://support.worldquantbrain.com/hc/en-us/community/posts/42060935441943,ai,screened,1,True,
|
||||
42047259261335,2026-07-18T04:01:02Z,2026-09-05T00:25:15Z,从 Fast 翻译到 Python Alpha 别急着炫技：截面/时序错位是头号杀手，事件漂移和中性化层级是隐形雷,https://support.worldquantbrain.com/hc/en-us/community/posts/42047259261335,optimization,synthesized,2,True,02-ai-mining/python-alpha.md;06-sources/curated.md
|
||||
42045578950551,2026-07-18T01:16:32Z,2026-09-07T06:45:10Z,【经验分享】从Gold到Master：一个普通顾问的升级之路,https://support.worldquantbrain.com/hc/en-us/community/posts/42045578950551,lessons,screened,4,True,
|
||||
42045578950551,2026-07-18T01:16:32Z,2026-09-07T14:05:02Z,【经验分享】从Gold到Master：一个普通顾问的升级之路,https://support.worldquantbrain.com/hc/en-us/community/posts/42045578950551,lessons,screened,4,True,
|
||||
42044407938839,2026-07-17T23:55:28Z,2026-08-29T03:05:13Z,在回测页面新窗口打开Alpha 详情页和在详情页便携复制信息的油猴脚本,https://support.worldquantbrain.com/hc/en-us/community/posts/42044407938839,engineering,screened,0,True,
|
||||
42029118285847,2026-07-17T14:49:02Z,2026-09-05T00:25:16Z,rank / zscore / group_rank 别乱用：中性化前这一步，决定你 OS 稳不稳,https://support.worldquantbrain.com/hc/en-us/community/posts/42029118285847,optimization,screened,4,True,
|
||||
42022555985047,2026-07-17T08:57:03Z,2026-09-04T16:04:05Z,【SPC宝可梦】收集多位投资大师Promot,https://support.worldquantbrain.com/hc/en-us/community/posts/42022555985047,general,screened,0,True,
|
||||
42022555985047,2026-07-17T08:57:03Z,2026-09-10T15:03:11Z,【SPC宝可梦】收集多位投资大师Promot,https://support.worldquantbrain.com/hc/en-us/community/posts/42022555985047,general,screened,0,True,
|
||||
42021722069143,2026-07-17T07:32:26Z,2026-09-05T00:27:21Z,【工具优化】回测页面中Alpha详情的跳转按钮没了？插件来实现！,https://support.worldquantbrain.com/hc/en-us/community/posts/42021722069143,optimization,screened,1,True,
|
||||
42021244122775,2026-07-17T06:37:04Z,2026-09-04T18:00:25Z,SPC 竞赛 Prompt 生成完整指南,https://support.worldquantbrain.com/hc/en-us/community/posts/42021244122775,general,screened,1,True,
|
||||
42020342676759,2026-07-17T04:56:47Z,2026-09-04T15:52:25Z,【代码分享】免费获取SPC比赛所需ID数据,https://support.worldquantbrain.com/hc/en-us/community/posts/42020342676759,engineering,screened,1,True,
|
||||
42021244122775,2026-07-17T06:37:04Z,2026-09-09T08:57:55Z,SPC 竞赛 Prompt 生成完整指南,https://support.worldquantbrain.com/hc/en-us/community/posts/42021244122775,general,screened,1,True,
|
||||
42020342676759,2026-07-17T04:56:47Z,2026-09-10T03:43:10Z,【代码分享】免费获取SPC比赛所需ID数据,https://support.worldquantbrain.com/hc/en-us/community/posts/42020342676759,engineering,screened,1,True,
|
||||
42019924663319,2026-07-17T04:09:47Z,2026-08-29T03:11:38Z,这次升级，让我非常的意外！,https://support.worldquantbrain.com/hc/en-us/community/posts/42019924663319,general,screened,0,True,
|
||||
42019332809111,2026-07-17T03:11:51Z,2026-08-29T03:13:14Z,【新手顾问经验分享】从“随机试因子”到“研究生产系统”：一套面向 RA 与 PPA 的 Alpha 研究框架,https://support.worldquantbrain.com/hc/en-us/community/posts/42019332809111,lessons,screened,2,True,
|
||||
42019010387479,2026-07-17T02:43:30Z,2026-08-29T03:14:30Z,"【踩坑记录】Python Alpha 开发中容易触发的 5 个""隐藏规则""",https://support.worldquantbrain.com/hc/en-us/community/posts/42019010387479,lessons,screened,0,True,
|
||||
42018671130391,2026-07-17T02:14:19Z,2026-09-06T12:24:05Z,【经验分享】Alpha 过拟合的早期信号与应对策略,https://support.worldquantbrain.com/hc/en-us/community/posts/42018671130391,lessons,synthesized,2,True,09-experience-lessons/failure-casebook.md
|
||||
42019010387479,2026-07-17T02:43:30Z,2026-09-10T06:51:47Z,"【踩坑记录】Python Alpha 开发中容易触发的 5 个""隐藏规则""",https://support.worldquantbrain.com/hc/en-us/community/posts/42019010387479,lessons,screened,0,True,
|
||||
42018671130391,2026-07-17T02:14:19Z,2026-09-10T10:15:15Z,【经验分享】Alpha 过拟合的早期信号与应对策略,https://support.worldquantbrain.com/hc/en-us/community/posts/42018671130391,lessons,synthesized,2,True,09-experience-lessons/failure-casebook.md
|
||||
42015743397655,2026-07-16T23:02:32Z,2026-08-29T03:16:35Z,Prompt 竞赛指南,https://support.worldquantbrain.com/hc/en-us/community/posts/42015743397655,general,screened,0,True,
|
||||
42007074836247,2026-07-16T17:36:24Z,2026-09-02T11:38:05Z,Power Pool Competition拿奖就像开盲盒？USA D1 Fast Dataset Power Pool拿到第二名的分析与思考,https://support.worldquantbrain.com/hc/en-us/community/posts/42007074836247,events,synthesized,0,True,09-experience-lessons/competition-evidence.md
|
||||
41995684431767,2026-07-16T09:16:12Z,2026-09-05T00:25:16Z,Python alpha 里 np.nan_to_num 填 0 是在造伪信号：缺失值这么补才不坑,https://support.worldquantbrain.com/hc/en-us/community/posts/41995684431767,engineering,screened,0,True,
|
||||
@@ -107,56 +113,56 @@ post_id,created_at,updated_at,title,url,group_heuristic,review_status,comments_r
|
||||
41939959839895,2026-07-14T09:52:26Z,2026-09-05T00:25:17Z,"trade_when真不是装饰：把""只在某类行情里灵""的脆弱信号，用条件收住",https://support.worldquantbrain.com/hc/en-us/community/posts/41939959839895,optimization,screened,0,True,
|
||||
41937689411479,2026-07-14T05:39:35Z,2026-08-29T05:37:54Z,【GLB/D1 PPAC复盘】第一次拿到PPAC第24名的复盘,https://support.worldquantbrain.com/hc/en-us/community/posts/41937689411479,lessons,screened,0,True,
|
||||
41909117583383,2026-07-13T07:41:26Z,2026-09-05T00:29:20Z,【差生文具多】WQ助手1.03版本(安卓版本),https://support.worldquantbrain.com/hc/en-us/community/posts/41909117583383,general,screened,5,True,
|
||||
41908323673111,2026-07-13T06:19:18Z,2026-09-05T00:25:18Z,字段堆越多alpha越牛？我替你们试过了，真不是这么回事,https://support.worldquantbrain.com/hc/en-us/community/posts/41908323673111,data,synthesized,2,True,07-professional-knowledge/data-and-signal-semantics.md
|
||||
41908323673111,2026-07-13T06:19:18Z,2026-09-09T08:48:36Z,字段堆越多alpha越牛？我替你们试过了，真不是这么回事,https://support.worldquantbrain.com/hc/en-us/community/posts/41908323673111,data,synthesized,2,True,07-professional-knowledge/data-and-signal-semantics.md
|
||||
41903649174807,2026-07-12T22:22:13Z,2026-08-29T05:41:31Z,【新人笔记】Pairwise Correlation：提交前先想清楚提交顺序,https://support.worldquantbrain.com/hc/en-us/community/posts/41903649174807,portfolio,synthesized,2,True,08-alpha-optimization/diagnostic-workflow.md
|
||||
41898564566167,2026-07-12T15:18:27Z,2026-08-31T05:13:16Z,新人半年一个季度一次跳跃：gold->expert->master,https://support.worldquantbrain.com/hc/en-us/community/posts/41898564566167,general,screened,1,True,
|
||||
41898564566167,2026-07-12T15:18:27Z,2026-09-09T02:34:11Z,新人半年一个季度一次跳跃：gold->expert->master,https://support.worldquantbrain.com/hc/en-us/community/posts/41898564566167,general,screened,1,True,
|
||||
41898002651287,2026-07-12T14:31:29Z,2026-08-29T05:43:36Z,【经验分享】VF0.37->0.95->0.97！我的方法论和工作流都在这了,https://support.worldquantbrain.com/hc/en-us/community/posts/41898002651287,lessons,screened,3,True,
|
||||
41897133795479,2026-07-12T13:05:00Z,2026-09-05T00:25:18Z,一个表达式IS很漂亮，提交半年后突然拉胯？我踩过的时间维度坑,https://support.worldquantbrain.com/hc/en-us/community/posts/41897133795479,general,screened,0,True,
|
||||
41895342323095,2026-07-12T09:23:12Z,2026-09-04T03:32:01Z,【新顾问友好】【工具分享】挖出来因子不知道哪个值得交？来看看！含webui界面的alpha后向筛选工具（开源）,https://support.worldquantbrain.com/hc/en-us/community/posts/41895342323095,engineering,screened,0,True,
|
||||
41895342323095,2026-07-12T09:23:12Z,2026-09-10T16:29:16Z,【新顾问友好】【工具分享】挖出来因子不知道哪个值得交？来看看！含webui界面的alpha后向筛选工具（开源）,https://support.worldquantbrain.com/hc/en-us/community/posts/41895342323095,engineering,screened,0,True,
|
||||
41881412101399,2026-07-11T11:29:02Z,2026-09-05T00:25:19Z,【细节坑】中性化顺序不是随便排的：先 industry 还是先 group，结果差很多,https://support.worldquantbrain.com/hc/en-us/community/posts/41881412101399,optimization,screened,2,True,
|
||||
41880799695127,2026-07-11T10:14:17Z,2026-09-07T08:12:29Z,[代码优化]ProdMemo v2.0：在浏览器本地计算 Self Corr,https://support.worldquantbrain.com/hc/en-us/community/posts/41880799695127,optimization,screened,2,True,
|
||||
41878175264663,2026-07-11T04:13:48Z,2026-08-29T05:49:19Z,【python alpha】IND区域 Python Alpha 优化经验分享,https://support.worldquantbrain.com/hc/en-us/community/posts/41878175264663,lessons,screened,1,True,
|
||||
41877985926423,2026-07-11T03:58:23Z,2026-09-05T00:26:28Z,token太贵怎么办， GLM-5.2 免费了,https://support.worldquantbrain.com/hc/en-us/community/posts/41877985926423,events,screened,3,True,
|
||||
41877348653335,2026-07-11T02:49:35Z,2026-07-29T16:03:59Z,【经验分享】SUPER Alpha 组合表达式（Combination）的多时间尺度融合 — combo_a 与风险调整权重,https://support.worldquantbrain.com/hc/en-us/community/posts/41877348653335,lessons,screened,1,True,
|
||||
41877348653335,2026-07-11T02:49:35Z,2026-09-10T06:51:48Z,【经验分享】SUPER Alpha 组合表达式（Combination）的多时间尺度融合 — combo_a 与风险调整权重,https://support.worldquantbrain.com/hc/en-us/community/posts/41877348653335,lessons,screened,1,True,
|
||||
41860731598487,2026-07-10T15:11:51Z,2026-08-31T02:33:15Z,[代码分享] BRAIN Alpha 批量提交工具 — PPA 备注自动管理 + 429 自适应退避,https://support.worldquantbrain.com/hc/en-us/community/posts/41860731598487,ai,screened,0,True,
|
||||
41856507417623,2026-07-10T12:39:26Z,2026-09-03T04:52:58Z,从「 IDE的MCP挨个手动重启」到「一次配置，全部打通」：我的 BRAIN MCP 桥接架构分享,https://support.worldquantbrain.com/hc/en-us/community/posts/41856507417623,ai,synthesized,0,True,03-engineering/architecture.md;06-sources/curated.md
|
||||
41854026316055,2026-07-10T09:39:49Z,2026-09-05T00:25:19Z,【验证纪律】同一表达式跨 universe 跑：region regime 错配导致的指标分裂,https://support.worldquantbrain.com/hc/en-us/community/posts/41854026316055,general,synthesized,0,True,08-alpha-optimization/diagnostic-workflow.md
|
||||
41853221944727,2026-07-10T08:07:46Z,2026-08-29T08:45:38Z,【AI打工人】0基础新手指南。我们安装的Skill和MCP到底有什么，怎么用？,https://support.worldquantbrain.com/hc/en-us/community/posts/41853221944727,ai,screened,0,True,
|
||||
41849925214231,2026-07-10T02:03:06Z,2026-08-15T13:56:06Z,降低【turnover】的几种方法对比分析,https://support.worldquantbrain.com/hc/en-us/community/posts/41849925214231,optimization,synthesized,0,True,08-alpha-optimization/diagnostic-workflow.md
|
||||
41849925214231,2026-07-10T02:03:06Z,2026-09-10T06:52:46Z,降低【turnover】的几种方法对比分析,https://support.worldquantbrain.com/hc/en-us/community/posts/41849925214231,optimization,synthesized,0,True,08-alpha-optimization/diagnostic-workflow.md
|
||||
41843067537431,2026-07-09T20:57:11Z,2026-07-24T07:03:13Z,Power Pool Competition拿奖就像开盲盒？USA D1 Fast Dataset Power Pool拿到第二名的分析与思考,https://support.worldquantbrain.com/hc/en-us/community/posts/41843067537431,events,synthesized,0,True,09-experience-lessons/competition-evidence.md
|
||||
41830530812823,2026-07-09T14:35:37Z,2026-08-23T12:35:16Z,新手顾问Combined Selected Alpha Performance第一次更新冲上5.1,https://support.worldquantbrain.com/hc/en-us/community/posts/41830530812823,portfolio,screened,1,True,
|
||||
41825836449047,2026-07-09T11:08:53Z,2026-09-05T04:13:14Z,【大角羊】一分钟掌握参加SPC 2026要点！,https://support.worldquantbrain.com/hc/en-us/community/posts/41825836449047,general,screened,0,True,
|
||||
41825836449047,2026-07-09T11:08:53Z,2026-09-08T13:50:21Z,【大角羊】一分钟掌握参加SPC 2026要点！,https://support.worldquantbrain.com/hc/en-us/community/posts/41825836449047,general,screened,0,True,
|
||||
41804720051607,2026-07-08T15:47:44Z,2026-07-30T16:04:33Z,cnhkmcp 使用时经常需要重启和使用create_multi_simulation超时的问题,https://support.worldquantbrain.com/hc/en-us/community/posts/41804720051607,ai,screened,0,True,
|
||||
41801462727191,2026-07-08T14:19:05Z,2026-08-29T06:03:12Z,【SPC 2026】一文看懂 Systematic Prediction Challenge，写提示词就能参加！,https://support.worldquantbrain.com/hc/en-us/community/posts/41801462727191,ai,synthesized,0,True,04-platform/spc.md;06-sources/curated.md
|
||||
41801462727191,2026-07-08T14:19:05Z,2026-09-10T06:50:51Z,【SPC 2026】一文看懂 Systematic Prediction Challenge，写提示词就能参加！,https://support.worldquantbrain.com/hc/en-us/community/posts/41801462727191,ai,synthesized,0,True,04-platform/spc.md;06-sources/curated.md
|
||||
41796491619351,2026-07-08T10:32:54Z,2026-09-06T06:42:29Z,多图解析GLB最新3x High Turnover Theme国区提交现况,https://support.worldquantbrain.com/hc/en-us/community/posts/41796491619351,optimization,screened,2,True,
|
||||
41771840601495,2026-07-07T14:25:07Z,2026-09-02T09:37:35Z,【Super Alpha Combo 灵感】分享几个有意思的 Combo 表达式：获得更多三五！,https://support.worldquantbrain.com/hc/en-us/community/posts/41771840601495,ideas,screened,0,True,
|
||||
41771840601495,2026-07-07T14:25:07Z,2026-09-10T06:50:53Z,【Super Alpha Combo 灵感】分享几个有意思的 Combo 表达式：获得更多三五！,https://support.worldquantbrain.com/hc/en-us/community/posts/41771840601495,ideas,screened,0,True,
|
||||
41735891987479,2026-07-06T09:42:06Z,2026-09-05T00:25:19Z,废因子的二次利用：用低 Sharpe 稳定信号做自定义中性化,https://support.worldquantbrain.com/hc/en-us/community/posts/41735891987479,optimization,screened,1,True,
|
||||
41734005749399,2026-07-06T06:03:18Z,2026-08-15T14:56:59Z,USA/D1 Power Pool July'26 — PPA六种中性化方式实测对比,https://support.worldquantbrain.com/hc/en-us/community/posts/41734005749399,optimization,screened,0,True,
|
||||
41732813691287,2026-07-06T03:30:04Z,2026-08-25T13:29:10Z,【经验分享】MEA地区高级算子探索篇：ts_entropy,https://support.worldquantbrain.com/hc/en-us/community/posts/41732813691287,lessons,screened,13,True,
|
||||
41719890581911,2026-07-05T04:44:58Z,2026-07-31T03:17:46Z,【代码优化】代码提交ppa和sa时调用AI自动/手动写描述,https://support.worldquantbrain.com/hc/en-us/community/posts/41719890581911,optimization,screened,2,True,
|
||||
41707021146263,2026-07-04T09:22:13Z,2026-08-18T03:22:14Z,基于 MEA区TOP400因子，解决指标Weight Concentration过高、2Y Sharpe过低的优化实战总结,https://support.worldquantbrain.com/hc/en-us/community/posts/41707021146263,lessons,screened,1,True,
|
||||
41706827651991,2026-07-04T08:53:46Z,2026-08-24T01:18:08Z,[all alpha can do] wqb_cli 0.3.2 震撼发布：从零打造 Agent-Native 的 WorldQuant BRAIN 真实操作层,https://support.worldquantbrain.com/hc/en-us/community/posts/41706827651991,ai,synthesized,14,True,00-restart/2026-timeline.md;03-engineering/architecture.md;06-sources/curated.md
|
||||
41692781472919,2026-07-03T16:09:22Z,2026-09-06T15:03:58Z,[26年7月打卡活动] 坚持提交 Alpha，最高赢取 300 积分！兑换BRAIN周边与token,https://support.worldquantbrain.com/hc/en-us/community/posts/41692781472919,events,screened,21,True,
|
||||
41706827651991,2026-07-04T08:53:46Z,2026-09-10T17:05:13Z,[all alpha can do] wqb_cli 0.3.2 震撼发布：从零打造 Agent-Native 的 WorldQuant BRAIN 真实操作层,https://support.worldquantbrain.com/hc/en-us/community/posts/41706827651991,ai,synthesized,14,True,00-restart/2026-timeline.md;03-engineering/architecture.md;06-sources/curated.md
|
||||
41692781472919,2026-07-03T16:09:22Z,2026-09-08T03:31:04Z,[26年7月打卡活动] 坚持提交 Alpha，最高赢取 300 积分！兑换BRAIN周边与token,https://support.worldquantbrain.com/hc/en-us/community/posts/41692781472919,events,screened,21,True,
|
||||
41684771561751,2026-07-03T09:43:59Z,2026-08-19T09:55:46Z,【心得分享】从入门到进阶——Alpha 优化全攻略,https://support.worldquantbrain.com/hc/en-us/community/posts/41684771561751,lessons,screened,0,True,
|
||||
41684251807639,2026-07-03T08:53:42Z,2026-07-29T08:29:13Z,【实用工具】WorldQuant BRAIN Super Alpha 多地区生成器 复制可用 支持own和not own,https://support.worldquantbrain.com/hc/en-us/community/posts/41684251807639,portfolio,screened,1,True,
|
||||
41684104419095,2026-07-03T08:34:18Z,2026-07-23T09:24:03Z,教训贴 - 学而时习之。,https://support.worldquantbrain.com/hc/en-us/community/posts/41684104419095,lessons,screened,0,True,
|
||||
41655567026967,2026-07-02T09:07:02Z,2026-08-07T10:49:02Z,fast2python关于复现fast op分享,https://support.worldquantbrain.com/hc/en-us/community/posts/41655567026967,engineering,screened,8,True,
|
||||
41655387004439,2026-07-02T08:52:32Z,2026-09-05T06:07:08Z,WorldQuant BRAIN MCP 工具频繁崩溃？一行代码修复连接断开的坑,https://support.worldquantbrain.com/hc/en-us/community/posts/41655387004439,ai,screened,2,True,
|
||||
41654205318807,2026-07-02T06:32:45Z,2026-09-01T12:59:27Z,求助帖---华子哥的插件如何查看数据集的表现,https://support.worldquantbrain.com/hc/en-us/community/posts/41654205318807,data,screened,3,True,
|
||||
41653035827223,2026-07-02T04:23:28Z,2026-08-26T08:18:47Z,[Python alpha]基于LLms 工作流的python alpha制作经验分享,https://support.worldquantbrain.com/hc/en-us/community/posts/41653035827223,lessons,synthesized,12,True,09-experience-lessons/failure-casebook.md
|
||||
41651283176855,2026-07-02T01:49:11Z,2026-09-03T17:20:42Z,Osmosis 分数自动分配脚本：OS优先、REGULAR/SUPER分池、自动补齐10个,https://support.worldquantbrain.com/hc/en-us/community/posts/41651283176855,portfolio,screened,7,True,
|
||||
41653035827223,2026-07-02T04:23:28Z,2026-09-07T13:18:21Z,[Python alpha]基于LLms 工作流的python alpha制作经验分享,https://support.worldquantbrain.com/hc/en-us/community/posts/41653035827223,lessons,synthesized,12,True,09-experience-lessons/failure-casebook.md
|
||||
41651283176855,2026-07-02T01:49:11Z,2026-09-10T12:52:57Z,Osmosis 分数自动分配脚本：OS优先、REGULAR/SUPER分池、自动补齐10个,https://support.worldquantbrain.com/hc/en-us/community/posts/41651283176855,portfolio,screened,7,True,
|
||||
41625344232343,2026-07-01T06:59:13Z,2026-08-07T10:42:17Z,【经验分享】MEA地区CONCENTRATED_WEIGHT 阻塞解决记录,https://support.worldquantbrain.com/hc/en-us/community/posts/41625344232343,lessons,screened,7,True,
|
||||
41625263438999,2026-07-01T06:48:57Z,2026-08-29T09:01:30Z,【代码分享】一个小工具：新人往哪里挖因子,https://support.worldquantbrain.com/hc/en-us/community/posts/41625263438999,engineering,screened,0,True,
|
||||
41568235513623,2026-06-29T09:20:34Z,2026-07-21T07:25:31Z,每次实操都要留下可复用的东西，让错误和经验都变成资产,https://support.worldquantbrain.com/hc/en-us/community/posts/41568235513623,lessons,screened,6,True,
|
||||
41567966789655,2026-06-29T08:54:54Z,2026-07-24T03:57:15Z,"新人坐牢3个月后vf从0.5=>0.86,稳中求进",https://support.worldquantbrain.com/hc/en-us/community/posts/41567966789655,lessons,screened,0,True,
|
||||
41563959159319,2026-06-29T01:58:42Z,2026-09-02T08:02:12Z,【经验分享】新手出分VF0.5-->0.96-->1-->1，Combine0.69-->0.39-->1.66-->2.03，如何从懵懂到开悟！,https://support.worldquantbrain.com/hc/en-us/community/posts/41563959159319,lessons,screened,23,True,
|
||||
41563959159319,2026-06-29T01:58:42Z,2026-09-07T10:33:25Z,【经验分享】新手出分VF0.5-->0.96-->1-->1，Combine0.69-->0.39-->1.66-->2.03，如何从懵懂到开悟！,https://support.worldquantbrain.com/hc/en-us/community/posts/41563959159319,lessons,screened,23,True,
|
||||
41556669366551,2026-06-28T15:20:46Z,2026-07-24T10:29:26Z,不懂就问，各位大神这个问题该怎么解决？,https://support.worldquantbrain.com/hc/en-us/community/posts/41556669366551,general,screened,1,True,
|
||||
41553665016983,2026-06-28T10:02:03Z,2026-07-26T04:47:01Z,HKG PV Alpha 优化心得：rank(winsorize)+ts_quantile+decay=0 三重组合拳,https://support.worldquantbrain.com/hc/en-us/community/posts/41553665016983,lessons,screened,0,True,
|
||||
41553665016983,2026-06-28T10:02:03Z,2026-09-10T06:52:44Z,HKG PV Alpha 优化心得：rank(winsorize)+ts_quantile+decay=0 三重组合拳,https://support.worldquantbrain.com/hc/en-us/community/posts/41553665016983,lessons,screened,0,True,
|
||||
41552805539991,2026-06-28T07:29:20Z,2026-07-23T09:38:25Z,【经验分享】这样的alpha到底应不应该交？,https://support.worldquantbrain.com/hc/en-us/community/posts/41552805539991,lessons,screened,0,True,
|
||||
41551682155799,2026-06-28T04:41:20Z,2026-09-03T11:15:13Z,【Python Alpha 挑战赛】高换手率因子优化经验分享,https://support.worldquantbrain.com/hc/en-us/community/posts/41551682155799,lessons,synthesized,8,True,08-alpha-optimization/diagnostic-workflow.md
|
||||
41551045362071,2026-06-28T03:14:14Z,2026-08-23T14:03:54Z,【代码工具分享】让 Alpha 回测告别手工时代：一条命令跑完整个研究闭环,https://support.worldquantbrain.com/hc/en-us/community/posts/41551045362071,engineering,synthesized,0,True,03-engineering/2026-operating-lessons.md
|
||||
41550810962455,2026-06-28T02:51:55Z,2026-08-22T12:06:33Z,【经验分享】VF0.5-0.93-0.88-0.96-0.88-0.93，我交了什么样的Alpha？,https://support.worldquantbrain.com/hc/en-us/community/posts/41550810962455,lessons,screened,5,True,
|
||||
41550783184663,2026-06-28T02:44:23Z,2026-08-28T11:18:24Z,【MCP WorkFlow】靠这套GLB地区优化工作流，RA直接入账55刀（附核心模板）,https://support.worldquantbrain.com/hc/en-us/community/posts/41550783184663,optimization,synthesized,8,True,08-alpha-optimization/diagnostic-workflow.md
|
||||
41550783184663,2026-06-28T02:44:23Z,2026-09-10T01:49:43Z,【MCP WorkFlow】靠这套GLB地区优化工作流，RA直接入账55刀（附核心模板）,https://support.worldquantbrain.com/hc/en-us/community/posts/41550783184663,optimization,synthesized,8,True,08-alpha-optimization/diagnostic-workflow.md
|
||||
41540700959639,2026-06-27T12:41:58Z,2026-07-24T10:33:57Z,[Python Alpha 挑战赛] Monte Carlo GBM + 贝叶斯自适应：AI Agent 量化研究工作流实战,https://support.worldquantbrain.com/hc/en-us/community/posts/41540700959639,ai,synthesized,1,True,01-alpha-ideas/relationship-and-extension-cards.md;02-ai-mining/2026-methods-and-failures.md
|
||||
41540545206679,2026-06-27T12:32:05Z,2026-08-19T10:49:19Z,【Quant101】基于FastExpr的高效PythonAlpha架构设计——From Fast to Python Skill,https://support.worldquantbrain.com/hc/en-us/community/posts/41540545206679,ai,synthesized,5,True,02-ai-mining/2026-methods-and-failures.md
|
||||
41510344038551,2026-06-26T09:58:11Z,2026-07-23T09:36:18Z,【osmosis】首次分配osmosis，入围「Osmosis 破浪挑战赛」启航组TOP20的一些总结,https://support.worldquantbrain.com/hc/en-us/community/posts/41510344038551,lessons,screened,0,True,
|
||||
@@ -165,39 +171,39 @@ post_id,created_at,updated_at,title,url,group_heuristic,review_status,comments_r
|
||||
41485794329111,2026-06-25T15:53:28Z,2026-08-19T15:09:39Z,大模型量化研究通用提示词,https://support.worldquantbrain.com/hc/en-us/community/posts/41485794329111,ai,screened,3,True,
|
||||
41477736120983,2026-06-25T10:46:37Z,2026-09-06T14:41:09Z,【经验分享】VF0.5 - 0.8- 0.7 - 0.96，我的 VF 过山车全复盘,https://support.worldquantbrain.com/hc/en-us/community/posts/41477736120983,lessons,screened,7,True,
|
||||
41476771798039,2026-06-25T09:12:45Z,2026-09-05T00:28:37Z,OS comb从稳健提升到雪崩，我的一次教训。,https://support.worldquantbrain.com/hc/en-us/community/posts/41476771798039,lessons,synthesized,3,True,09-experience-lessons/failure-casebook.md
|
||||
41469699090071,2026-06-24T22:45:50Z,2026-08-02T03:42:54Z,我的AI工作流：从低谷到突破，AI成了我的研究搭档,https://support.worldquantbrain.com/hc/en-us/community/posts/41469699090071,ai,screened,3,True,
|
||||
41469699090071,2026-06-24T22:45:50Z,2026-09-09T08:43:09Z,我的AI工作流：从低谷到突破，AI成了我的研究搭档,https://support.worldquantbrain.com/hc/en-us/community/posts/41469699090071,ai,screened,3,True,
|
||||
41459028441623,2026-06-24T16:23:21Z,2026-08-19T17:27:39Z,[经验分享]Osmosis分配的三种思路,https://support.worldquantbrain.com/hc/en-us/community/posts/41459028441623,lessons,screened,2,True,
|
||||
41458691230615,2026-06-24T16:12:12Z,2026-07-11T04:22:07Z,MCP 实战中的三个效率瓶颈和我的绕行方案,https://support.worldquantbrain.com/hc/en-us/community/posts/41458691230615,ai,screened,0,True,
|
||||
41449260982423,2026-06-24T08:44:11Z,2026-08-18T07:59:46Z,【python alpha挑战赛】fast to python alpha skill ,https://support.worldquantbrain.com/hc/en-us/community/posts/41449260982423,ai,synthesized,16,True,02-ai-mining/2026-methods-and-failures.md
|
||||
41449260982423,2026-06-24T08:44:11Z,2026-08-18T07:59:46Z,【python alpha挑战赛】fast to python alpha skill,https://support.worldquantbrain.com/hc/en-us/community/posts/41449260982423,ai,synthesized,16,True,02-ai-mining/2026-methods-and-failures.md
|
||||
41447270247703,2026-06-24T04:47:37Z,2026-08-06T02:05:48Z,【Python Alpha】trade_when 参数调优,https://support.worldquantbrain.com/hc/en-us/community/posts/41447270247703,optimization,synthesized,15,True,08-alpha-optimization/diagnostic-workflow.md
|
||||
41446358126743,2026-06-24T03:12:35Z,2026-07-24T10:27:04Z,[工具分享]还在用向日葵？试试这款远程工具吧，免费流畅！,https://support.worldquantbrain.com/hc/en-us/community/posts/41446358126743,engineering,screened,1,True,
|
||||
41446189246743,2026-06-24T02:57:34Z,2026-08-24T11:56:35Z, [一键运行版]AI工作流里准确校验表达式,https://support.worldquantbrain.com/hc/en-us/community/posts/41446189246743,ai,screened,11,True,
|
||||
41446189246743,2026-06-24T02:57:34Z,2026-08-24T11:56:35Z,[一键运行版]AI工作流里准确校验表达式,https://support.worldquantbrain.com/hc/en-us/community/posts/41446189246743,ai,screened,11,True,
|
||||
41430666584471,2026-06-23T16:06:52Z,2026-07-20T11:17:38Z,【复利工作流探索・第 1 篇】流程框架分工总览：如何打造可以持续迭代增值的挖矿体系,https://support.worldquantbrain.com/hc/en-us/community/posts/41430666584471,ai,screened,16,True,
|
||||
41430630302871,2026-06-23T16:04:11Z,2026-07-04T09:07:54Z,【复利工作流探索・第 1 篇】流程框架分工总览：如何打造可以持续迭代增值的挖矿体系,https://support.worldquantbrain.com/hc/en-us/community/posts/41430630302871,ai,screened,0,True,
|
||||
41428076834583,2026-06-23T14:48:40Z,2026-07-29T15:58:21Z,os rank全球第一对我的os combine的影响？以及如何通过os rank判断自己的oscombine的涨跌！,https://support.worldquantbrain.com/hc/en-us/community/posts/41428076834583,portfolio,synthesized,7,True,08-alpha-optimization/portfolio-and-correlation.md
|
||||
41421236450967,2026-06-23T08:42:05Z,2026-07-15T09:16:06Z,使用蒙特卡洛来实现python alpha代码,https://support.worldquantbrain.com/hc/en-us/community/posts/41421236450967,engineering,screened,4,True,
|
||||
41421186876439,2026-06-23T08:36:36Z,2026-08-31T15:51:21Z, [Python Alpha 挑战赛] Regular Alpha → Python Alpha 转换实战指南,https://support.worldquantbrain.com/hc/en-us/community/posts/41421186876439,engineering,screened,8,True,
|
||||
41421186876439,2026-06-23T08:36:36Z,2026-08-31T15:51:21Z,[Python Alpha 挑战赛] Regular Alpha → Python Alpha 转换实战指南,https://support.worldquantbrain.com/hc/en-us/community/posts/41421186876439,engineering,screened,8,True,
|
||||
41420742165527,2026-06-23T07:51:08Z,2026-09-06T07:52:17Z,HKG sentiment (snl27/snt27) 三种 vec_sum 后处理路径实测对比,https://support.worldquantbrain.com/hc/en-us/community/posts/41420742165527,general,screened,0,True,
|
||||
41418252156439,2026-06-23T02:58:03Z,2026-08-02T03:07:01Z,Python Alpha 数据预处理完全指南：从 Raw Data 到 Clean Signal 的五步法,https://support.worldquantbrain.com/hc/en-us/community/posts/41418252156439,engineering,screened,6,True,
|
||||
41418196103191,2026-06-23T02:51:58Z,2026-07-24T10:23:52Z,隐藏技巧: 批量用alpha_id查询alpha,https://support.worldquantbrain.com/hc/en-us/community/posts/41418196103191,general,screened,0,True,
|
||||
41417418697111,2026-06-23T01:38:06Z,2026-08-26T14:55:34Z,利用AI优化alpha，成功提交的过程,https://support.worldquantbrain.com/hc/en-us/community/posts/41417418697111,optimization,screened,0,True,
|
||||
41417418697111,2026-06-23T01:38:06Z,2026-09-08T15:39:55Z,利用AI优化alpha，成功提交的过程,https://support.worldquantbrain.com/hc/en-us/community/posts/41417418697111,optimization,screened,0,True,
|
||||
41409109779607,2026-06-22T19:19:08Z,2026-09-02T18:50:55Z,用 Codex + Claude Code 做 WorldQuant Alpha：一个简单实用的多 Agent 工作流,https://support.worldquantbrain.com/hc/en-us/community/posts/41409109779607,ai,screened,7,True,
|
||||
41397704497303,2026-06-22T13:37:58Z,2026-07-24T06:26:13Z,【求助贴】关于Python生成Alpha表达式的方法,https://support.worldquantbrain.com/hc/en-us/community/posts/41397704497303,engineering,screened,0,True,
|
||||
41396933582231,2026-06-22T13:10:05Z,2026-07-23T09:57:14Z,【写给新顾问】这个因子值不值得提？3步帮你快速厘清！,https://support.worldquantbrain.com/hc/en-us/community/posts/41396933582231,general,screened,0,True,
|
||||
41392995550231,2026-06-22T08:51:19Z,2026-07-23T09:44:22Z,【AI提示词分享】给claude code加戒律的提示词，提高效率,https://support.worldquantbrain.com/hc/en-us/community/posts/41392995550231,ai,screened,0,True,
|
||||
41392995550231,2026-06-22T08:51:19Z,2026-09-10T15:39:44Z,【AI提示词分享】给claude code加戒律的提示词，提高效率,https://support.worldquantbrain.com/hc/en-us/community/posts/41392995550231,ai,screened,0,True,
|
||||
41391880122007,2026-06-22T06:41:16Z,2026-07-23T09:43:07Z,最近一轮 Super Alpha 组件候选复盘：高 Fitness 不等于可提交,https://support.worldquantbrain.com/hc/en-us/community/posts/41391880122007,lessons,screened,0,True,
|
||||
41377679573143,2026-06-21T03:37:53Z,2026-08-30T17:48:14Z,节省网络获取pc的一点想法,https://support.worldquantbrain.com/hc/en-us/community/posts/41377679573143,general,screened,20,True,
|
||||
41377147135255,2026-06-21T02:19:06Z,2026-08-31T07:12:26Z,【大角羊】OSM Combine匀速提升：-3.20~-1.25~0.63~2.44,https://support.worldquantbrain.com/hc/en-us/community/posts/41377147135255,portfolio,screened,8,True,
|
||||
41363895396247,2026-06-20T03:57:49Z,2026-07-24T10:28:04Z,【代码分享】自动提交alpha脚本，睡前上班自动筛选、提交、语音播报，断粮保底神器【开箱即用】,https://support.worldquantbrain.com/hc/en-us/community/posts/41363895396247,engineering,screened,1,True,
|
||||
41363885291031,2026-06-20T03:56:04Z,2026-08-10T15:58:44Z,想让 Claude 通宵挖 alpha、早上只看结果？我加了一层 simulation wrapper,https://support.worldquantbrain.com/hc/en-us/community/posts/41363885291031,ai,synthesized,6,True,03-engineering/architecture.md;06-sources/curated.md
|
||||
41363895396247,2026-06-20T03:57:49Z,2026-09-08T18:17:38Z,【代码分享】自动提交alpha脚本，睡前上班自动筛选、提交、语音播报，断粮保底神器【开箱即用】,https://support.worldquantbrain.com/hc/en-us/community/posts/41363895396247,engineering,screened,1,True,
|
||||
41363885291031,2026-06-20T03:56:04Z,2026-09-09T04:05:23Z,想让 Claude 通宵挖 alpha、早上只看结果？我加了一层 simulation wrapper,https://support.worldquantbrain.com/hc/en-us/community/posts/41363885291031,ai,synthesized,6,True,03-engineering/architecture.md;06-sources/curated.md
|
||||
41321765292567,2026-06-18T14:47:07Z,2026-08-31T15:58:03Z,[Python Alpha 挑战赛]使用蒙特卡洛来实现python alpha,https://support.worldquantbrain.com/hc/en-us/community/posts/41321765292567,engineering,screened,11,True,
|
||||
41320039211671,2026-06-18T13:51:10Z,2026-08-23T08:33:41Z,Genius 六维 Tie breaker 实战手册（来自 AI 同事 GLM5.2）,https://support.worldquantbrain.com/hc/en-us/community/posts/41320039211671,ai,screened,0,True,
|
||||
41318082888343,2026-06-18T12:35:57Z,2026-08-07T10:55:59Z,根据margin来管理PPA TAG,https://support.worldquantbrain.com/hc/en-us/community/posts/41318082888343,optimization,screened,2,True,
|
||||
41316959711895,2026-06-18T11:36:58Z,2026-08-28T07:32:10Z,筛选可优化RA进阶版,https://support.worldquantbrain.com/hc/en-us/community/posts/41316959711895,optimization,screened,14,True,
|
||||
41292678360727,2026-06-17T14:06:03Z,2026-08-26T03:25:01Z,"频率感知的 Seed 构造 × CW 前置分层诊断 × 多 GEM 降相关：让自动化 Alpha 挖掘在""源头""而非""后处理""解决问题",https://support.worldquantbrain.com/hc/en-us/community/posts/41292678360727,portfolio,synthesized,11,True,02-ai-mining/research-workflow.md;06-sources/curated.md
|
||||
41284510093591,2026-06-17T04:16:04Z,2026-08-28T07:52:15Z,【Python Alpha】把alpha丢进傅里叶变换后指标真给整过去了,https://support.worldquantbrain.com/hc/en-us/community/posts/41284510093591,engineering,screened,20,True,
|
||||
41284360565399,2026-06-17T04:02:12Z,2026-08-26T06:51:09Z,基于MCP + claude(codex)的全自动alpha挖掘系统:30分钟Regular alpha直出,https://support.worldquantbrain.com/hc/en-us/community/posts/41284360565399,ai,screened,44,True,
|
||||
41279111112855,2026-06-16T22:23:41Z,2026-07-08T09:34:30Z,CHN Python Alpha 踩坑实录：risk72 死磕 prod_corr 无果，换 virgin 数据集才过关,https://support.worldquantbrain.com/hc/en-us/community/posts/41279111112855,lessons,synthesized,17,True,08-alpha-optimization/diagnostic-workflow.md;09-experience-lessons/failure-casebook.md
|
||||
41284360565399,2026-06-17T04:02:12Z,2026-09-10T03:34:36Z,基于MCP + claude(codex)的全自动alpha挖掘系统:30分钟Regular alpha直出,https://support.worldquantbrain.com/hc/en-us/community/posts/41284360565399,ai,screened,44,True,
|
||||
41279111112855,2026-06-16T22:23:41Z,2026-09-07T20:49:02Z,CHN Python Alpha 踩坑实录：risk72 死磕 prod_corr 无果，换 virgin 数据集才过关,https://support.worldquantbrain.com/hc/en-us/community/posts/41279111112855,lessons,synthesized,17,True,08-alpha-optimization/diagnostic-workflow.md;09-experience-lessons/failure-casebook.md
|
||||
41254129745815,2026-06-16T03:08:27Z,2026-07-07T14:12:32Z,【gemini-cli停用】迁移至Antigravity-cli教程,https://support.worldquantbrain.com/hc/en-us/community/posts/41254129745815,ai,screened,6,True,
|
||||
41236357050903,2026-06-15T15:37:54Z,2026-08-17T02:52:03Z,【经验分享】我的 WQ Brain 本地工具箱：模板管理器、Alpha 列表、Genius 三大件,https://support.worldquantbrain.com/hc/en-us/community/posts/41236357050903,lessons,screened,16,True,
|
||||
41228556172951,2026-06-15T10:50:25Z,2026-07-07T14:04:41Z,【免费GLM-5.2来了】智谱官方活动分享——zcode新用户免费用5天GLM5.2,https://support.worldquantbrain.com/hc/en-us/community/posts/41228556172951,events,screened,4,True,
|
||||
@@ -216,15 +222,15 @@ post_id,created_at,updated_at,title,url,group_heuristic,review_status,comments_r
|
||||
41162316064023,2026-06-12T01:25:43Z,2026-08-03T08:27:51Z,【Alpha灵感】MEA地区靠SUE模板点亮了Fnd,https://support.worldquantbrain.com/hc/en-us/community/posts/41162316064023,ideas,synthesized,0,True,01-alpha-ideas/data-template-cards.md;01-alpha-ideas/relationship-and-extension-cards.md;06-sources/curated.md
|
||||
41162148315799,2026-06-12T01:15:20Z,2026-07-23T04:46:56Z,[Python Alpha 挑战赛] Python Alpha 回测太慢？聊聊我的性能优化三板斧,https://support.worldquantbrain.com/hc/en-us/community/posts/41162148315799,optimization,screened,14,True,
|
||||
41142979050775,2026-06-11T13:23:59Z,2026-08-29T02:35:11Z,多源信号组合的经济学尝试和感悟--目前陆续有产出,https://support.worldquantbrain.com/hc/en-us/community/posts/41142979050775,lessons,screened,1,True,
|
||||
41141847644311,2026-06-11T12:43:54Z,2026-07-07T14:06:33Z,"换个角度，理解一下trade_when(x, y, z) 方法",https://support.worldquantbrain.com/hc/en-us/community/posts/41141847644311,optimization,screened,12,True,
|
||||
41141847644311,2026-06-11T12:43:54Z,2026-09-09T13:55:09Z,"换个角度，理解一下trade_when(x, y, z) 方法",https://support.worldquantbrain.com/hc/en-us/community/posts/41141847644311,optimization,screened,12,True,
|
||||
41138717791895,2026-06-11T09:21:48Z,2026-07-23T19:13:57Z,[Python Alpha 挑战赛] python alpha换手率压不下来？利用store！让它学会安静 —— store+死区降低换手率！,https://support.worldquantbrain.com/hc/en-us/community/posts/41138717791895,engineering,screened,14,True,
|
||||
41138382717719,2026-06-11T08:46:30Z,2026-08-31T07:15:32Z,Osmosis 连续两周>0.5，均值 0.69，我的分配思路分享,https://support.worldquantbrain.com/hc/en-us/community/posts/41138382717719,portfolio,screened,32,True,
|
||||
41137009390231,2026-06-11T06:27:20Z,2026-08-31T03:50:13Z,[Python Alpha 挑战赛]Python Alpha：自由编程的正确打开方式,https://support.worldquantbrain.com/hc/en-us/community/posts/41137009390231,engineering,screened,10,True,
|
||||
41135490599063,2026-06-11T03:41:09Z,2026-08-27T10:08:56Z,[Python Alpha 挑战赛]Python Alpha两阶段筛选法：FastExpr快速验证 + Python深度优化,https://support.worldquantbrain.com/hc/en-us/community/posts/41135490599063,optimization,synthesized,9,True,00-restart/2026-timeline.md;02-ai-mining/python-alpha.md;06-sources/curated.md
|
||||
41134957392663,2026-06-11T02:54:33Z,2026-08-31T15:54:45Z,双字段 Alpha 构建,https://support.worldquantbrain.com/hc/en-us/community/posts/41134957392663,ideas,synthesized,4,True,01-alpha-ideas/relationship-and-extension-cards.md
|
||||
41134957392663,2026-06-11T02:54:33Z,2026-09-08T17:21:30Z,双字段 Alpha 构建,https://support.worldquantbrain.com/hc/en-us/community/posts/41134957392663,ideas,synthesized,4,True,01-alpha-ideas/relationship-and-extension-cards.md
|
||||
41134649919383,2026-06-11T02:29:05Z,2026-08-04T13:20:02Z,[Python Alpha 挑战赛] 一句prompt一次实现prod0.71 --> prod0.69,https://support.worldquantbrain.com/hc/en-us/community/posts/41134649919383,engineering,screened,15,True,
|
||||
41133909608087,2026-06-11T01:33:58Z,2026-07-21T08:42:59Z,[Python Alpha 挑战赛] Python Alpha AI 工作流搭建分享,https://support.worldquantbrain.com/hc/en-us/community/posts/41133909608087,ai,screened,3,True,
|
||||
41128676944407,2026-06-10T21:03:28Z,2026-07-18T22:12:10Z,【保姆级教程】零基础搞定 Google Antigravity (Gemini CLI) ,https://support.worldquantbrain.com/hc/en-us/community/posts/41128676944407,ai,screened,1,True,
|
||||
41133909608087,2026-06-11T01:33:58Z,2026-09-10T12:37:40Z,[Python Alpha 挑战赛] Python Alpha AI 工作流搭建分享,https://support.worldquantbrain.com/hc/en-us/community/posts/41133909608087,ai,screened,3,True,
|
||||
41128676944407,2026-06-10T21:03:28Z,2026-07-18T22:12:10Z,【保姆级教程】零基础搞定 Google Antigravity (Gemini CLI),https://support.worldquantbrain.com/hc/en-us/community/posts/41128676944407,ai,screened,1,True,
|
||||
41119909511319,2026-06-10T16:37:11Z,2026-07-24T10:43:38Z,[Python Alpha 挑战赛] 用期权隐含波动率偏斜（IV Skew）构建Alpha——Python Alpha实战分享,https://support.worldquantbrain.com/hc/en-us/community/posts/41119909511319,engineering,screened,10,True,
|
||||
41105956280855,2026-06-10T03:21:14Z,2026-07-08T06:56:43Z,【Quant101】FieldPer 拯救计划：Skill 围栏,https://support.worldquantbrain.com/hc/en-us/community/posts/41105956280855,ai,screened,0,True,
|
||||
41105918774807,2026-06-10T03:13:56Z,2026-09-06T05:07:38Z,【Quant101】OpCount 拯救计划：因子化简,https://support.worldquantbrain.com/hc/en-us/community/posts/41105918774807,general,synthesized,2,True,07-professional-knowledge/data-and-signal-semantics.md
|
||||
@@ -234,7 +240,7 @@ post_id,created_at,updated_at,title,url,group_heuristic,review_status,comments_r
|
||||
41076241014423,2026-06-09T03:50:43Z,2026-08-01T14:27:06Z,SUPER Alpha 构建实战：Selection 与 Combo 表达式设计策略,https://support.worldquantbrain.com/hc/en-us/community/posts/41076241014423,portfolio,synthesized,0,True,08-alpha-optimization/portfolio-and-correlation.md
|
||||
41065497021335,2026-06-08T19:04:45Z,2026-09-02T07:03:32Z,【吹哨人】不再水贴！最新 MCP 自带 brain-forum-browse Skill，对 AI 说「逛一逛论坛」即可自动逛论坛,https://support.worldquantbrain.com/hc/en-us/community/posts/41065497021335,ai,screened,46,True,
|
||||
41061358159255,2026-06-08T17:04:32Z,2026-08-18T12:49:20Z,【经验分享】你说你找不到alpha？一文带你避开我踩过的坑,https://support.worldquantbrain.com/hc/en-us/community/posts/41061358159255,lessons,screened,0,True,
|
||||
41059854821783,2026-06-08T16:21:55Z,2026-08-31T13:48:53Z,【稳住Max simulation streak】windows配置定时任务,https://support.worldquantbrain.com/hc/en-us/community/posts/41059854821783,general,screened,0,True,
|
||||
41059854821783,2026-06-08T16:21:55Z,2026-09-08T04:37:35Z,【稳住Max simulation streak】windows配置定时任务,https://support.worldquantbrain.com/hc/en-us/community/posts/41059854821783,general,screened,0,True,
|
||||
41047901195799,2026-06-08T06:39:54Z,2026-08-19T12:49:56Z,[python Alpha 挑战赛] 从“使用操作符”到“设计框架”：一次因子结构压缩与状态化研究实践,https://support.worldquantbrain.com/hc/en-us/community/posts/41047901195799,optimization,screened,19,True,
|
||||
41039581066647,2026-06-07T17:37:18Z,2026-08-07T11:06:07Z,Combined 从1.07到2.98 分享,https://support.worldquantbrain.com/hc/en-us/community/posts/41039581066647,portfolio,screened,1,True,
|
||||
41037391218583,2026-06-07T14:33:18Z,2026-09-06T08:26:41Z,WorldQuant BRAIN Alpha研究实战：从数据探索到LangGraph工作流,https://support.worldquantbrain.com/hc/en-us/community/posts/41037391218583,ai,synthesized,28,True,02-ai-mining/2026-methods-and-failures.md
|
||||
@@ -247,12 +253,12 @@ post_id,created_at,updated_at,title,url,group_heuristic,review_status,comments_r
|
||||
41025007067287,2026-06-06T17:42:57Z,2026-08-05T07:40:05Z,【经验分享】我的第二个上线 Python Alpha：把一条 FASTEXPR 因子「重写成 Python」的完整工作流,https://support.worldquantbrain.com/hc/en-us/community/posts/41025007067287,lessons,synthesized,15,True,09-experience-lessons/failure-casebook.md
|
||||
41024337928343,2026-06-06T16:57:45Z,2026-09-04T08:15:51Z,【经验分享】我的第一个上线 Python Alpha 复盘：用隐含波动率 Delta-Skew 做截面反转,https://support.worldquantbrain.com/hc/en-us/community/posts/41024337928343,lessons,screened,12,True,
|
||||
41021984423063,2026-06-06T14:19:37Z,2026-07-09T03:10:51Z,高VF的经验和VF崩盘的反思（0.99>0.93>0.99>0.98>0.97>0.7）,https://support.worldquantbrain.com/hc/en-us/community/posts/41021984423063,lessons,synthesized,22,True,09-experience-lessons/failure-casebook.md
|
||||
41020681850519,2026-06-06T12:44:00Z,2026-09-06T11:07:03Z,【AI工具】新版AI打工人配置指南 - PC & Mac & Linux,https://support.worldquantbrain.com/hc/en-us/community/posts/41020681850519,ai,screened,48,True,
|
||||
41020681850519,2026-06-06T12:44:00Z,2026-09-09T13:18:20Z,【AI工具】新版AI打工人配置指南 - PC & Mac & Linux,https://support.worldquantbrain.com/hc/en-us/community/posts/41020681850519,ai,screened,48,True,
|
||||
41000341056791,2026-06-05T16:21:58Z,2026-08-09T16:33:51Z,近8000刀！Master赚到了GM的Quarterly Payment！,https://support.worldquantbrain.com/hc/en-us/community/posts/41000341056791,general,screened,26,True,
|
||||
40995374876183,2026-06-05T13:41:55Z,2026-08-31T03:50:33Z,[Python Alpha 挑战赛] Python Alpha 的一种双模式回测工具设计,https://support.worldquantbrain.com/hc/en-us/community/posts/40995374876183,engineering,screened,19,True,
|
||||
40972941718807,2026-06-04T16:29:22Z,2026-08-28T10:13:01Z,CONCENTRATED WEIGHT 系统性排查与修复手册-1（基于实战经验的 CW 攻防全指南）,https://support.worldquantbrain.com/hc/en-us/community/posts/40972941718807,lessons,screened,29,True,
|
||||
40965093558679,2026-06-04T11:24:04Z,2026-08-23T12:35:29Z,antigravitycli运行mcp工作流,https://support.worldquantbrain.com/hc/en-us/community/posts/40965093558679,ai,screened,18,True,
|
||||
40964044763031,2026-06-04T09:57:44Z,2026-07-30T07:49:36Z,【经验分享】用自动化工作流在 BRAIN 上量产 Alpha ,https://support.worldquantbrain.com/hc/en-us/community/posts/40964044763031,lessons,screened,19,True,
|
||||
40964044763031,2026-06-04T09:57:44Z,2026-07-30T07:49:36Z,【经验分享】用自动化工作流在 BRAIN 上量产 Alpha,https://support.worldquantbrain.com/hc/en-us/community/posts/40964044763031,lessons,screened,19,True,
|
||||
40962586503191,2026-06-04T07:22:27Z,2026-08-23T13:59:21Z,【经验分享】关于我Combine名列前茅却只定级Expert这件事😩,https://support.worldquantbrain.com/hc/en-us/community/posts/40962586503191,lessons,synthesized,18,True,09-experience-lessons/failure-casebook.md
|
||||
40962462282007,2026-06-04T07:03:41Z,2026-07-19T05:51:41Z,MEA TOP400 从 CONCENTRATED_WEIGHT 阻塞到全部通过：一次完整的 Alpha 优化记录,https://support.worldquantbrain.com/hc/en-us/community/posts/40962462282007,optimization,synthesized,12,True,08-alpha-optimization/diagnostic-workflow.md
|
||||
40960476615319,2026-06-04T03:48:48Z,2026-08-13T14:32:22Z,【新人向-如何快速查到本次PPA所有数据集及其字段】USA/D1 Fast Datasets Power Pool June`26 theme！,https://support.worldquantbrain.com/hc/en-us/community/posts/40960476615319,data,screened,12,True,
|
||||
@@ -260,23 +266,23 @@ post_id,created_at,updated_at,title,url,group_heuristic,review_status,comments_r
|
||||
40957810418199,2026-06-04T00:26:10Z,2026-09-06T14:23:26Z,DCC 第三名经验分享,https://support.worldquantbrain.com/hc/en-us/community/posts/40957810418199,lessons,screened,16,True,
|
||||
40937398436119,2026-06-03T13:09:52Z,2026-07-07T14:03:41Z,【免费AI工具系列】DAT三家的最新AI桌面助手，附模型推荐和福利活动盘点,https://support.worldquantbrain.com/hc/en-us/community/posts/40937398436119,events,screened,9,True,
|
||||
40936186021271,2026-06-03T12:24:51Z,2026-09-04T14:52:00Z,SuperAlpha 去重的一点小坑：只看 selection 可能还不够,https://support.worldquantbrain.com/hc/en-us/community/posts/40936186021271,portfolio,synthesized,0,True,03-engineering/experiment-ledger.md;06-sources/curated.md;08-alpha-optimization/portfolio-and-correlation.md
|
||||
40929650605207,2026-06-03T02:22:32Z,2026-08-29T00:27:26Z,二季度了2个月，和大家分享一些alpha挖掘的思路,https://support.worldquantbrain.com/hc/en-us/community/posts/40929650605207,general,screened,27,True,
|
||||
40929650605207,2026-06-03T02:22:32Z,2026-09-10T09:58:24Z,二季度了2个月，和大家分享一些alpha挖掘的思路,https://support.worldquantbrain.com/hc/en-us/community/posts/40929650605207,general,screened,27,True,
|
||||
40902892248983,2026-06-02T07:01:01Z,2026-08-31T08:11:29Z,行业中性加时序标准化：一个干净的 Alpha 模板,https://support.worldquantbrain.com/hc/en-us/community/posts/40902892248983,ideas,synthesized,16,True,01-alpha-ideas/relationship-and-extension-cards.md;07-professional-knowledge/data-and-signal-semantics.md
|
||||
40876222943895,2026-06-01T12:46:10Z,2026-07-07T14:18:32Z,【又来个免费AI】超快的阶跃Step 3.7 Flash，Hermes Agent 可以免费用一个月,https://support.worldquantbrain.com/hc/en-us/community/posts/40876222943895,ai,screened,8,True,
|
||||
40875429141015,2026-06-01T12:11:50Z,2026-08-29T23:23:48Z,【免费API系列3】全球前十的AI lab——Agnes AI 的免费API，文本/图片/视频模型全免费,https://support.worldquantbrain.com/hc/en-us/community/posts/40875429141015,ai,screened,7,True,
|
||||
40873662176535,2026-06-01T10:20:04Z,2026-09-04T11:55:57Z,OS RANK全球第一！我是如何做到的？,https://support.worldquantbrain.com/hc/en-us/community/posts/40873662176535,optimization,screened,19,True,
|
||||
40873662176535,2026-06-01T10:20:04Z,2026-09-07T08:41:01Z,OS RANK全球第一！我是如何做到的？,https://support.worldquantbrain.com/hc/en-us/community/posts/40873662176535,optimization,screened,19,True,
|
||||
40872804113175,2026-06-01T09:06:01Z,2026-07-07T13:55:11Z,【经验分享】Roo Code 插件停止维护了，解决方案在这,https://support.worldquantbrain.com/hc/en-us/community/posts/40872804113175,lessons,screened,4,True,
|
||||
40870826319511,2026-06-01T05:07:32Z,2026-08-31T07:11:51Z,[Python Alpha 挑战赛]半自动化的python alpha挖掘思路,https://support.worldquantbrain.com/hc/en-us/community/posts/40870826319511,engineering,screened,15,True,
|
||||
40870826319511,2026-06-01T05:07:32Z,2026-09-10T14:50:24Z,[Python Alpha 挑战赛]半自动化的python alpha挖掘思路,https://support.worldquantbrain.com/hc/en-us/community/posts/40870826319511,engineering,screened,15,True,
|
||||
40857367883159,2026-05-31T04:51:16Z,2026-07-09T03:10:59Z,一个很小但很有用的工具：Alpha Backtest Ledger，避免重复回测,https://support.worldquantbrain.com/hc/en-us/community/posts/40857367883159,engineering,synthesized,10,True,00-restart/2026-timeline.md;03-engineering/2026-operating-lessons.md;03-engineering/experiment-ledger.md;06-sources/curated.md
|
||||
40847481080087,2026-05-30T14:03:10Z,2026-09-05T18:23:41Z,【Alpha灵感】使用nip族数据点亮news塔,https://support.worldquantbrain.com/hc/en-us/community/posts/40847481080087,ideas,synthesized,20,True,01-alpha-ideas/data-template-cards.md;01-alpha-ideas/relationship-and-extension-cards.md;06-sources/curated.md
|
||||
40817725354903,2026-05-29T08:05:03Z,2026-07-20T03:35:35Z,【大角羊】总收入突破万刀，感恩与大家一路同行！,https://support.worldquantbrain.com/hc/en-us/community/posts/40817725354903,general,screened,13,True,
|
||||
40815296759703,2026-05-29T03:03:56Z,2026-07-07T14:24:53Z,[Python Alpha 挑战赛] 从数据定义到硬核推土机：手搓 ECDF 与高斯映射，深挖“最悲观预期”长牛动量,https://support.worldquantbrain.com/hc/en-us/community/posts/40815296759703,engineering,screened,9,True,
|
||||
40815296759703,2026-05-29T03:03:56Z,2026-09-09T09:44:43Z,[Python Alpha 挑战赛] 从数据定义到硬核推土机：手搓 ECDF 与高斯映射，深挖“最悲观预期”长牛动量,https://support.worldquantbrain.com/hc/en-us/community/posts/40815296759703,engineering,screened,9,True,
|
||||
40797859802647,2026-05-28T15:14:04Z,2026-08-07T10:56:32Z,Python Alpha会议要点与竞赛分析报告——20260528,https://support.worldquantbrain.com/hc/en-us/community/posts/40797859802647,events,screened,6,True,
|
||||
40796757798807,2026-05-28T14:38:37Z,2026-09-04T08:15:02Z,[Python Alpha 挑战赛] 基于skill: brain-simAlphasinBatch-and-track 的 Python Alpha 迭代工作流,https://support.worldquantbrain.com/hc/en-us/community/posts/40796757798807,ai,screened,14,True,
|
||||
40790666727575,2026-05-28T08:53:56Z,2026-09-04T08:12:53Z,【Alpha 模板】Earnings模板分享，低相关性，助你横向点塔（干货满满，不来将会错失一个亿）,https://support.worldquantbrain.com/hc/en-us/community/posts/40790666727575,ideas,synthesized,17,True,01-alpha-ideas/data-template-cards.md;01-alpha-ideas/relationship-and-extension-cards.md;06-sources/curated.md
|
||||
40790558975767,2026-05-28T08:45:07Z,2026-08-31T03:51:26Z,[Python Alpha 挑战赛]一句话让AI批量生成Python Alpha,https://support.worldquantbrain.com/hc/en-us/community/posts/40790558975767,ai,screened,7,True,
|
||||
40788850736023,2026-05-28T05:14:34Z,2026-08-31T03:52:53Z,[Python Alpha 速查] Python Alpha 实战全景：256 个包、API 工程、三类探索方向,https://support.worldquantbrain.com/hc/en-us/community/posts/40788850736023,engineering,screened,13,True,
|
||||
40786815350167,2026-05-28T01:30:31Z,2026-07-07T13:57:42Z,【经验分享】在手机上操作AI打工人,https://support.worldquantbrain.com/hc/en-us/community/posts/40786815350167,lessons,screened,7,True,
|
||||
40786815350167,2026-05-28T01:30:31Z,2026-09-08T12:51:09Z,【经验分享】在手机上操作AI打工人,https://support.worldquantbrain.com/hc/en-us/community/posts/40786815350167,lessons,screened,7,True,
|
||||
40768096146327,2026-05-27T13:50:08Z,2026-07-20T11:15:55Z,[Python Alpha 挑战赛]基于多层记忆的PythonAlpha自动探索ai-agent,https://support.worldquantbrain.com/hc/en-us/community/posts/40768096146327,ai,synthesized,4,True,02-ai-mining/2026-methods-and-failures.md
|
||||
40765160386711,2026-05-27T11:45:18Z,2026-07-16T08:12:08Z,【免费API系列】最新的天工agent模型SkyClaw-v1.0限时免费用，听说蛮厉害的,https://support.worldquantbrain.com/hc/en-us/community/posts/40765160386711,ai,screened,6,True,
|
||||
40763583634839,2026-05-27T09:11:17Z,2026-09-02T12:21:16Z,Worldquant Brain——我的人生启蒙导师 【传奇耐打王系列四】,https://support.worldquantbrain.com/hc/en-us/community/posts/40763583634839,ai,screened,17,True,
|
||||
@@ -289,7 +295,7 @@ post_id,created_at,updated_at,title,url,group_heuristic,review_status,comments_r
|
||||
40735661471383,2026-05-26T09:55:25Z,2026-08-29T02:14:08Z,这个模版到底怎么做？【传奇耐打王系列三】,https://support.worldquantbrain.com/hc/en-us/community/posts/40735661471383,general,screened,14,True,
|
||||
40734437350679,2026-05-26T07:35:08Z,2026-09-07T01:14:33Z,这个因子到底有没有混信号？【传奇耐打王系列一】,https://support.worldquantbrain.com/hc/en-us/community/posts/40734437350679,general,screened,17,True,
|
||||
40734489248151,2026-05-26T07:34:44Z,2026-08-29T02:16:12Z,Python alpha 提交经验分享,https://support.worldquantbrain.com/hc/en-us/community/posts/40734489248151,lessons,screened,19,True,
|
||||
40732429672343,2026-05-26T03:17:52Z,2026-08-28T07:34:49Z,【经验分享】我是如何从0到1做出python alpha的（附提示词）,https://support.worldquantbrain.com/hc/en-us/community/posts/40732429672343,lessons,screened,5,True,
|
||||
40732429672343,2026-05-26T03:17:52Z,2026-09-10T15:02:58Z,【经验分享】我是如何从0到1做出python alpha的（附提示词）,https://support.worldquantbrain.com/hc/en-us/community/posts/40732429672343,lessons,screened,5,True,
|
||||
40719428121623,2026-05-25T14:37:20Z,2026-07-15T09:07:54Z,"MCP 服务器支持 Python Alpha（language=""PYTHON""），同时保持原有 FASTEXPR 功能完全不受影响",https://support.worldquantbrain.com/hc/en-us/community/posts/40719428121623,ai,screened,8,True,
|
||||
40703455289623,2026-05-24T14:39:29Z,2026-08-21T08:33:31Z,【AI打工人】代码公开，0基础使用，给AI流水线生成的alpha加上名字,https://support.worldquantbrain.com/hc/en-us/community/posts/40703455289623,ai,screened,8,True,
|
||||
40698184990615,2026-05-24T02:51:31Z,2026-09-02T10:49:18Z,osmosis自动设置,https://support.worldquantbrain.com/hc/en-us/community/posts/40698184990615,portfolio,screened,9,True,
|
||||
@@ -301,28 +307,28 @@ post_id,created_at,updated_at,title,url,group_heuristic,review_status,comments_r
|
||||
40580373831447,2026-05-19T13:23:30Z,2026-09-03T03:22:56Z,分享一个类似codex的软件，阿里的最新Qoder，目前可以免费使用两周,https://support.worldquantbrain.com/hc/en-us/community/posts/40580373831447,ai,screened,2,True,
|
||||
40576501149463,2026-05-19T09:29:50Z,2026-06-25T14:57:44Z,【大角羊】经验分享：一分钟学会解封账号！,https://support.worldquantbrain.com/hc/en-us/community/posts/40576501149463,lessons,screened,9,True,
|
||||
40544447671959,2026-05-18T02:36:10Z,2026-08-16T02:36:32Z,【即插即用】⚡OS自动重分配⚡️到恰好10万分,https://support.worldquantbrain.com/hc/en-us/community/posts/40544447671959,general,screened,10,True,
|
||||
40533711115927,2026-05-17T10:01:03Z,2026-07-26T07:12:26Z,【Combined Alpha Performance】踩坑分享，纯新手comb -2+,https://support.worldquantbrain.com/hc/en-us/community/posts/40533711115927,lessons,synthesized,11,True,08-alpha-optimization/portfolio-and-correlation.md;09-experience-lessons/failure-casebook.md
|
||||
40533711115927,2026-05-17T10:01:03Z,2026-07-26T07:12:26Z,【Combined Alpha Performance】踩坑分享，纯新手comb -2+,https://support.worldquantbrain.com/hc/en-us/community/posts/40533711115927,lessons,synthesized,11,True,08-alpha-optimization/portfolio-and-correlation.md;09-experience-lessons/failure-casebook.md
|
||||
40532948003479,2026-05-17T07:52:43Z,2026-08-13T13:58:43Z,不使用 GitHub，如何把代码在不同机器之间同步,https://support.worldquantbrain.com/hc/en-us/community/posts/40532948003479,engineering,screened,0,True,
|
||||
40531705016855,2026-05-17T04:34:24Z,2026-08-07T10:47:28Z,通过 Zendesk API 直接获取 WQB 平台资源 — 告别浏览器依赖,https://support.worldquantbrain.com/hc/en-us/community/posts/40531705016855,engineering,synthesized,4,True,03-engineering/2026-operating-lessons.md
|
||||
40531412200471,2026-05-17T03:51:16Z,2026-08-26T10:56:00Z,用AI优化【Japan Robustness Sharpe】的一些工作流经验分享,https://support.worldquantbrain.com/hc/en-us/community/posts/40531412200471,lessons,screened,0,True,
|
||||
40531412200471,2026-05-17T03:51:16Z,2026-09-10T04:54:52Z,用AI优化【Japan Robustness Sharpe】的一些工作流经验分享,https://support.worldquantbrain.com/hc/en-us/community/posts/40531412200471,lessons,screened,0,True,
|
||||
40531102400663,2026-05-17T03:13:53Z,2026-07-08T13:55:25Z,"OpenCode+MCP,分析一个数据集（包含提示词）",https://support.worldquantbrain.com/hc/en-us/community/posts/40531102400663,data,screened,8,True,
|
||||
40530659645719,2026-05-17T02:09:56Z,2026-07-07T14:13:22Z,挖掘 Token 黑洞 01：MCP Simulation 如何吞掉 70%+ 的可读上下文,https://support.worldquantbrain.com/hc/en-us/community/posts/40530659645719,ai,synthesized,11,True,02-ai-mining/2026-methods-and-failures.md
|
||||
40530659645719,2026-05-17T02:09:56Z,2026-09-08T14:43:57Z,挖掘 Token 黑洞 01：MCP Simulation 如何吞掉 70%+ 的可读上下文,https://support.worldquantbrain.com/hc/en-us/community/posts/40530659645719,ai,synthesized,11,True,02-ai-mining/2026-methods-and-failures.md
|
||||
40520794084119,2026-05-16T13:52:25Z,2026-09-02T16:34:47Z,vf从0.95暴跌到0.57，cb从1点多到0.几点的反思,https://support.worldquantbrain.com/hc/en-us/community/posts/40520794084119,lessons,screened,9,True,
|
||||
40490830379415,2026-05-15T08:28:18Z,2026-09-07T05:39:02Z, 【免费API】deepseekv4系列+AI编程神器9router,https://support.worldquantbrain.com/hc/en-us/community/posts/40490830379415,ai,screened,6,True,
|
||||
40490830379415,2026-05-15T08:28:18Z,2026-09-07T05:39:02Z,【免费API】deepseekv4系列+AI编程神器9router,https://support.worldquantbrain.com/hc/en-us/community/posts/40490830379415,ai,screened,6,True,
|
||||
40458012001815,2026-05-14T01:31:38Z,2026-07-25T11:21:49Z,Python纯代码获取论坛内容(不使用任何无头浏览器等操作),https://support.worldquantbrain.com/hc/en-us/community/posts/40458012001815,engineering,synthesized,2,True,03-engineering/2026-operating-lessons.md
|
||||
40434113248791,2026-05-13T10:17:54Z,2026-07-21T03:10:00Z,【不太一样的ownSA自动化】聚类助你突破ownSA瓶颈，有点抽象，欢迎大家批评指正，附开箱即用代码,https://support.worldquantbrain.com/hc/en-us/community/posts/40434113248791,engineering,screened,4,True,
|
||||
40433337996183,2026-05-13T08:58:57Z,2026-09-06T02:41:29Z,"【经验分享】涅槃重生：vf从0.18到0.97,combine从-1.25到2.02！",https://support.worldquantbrain.com/hc/en-us/community/posts/40433337996183,lessons,screened,33,True,
|
||||
40433238987159,2026-05-13T08:46:13Z,2026-08-28T18:02:50Z,【alpha灵感】双字段alpha构建提示次，助力各位60塔,https://support.worldquantbrain.com/hc/en-us/community/posts/40433238987159,ideas,synthesized,26,True,01-alpha-ideas/relationship-and-extension-cards.md
|
||||
40431103477527,2026-05-13T04:25:38Z,2026-06-29T14:28:55Z,有大佬知道新的那个Brain python的里面的brain工具包在哪里下载不 ,https://support.worldquantbrain.com/hc/en-us/community/posts/40431103477527,ai,screened,9,True,
|
||||
40431103477527,2026-05-13T04:25:38Z,2026-06-29T14:28:55Z,有大佬知道新的那个Brain python的里面的brain工具包在哪里下载不,https://support.worldquantbrain.com/hc/en-us/community/posts/40431103477527,ai,screened,9,True,
|
||||
40406240166807,2026-05-12T10:37:45Z,2026-07-28T03:42:27Z,【代码优化】三行代码解决MCP回测卡顿断线的问题,https://support.worldquantbrain.com/hc/en-us/community/posts/40406240166807,optimization,screened,10,True,
|
||||
40373405530647,2026-05-11T03:11:42Z,2026-09-06T15:08:16Z,BRAIN Consultant 兼职定位与行为边界的建议和分享 ,https://support.worldquantbrain.com/hc/en-us/community/posts/40373405530647,ai,screened,61,True,
|
||||
40373405530647,2026-05-11T03:11:42Z,2026-09-10T02:00:43Z,BRAIN Consultant 兼职定位与行为边界的建议和分享,https://support.worldquantbrain.com/hc/en-us/community/posts/40373405530647,ai,screened,61,True,
|
||||
40373352844439,2026-05-11T03:07:53Z,2026-06-29T14:28:24Z,借助与AI和MCP，我是怎样分析一个数据集的?,https://support.worldquantbrain.com/hc/en-us/community/posts/40373352844439,data,screened,14,True,
|
||||
40372795793687,2026-05-11T02:04:31Z,2026-06-25T14:54:04Z,"一个新的免费token plan: 商汤-日日新，支持deep seek v4 flash, 附minimax2.7, gemini pro3对比",https://support.worldquantbrain.com/hc/en-us/community/posts/40372795793687,events,screened,12,True,
|
||||
40372795793687,2026-05-11T02:04:31Z,2026-06-25T14:54:04Z,"一个新的免费token plan: 商汤-日日新，支持deep seek v4 flash, 附minimax2.7, gemini pro3对比",https://support.worldquantbrain.com/hc/en-us/community/posts/40372795793687,events,screened,12,True,
|
||||
40347330265879,2026-05-09T06:17:45Z,2026-07-07T13:52:09Z,【龙虎榜·卷二】Combine惊雷再起，VF季决尘埃落定，神秘GM满值归来，万刀之上几何？,https://support.worldquantbrain.com/hc/en-us/community/posts/40347330265879,lessons,screened,11,True,
|
||||
40346082255255,2026-05-09T03:28:51Z,2026-09-04T08:15:24Z,【经验总结】Osmosis / OSM：根本原理、Alpha 池筛选与点数分配方法,https://support.worldquantbrain.com/hc/en-us/community/posts/40346082255255,lessons,synthesized,6,True,08-alpha-optimization/portfolio-and-correlation.md
|
||||
40346082255255,2026-05-09T03:28:51Z,2026-09-10T05:34:19Z,【经验总结】Osmosis / OSM：根本原理、Alpha 池筛选与点数分配方法,https://support.worldquantbrain.com/hc/en-us/community/posts/40346082255255,lessons,synthesized,6,True,08-alpha-optimization/portfolio-and-correlation.md
|
||||
40321767904023,2026-05-08T08:38:44Z,2026-07-18T16:38:43Z,【经验分享】Combine大幅提升，增幅高达1.74,https://support.worldquantbrain.com/hc/en-us/community/posts/40321767904023,lessons,screened,14,True,
|
||||
40297238763159,2026-05-07T12:43:54Z,2026-09-04T08:55:02Z,分享我的 AI 因子挖掘流程：20 天 11 塔，尽量自动化，打工人友好,https://support.worldquantbrain.com/hc/en-us/community/posts/40297238763159,ai,screened,19,True,
|
||||
40294373064855,2026-05-07T09:18:06Z,2026-06-30T15:43:49Z,稳稳拿下gm，combine到六维的耕耘经验,https://support.worldquantbrain.com/hc/en-us/community/posts/40294373064855,lessons,screened,16,True,
|
||||
40297238763159,2026-05-07T12:43:54Z,2026-09-09T00:39:26Z,分享我的 AI 因子挖掘流程：20 天 11 塔，尽量自动化，打工人友好,https://support.worldquantbrain.com/hc/en-us/community/posts/40297238763159,ai,screened,19,True,
|
||||
40294373064855,2026-05-07T09:18:06Z,2026-09-10T23:23:28Z,稳稳拿下gm，combine到六维的耕耘经验,https://support.worldquantbrain.com/hc/en-us/community/posts/40294373064855,lessons,screened,16,True,
|
||||
40292420301591,2026-05-07T05:28:27Z,2026-06-29T14:28:24Z,【工具分享】Pkgdiff：在线免费给cnhkmcp做版本差异分析,https://support.worldquantbrain.com/hc/en-us/community/posts/40292420301591,ai,screened,6,True,
|
||||
40290434309655,2026-05-07T02:02:22Z,2026-06-29T14:28:23Z,最近跑通的一套 Alpha 研究“反馈回路”：少一点玄学，多一点可验证,https://support.worldquantbrain.com/hc/en-us/community/posts/40290434309655,general,synthesized,6,True,02-ai-mining/2026-methods-and-failures.md
|
||||
40287368788375,2026-05-06T22:44:53Z,2026-08-27T17:36:56Z,【技术科普】在论坛发布彩色的帖子,https://support.worldquantbrain.com/hc/en-us/community/posts/40287368788375,general,screened,2,True,
|
||||
@@ -332,8 +338,8 @@ post_id,created_at,updated_at,title,url,group_heuristic,review_status,comments_r
|
||||
40153456172567,2026-05-01T12:41:40Z,2026-09-03T08:33:16Z,痛失GM，新手的Q1总结,https://support.worldquantbrain.com/hc/en-us/community/posts/40153456172567,lessons,screened,9,True,
|
||||
40150797833239,2026-05-01T08:29:11Z,2026-09-02T04:16:47Z,WorldQuant BRAIN MCP 工具调用架构升级：从 Stdio 到 HTTP API,https://support.worldquantbrain.com/hc/en-us/community/posts/40150797833239,ai,screened,5,True,
|
||||
40134245568663,2026-04-30T16:58:44Z,2026-08-26T18:09:21Z,【Alpha灵感】全球第一个MEA因子（零PC alpha），我是怎么做出来的？,https://support.worldquantbrain.com/hc/en-us/community/posts/40134245568663,ideas,synthesized,11,True,01-alpha-ideas/relationship-and-extension-cards.md
|
||||
40091088861591,2026-04-29T04:36:13Z,2026-08-07T11:03:19Z,【工具优化】技能brain-data-scope（华子哥插件插件的数据分析模块）,https://support.worldquantbrain.com/hc/en-us/community/posts/40091088861591,optimization,screened,8,True,
|
||||
40089426663959,2026-04-29T01:44:21Z,2026-09-04T14:49:44Z,【OB】一个自进化的 RAG 搜索系统🎯,https://support.worldquantbrain.com/hc/en-us/community/posts/40089426663959,general,screened,15,True,
|
||||
40091088861591,2026-04-29T04:36:13Z,2026-09-11T00:34:14Z,【工具优化】技能brain-data-scope（华子哥插件插件的数据分析模块）,https://support.worldquantbrain.com/hc/en-us/community/posts/40091088861591,optimization,screened,8,True,
|
||||
40089426663959,2026-04-29T01:44:21Z,2026-09-09T09:41:52Z,【OB】一个自进化的 RAG 搜索系统🎯,https://support.worldquantbrain.com/hc/en-us/community/posts/40089426663959,general,screened,15,True,
|
||||
40074294140695,2026-04-28T16:35:22Z,2026-06-27T04:00:31Z,免费申请小米百万亿 Token 创造者激励计划,https://support.worldquantbrain.com/hc/en-us/community/posts/40074294140695,events,screened,3,True,
|
||||
40062800087575,2026-04-28T06:37:00Z,2026-06-28T08:17:20Z,小米 MiMo-V2.5 开源及 100T Token 免费申请活动分享,https://support.worldquantbrain.com/hc/en-us/community/posts/40062800087575,events,screened,3,True,
|
||||
40031467208983,2026-04-27T03:06:25Z,2026-08-08T18:17:02Z,【💻云服务器】一键抢购腾讯元4核4G服务器,https://support.worldquantbrain.com/hc/en-us/community/posts/40031467208983,engineering,screened,0,True,
|
||||
@@ -344,28 +350,28 @@ post_id,created_at,updated_at,title,url,group_heuristic,review_status,comments_r
|
||||
39947433598871,2026-04-23T01:05:41Z,2026-08-22T05:25:44Z,【学习笔记】Fast+Slow 快慢因子组合：解决因子实操难题的思路探讨,https://support.worldquantbrain.com/hc/en-us/community/posts/39947433598871,portfolio,screened,2,True,
|
||||
39947266331031,2026-04-23T00:58:16Z,2026-06-29T06:30:32Z,【顾问心得】Osmosis 分数总不稳？我跟 AI 学习组合逻辑,https://support.worldquantbrain.com/hc/en-us/community/posts/39947266331031,lessons,screened,2,True,
|
||||
39945764650263,2026-04-22T23:11:21Z,2026-09-06T06:11:03Z,【经验分享】我如何坚持半年只用 AI 找 Alpha：WorldQuant BRAIN 上的 Agent 搭建、优化与反思,https://support.worldquantbrain.com/hc/en-us/community/posts/39945764650263,lessons,synthesized,29,True,09-experience-lessons/failure-casebook.md
|
||||
39923106285207,2026-04-22T07:24:19Z,2026-06-27T02:52:29Z,【征文邀请】那些你在IQC踩过的坑，可能正是今年选手最需要的答案 ,https://support.worldquantbrain.com/hc/en-us/community/posts/39923106285207,general,screened,6,True,
|
||||
39922788056343,2026-04-22T06:45:00Z,2026-09-06T01:57:44Z,【Eligibility Criteria篇】一文告诉你如何GOLD直通Grandmaster！（上篇）,https://support.worldquantbrain.com/hc/en-us/community/posts/39922788056343,general,screened,75,True,
|
||||
39923106285207,2026-04-22T07:24:19Z,2026-06-27T02:52:29Z,【征文邀请】那些你在IQC踩过的坑，可能正是今年选手最需要的答案,https://support.worldquantbrain.com/hc/en-us/community/posts/39923106285207,general,screened,6,True,
|
||||
39922788056343,2026-04-22T06:45:00Z,2026-09-09T05:42:45Z,【Eligibility Criteria篇】一文告诉你如何GOLD直通Grandmaster！（上篇）,https://support.worldquantbrain.com/hc/en-us/community/posts/39922788056343,general,screened,75,True,
|
||||
39922320882455,2026-04-22T05:47:36Z,2026-08-07T10:56:38Z,正版AI工具包合集优惠推荐 Lenny‘s newsletter bundle 无封号困扰,https://support.worldquantbrain.com/hc/en-us/community/posts/39922320882455,guides,screened,2,True,
|
||||
39920503976087,2026-04-22T02:17:02Z,2026-09-02T03:41:38Z,如何通过【Robust universe Sharpe and returns】检测的一些尝试,https://support.worldquantbrain.com/hc/en-us/community/posts/39920503976087,optimization,synthesized,7,True,08-alpha-optimization/diagnostic-workflow.md
|
||||
39907023480599,2026-04-21T16:20:17Z,2026-07-20T11:19:17Z,【WQ Manager】大更新！新增Base Payment排行榜！,https://support.worldquantbrain.com/hc/en-us/community/posts/39907023480599,general,screened,14,True,
|
||||
39899189437847,2026-04-21T10:16:07Z,2026-07-27T23:53:09Z,【工具分享】（即插即用）AI写description费token？直接用网页版就好了,https://support.worldquantbrain.com/hc/en-us/community/posts/39899189437847,ai,screened,0,True,
|
||||
39873247817495,2026-04-20T12:33:20Z,2026-08-19T03:15:20Z,一键自动化回测代码分享,https://support.worldquantbrain.com/hc/en-us/community/posts/39873247817495,engineering,screened,0,True,
|
||||
39870945020183,2026-04-20T09:49:12Z,2026-08-07T10:58:38Z,"【代码分享】AI生成Alpha总是”凭空想象""？给它喂论文，鱼饵才对味！",https://support.worldquantbrain.com/hc/en-us/community/posts/39870945020183,ai,screened,8,True,
|
||||
39870945020183,2026-04-20T09:49:12Z,2026-09-09T02:29:34Z,"【代码分享】AI生成Alpha总是”凭空想象""？给它喂论文，鱼饵才对味！",https://support.worldquantbrain.com/hc/en-us/community/posts/39870945020183,ai,screened,8,True,
|
||||
39870662977687,2026-04-20T09:19:58Z,2026-07-14T10:53:29Z,经验分享：最近做 Regular 点塔时反复踩到的几个坑,https://support.worldquantbrain.com/hc/en-us/community/posts/39870662977687,lessons,synthesized,8,True,09-experience-lessons/failure-casebook.md
|
||||
39868267753623,2026-04-20T04:14:46Z,2026-08-30T09:29:48Z,Pipeline MCP 深度版：面向多样性、高质量、低相关性 Alpha 持续生产的编排架构实践,https://support.worldquantbrain.com/hc/en-us/community/posts/39868267753623,portfolio,synthesized,8,True,03-engineering/2026-operating-lessons.md
|
||||
39859045823511,2026-04-19T13:14:48Z,2026-08-22T11:52:09Z,【经验分享】新人顾问0.5--->0.62--->0.95--->0.99vf经验分享,https://support.worldquantbrain.com/hc/en-us/community/posts/39859045823511,lessons,screened,7,True,
|
||||
39858612511383,2026-04-19T12:35:29Z,2026-06-28T08:19:08Z,【经验分享】云端磁盘深度清理，让云端更加流畅丝滑,https://support.worldquantbrain.com/hc/en-us/community/posts/39858612511383,lessons,screened,2,True,
|
||||
39857630237591,2026-04-19T10:23:42Z,2026-08-23T13:07:29Z,我的Alpha提交算法进化史：从团划分剪枝到最大权重独立集,https://support.worldquantbrain.com/hc/en-us/community/posts/39857630237591,general,synthesized,4,True,08-alpha-optimization/portfolio-and-correlation.md
|
||||
39854893045655,2026-04-19T02:51:39Z,2026-06-27T03:37:49Z,穿透参数迷雾：量化策略的敏感度分析与鲁棒性构建,https://support.worldquantbrain.com/hc/en-us/community/posts/39854893045655,general,synthesized,5,True,08-alpha-optimization/diagnostic-workflow.md
|
||||
39854893045655,2026-04-19T02:51:39Z,2026-09-07T12:28:49Z,穿透参数迷雾：量化策略的敏感度分析与鲁棒性构建,https://support.worldquantbrain.com/hc/en-us/community/posts/39854893045655,general,synthesized,5,True,08-alpha-optimization/diagnostic-workflow.md
|
||||
39854742805271,2026-04-19T02:26:34Z,2026-07-29T07:02:19Z,26.04.19 新顾问培训AI打工人安装 codebuddy配置版.,https://support.worldquantbrain.com/hc/en-us/community/posts/39854742805271,events,screened,13,True,
|
||||
39845230299927,2026-04-18T12:59:03Z,2026-08-01T17:39:01Z,【Alpha灵感】AI搜索字段极性配对，构建低PC因子(附提示词),https://support.worldquantbrain.com/hc/en-us/community/posts/39845230299927,ideas,synthesized,15,True,00-restart/2026-timeline.md;01-alpha-ideas/data-template-cards.md;01-alpha-ideas/relationship-and-extension-cards.md;06-sources/curated.md
|
||||
39826862025879,2026-04-17T16:35:24Z,2026-07-15T11:04:57Z,World Quant漫画（第三期）,https://support.worldquantbrain.com/hc/en-us/community/posts/39826862025879,general,screened,12,True,
|
||||
39822852669079,2026-04-17T14:36:50Z,2026-07-17T04:47:53Z,多图解析USA最新3x High Turnover Theme国区提交现况,https://support.worldquantbrain.com/hc/en-us/community/posts/39822852669079,optimization,screened,6,True,
|
||||
39759673422487,2026-04-15T09:27:39Z,2026-08-13T14:05:49Z,在wq半年：从1.5刀到100刀，我是怎么做到连续三个月vf1.0+comb2.94的,https://support.worldquantbrain.com/hc/en-us/community/posts/39759673422487,lessons,screened,12,True,
|
||||
39759058734359,2026-04-15T08:23:19Z,2026-07-29T07:24:15Z,【新人心魔】打破心魔之旅：这样的因子到底要不要交？,https://support.worldquantbrain.com/hc/en-us/community/posts/39759058734359,general,screened,9,True,
|
||||
39756841978519,2026-04-15T03:48:36Z,2026-08-01T03:45:22Z,【TOKEN王】全球 2026Q2 geniusLevel 分组六维数据统计分析,https://support.worldquantbrain.com/hc/en-us/community/posts/39756841978519,general,screened,9,True,
|
||||
39729140385559,2026-04-14T06:17:42Z,2026-07-24T14:15:00Z,【差生文具多】WQ助手1.02版(安卓版本+windows版本),https://support.worldquantbrain.com/hc/en-us/community/posts/39729140385559,general,screened,14,True,
|
||||
39756841978519,2026-04-15T03:48:36Z,2026-09-08T13:50:31Z,【TOKEN王】全球 2026Q2 geniusLevel 分组六维数据统计分析,https://support.worldquantbrain.com/hc/en-us/community/posts/39756841978519,general,screened,9,True,
|
||||
39729140385559,2026-04-14T06:17:42Z,2026-09-08T06:02:21Z,【差生文具多】WQ助手1.02版(安卓版本+windows版本),https://support.worldquantbrain.com/hc/en-us/community/posts/39729140385559,general,screened,14,True,
|
||||
39728814444695,2026-04-14T05:42:52Z,2026-07-30T02:16:37Z,26年Q1 Genius定级已更新，Q2赛季加油！,https://support.worldquantbrain.com/hc/en-us/community/posts/39728814444695,general,screened,20,True,
|
||||
39710403268759,2026-04-13T15:33:25Z,2026-06-30T15:41:20Z,【资源分享】免费的claude opus 4.6 api - Replit,https://support.worldquantbrain.com/hc/en-us/community/posts/39710403268759,ai,screened,11,True,
|
||||
39690289189015,2026-04-12T13:31:17Z,2026-06-29T20:16:29Z,【大角羊】一分钟掌握参加Orthogonal HTVR Theme要点（三倍加成）！,https://support.worldquantbrain.com/hc/en-us/community/posts/39690289189015,general,screened,14,True,
|
||||
@@ -373,7 +379,7 @@ post_id,created_at,updated_at,title,url,group_heuristic,review_status,comments_r
|
||||
39648644834967,2026-04-10T07:51:37Z,2026-07-27T23:26:48Z,ppa一键untag代码,https://support.worldquantbrain.com/hc/en-us/community/posts/39648644834967,engineering,screened,3,True,
|
||||
39623025163415,2026-04-09T10:18:10Z,2026-06-29T02:46:14Z,别再在几百条 alpha里盲选了！我用“相关性分族 + 组内排序” 1 分钟提取数据集回测结果里最值得保留的那些alpha,https://support.worldquantbrain.com/hc/en-us/community/posts/39623025163415,portfolio,screened,10,True,
|
||||
39621432305175,2026-04-09T07:28:57Z,2026-09-04T08:13:43Z,【AIAC2.0 冠军】关于比赛过程中一些经验的交流,https://support.worldquantbrain.com/hc/en-us/community/posts/39621432305175,lessons,screened,9,True,
|
||||
39567420541079,2026-04-07T11:00:52Z,2026-09-04T09:29:19Z,【个人经验】PPA 因子筛选标准与实战心得（适合新手参考）,https://support.worldquantbrain.com/hc/en-us/community/posts/39567420541079,lessons,screened,12,True,
|
||||
39567420541079,2026-04-07T11:00:52Z,2026-09-10T06:57:01Z,【个人经验】PPA 因子筛选标准与实战心得（适合新手参考）,https://support.worldquantbrain.com/hc/en-us/community/posts/39567420541079,lessons,screened,12,True,
|
||||
39565397650839,2026-04-07T07:21:14Z,2026-04-15T16:44:18Z,低成本使用ai，助力回测！,https://support.worldquantbrain.com/hc/en-us/community/posts/39565397650839,ai,screened,1,True,
|
||||
39531360358295,2026-04-05T17:23:40Z,2026-08-26T06:44:04Z,【新人向】是否还在对华子哥数据WebDataRAW不会解压而感到苦恼！即插即用代码来了，仅需Excel就可以进行数据分析！,https://support.worldquantbrain.com/hc/en-us/community/posts/39531360358295,engineering,screened,28,True,
|
||||
39524416948887,2026-04-05T01:07:37Z,2026-07-16T01:00:28Z,"通俗易懂，从另一个角度理解一下方法vector_neut(x, y)、ts_vector_neut(x, y, d)、ts_vector_proj(x, y, d)",https://support.worldquantbrain.com/hc/en-us/community/posts/39524416948887,general,synthesized,11,True,07-professional-knowledge/data-and-signal-semantics.md
|
||||
@@ -382,28 +388,28 @@ post_id,created_at,updated_at,title,url,group_heuristic,review_status,comments_r
|
||||
39466506480663,2026-04-02T07:29:51Z,2026-07-28T07:51:41Z,【Consultant 101】手把手教你搭建本地因子库 ②,https://support.worldquantbrain.com/hc/en-us/community/posts/39466506480663,engineering,synthesized,1,True,03-engineering/architecture.md;06-sources/curated.md
|
||||
39439719861399,2026-04-01T08:57:47Z,2026-07-30T02:16:40Z,征集｜Brain 用户访谈志愿者｜参与可获 200 积分,https://support.worldquantbrain.com/hc/en-us/community/posts/39439719861399,events,screened,34,True,
|
||||
39438387680919,2026-04-01T05:55:12Z,2026-08-19T12:50:04Z,【26年4月主题活动】IQC 邀请 + Combined Alpha Performance 提升计划 (最高可获得300积分),https://support.worldquantbrain.com/hc/en-us/community/posts/39438387680919,events,screened,25,True,
|
||||
39408397746199,2026-03-31T02:44:55Z,2026-08-20T14:58:14Z,【OSMOSIS新人友好版】真正的一键打分：指定区域清空+补齐10类+标签过滤,https://support.worldquantbrain.com/hc/en-us/community/posts/39408397746199,portfolio,screened,21,True,
|
||||
39408397746199,2026-03-31T02:44:55Z,2026-09-08T01:53:13Z,【OSMOSIS新人友好版】真正的一键打分：指定区域清空+补齐10类+标签过滤,https://support.worldquantbrain.com/hc/en-us/community/posts/39408397746199,portfolio,screened,21,True,
|
||||
39368763910807,2026-03-29T08:40:07Z,2026-06-29T00:02:35Z,【ValueFactor】关于这次更新VF从0.98突然暴跌至0.75的反思与警示,https://support.worldquantbrain.com/hc/en-us/community/posts/39368763910807,lessons,synthesized,19,True,09-experience-lessons/failure-casebook.md
|
||||
39367839107095,2026-03-29T05:37:12Z,2026-08-30T14:24:22Z,手把手教学：新顾问如何安装APP+AI打工人模块,https://support.worldquantbrain.com/hc/en-us/community/posts/39367839107095,ai,screened,25,True,
|
||||
39354616684439,2026-03-28T07:33:39Z,2026-06-10T00:20:34Z,【工作流分享】基于openclaw的自动化agent工作流,https://support.worldquantbrain.com/hc/en-us/community/posts/39354616684439,ai,screened,8,True,
|
||||
39367839107095,2026-03-29T05:37:12Z,2026-09-11T00:19:43Z,手把手教学：新顾问如何安装APP+AI打工人模块,https://support.worldquantbrain.com/hc/en-us/community/posts/39367839107095,ai,screened,25,True,
|
||||
39354616684439,2026-03-28T07:33:39Z,2026-09-10T03:45:40Z,【工作流分享】基于openclaw的自动化agent工作流,https://support.worldquantbrain.com/hc/en-us/community/posts/39354616684439,ai,screened,8,True,
|
||||
39354351739415,2026-03-28T06:32:44Z,2026-07-16T08:04:28Z,【QUANT101】什么是 Non-Compensated Alpha? 如何筛选 Compensated Alpha？,https://support.worldquantbrain.com/hc/en-us/community/posts/39354351739415,general,synthesized,4,True,03-engineering/2026-operating-lessons.md
|
||||
39354315278103,2026-03-28T06:31:40Z,2026-06-10T00:20:46Z,【Agent Memory模块探索】用Supermemory在WorldQuant平台自动化挖掘Alpha因子,https://support.worldquantbrain.com/hc/en-us/community/posts/39354315278103,portfolio,screened,7,True,
|
||||
39330854528151,2026-03-27T08:00:33Z,2026-09-06T17:51:56Z,经验分享-Combine提升之路-过山车的经历真刺激，从负数到2的来时路,https://support.worldquantbrain.com/hc/en-us/community/posts/39330854528151,lessons,screened,13,True,
|
||||
39329143529751,2026-03-27T03:47:42Z,2026-06-29T13:49:39Z,【限时羊毛】只要邀请完成平台使用邮箱注册，即可获得IQC限定雨伞和背包！,https://support.worldquantbrain.com/hc/en-us/community/posts/39329143529751,events,screened,18,True,
|
||||
39319955780887,2026-03-26T19:08:49Z,2026-09-06T11:38:31Z,【经验分享】用AI 跑了几百次回测还找不到优质信号，到底是池塘没鱼还是鱼饵不对？燃烧token！给 AI 装上导航！,https://support.worldquantbrain.com/hc/en-us/community/posts/39319955780887,guides,synthesized,83,True,02-ai-mining/2026-methods-and-failures.md
|
||||
39306926420887,2026-03-26T11:18:56Z,2026-09-03T09:02:59Z,半自动化提交 试试这套代码’，高效省心,https://support.worldquantbrain.com/hc/en-us/community/posts/39306926420887,engineering,screened,3,True,
|
||||
39306926420887,2026-03-26T11:18:56Z,2026-09-03T09:02:59Z,半自动化提交 试试这套代码’，高效省心,https://support.worldquantbrain.com/hc/en-us/community/posts/39306926420887,engineering,screened,3,True,
|
||||
39305892045719,2026-03-26T09:35:11Z,2026-07-31T14:29:03Z,我依靠这套代码，半个月点了10个塔,https://support.worldquantbrain.com/hc/en-us/community/posts/39305892045719,engineering,screened,19,True,
|
||||
39304762113815,2026-03-26T07:13:47Z,2026-09-05T08:40:38Z,Harness engineering下的AI Quant,https://support.worldquantbrain.com/hc/en-us/community/posts/39304762113815,ai,screened,54,True,
|
||||
39303870526487,2026-03-26T05:03:57Z,2026-06-10T17:44:05Z,ProdCorr改造插件，【即插即用】，直观显示Category，IS Testing Status 一键直达alphaid页面 ,https://support.worldquantbrain.com/hc/en-us/community/posts/39303870526487,portfolio,screened,17,True,
|
||||
39302047350423,2026-03-26T01:37:21Z,2026-06-10T00:21:20Z,【Agent Memory 模块】OpenClaw节省Token的插件：PowerMem安装 ,https://support.worldquantbrain.com/hc/en-us/community/posts/39302047350423,ai,screened,3,True,
|
||||
39304762113815,2026-03-26T07:13:47Z,2026-09-10T04:17:24Z,Harness engineering下的AI Quant,https://support.worldquantbrain.com/hc/en-us/community/posts/39304762113815,ai,screened,54,True,
|
||||
39303870526487,2026-03-26T05:03:57Z,2026-06-10T17:44:05Z,ProdCorr改造插件，【即插即用】，直观显示Category，IS Testing Status 一键直达alphaid页面,https://support.worldquantbrain.com/hc/en-us/community/posts/39303870526487,portfolio,screened,17,True,
|
||||
39302047350423,2026-03-26T01:37:21Z,2026-06-10T00:21:20Z,【Agent Memory 模块】OpenClaw节省Token的插件：PowerMem安装,https://support.worldquantbrain.com/hc/en-us/community/posts/39302047350423,ai,screened,3,True,
|
||||
39289349830295,2026-03-25T17:07:49Z,2026-07-24T10:44:09Z,微信Clawbot接通AI打工人,https://support.worldquantbrain.com/hc/en-us/community/posts/39289349830295,ai,screened,7,True,
|
||||
39285932794391,2026-03-25T15:18:01Z,2026-09-06T15:18:05Z,鼠鼠靠着做WQ重启人生,https://support.worldquantbrain.com/hc/en-us/community/posts/39285932794391,general,screened,67,True,
|
||||
39255045175191,2026-03-24T12:51:53Z,2026-08-22T04:18:03Z,积极拥抱AI-关于Claude-Code的agent-team功能的探索,https://support.worldquantbrain.com/hc/en-us/community/posts/39255045175191,ai,screened,15,True,
|
||||
39253260827543,2026-03-24T11:12:58Z,2026-08-23T02:37:46Z,【工作流分享】Gold可用的Super Alpha挖掘策略,https://support.worldquantbrain.com/hc/en-us/community/posts/39253260827543,portfolio,screened,1,True,
|
||||
39253260827543,2026-03-24T11:12:58Z,2026-09-09T06:38:17Z,【工作流分享】Gold可用的Super Alpha挖掘策略,https://support.worldquantbrain.com/hc/en-us/community/posts/39253260827543,portfolio,screened,1,True,
|
||||
39252022275223,2026-03-24T09:05:46Z,2026-08-25T05:11:11Z,【邪修】当龙虾没有饲料了怎么办？白嫖啊！,https://support.worldquantbrain.com/hc/en-us/community/posts/39252022275223,general,screened,10,True,
|
||||
39251610735639,2026-03-24T08:15:29Z,2026-08-20T04:13:25Z,【VF 0.95收入经验分享】高VF如何拿到更高的base,https://support.worldquantbrain.com/hc/en-us/community/posts/39251610735639,lessons,screened,13,True,
|
||||
39251610735639,2026-03-24T08:15:29Z,2026-09-08T01:53:14Z,【VF 0.95收入经验分享】高VF如何拿到更高的base,https://support.worldquantbrain.com/hc/en-us/community/posts/39251610735639,lessons,screened,13,True,
|
||||
39251361791255,2026-03-24T07:48:59Z,2026-06-10T00:22:14Z,Kiro + MCP学习记录,https://support.worldquantbrain.com/hc/en-us/community/posts/39251361791255,ai,screened,0,True,
|
||||
39251146195607,2026-03-24T07:11:39Z,2026-06-27T11:51:55Z,我如何用 Codex 有soul 做 WorldQuant 自动量化研究，越用越聪明,https://support.worldquantbrain.com/hc/en-us/community/posts/39251146195607,ai,screened,8,True,
|
||||
39251146195607,2026-03-24T07:11:39Z,2026-06-27T11:51:55Z,我如何用 Codex 有soul 做 WorldQuant 自动量化研究，越用越聪明,https://support.worldquantbrain.com/hc/en-us/community/posts/39251146195607,ai,screened,8,True,
|
||||
39250162065943,2026-03-24T04:58:59Z,2026-09-06T22:04:35Z,【我退税1W，你呢】2025年个税汇算清缴已开始，看看你是不是可以退税？,https://support.worldquantbrain.com/hc/en-us/community/posts/39250162065943,general,screened,41,True,
|
||||
39249632575511,2026-03-24T03:46:09Z,2026-07-01T12:47:01Z,【ValueFactor】经验分享，纯新手VF 0.5 -> 0.97 -> 0.99,https://support.worldquantbrain.com/hc/en-us/community/posts/39249632575511,lessons,screened,6,True,
|
||||
39249078858647,2026-03-24T02:46:56Z,2026-08-18T11:50:52Z,osmosis point一键备份及恢复,https://support.worldquantbrain.com/hc/en-us/community/posts/39249078858647,portfolio,screened,0,True,
|
||||
@@ -415,12 +421,12 @@ post_id,created_at,updated_at,title,url,group_heuristic,review_status,comments_r
|
||||
39224495902103,2026-03-23T07:55:35Z,2026-06-10T00:22:56Z,新晋顾问26天经验与踩坑分享,https://support.worldquantbrain.com/hc/en-us/community/posts/39224495902103,lessons,screened,17,True,
|
||||
39224451555223,2026-03-23T07:47:43Z,2026-06-10T00:23:00Z,成为顾问的100天感想：道阻且长，唯有沉心学习。,https://support.worldquantbrain.com/hc/en-us/community/posts/39224451555223,general,screened,8,True,
|
||||
39224259294999,2026-03-23T07:15:35Z,2026-08-06T03:19:39Z,【代码分享】遇到429时，我用代码写了个一套管理机制来动态控制并发数,https://support.worldquantbrain.com/hc/en-us/community/posts/39224259294999,engineering,synthesized,0,True,03-engineering/2026-operating-lessons.md
|
||||
39223126454679,2026-03-23T04:23:56Z,2026-07-16T00:19:02Z,【AI提示词分享】一套基于Gemini Cli的因子优化提示词---即ctrl即用,https://support.worldquantbrain.com/hc/en-us/community/posts/39223126454679,optimization,screened,12,True,
|
||||
39223126454679,2026-03-23T04:23:56Z,2026-09-09T11:03:09Z,【AI提示词分享】一套基于Gemini Cli的因子优化提示词---即ctrl即用,https://support.worldquantbrain.com/hc/en-us/community/posts/39223126454679,optimization,screened,12,True,
|
||||
39223135297431,2026-03-23T04:22:04Z,2026-06-29T00:04:20Z,"""看一眼线""，那是在看啥，Alpha""续航力评分""工具",https://support.worldquantbrain.com/hc/en-us/community/posts/39223135297431,engineering,screened,11,True,
|
||||
39215982466071,2026-03-22T16:09:07Z,2026-08-08T00:46:41Z,[skills小工具]将数据库中数据封装成skills，用于AI工作流,https://support.worldquantbrain.com/hc/en-us/community/posts/39215982466071,ai,synthesized,5,True,02-ai-mining/2026-methods-and-failures.md
|
||||
39213565539095,2026-03-22T12:00:01Z,2026-07-29T14:28:19Z,【Quant101】手把手教你搭建本地因子库 ①,https://support.worldquantbrain.com/hc/en-us/community/posts/39213565539095,engineering,screened,11,True,
|
||||
39211291325335,2026-03-22T04:36:51Z,2026-08-26T06:57:45Z,成为Expert的VF爬升之路：0.68-0.98-0.99,https://support.worldquantbrain.com/hc/en-us/community/posts/39211291325335,lessons,screened,6,True,
|
||||
39202207210135,2026-03-21T13:59:19Z,2026-08-18T08:34:04Z,[代码优化]精准Osmosis10万点数（误差只有1）,https://support.worldquantbrain.com/hc/en-us/community/posts/39202207210135,portfolio,screened,3,True,
|
||||
39202207210135,2026-03-21T13:59:19Z,2026-09-07T11:47:49Z,[代码优化]精准Osmosis10万点数（误差只有1）,https://support.worldquantbrain.com/hc/en-us/community/posts/39202207210135,portfolio,screened,3,True,
|
||||
39201891253911,2026-03-21T13:28:41Z,2026-06-27T03:44:35Z,iflow cli将4月停止维护，提前使用opencode免费使用MiMo模型MiniMax等模型,https://support.worldquantbrain.com/hc/en-us/community/posts/39201891253911,ai,screened,12,True,
|
||||
39195490429847,2026-03-20T23:15:50Z,2026-07-28T12:18:09Z,WorldQuant BRAIN 量化策略影响力有向图解析：那些决定成败的关键回路,https://support.worldquantbrain.com/hc/en-us/community/posts/39195490429847,ai,screened,9,True,
|
||||
39183798681239,2026-03-20T16:23:31Z,2026-06-10T00:23:49Z,将从网页拉取的数据存储到数据库,https://support.worldquantbrain.com/hc/en-us/community/posts/39183798681239,engineering,screened,5,True,
|
||||
@@ -436,17 +442,17 @@ post_id,created_at,updated_at,title,url,group_heuristic,review_status,comments_r
|
||||
39061898258071,2026-03-16T05:55:04Z,2026-07-28T11:16:57Z,workbuddy让回测更方便,https://support.worldquantbrain.com/hc/en-us/community/posts/39061898258071,engineering,screened,14,True,
|
||||
39050410166807,2026-03-15T13:53:18Z,2026-09-03T01:53:10Z,关于IS ladder sharpe优化的一点实践经验,https://support.worldquantbrain.com/hc/en-us/community/posts/39050410166807,lessons,screened,5,True,
|
||||
39035430170135,2026-03-14T14:22:46Z,2026-07-30T02:58:45Z,【经验分享】第一个35SA的生成之路-你认为的好对SA来说不一定真的好,https://support.worldquantbrain.com/hc/en-us/community/posts/39035430170135,lessons,screened,16,True,
|
||||
39034638600343,2026-03-14T13:10:48Z,2026-06-10T00:24:52Z,写了一个专门生成提交alpha 的open claw 的skill ,https://support.worldquantbrain.com/hc/en-us/community/posts/39034638600343,ai,screened,4,True,
|
||||
39034538171159,2026-03-14T13:02:40Z,2026-08-27T12:51:09Z, 【深度分享】我是怎么给 Claude + BRAIN 做了一套全自动挖矿 Pipeline MCP 的 ,https://support.worldquantbrain.com/hc/en-us/community/posts/39034538171159,ai,screened,8,True,
|
||||
39034638600343,2026-03-14T13:10:48Z,2026-06-10T00:24:52Z,写了一个专门生成提交alpha 的open claw 的skill,https://support.worldquantbrain.com/hc/en-us/community/posts/39034638600343,ai,screened,4,True,
|
||||
39034538171159,2026-03-14T13:02:40Z,2026-08-27T12:51:09Z,【深度分享】我是怎么给 Claude + BRAIN 做了一套全自动挖矿 Pipeline MCP 的,https://support.worldquantbrain.com/hc/en-us/community/posts/39034538171159,ai,screened,8,True,
|
||||
39008832536599,2026-03-13T10:36:09Z,2026-06-10T00:25:00Z,【你用什么模型？】主流大模型评测,https://support.worldquantbrain.com/hc/en-us/community/posts/39008832536599,ai,screened,1,True,
|
||||
39007426454423,2026-03-13T07:33:02Z,2026-07-15T11:05:00Z,预测你的Osmosis combined performance排名! 看看你排在哪里？ - by 亚当,https://support.worldquantbrain.com/hc/en-us/community/posts/39007426454423,portfolio,screened,3,True,
|
||||
39007426454423,2026-03-13T07:33:02Z,2026-07-15T11:05:00Z,预测你的Osmosis combined performance排名! 看看你排在哪里？ - by 亚当,https://support.worldquantbrain.com/hc/en-us/community/posts/39007426454423,portfolio,screened,3,True,
|
||||
39007288486679,2026-03-13T07:11:51Z,2026-07-20T11:19:16Z,【base经验分享方向帖 】带你分析vf0.77 如何吃到50刀 上篇,https://support.worldquantbrain.com/hc/en-us/community/posts/39007288486679,lessons,screened,10,True,
|
||||
38989280956951,2026-03-12T15:18:17Z,2026-09-05T14:52:59Z,AI教我写模板,https://support.worldquantbrain.com/hc/en-us/community/posts/38989280956951,ai,screened,9,True,
|
||||
38989280956951,2026-03-12T15:18:17Z,2026-09-08T11:56:02Z,AI教我写模板,https://support.worldquantbrain.com/hc/en-us/community/posts/38989280956951,ai,screened,9,True,
|
||||
38980270292631,2026-03-12T04:28:30Z,2026-08-24T11:13:04Z,16815刀季度奖经验分享-小虎,https://support.worldquantbrain.com/hc/en-us/community/posts/38980270292631,events,synthesized,43,True,09-experience-lessons/competition-evidence.md
|
||||
38979392093591,2026-03-12T02:49:10Z,2026-06-30T18:10:16Z,差一点就能提交的alpha怎么救？我的10个方法,https://support.worldquantbrain.com/hc/en-us/community/posts/38979392093591,general,screened,0,True,
|
||||
38979342434455,2026-03-12T02:46:36Z,2026-08-06T06:46:57Z,【工具分享】用Claude Code + MCP搭建全自动因子挖掘流水线的实践,https://support.worldquantbrain.com/hc/en-us/community/posts/38979342434455,ai,screened,23,True,
|
||||
38953629858327,2026-03-11T06:39:16Z,2026-06-27T11:49:20Z,【VF0.74 BASE居然也能40刀！】每日base方向帖,https://support.worldquantbrain.com/hc/en-us/community/posts/38953629858327,lessons,screened,31,True,
|
||||
38932709256727,2026-03-10T14:03:07Z,2026-09-01T11:50:14Z,【经验分享】我的上分之路：Gold→Master→Grandmaster,https://support.worldquantbrain.com/hc/en-us/community/posts/38932709256727,lessons,screened,39,True,
|
||||
38932709256727,2026-03-10T14:03:07Z,2026-09-09T03:25:50Z,【经验分享】我的上分之路：Gold→Master→Grandmaster,https://support.worldquantbrain.com/hc/en-us/community/posts/38932709256727,lessons,screened,39,True,
|
||||
38927243023383,2026-03-10T08:05:28Z,2026-08-13T11:18:06Z,【贺六浑】从大厂内卷到18线小城：稳吃保底与我的两次GM进阶之路,https://support.worldquantbrain.com/hc/en-us/community/posts/38927243023383,lessons,screened,32,True,
|
||||
38927191768343,2026-03-10T07:58:12Z,2026-08-13T11:18:06Z,USA analyst一些具有经济学意义的重组数据字段,https://support.worldquantbrain.com/hc/en-us/community/posts/38927191768343,data,synthesized,23,True,01-alpha-ideas/relationship-and-extension-cards.md;07-professional-knowledge/data-and-signal-semantics.md
|
||||
38909536551575,2026-03-09T17:08:15Z,2026-06-10T00:26:42Z,【贺六浑】OpenClaw 快速安装与避坑指南,https://support.worldquantbrain.com/hc/en-us/community/posts/38909536551575,general,screened,17,True,
|
||||
@@ -463,13 +469,13 @@ post_id,created_at,updated_at,title,url,group_heuristic,review_status,comments_r
|
||||
38818912466199,2026-03-05T07:12:10Z,2026-06-10T00:27:35Z,OpenCode 零基础入门指南,https://support.worldquantbrain.com/hc/en-us/community/posts/38818912466199,general,screened,8,True,
|
||||
38791976126999,2026-03-04T09:41:15Z,2026-06-10T00:27:40Z,【AI工具推荐】OpenClaw平替--OpenWork，适用于windows系统。,https://support.worldquantbrain.com/hc/en-us/community/posts/38791976126999,ai,screened,15,True,
|
||||
38791576234647,2026-03-04T08:58:53Z,2026-08-31T16:06:50Z,TRAE配置MCP和Skills(最新),https://support.worldquantbrain.com/hc/en-us/community/posts/38791576234647,ai,screened,8,True,
|
||||
38768672144151,2026-03-03T14:20:03Z,2026-07-24T04:36:19Z,【日常生活贴】我的量化日记第十季 ,https://support.worldquantbrain.com/hc/en-us/community/posts/38768672144151,lessons,screened,1189,True,
|
||||
38768672144151,2026-03-03T14:20:03Z,2026-07-24T04:36:19Z,【日常生活贴】我的量化日记第十季,https://support.worldquantbrain.com/hc/en-us/community/posts/38768672144151,lessons,screened,1189,True,
|
||||
38767793594775,2026-03-03T13:47:25Z,2026-08-24T12:07:38Z,【经验分享】菜鸟日记——代码小白如何稳住6个月VF0.9+,https://support.worldquantbrain.com/hc/en-us/community/posts/38767793594775,lessons,screened,24,True,
|
||||
38761123396375,2026-03-03T03:24:32Z,2026-07-30T02:16:42Z,【26年3月主题活动】2026 全球量化挑战赛（IQC）推荐计划 & Osmosis 大挑战,https://support.worldquantbrain.com/hc/en-us/community/posts/38761123396375,events,screened,51,True,
|
||||
38738996110743,2026-03-02T14:23:47Z,2026-06-29T13:54:04Z,"我这个expert,领了半个master的奖金！！！",https://support.worldquantbrain.com/hc/en-us/community/posts/38738996110743,events,screened,23,True,
|
||||
38736030987927,2026-03-02T12:21:30Z,2026-07-27T01:46:40Z,[代码优化]将历史回测存储至MongoDB中,https://support.worldquantbrain.com/hc/en-us/community/posts/38736030987927,optimization,screened,8,True,
|
||||
38720223996439,2026-03-01T08:50:29Z,2026-06-10T00:30:14Z,成为expert，vf连续三个月上0.9！！！,https://support.worldquantbrain.com/hc/en-us/community/posts/38720223996439,lessons,screened,15,True,
|
||||
38706673362327,2026-02-28T09:25:43Z,2026-09-07T01:43:23Z,【MCP 提示词优化 alpha】全流程提示词,https://support.worldquantbrain.com/hc/en-us/community/posts/38706673362327,optimization,screened,59,True,
|
||||
38706673362327,2026-02-28T09:25:43Z,2026-09-10T23:54:37Z,【MCP 提示词优化 alpha】全流程提示词,https://support.worldquantbrain.com/hc/en-us/community/posts/38706673362327,optimization,screened,59,True,
|
||||
38680670654999,2026-02-27T08:02:23Z,2026-08-25T15:24:48Z,[经验分享]❌从全错到全对✅，仅一个月实现combine -1.2→3.18 + vf0.92,https://support.worldquantbrain.com/hc/en-us/community/posts/38680670654999,lessons,screened,28,True,
|
||||
38669179039255,2026-02-26T19:36:10Z,2026-08-30T01:57:22Z,EUR TOPCS1600的经验：解决Robust universe Sharpe / Sub-universe Sharpe / Weight concentration 问题,https://support.worldquantbrain.com/hc/en-us/community/posts/38669179039255,lessons,synthesized,31,True,08-alpha-optimization/diagnostic-workflow.md
|
||||
38660272769047,2026-02-26T14:51:16Z,2026-06-10T00:30:40Z,一文详解DCC比赛,https://support.worldquantbrain.com/hc/en-us/community/posts/38660272769047,general,screened,9,True,
|
||||
@@ -494,7 +500,7 @@ post_id,created_at,updated_at,title,url,group_heuristic,review_status,comments_r
|
||||
38376574647447,2026-02-13T08:20:39Z,2026-07-19T18:05:59Z,【经验分享】新人如何Combine 2.3， VF 0.9,https://support.worldquantbrain.com/hc/en-us/community/posts/38376574647447,lessons,screened,8,True,
|
||||
38375309010327,2026-02-13T05:22:07Z,2026-06-10T00:34:48Z,📢 AI Alpha 竞赛：提交前最终自查清单 (Final Self-Check List),https://support.worldquantbrain.com/hc/en-us/community/posts/38375309010327,ai,screened,10,True,
|
||||
38373794487063,2026-02-13T02:44:02Z,2026-06-10T00:34:53Z,【工具分享】简单便捷地给大模型添加skills,https://support.worldquantbrain.com/hc/en-us/community/posts/38373794487063,ai,screened,6,True,
|
||||
38353367804695,2026-02-12T13:39:47Z,2026-06-27T11:50:19Z,【WQ数据监控 v0.1.0】wqmanager.qzz.io 版本更新！ 快来看看本次 value factor 和 combined 更新情况吧！,https://support.worldquantbrain.com/hc/en-us/community/posts/38353367804695,lessons,screened,4,True,
|
||||
38353367804695,2026-02-12T13:39:47Z,2026-06-27T11:50:19Z,【WQ数据监控 v0.1.0】wqmanager.qzz.io 版本更新！ 快来看看本次 value factor 和 combined 更新情况吧！,https://support.worldquantbrain.com/hc/en-us/community/posts/38353367804695,lessons,screened,4,True,
|
||||
38349347744407,2026-02-12T08:05:12Z,2026-07-09T03:10:05Z,终于走出雾霾区，体验了一把“一柱擎天”的喜悦！！！（vf: 0.5 -> 0.14 -> 0.13 -> 0.38 ->0.81->0.95）,https://support.worldquantbrain.com/hc/en-us/community/posts/38349347744407,lessons,screened,17,True,
|
||||
38348972485911,2026-02-12T07:15:22Z,2026-06-10T00:35:09Z,0.74VF也能1RA吃到14刀！,https://support.worldquantbrain.com/hc/en-us/community/posts/38348972485911,lessons,screened,11,True,
|
||||
38320422749463,2026-02-11T07:22:25Z,2026-06-10T00:35:14Z,【经验分享】如何从expert直升GM,https://support.worldquantbrain.com/hc/en-us/community/posts/38320422749463,lessons,screened,18,True,
|
||||
@@ -511,7 +517,7 @@ post_id,created_at,updated_at,title,url,group_heuristic,review_status,comments_r
|
||||
38249576693911,2026-02-08T04:57:26Z,2026-07-31T16:43:02Z,[必要检查：OS比赛分数统计]OS比赛分数统计,https://support.worldquantbrain.com/hc/en-us/community/posts/38249576693911,general,screened,5,True,
|
||||
38235318555415,2026-02-07T05:44:22Z,2026-06-10T00:39:04Z,【送AI Token】参加今日培训AI工具助你研究效率翻倍，更有token券相送,https://support.worldquantbrain.com/hc/en-us/community/posts/38235318555415,events,screened,1,True,
|
||||
38234815701911,2026-02-07T04:16:00Z,2026-08-29T13:04:16Z,Alpha稳健性检验代码,https://support.worldquantbrain.com/hc/en-us/community/posts/38234815701911,optimization,synthesized,11,True,08-alpha-optimization/diagnostic-workflow.md
|
||||
38213050258839,2026-02-06T12:39:56Z,2026-08-23T15:52:55Z,[AIAC2][操作符] 167 操作符全示例，赋能AI 生成、优化、验证表达式,https://support.worldquantbrain.com/hc/en-us/community/posts/38213050258839,optimization,screened,11,True,
|
||||
38213050258839,2026-02-06T12:39:56Z,2026-09-09T03:55:08Z,[AIAC2][操作符] 167 操作符全示例，赋能AI 生成、优化、验证表达式,https://support.worldquantbrain.com/hc/en-us/community/posts/38213050258839,optimization,screened,11,True,
|
||||
38210807994519,2026-02-06T09:28:25Z,2026-07-29T16:04:46Z,OSMOSIS 分数分配策略 by TIGER：big head 分配法,https://support.worldquantbrain.com/hc/en-us/community/posts/38210807994519,portfolio,screened,10,True,
|
||||
38209592294167,2026-02-06T06:42:41Z,2026-06-10T00:43:16Z,VF第一次更新从0.5-0.88的感想,https://support.worldquantbrain.com/hc/en-us/community/posts/38209592294167,lessons,screened,4,True,
|
||||
38187278934551,2026-02-05T14:15:07Z,2026-06-29T14:22:04Z,data存储与主题数据高效获取方法,https://support.worldquantbrain.com/hc/en-us/community/posts/38187278934551,general,screened,9,True,
|
||||
@@ -519,38 +525,38 @@ post_id,created_at,updated_at,title,url,group_heuristic,review_status,comments_r
|
||||
38182883500055,2026-02-05T09:48:58Z,2026-07-29T14:44:42Z,OS更新后对于“这个因子到底能不能交”的一点思考 【传奇耐打王系列一】,https://support.worldquantbrain.com/hc/en-us/community/posts/38182883500055,general,screened,9,True,
|
||||
38182819864471,2026-02-05T09:38:03Z,2026-08-26T13:53:46Z,【差生文具多】WQ助手1.01版本(安卓版本),https://support.worldquantbrain.com/hc/en-us/community/posts/38182819864471,general,screened,12,True,
|
||||
38154547987607,2026-02-04T08:15:31Z,2026-06-10T00:43:46Z,【ValueFactor提升经验】从0.26->0.53->0.56->0.9->0.95的经验之谈,https://support.worldquantbrain.com/hc/en-us/community/posts/38154547987607,lessons,screened,10,True,
|
||||
38151220803095,2026-02-04T02:22:18Z,2026-09-03T09:07:10Z,AI打工人配置指南 - Windows\Mac\Linux,https://support.worldquantbrain.com/hc/en-us/community/posts/38151220803095,ai,screened,113,True,
|
||||
38151220803095,2026-02-04T02:22:18Z,2026-09-09T03:30:16Z,AI打工人配置指南 - Windows\Mac\Linux,https://support.worldquantbrain.com/hc/en-us/community/posts/38151220803095,ai,screened,113,True,
|
||||
38149908964759,2026-02-04T01:09:24Z,2026-06-10T00:43:55Z,【AI打工人Step4运行问题】针对Mac系统的代码调整,https://support.worldquantbrain.com/hc/en-us/community/posts/38149908964759,ai,screened,4,True,
|
||||
38121900955415,2026-02-03T05:48:25Z,2026-06-10T00:44:00Z,新人期升段失败 ，vf0.5-0.93的个人小结,https://support.worldquantbrain.com/hc/en-us/community/posts/38121900955415,lessons,screened,18,True,
|
||||
38121748548759,2026-02-03T05:25:48Z,2026-07-17T22:01:22Z,【WQ数据监控】wqmanager.qzz.io 一览wq-leaderboard数据,https://support.worldquantbrain.com/hc/en-us/community/posts/38121748548759,general,screened,25,True,
|
||||
38121562587543,2026-02-03T05:01:45Z,2026-06-10T00:44:11Z,萌新第一次定级怎么做到comb-1.48但是Velue Factor0.9的（踩坑教程）,https://support.worldquantbrain.com/hc/en-us/community/posts/38121562587543,lessons,screened,6,True,
|
||||
38121310515223,2026-02-03T04:33:20Z,2026-09-03T09:42:11Z,PPA活动主题限制下，提交ra点塔的一点心得。,https://support.worldquantbrain.com/hc/en-us/community/posts/38121310515223,events,screened,17,True,
|
||||
38121310515223,2026-02-03T04:33:20Z,2026-09-10T04:38:42Z,PPA活动主题限制下，提交ra点塔的一点心得。,https://support.worldquantbrain.com/hc/en-us/community/posts/38121310515223,events,screened,17,True,
|
||||
38120459173143,2026-02-03T03:10:49Z,2026-07-22T02:09:44Z,PC限流的破解小窍门：基于SC的PC优化方法,https://support.worldquantbrain.com/hc/en-us/community/posts/38120459173143,optimization,synthesized,4,True,08-alpha-optimization/diagnostic-workflow.md
|
||||
38120400657687,2026-02-03T03:03:52Z,2026-06-10T00:44:21Z,【MCP error -32000: Connection closed】解决无法连接问题（MAC系统）,https://support.worldquantbrain.com/hc/en-us/community/posts/38120400657687,ai,screened,2,True,
|
||||
38120016912407,2026-02-03T02:28:52Z,2026-06-29T02:45:50Z,【BRAIN顾问的春节精彩瞬间】马上有福·BRAIN新春喜乐会 🏮,https://support.worldquantbrain.com/hc/en-us/community/posts/38120016912407,ai,screened,159,True,
|
||||
38095332944919,2026-02-02T09:02:27Z,2026-06-10T00:44:31Z,iflow cli接入自定义大模型api,https://support.worldquantbrain.com/hc/en-us/community/posts/38095332944919,ai,screened,4,True,
|
||||
38081199177239,2026-02-01T07:44:01Z,2026-08-20T13:58:29Z,【新人向-SA的本地计算SC】复制即用！跟上后一篇PC检测代码！,https://support.worldquantbrain.com/hc/en-us/community/posts/38081199177239,engineering,screened,6,True,
|
||||
38081199177239,2026-02-01T07:44:01Z,2026-09-08T18:24:46Z,【新人向-SA的本地计算SC】复制即用！跟上后一篇PC检测代码！,https://support.worldquantbrain.com/hc/en-us/community/posts/38081199177239,engineering,screened,6,True,
|
||||
38037870580375,2026-01-30T02:11:13Z,2026-06-10T00:44:42Z,[找灵感] 我遇到的找灵感时账号登录问题,https://support.worldquantbrain.com/hc/en-us/community/posts/38037870580375,ideas,screened,6,True,
|
||||
38025695370775,2026-01-29T18:31:48Z,2026-08-09T16:28:34Z,【效率王】APP重磅升级功能：来点Alpha--重新定义AI时代123阶,https://support.worldquantbrain.com/hc/en-us/community/posts/38025695370775,ai,screened,60,True,
|
||||
38021301172759,2026-01-29T16:12:12Z,2026-06-10T00:44:54Z,关于ts_decay_linear的妙用,https://support.worldquantbrain.com/hc/en-us/community/posts/38021301172759,optimization,screened,19,True,
|
||||
38013614427671,2026-01-29T09:43:31Z,2026-08-31T06:22:43Z,Gemini CLI正确开启skills以及alpha迭代优化工作流,https://support.worldquantbrain.com/hc/en-us/community/posts/38013614427671,optimization,screened,16,True,
|
||||
38013569192983,2026-01-29T09:32:22Z,2026-06-10T00:45:04Z,使用mcp+ai挖掘alpha过程中节约token的小技巧,https://support.worldquantbrain.com/hc/en-us/community/posts/38013569192983,ai,screened,8,True,
|
||||
38011740910743,2026-01-29T05:25:34Z,2026-08-07T10:56:00Z,英伟达免费模型接入Claude Code使用AI打工人,https://support.worldquantbrain.com/hc/en-us/community/posts/38011740910743,ai,screened,13,True,
|
||||
38010074902295,2026-01-29T02:45:43Z,2026-04-30T22:54:38Z,我用 Codex + GPT-5.2 + MCP 跑通了第一个 Alpha 优化，记录一下过程,https://support.worldquantbrain.com/hc/en-us/community/posts/38010074902295,optimization,screened,3,True,
|
||||
38009162109079,2026-01-29T01:32:17Z,2026-08-15T03:37:36Z,【新手向】打造经济实用型打工人-为AI打工人配置优惠的coding plan,https://support.worldquantbrain.com/hc/en-us/community/posts/38009162109079,events,screened,4,True,
|
||||
37983679645463,2026-01-28T03:33:42Z,2026-06-10T00:45:18Z,羊毛薅不完 Google for developers 每月10刀优惠 可用于调用Gemini api 助力你的AIAC 2.0,https://support.worldquantbrain.com/hc/en-us/community/posts/37983679645463,events,screened,2,True,
|
||||
38010074902295,2026-01-29T02:45:43Z,2026-04-30T22:54:38Z,我用 Codex + GPT-5.2 + MCP 跑通了第一个 Alpha 优化，记录一下过程,https://support.worldquantbrain.com/hc/en-us/community/posts/38010074902295,optimization,screened,3,True,
|
||||
38009162109079,2026-01-29T01:32:17Z,2026-09-07T09:39:26Z,【新手向】打造经济实用型打工人-为AI打工人配置优惠的coding plan,https://support.worldquantbrain.com/hc/en-us/community/posts/38009162109079,events,screened,4,True,
|
||||
37983679645463,2026-01-28T03:33:42Z,2026-06-10T00:45:18Z,羊毛薅不完 Google for developers 每月10刀优惠 可用于调用Gemini api 助力你的AIAC 2.0,https://support.worldquantbrain.com/hc/en-us/community/posts/37983679645463,events,screened,2,True,
|
||||
37982251006487,2026-01-28T01:35:23Z,2026-08-02T08:01:06Z,白嫖指南：长期稳定免费大模型 API,https://support.worldquantbrain.com/hc/en-us/community/posts/37982251006487,ai,screened,3,True,
|
||||
37958822593175,2026-01-27T08:32:21Z,2026-06-22T00:56:47Z,[AIAC2] Alpha 生成系统：AI驱动的量化策略优化框架,https://support.worldquantbrain.com/hc/en-us/community/posts/37958822593175,optimization,screened,9,True,
|
||||
37953156945687,2026-01-26T23:49:56Z,2026-06-10T00:45:38Z,手机远程连接claudecode，24小时随时指挥AI干活！,https://support.worldquantbrain.com/hc/en-us/community/posts/37953156945687,ai,screened,7,True,
|
||||
37922239190039,2026-01-25T16:35:34Z,2026-06-10T00:45:42Z,AI打工人系列：玩转MAC系统中回测小问题,https://support.worldquantbrain.com/hc/en-us/community/posts/37922239190039,ai,screened,1,True,
|
||||
37905611580311,2026-01-24T09:12:17Z,2026-06-22T00:52:50Z,【OB】在OpenCode中使用Antigravity的Claude额度,https://support.worldquantbrain.com/hc/en-us/community/posts/37905611580311,ai,screened,0,True,
|
||||
37878120993559,2026-01-23T07:35:03Z,2026-08-07T18:40:43Z,这个因子到底能不能交？ 定级后关于因子提交的沉重反思 【传奇耐打王系列一】,https://support.worldquantbrain.com/hc/en-us/community/posts/37878120993559,general,screened,7,True,
|
||||
37878120993559,2026-01-23T07:35:03Z,2026-09-10T04:10:22Z,这个因子到底能不能交？ 定级后关于因子提交的沉重反思 【传奇耐打王系列一】,https://support.worldquantbrain.com/hc/en-us/community/posts/37878120993559,general,screened,7,True,
|
||||
37877587810327,2026-01-23T06:23:31Z,2026-09-07T05:51:42Z,GLB区域使用ppa点塔,https://support.worldquantbrain.com/hc/en-us/community/posts/37877587810327,general,screened,15,True,
|
||||
37858237686167,2026-01-22T14:48:04Z,2026-08-07T10:46:14Z,基于论坛的 Super Alpha 全自动化框架：从策略生成到最大独立集优化 (附完整源码),https://support.worldquantbrain.com/hc/en-us/community/posts/37858237686167,portfolio,screened,2,True,
|
||||
37858237686167,2026-01-22T14:48:04Z,2026-09-08T05:36:48Z,基于论坛的 Super Alpha 全自动化框架：从策略生成到最大独立集优化 (附完整源码),https://support.worldquantbrain.com/hc/en-us/community/posts/37858237686167,portfolio,screened,2,True,
|
||||
37857879534487,2026-01-22T14:35:22Z,2026-07-19T05:51:32Z,opencode+skills全自动优化alpha,https://support.worldquantbrain.com/hc/en-us/community/posts/37857879534487,optimization,screened,3,True,
|
||||
37856141500951,2026-01-22T13:24:07Z,2026-06-10T00:46:07Z,【Community Leader - 因子构造】gemini_cli_sdk + 双agent，打造一个听话的挖掘工2,https://support.worldquantbrain.com/hc/en-us/community/posts/37856141500951,ideas,screened,1,True,
|
||||
37852483070743,2026-01-22T07:57:28Z,2026-06-10T00:46:12Z,iflow提示API账户余额不足（Insufficient Balance）？不要急，切换个模型即可,https://support.worldquantbrain.com/hc/en-us/community/posts/37852483070743,ai,screened,2,True,
|
||||
37852378086039,2026-01-22T07:34:32Z,2026-09-04T09:44:30Z,【ValueFactor】0.38->0.89->1->0.99->1的自我救赎 ,https://support.worldquantbrain.com/hc/en-us/community/posts/37852378086039,lessons,screened,10,True,
|
||||
37852378086039,2026-01-22T07:34:32Z,2026-09-04T09:44:30Z,【ValueFactor】0.38->0.89->1->0.99->1的自我救赎,https://support.worldquantbrain.com/hc/en-us/community/posts/37852378086039,lessons,screened,10,True,
|
||||
37831022530583,2026-01-21T15:34:49Z,2026-07-17T23:10:10Z,Trae+SKILL+规则+记忆=AI全自动挖掘因子,https://support.worldquantbrain.com/hc/en-us/community/posts/37831022530583,ai,screened,6,True,
|
||||
37828798034711,2026-01-21T14:15:58Z,2026-06-10T00:46:25Z,【一键切换API供应商】小白也能配置，AI打工人的辅助神器，适用Claude Code、Codex、Gemini CLI,https://support.worldquantbrain.com/hc/en-us/community/posts/37828798034711,ai,screened,2,True,
|
||||
37824943159959,2026-01-21T10:21:06Z,2026-06-10T00:46:29Z,【大角羊】一分钟掌握参加AIAC2.0比赛要点！,https://support.worldquantbrain.com/hc/en-us/community/posts/37824943159959,ai,screened,15,True,
|
||||
@@ -560,12 +566,12 @@ post_id,created_at,updated_at,title,url,group_heuristic,review_status,comments_r
|
||||
37820360761367,2026-01-21T01:35:01Z,2026-06-10T00:46:48Z,英伟达免费白嫖 minimax-m2.1 和 glm4.7 模型,https://support.worldquantbrain.com/hc/en-us/community/posts/37820360761367,ai,screened,3,True,
|
||||
37800870021015,2026-01-20T14:33:19Z,2026-09-01T16:19:03Z,【”羊毛“合集】可供使用的AI免费资源,https://support.worldquantbrain.com/hc/en-us/community/posts/37800870021015,guides,screened,26,True,
|
||||
37797346107671,2026-01-20T11:42:14Z,2026-06-10T00:46:57Z,【傻瓜式安装教程】傻瓜式安装claude-code-router使用ai打工人的免费api,https://support.worldquantbrain.com/hc/en-us/community/posts/37797346107671,ai,screened,10,True,
|
||||
37796479641111,2026-01-20T10:20:45Z,2026-06-29T13:52:09Z,【日常生活贴】我的量化日记第九季 ,https://support.worldquantbrain.com/hc/en-us/community/posts/37796479641111,lessons,screened,1020,True,
|
||||
37796479641111,2026-01-20T10:20:45Z,2026-06-29T13:52:09Z,【日常生活贴】我的量化日记第九季,https://support.worldquantbrain.com/hc/en-us/community/posts/37796479641111,lessons,screened,1020,True,
|
||||
37780459876119,2026-01-19T17:00:50Z,2026-06-10T17:44:10Z,【实用报表】多维度分析Alpha最新2023年OS趋势,https://support.worldquantbrain.com/hc/en-us/community/posts/37780459876119,general,screened,9,True,
|
||||
37776070276119,2026-01-19T14:14:28Z,2026-07-21T15:38:26Z,【工具推荐】claude-code-proxy + AI打工人：使用免费的大模型白嫖打工人！,https://support.worldquantbrain.com/hc/en-us/community/posts/37776070276119,ai,screened,8,True,
|
||||
37762717623063,2026-01-18T16:52:39Z,2026-06-10T00:47:18Z,【AI桌面插件】作为智能助手寻找 Alpha 模版和灵感,https://support.worldquantbrain.com/hc/en-us/community/posts/37762717623063,ideas,screened,5,True,
|
||||
37760676701463,2026-01-18T12:58:32Z,2026-06-10T00:47:22Z,Mac OS设置cnhkmcp环境,https://support.worldquantbrain.com/hc/en-us/community/posts/37760676701463,ai,screened,1,True,
|
||||
37760428555287,2026-01-18T12:23:49Z,2026-07-03T16:58:10Z, [工具分享] 追踪每一次cnhkmcp的更新,https://support.worldquantbrain.com/hc/en-us/community/posts/37760428555287,ai,screened,2,True,
|
||||
37760428555287,2026-01-18T12:23:49Z,2026-07-03T16:58:10Z,[工具分享] 追踪每一次cnhkmcp的更新,https://support.worldquantbrain.com/hc/en-us/community/posts/37760428555287,ai,screened,2,True,
|
||||
37759477785239,2026-01-18T09:47:10Z,2026-08-07T10:44:23Z,[Alpha优化] 提高Robust Universie Sharp，提高Sub Universe Sharp，降低Turnover的常见方式,https://support.worldquantbrain.com/hc/en-us/community/posts/37759477785239,optimization,screened,12,True,
|
||||
37745706080407,2026-01-17T08:00:15Z,2026-06-22T00:23:32Z,【SKILLS everywhere】自动同步skills，从claude到gemini，codex，iflow,https://support.worldquantbrain.com/hc/en-us/community/posts/37745706080407,ai,screened,6,True,
|
||||
37744709099671,2026-01-17T05:17:18Z,2026-06-10T00:47:42Z,最新MacOS tahoe 系统如何解决运行APP后打开回测器报错解决方案,https://support.worldquantbrain.com/hc/en-us/community/posts/37744709099671,engineering,screened,1,True,
|
||||
@@ -604,8 +610,8 @@ post_id,created_at,updated_at,title,url,group_heuristic,review_status,comments_r
|
||||
37553419414807,2026-01-09T07:59:05Z,2026-07-26T13:05:22Z,【贺六浑】 回测次数到达4700，自动强制终止回测 开箱即用脚本,https://support.worldquantbrain.com/hc/en-us/community/posts/37553419414807,engineering,screened,6,True,
|
||||
37531632149783,2026-01-08T15:26:38Z,2026-06-10T00:50:18Z,在获取数据集的时候返回API rate limit exceeded,https://support.worldquantbrain.com/hc/en-us/community/posts/37531632149783,data,screened,6,True,
|
||||
37525915867671,2026-01-08T11:02:08Z,2026-07-20T05:30:46Z,【Community Leader -因子构造 💎】拯救IND地区Robust universe Sharpe测试不通过的一个新思路,https://support.worldquantbrain.com/hc/en-us/community/posts/37525915867671,ideas,synthesized,18,True,01-alpha-ideas/relationship-and-extension-cards.md;08-alpha-optimization/diagnostic-workflow.md
|
||||
37523762919575,2026-01-08T06:31:36Z,2026-08-28T22:07:36Z,新手福音，全自动爬山算法，1个Alpha变N个！！！（开箱即用）,https://support.worldquantbrain.com/hc/en-us/community/posts/37523762919575,general,screened,24,True,
|
||||
37503393839895,2026-01-07T15:32:28Z,2026-02-28T07:18:35Z,[Gemini大王]同时调取多个Gemini Cli完成不同工作,https://support.worldquantbrain.com/hc/en-us/community/posts/37503393839895,ai,screened,3,True,
|
||||
37523762919575,2026-01-08T06:31:36Z,2026-09-10T23:33:51Z,新手福音，全自动爬山算法，1个Alpha变N个！！！（开箱即用）,https://support.worldquantbrain.com/hc/en-us/community/posts/37523762919575,general,screened,24,True,
|
||||
37503393839895,2026-01-07T15:32:28Z,2026-09-08T01:53:19Z,[Gemini大王]同时调取多个Gemini Cli完成不同工作,https://support.worldquantbrain.com/hc/en-us/community/posts/37503393839895,ai,screened,3,True,
|
||||
37495491312407,2026-01-07T06:52:07Z,2026-01-17T12:29:52Z,【代码优化】一句话debug：429？多try一下就好啦！,https://support.worldquantbrain.com/hc/en-us/community/posts/37495491312407,optimization,screened,2,True,
|
||||
37495033591447,2026-01-07T05:55:18Z,2026-08-24T04:48:37Z,QuantGo Kit：基于Grafana的WorldQuant量化可视化篇,https://support.worldquantbrain.com/hc/en-us/community/posts/37495033591447,general,screened,5,True,
|
||||
37494588760343,2026-01-07T04:56:49Z,2026-05-17T07:10:31Z,【代码优化】缘分一道桥429 频繁报错 + 解析误判的一个实用修法（亲测有效）,https://support.worldquantbrain.com/hc/en-us/community/posts/37494588760343,optimization,screened,4,True,
|
||||
@@ -619,6 +625,6 @@ post_id,created_at,updated_at,title,url,group_heuristic,review_status,comments_r
|
||||
37427295710359,2026-01-04T09:45:08Z,2026-08-01T04:49:27Z,[SuperAlpha] 基于SuperAlpha数据分析师--Own极简回测次数源源不断三五(附代码),https://support.worldquantbrain.com/hc/en-us/community/posts/37427295710359,portfolio,screened,19,True,
|
||||
37389747140119,2026-01-02T06:57:14Z,2026-02-02T08:11:24Z,Brain Labs填充缺失值使用未来数据吗？,https://support.worldquantbrain.com/hc/en-us/community/posts/37389747140119,ai,screened,2,True,
|
||||
37388868198423,2026-01-02T04:37:56Z,2026-08-14T05:27:45Z,2025年踩坑经验总结 vf 0.5->0.13->0.38->0.81； Combined Alpha Performance 0.68->0.06->-0.58->0.36；,https://support.worldquantbrain.com/hc/en-us/community/posts/37388868198423,lessons,synthesized,5,True,09-experience-lessons/failure-casebook.md
|
||||
37388646548119,2026-01-02T04:12:54Z,2026-09-06T12:19:42Z,[工具分享]一键 Robust Sharpe优化辅助,https://support.worldquantbrain.com/hc/en-us/community/posts/37388646548119,optimization,screened,9,True,
|
||||
37388646548119,2026-01-02T04:12:54Z,2026-09-06T12:19:42Z,[工具分享]一键 Robust Sharpe优化辅助,https://support.worldquantbrain.com/hc/en-us/community/posts/37388646548119,optimization,screened,9,True,
|
||||
37386294914199,2026-01-01T23:54:25Z,2026-07-12T10:24:28Z,[cnhkmcp APP] 导出带settings的json批量回测--断点续传，智能重试,https://support.worldquantbrain.com/hc/en-us/community/posts/37386294914199,ai,screened,1,True,
|
||||
37377610926999,2026-01-01T07:46:19Z,2026-07-25T10:32:22Z,获取生产相关性代码改进,https://support.worldquantbrain.com/hc/en-us/community/posts/37377610926999,portfolio,screened,1,True,
|
||||
|
||||
|
@@ -1,6 +1,8 @@
|
||||
# WorldQuant 研究重启知识库
|
||||
|
||||
整理时间：2026-09-07，Asia/Shanghai。论坛严格按 **2026-01-01 起的发帖时间**筛选；旧帖即使今年更新、被邮件或合集引用，也不纳入论坛研究来源。面向个人研究，不包含已运行或保证有效的 Alpha。
|
||||
首次整理：2026-09-07；论坛最近同步：2026-09-11，Asia/Shanghai。论坛严格按 **2026-01-01 起的发帖时间**筛选；旧帖即使今年更新、被邮件或合集引用，也不纳入论坛研究来源。面向个人研究，不包含已运行或保证有效的 Alpha。
|
||||
|
||||
9 月 11 日增量：论坛索引现有 **629 篇帖子、9,587 条评论**，新增收录 6 篇（其中 1 篇为 9 月 5 日漏收来源），并补齐原有三篇帖子的 6 条历史评论。新增 ARC2026 官方 FAQ 复核、跨区域重跑经验及论坛公告，见 [平台更新](04-platform/current-updates.md) 和 [工程经验](03-engineering/2026-operating-lessons.md)。首次完整比较基线已建立；旧帖更新时间变化不能直接等同正文编辑，详见 [来源与覆盖](06-sources/README.md)。
|
||||
|
||||
**先更新研究方向，再恢复回测规模。** 当前最值得投入的是有经济解释的低相关信号、能保留失败证据的 AI 实验闭环，以及组合层的增量价值。不要把“提交数量”“Token 消耗”当作研究进展。
|
||||
|
||||
@@ -33,6 +35,6 @@
|
||||
|
||||
官方文章和官方邮件用于确认规则；论坛正文和评论用于获得研究线索。作者报告的 Sharpe、收益、耗时和成功率均未在本次任务中复现。“建议”“实验设计”是基于材料整理的研究方案，不是平台要求。
|
||||
|
||||
已获取 708 封范围内邮件的 MIME 正文、中文论坛今年新发的 **623 篇帖子及其 9,572 条评论**。今年帖子完成标题与正文主旨初筛，按研究价值进一步精读正文和实质评论；没有逐条精读全部评论，图片中的全部公式与回测截图也未逐张核验。来源覆盖与阅读层次见 [覆盖记录](06-sources/README.md)，每帖类别、评论采集数与本库引用位置见 [2026 阅读索引](06-sources/forum-review-2026.csv)。未导出邮件全文、认证信息、Cookie、退订令牌或会议私人加入链接。
|
||||
9 月 7 日历史基线取得 708 封范围内邮件的 MIME 正文、中文论坛今年新发的 **623 篇帖子及其 9,572 条评论**；本周没有同步邮件。历史帖子完成标题与正文主旨初筛，按研究价值进一步精读正文和实质评论；没有逐条精读全部评论，图片中的全部公式与回测截图也未逐张核验。来源覆盖与阅读层次见 [覆盖记录](06-sources/README.md)，每帖类别、评论采集数与本库引用位置见 [2026 阅读索引](06-sources/forum-review-2026.csv)。未导出邮件全文、认证信息、Cookie、退订令牌或会议私人加入链接。
|
||||
|
||||
文件位于当前工作树 `docs/worldquant-knowledge-base/`。用户提供的 `docs/worldquant-mail-index.html` 在指定主目录及本工作树均未找到，因此重建了来源目录。现有系统方案与代码未改动。
|
||||
|
||||
@@ -1,5 +1,5 @@
|
||||
import { useEffect, useState } from "react";
|
||||
import { Toast } from "@douyinfe/semi-ui-19";
|
||||
import { Table, Toast } from "@douyinfe/semi-ui-19";
|
||||
import { api, formatNumber, formatTime, stateLabels } from "../api";
|
||||
import { PnlChart } from "../components/PnlChart";
|
||||
import type { Alpha, Pnl, Research } from "../types";
|
||||
@@ -62,26 +62,33 @@ export function AlphaToolCard({ call, onAction, timezone }: ToolCardProps) {
|
||||
<small>
|
||||
{alpha.id} · {alpha.region ?? "地区未提供"}
|
||||
</small>
|
||||
<table>
|
||||
<thead>
|
||||
<tr>
|
||||
<th>Sharpe</th>
|
||||
<th>Fitness</th>
|
||||
<th>Turnover</th>
|
||||
</tr>
|
||||
</thead>
|
||||
<tbody>
|
||||
<tr>
|
||||
<td>{formatNumber(alpha.sharpe)}</td>
|
||||
<td>{formatNumber(alpha.fitness)}</td>
|
||||
<td>
|
||||
{alpha.turnover == null
|
||||
<Table<Alpha>
|
||||
dataSource={[alpha]}
|
||||
rowKey="id"
|
||||
pagination={false}
|
||||
size="small"
|
||||
tableLayout="fixed"
|
||||
columns={[
|
||||
{
|
||||
title: "Sharpe",
|
||||
key: "sharpe",
|
||||
render: (_, alpha) => formatNumber(alpha.sharpe),
|
||||
},
|
||||
{
|
||||
title: "Fitness",
|
||||
key: "fitness",
|
||||
render: (_, alpha) => formatNumber(alpha.fitness),
|
||||
},
|
||||
{
|
||||
title: "Turnover",
|
||||
key: "turnover",
|
||||
render: (_, alpha) =>
|
||||
alpha.turnover == null
|
||||
? "未提供"
|
||||
: `${formatNumber(alpha.turnover * 100)}%`}
|
||||
</td>
|
||||
</tr>
|
||||
</tbody>
|
||||
</table>
|
||||
: `${formatNumber(alpha.turnover * 100)}%`,
|
||||
},
|
||||
]}
|
||||
/>
|
||||
<small>本地快照 · {formatTime(alpha.synced_at, timezone)}</small>
|
||||
</div>
|
||||
))}
|
||||
|
||||
@@ -369,26 +369,10 @@
|
||||
text-align: left;
|
||||
overflow-wrap: anywhere;
|
||||
}
|
||||
.ai-alpha-results table {
|
||||
width: 100%;
|
||||
text-align: left;
|
||||
.ai-alpha-results .semi-table {
|
||||
margin-top: var(--space-2);
|
||||
border-collapse: collapse;
|
||||
table-layout: fixed;
|
||||
font-variant-numeric: tabular-nums;
|
||||
}
|
||||
.ai-alpha-results th,
|
||||
.ai-alpha-results td {
|
||||
white-space: nowrap;
|
||||
overflow: hidden;
|
||||
text-overflow: ellipsis;
|
||||
font-weight: 400;
|
||||
padding: var(--space-1) 0;
|
||||
}
|
||||
.ai-alpha-results th {
|
||||
color: var(--muted);
|
||||
font-size: 12px;
|
||||
}
|
||||
.ai-resize {
|
||||
position: absolute;
|
||||
left: -4px;
|
||||
|
||||
@@ -5,6 +5,7 @@ import {
|
||||
Button,
|
||||
Input,
|
||||
Spin,
|
||||
Table,
|
||||
Tag,
|
||||
Toast,
|
||||
} from "@douyinfe/semi-ui-19";
|
||||
@@ -374,46 +375,56 @@ export function AccountPage({
|
||||
))}
|
||||
</div>
|
||||
<div className="usage-table-wrap">
|
||||
<table className="usage-table">
|
||||
<thead>
|
||||
<tr>
|
||||
<th>用量类型</th>
|
||||
<th>今日</th>
|
||||
<th>昨日</th>
|
||||
<th>每日上限</th>
|
||||
<th>剩余额度</th>
|
||||
</tr>
|
||||
</thead>
|
||||
<tbody>
|
||||
{(
|
||||
[
|
||||
["submissions", "Alpha 提交"],
|
||||
["simulations", "回测"],
|
||||
] as const
|
||||
).map(([key, label]) => (
|
||||
<tr key={key}>
|
||||
<th scope="row">{label}</th>
|
||||
<td>
|
||||
{usage?.[key]?.today == null
|
||||
? "尚无当日记录"
|
||||
: count(usage[key]?.today)}
|
||||
</td>
|
||||
<td title={usage?.[key]?.yesterday_date ?? undefined}>
|
||||
<Table<{ key: "submissions" | "simulations"; label: string }>
|
||||
className="usage-table"
|
||||
dataSource={[
|
||||
{ key: "submissions", label: "Alpha 提交" },
|
||||
{ key: "simulations", label: "回测" },
|
||||
]}
|
||||
rowKey="key"
|
||||
pagination={false}
|
||||
size="small"
|
||||
style={{ minWidth: 640 }}
|
||||
columns={[
|
||||
{ title: "用量类型", dataIndex: "label", width: 120 },
|
||||
{
|
||||
title: "今日",
|
||||
key: "today",
|
||||
render: (_, { key }) =>
|
||||
usage?.[key]?.today == null
|
||||
? "尚无当日记录"
|
||||
: count(usage[key]?.today),
|
||||
},
|
||||
{
|
||||
title: "昨日",
|
||||
key: "yesterday",
|
||||
render: (_, { key }) => (
|
||||
<span title={usage?.[key]?.yesterday_date ?? undefined}>
|
||||
{count(usage?.[key]?.yesterday)}
|
||||
</td>
|
||||
<td>
|
||||
</span>
|
||||
),
|
||||
},
|
||||
{
|
||||
title: "每日上限",
|
||||
key: "limit",
|
||||
render: (_, { key }) => (
|
||||
<>
|
||||
{usage?.[key]?.limit == null
|
||||
? "平台未返回"
|
||||
: count(usage[key]?.limit)}
|
||||
{key === "simulations" &&
|
||||
usage?.simulations?.limit != null &&
|
||||
"（本地设定）"}
|
||||
</td>
|
||||
<td>{count(usage?.[key]?.remaining)}</td>
|
||||
</tr>
|
||||
))}
|
||||
</tbody>
|
||||
</table>
|
||||
</>
|
||||
),
|
||||
},
|
||||
{
|
||||
title: "剩余额度",
|
||||
key: "remaining",
|
||||
render: (_, { key }) => count(usage?.[key]?.remaining),
|
||||
},
|
||||
]}
|
||||
/>
|
||||
</div>
|
||||
<p className="usage-note">
|
||||
回测按本地每日额度计算剩余次数；活动统计可能延迟，当日次数未知时不估算余额。
|
||||
|
||||
@@ -1,5 +1,5 @@
|
||||
import { useEffect, useState } from "react";
|
||||
import { Banner, Button, Input, Spin } from "@douyinfe/semi-ui-19";
|
||||
import { Banner, Button, Input, Spin, Table } from "@douyinfe/semi-ui-19";
|
||||
import { api, formatTime } from "../api";
|
||||
import type { Account } from "../types";
|
||||
import "./home.css";
|
||||
@@ -312,27 +312,50 @@ function PyramidPanel({
|
||||
</span>
|
||||
</div>
|
||||
<div className="home-table-wrap">
|
||||
<table>
|
||||
<thead>
|
||||
<tr>
|
||||
<th>地区</th>
|
||||
<th>延迟</th>
|
||||
<th>数据类别</th>
|
||||
<th>{metric}</th>
|
||||
</tr>
|
||||
</thead>
|
||||
<tbody>
|
||||
{rows.map((row, index) => (
|
||||
<tr
|
||||
key={`${row.region}:${row.delay}:${row.category_id}:${index}`}
|
||||
>
|
||||
<td>{row.region}</td>
|
||||
<td>D{row.delay}</td>
|
||||
<td>
|
||||
<Table<PyramidRow>
|
||||
dataSource={rows}
|
||||
rowKey={(row) =>
|
||||
row ? `${row.region}:${row.delay}:${row.category_id}` : ""
|
||||
}
|
||||
pagination={false}
|
||||
size="small"
|
||||
sticky
|
||||
style={{ minWidth: 440 }}
|
||||
empty={
|
||||
state.data.items.length
|
||||
? "没有匹配的 Pyramid 类别。"
|
||||
: "平台暂未返回 Pyramid 数据。"
|
||||
}
|
||||
columns={[
|
||||
{
|
||||
title: "地区",
|
||||
key: "region",
|
||||
width: 64,
|
||||
render: (_, row) => row.region,
|
||||
},
|
||||
{
|
||||
title: "延迟",
|
||||
key: "delay",
|
||||
width: 64,
|
||||
render: (_, row) => <>D{row.delay}</>,
|
||||
},
|
||||
{
|
||||
title: "数据类别",
|
||||
key: "category",
|
||||
render: (_, row) => (
|
||||
<>
|
||||
<strong>{row.category_name}</strong>
|
||||
<small>{row.category_id}</small>
|
||||
</td>
|
||||
<td>
|
||||
</>
|
||||
),
|
||||
},
|
||||
{
|
||||
title: metric,
|
||||
key: "value",
|
||||
width: 110,
|
||||
align: "right",
|
||||
render: (_, row) => (
|
||||
<>
|
||||
<div className="home-value">
|
||||
{row.value === null
|
||||
? "—"
|
||||
@@ -345,18 +368,11 @@ function PyramidPanel({
|
||||
}}
|
||||
/>
|
||||
</div>
|
||||
</td>
|
||||
</tr>
|
||||
))}
|
||||
</tbody>
|
||||
</table>
|
||||
{!rows.length && (
|
||||
<div className="home-empty">
|
||||
{state.data.items.length
|
||||
? "没有匹配的 Pyramid 类别。"
|
||||
: "平台暂未返回 Pyramid 数据。"}
|
||||
</div>
|
||||
)}
|
||||
</>
|
||||
),
|
||||
},
|
||||
]}
|
||||
/>
|
||||
</div>
|
||||
<footer>
|
||||
{metric === "Alpha 数量" && (
|
||||
|
||||
@@ -1,5 +1,5 @@
|
||||
import { useEffect, useState } from "react";
|
||||
import { Banner, Button, Input, Toast } from "@douyinfe/semi-ui-19";
|
||||
import { Banner, Button, Input, Table, Toast } from "@douyinfe/semi-ui-19";
|
||||
import { api, formatTime, post } from "../api";
|
||||
import "./mcp-keys.css";
|
||||
|
||||
@@ -23,6 +23,7 @@ type TokenPage = {
|
||||
const scopes = [
|
||||
["research:read", "读取研究数据", "查询目录、历史、运行与结果"],
|
||||
["research:refresh", "刷新研究数据", "更新缓存、检查自相关及恢复 WorldQuant 认证"],
|
||||
["research:write", "保存研究模板", "保存大模型总结的模板及来源，供后续批量回测"],
|
||||
["backtests:execute", "执行回测", "提交新的回测批次"],
|
||||
["backtests:control", "控制回测", "暂停、继续、停止与恢复采集"],
|
||||
] as const;
|
||||
@@ -246,71 +247,88 @@ export function MCPKeysPage() {
|
||||
已创建的 Key <span className="mcp-key-count">{data?.total ?? 0}</span>
|
||||
</h2>
|
||||
<div className="mcp-key-table">
|
||||
<table>
|
||||
<thead>
|
||||
<tr>
|
||||
<th>名称</th>
|
||||
<th>权限</th>
|
||||
<th>状态</th>
|
||||
<th>创建时间</th>
|
||||
<th>到期时间</th>
|
||||
<th>操作</th>
|
||||
</tr>
|
||||
</thead>
|
||||
<tbody>
|
||||
{data?.items.map((item) => (
|
||||
<tr key={item.id}>
|
||||
<td>
|
||||
<Table<Token>
|
||||
dataSource={data?.items ?? []}
|
||||
rowKey="id"
|
||||
pagination={false}
|
||||
size="small"
|
||||
style={{ minWidth: 1040 }}
|
||||
loading={loading}
|
||||
empty="暂无 MCP Key。"
|
||||
columns={[
|
||||
{
|
||||
title: "名称",
|
||||
key: "name",
|
||||
width: 240,
|
||||
render: (_, item) => (
|
||||
<>
|
||||
<strong>{item.name}</strong>
|
||||
<small>{item.id}</small>
|
||||
</td>
|
||||
<td>
|
||||
{item.scopes.map((scope) => (
|
||||
<small key={scope}>
|
||||
{scopes.find(([value]) => value === scope)?.[1] ??
|
||||
scope}
|
||||
</small>
|
||||
))}
|
||||
</td>
|
||||
<td>{labels[item.status]}</td>
|
||||
<td>{formatTime(item.created_at)}</td>
|
||||
<td>{formatTime(item.expires_at)}</td>
|
||||
<td>
|
||||
{item.revoked_at ? (
|
||||
"—"
|
||||
) : revoking === item.id ? (
|
||||
<div>
|
||||
<p>撤销后新请求立即失效，已受理回测继续执行。</p>
|
||||
<Button
|
||||
type="danger"
|
||||
disabled={busy}
|
||||
onClick={() => void revoke(item.id)}
|
||||
>
|
||||
确认撤销
|
||||
</Button>
|
||||
<Button
|
||||
disabled={busy}
|
||||
onClick={() => setRevoking(null)}
|
||||
>
|
||||
取消
|
||||
</Button>
|
||||
</div>
|
||||
) : (
|
||||
</>
|
||||
),
|
||||
},
|
||||
{
|
||||
title: "权限",
|
||||
key: "scopes",
|
||||
width: 200,
|
||||
render: (_, item) =>
|
||||
item.scopes.map((scope) => (
|
||||
<small key={scope}>
|
||||
{scopes.find(([value]) => value === scope)?.[1] ?? scope}
|
||||
</small>
|
||||
)),
|
||||
},
|
||||
{
|
||||
title: "状态",
|
||||
key: "status",
|
||||
width: 100,
|
||||
render: (_, item) => labels[item.status],
|
||||
},
|
||||
{
|
||||
title: "创建时间",
|
||||
key: "created_at",
|
||||
width: 180,
|
||||
render: (_, item) => formatTime(item.created_at),
|
||||
},
|
||||
{
|
||||
title: "到期时间",
|
||||
key: "expires_at",
|
||||
width: 180,
|
||||
render: (_, item) => formatTime(item.expires_at),
|
||||
},
|
||||
{
|
||||
title: "操作",
|
||||
key: "actions",
|
||||
render: (_, item) =>
|
||||
item.revoked_at ? (
|
||||
"—"
|
||||
) : revoking === item.id ? (
|
||||
<div>
|
||||
<p>撤销后新请求立即失效，已受理回测继续执行。</p>
|
||||
<Button
|
||||
type="danger"
|
||||
disabled={busy}
|
||||
onClick={() => setRevoking(item.id)}
|
||||
onClick={() => void revoke(item.id)}
|
||||
>
|
||||
撤销
|
||||
确认撤销
|
||||
</Button>
|
||||
)}
|
||||
</td>
|
||||
</tr>
|
||||
))}
|
||||
</tbody>
|
||||
</table>
|
||||
<Button disabled={busy} onClick={() => setRevoking(null)}>
|
||||
取消
|
||||
</Button>
|
||||
</div>
|
||||
) : (
|
||||
<Button
|
||||
type="danger"
|
||||
disabled={busy}
|
||||
onClick={() => setRevoking(item.id)}
|
||||
>
|
||||
撤销
|
||||
</Button>
|
||||
),
|
||||
},
|
||||
]}
|
||||
/>
|
||||
</div>
|
||||
{!loading && !data?.items.length && <p>暂无 MCP Key。</p>}
|
||||
<div className="mcp-key-actions">
|
||||
<Button
|
||||
disabled={offset === 0 || loading || busy}
|
||||
|
||||
@@ -126,31 +126,6 @@ body[theme-mode="dark"] .home-date-fields input {
|
||||
max-height: 420px;
|
||||
overflow: auto;
|
||||
}
|
||||
.home-panel table {
|
||||
width: 100%;
|
||||
border-collapse: separate;
|
||||
border-spacing: 0;
|
||||
text-align: left;
|
||||
font-size: 13px;
|
||||
}
|
||||
.home-panel th {
|
||||
position: sticky;
|
||||
top: 0;
|
||||
z-index: 1;
|
||||
background: var(--canvas);
|
||||
font-weight: 500;
|
||||
color: var(--muted);
|
||||
white-space: nowrap;
|
||||
}
|
||||
.home-panel td,
|
||||
.home-panel th {
|
||||
padding: 12px 16px;
|
||||
border-bottom: 1px solid var(--line);
|
||||
}
|
||||
.home-panel td:first-child,
|
||||
.home-panel td:nth-child(2) {
|
||||
white-space: nowrap;
|
||||
}
|
||||
.home-panel td strong {
|
||||
font-weight: 400;
|
||||
overflow-wrap: anywhere;
|
||||
@@ -161,10 +136,6 @@ body[theme-mode="dark"] .home-date-fields input {
|
||||
color: var(--muted);
|
||||
overflow-wrap: anywhere;
|
||||
}
|
||||
.home-panel td:last-child {
|
||||
min-width: 96px;
|
||||
text-align: right;
|
||||
}
|
||||
.home-value {
|
||||
font-variant-numeric: tabular-nums;
|
||||
font-weight: 500;
|
||||
@@ -210,8 +181,4 @@ body[theme-mode="dark"] .home-date-fields input {
|
||||
.home-heading {
|
||||
align-items: flex-start;
|
||||
}
|
||||
.home-panel td,
|
||||
.home-panel th {
|
||||
padding: 10px;
|
||||
}
|
||||
}
|
||||
|
||||
@@ -84,21 +84,9 @@
|
||||
.mcp-key-table {
|
||||
overflow: auto;
|
||||
}
|
||||
.mcp-key-table table {
|
||||
width: 100%;
|
||||
border-collapse: collapse;
|
||||
text-align: left;
|
||||
}
|
||||
.mcp-key-table th,
|
||||
.mcp-key-table td {
|
||||
padding: 12px;
|
||||
border-bottom: 1px solid var(--semi-color-border);
|
||||
.mcp-key-table .semi-table-row-cell {
|
||||
vertical-align: top;
|
||||
}
|
||||
.mcp-key-table th {
|
||||
color: var(--semi-color-text-2);
|
||||
font-weight: 500;
|
||||
white-space: nowrap;
|
||||
overflow-wrap: anywhere;
|
||||
}
|
||||
.mcp-key-count {
|
||||
color: var(--semi-color-text-2);
|
||||
|
||||
@@ -0,0 +1,30 @@
|
||||
import { Button, Popconfirm } from "@douyinfe/semi-ui-19";
|
||||
|
||||
/** Remove a research item from its list while keeping historical references. */
|
||||
export function DeleteResearchButton({
|
||||
name,
|
||||
label,
|
||||
disabled,
|
||||
onConfirm,
|
||||
}: {
|
||||
name: string;
|
||||
label: string;
|
||||
disabled?: boolean;
|
||||
onConfirm: () => Promise<void>;
|
||||
}) {
|
||||
return (
|
||||
<Popconfirm
|
||||
title={`删除${label}“${name}”？`}
|
||||
okText="删除"
|
||||
cancelText="取消"
|
||||
okType="danger"
|
||||
cancelButtonProps={{ autoFocus: true }}
|
||||
disabled={disabled}
|
||||
onConfirm={onConfirm}
|
||||
>
|
||||
<Button type="danger" theme="borderless" disabled={disabled}>
|
||||
删除
|
||||
</Button>
|
||||
</Popconfirm>
|
||||
);
|
||||
}
|
||||
@@ -1,5 +1,12 @@
|
||||
import { useState } from "react";
|
||||
import { Banner, Button, Checkbox, Tag, Toast } from "@douyinfe/semi-ui-19";
|
||||
import {
|
||||
Banner,
|
||||
Button,
|
||||
Checkbox,
|
||||
Table,
|
||||
Tag,
|
||||
Toast,
|
||||
} from "@douyinfe/semi-ui-19";
|
||||
import { post, formatTime } from "../api";
|
||||
import type { UIAction } from "../ai/types";
|
||||
import type { Experiment } from "./workspaceTypes";
|
||||
@@ -7,13 +14,18 @@ import { EvaluationPanel } from "./EvaluationPanel";
|
||||
import { LineagePanel } from "./LineagePanel";
|
||||
import { ResearchSelect } from "./ResearchSelect";
|
||||
import { validationLabel } from "./workspaceTypes";
|
||||
import { DeleteResearchButton } from "./DeleteResearchButton";
|
||||
|
||||
export function ExperimentView({
|
||||
experiment,
|
||||
onAction,
|
||||
onDelete,
|
||||
deleting,
|
||||
}: {
|
||||
experiment: Experiment;
|
||||
onAction: (action: UIAction) => void;
|
||||
onDelete?: () => Promise<void>;
|
||||
deleting?: boolean;
|
||||
}) {
|
||||
const [selected, setSelected] = useState<string[]>([]);
|
||||
const [assessment, setAssessment] = useState(false);
|
||||
@@ -61,38 +73,59 @@ export function ExperimentView({
|
||||
</Button>
|
||||
</div>
|
||||
<p>{experiment.hypothesis}</p>
|
||||
{experiment.archived ? (
|
||||
<Banner
|
||||
type="info"
|
||||
description="此生成记录已删除，当前显示保留的候选与来源。"
|
||||
/>
|
||||
) : (
|
||||
onDelete && (
|
||||
<DeleteResearchButton
|
||||
name={experiment.name}
|
||||
label="生成记录"
|
||||
disabled={busy || deleting}
|
||||
onConfirm={onDelete}
|
||||
/>
|
||||
)
|
||||
)}
|
||||
<Banner
|
||||
type="info"
|
||||
description="候选已保存为不可变研究记录。本地校验不保证平台可执行；在回测预览中确认后才开始模拟。"
|
||||
/>
|
||||
<div className="research-table-scroll">
|
||||
<table className="research-table">
|
||||
<thead>
|
||||
<tr>
|
||||
<th>选择</th>
|
||||
<th>候选表达式</th>
|
||||
<th>市场与设置</th>
|
||||
<th>校验</th>
|
||||
</tr>
|
||||
</thead>
|
||||
<tbody>
|
||||
{experiment.candidates.map((candidate) => (
|
||||
<tr key={candidate.client_item_id}>
|
||||
<td>
|
||||
<Checkbox
|
||||
aria-label={`选择候选 ${candidate.client_item_id}`}
|
||||
disabled={candidate.validation.status !== "valid"}
|
||||
checked={selected.includes(candidate.client_item_id)}
|
||||
onChange={(event) =>
|
||||
setSelected((old) =>
|
||||
event.target.checked
|
||||
? [...old, candidate.client_item_id]
|
||||
: old.filter((id) => id !== candidate.client_item_id),
|
||||
)
|
||||
}
|
||||
/>
|
||||
</td>
|
||||
<td>
|
||||
<Table<Experiment["candidates"][number]>
|
||||
className="research-table"
|
||||
dataSource={experiment.candidates}
|
||||
rowKey="client_item_id"
|
||||
pagination={false}
|
||||
size="small"
|
||||
style={{ minWidth: 840 }}
|
||||
empty="暂无候选表达式。"
|
||||
columns={[
|
||||
{
|
||||
title: "选择",
|
||||
key: "selection",
|
||||
width: 64,
|
||||
render: (_, candidate) => (
|
||||
<Checkbox
|
||||
aria-label={`选择候选 ${candidate.client_item_id}`}
|
||||
disabled={candidate.validation.status !== "valid"}
|
||||
checked={selected.includes(candidate.client_item_id)}
|
||||
onChange={(event) =>
|
||||
setSelected((old) =>
|
||||
event.target.checked
|
||||
? [...old, candidate.client_item_id]
|
||||
: old.filter((id) => id !== candidate.client_item_id),
|
||||
)
|
||||
}
|
||||
/>
|
||||
),
|
||||
},
|
||||
{
|
||||
title: "候选表达式",
|
||||
key: "expression",
|
||||
render: (_, candidate) => (
|
||||
<>
|
||||
<code>{candidate.expression}</code>
|
||||
<details>
|
||||
<summary>绑定与改动</summary>
|
||||
@@ -107,15 +140,29 @@ export function ExperimentView({
|
||||
)}
|
||||
</pre>
|
||||
</details>
|
||||
</td>
|
||||
<td>
|
||||
</>
|
||||
),
|
||||
},
|
||||
{
|
||||
title: "市场与设置",
|
||||
key: "settings",
|
||||
width: 240,
|
||||
render: (_, candidate) => (
|
||||
<>
|
||||
{candidate.settings.region} / {candidate.settings.universe} /
|
||||
D{candidate.settings.delay}
|
||||
<br />
|
||||
{candidate.settings.neutralization} · decay{" "}
|
||||
{candidate.settings.decay}
|
||||
</td>
|
||||
<td>
|
||||
</>
|
||||
),
|
||||
},
|
||||
{
|
||||
title: "校验",
|
||||
key: "validation",
|
||||
width: 180,
|
||||
render: (_, candidate) => (
|
||||
<>
|
||||
<Tag
|
||||
color={
|
||||
candidate.validation.status === "valid"
|
||||
@@ -139,11 +186,11 @@ export function ExperimentView({
|
||||
</p>
|
||||
)),
|
||||
)}
|
||||
</td>
|
||||
</tr>
|
||||
))}
|
||||
</tbody>
|
||||
</table>
|
||||
</>
|
||||
),
|
||||
},
|
||||
]}
|
||||
/>
|
||||
</div>
|
||||
<div className="research-lineage">
|
||||
<strong>研究来源</strong>
|
||||
|
||||
@@ -5,6 +5,7 @@ import {
|
||||
Button,
|
||||
Input,
|
||||
Pagination,
|
||||
Table,
|
||||
TextArea,
|
||||
Toast,
|
||||
} from "@douyinfe/semi-ui-19";
|
||||
@@ -13,6 +14,7 @@ import { IconAIEditLevel3 } from "@douyinfe/semi-icons";
|
||||
import { api, post } from "../api";
|
||||
import type { PageContext, UIAction } from "../ai/types";
|
||||
import { TemplateEditor } from "./TemplateEditor";
|
||||
import { DeleteResearchButton } from "./DeleteResearchButton";
|
||||
import { ResearchSelect } from "./ResearchSelect";
|
||||
import { blankTemplate } from "./workspaceTypes";
|
||||
import type { Asset, InputSnapshot, Template } from "./workspaceTypes";
|
||||
@@ -71,6 +73,9 @@ export function FeaturesPage({
|
||||
.then(([list, fixed]) => {
|
||||
setItems(list.items);
|
||||
setTotal(list.total);
|
||||
setPage((current) =>
|
||||
Math.min(current, Math.max(1, Math.ceil(list.total / 25))),
|
||||
);
|
||||
setInputs(fixed.items);
|
||||
})
|
||||
.catch((e) => {
|
||||
@@ -131,6 +136,21 @@ export function FeaturesPage({
|
||||
setRevision((n) => n + 1);
|
||||
return saved;
|
||||
}
|
||||
async function remove(item: FeatureAsset) {
|
||||
await api(`/research/assets/${item.id}?version=${item.version}`, {
|
||||
method: "DELETE",
|
||||
});
|
||||
setItems((old) => old.filter((entry) => entry.id !== item.id));
|
||||
setTotal((old) => Math.max(0, old - 1));
|
||||
if (asset?.id === item.id) {
|
||||
setDetailOpen(false);
|
||||
setAsset(null);
|
||||
setDraft(blank());
|
||||
setVersions([]);
|
||||
}
|
||||
setRevision((n) => n + 1);
|
||||
Toast.success("特征方案已删除");
|
||||
}
|
||||
return (
|
||||
<section className="research-workspace research-list-page">
|
||||
{error && !detailOpen && <Banner type="danger" description={error} />}
|
||||
@@ -176,40 +196,67 @@ export function FeaturesPage({
|
||||
</>
|
||||
}
|
||||
>
|
||||
<table className="research-table">
|
||||
<thead>
|
||||
<tr>
|
||||
<th>方案名称</th>
|
||||
<th>版本</th>
|
||||
<th>经济假设</th>
|
||||
<th>固定输入</th>
|
||||
<th>处理步骤</th>
|
||||
</tr>
|
||||
</thead>
|
||||
<tbody>
|
||||
{items.map((item) => (
|
||||
<tr key={item.id}>
|
||||
<td>
|
||||
<Button
|
||||
theme="borderless"
|
||||
onClick={() => void run("load", () => load(item))}
|
||||
>
|
||||
{item.name}
|
||||
</Button>
|
||||
</td>
|
||||
<td>v{item.version}</td>
|
||||
<td>{item.content.hypothesis || "—"}</td>
|
||||
<td>{item.content.input_ids.length}</td>
|
||||
<td>{item.content.steps.length}</td>
|
||||
</tr>
|
||||
))}
|
||||
</tbody>
|
||||
</table>
|
||||
{!items.length && (
|
||||
<p className="research-list-empty">
|
||||
暂无特征方案，请新建方案或调整筛选条件。
|
||||
</p>
|
||||
)}
|
||||
<Table<FeatureAsset>
|
||||
className="research-table"
|
||||
dataSource={items}
|
||||
rowKey="id"
|
||||
pagination={false}
|
||||
size="small"
|
||||
sticky
|
||||
style={{ minWidth: 800 }}
|
||||
empty="暂无特征方案，请新建方案或调整筛选条件。"
|
||||
columns={[
|
||||
{
|
||||
title: "方案名称",
|
||||
key: "name",
|
||||
width: 200,
|
||||
render: (_, item) => (
|
||||
<Button
|
||||
theme="borderless"
|
||||
onClick={() => void run("load", () => load(item))}
|
||||
>
|
||||
{item.name}
|
||||
</Button>
|
||||
),
|
||||
},
|
||||
{
|
||||
title: "版本",
|
||||
key: "version",
|
||||
width: 80,
|
||||
render: (_, item) => <>v{item.version}</>,
|
||||
},
|
||||
{
|
||||
title: "经济假设",
|
||||
key: "hypothesis",
|
||||
render: (_, item) => item.content.hypothesis || "—",
|
||||
},
|
||||
{
|
||||
title: "固定输入",
|
||||
key: "inputs",
|
||||
width: 100,
|
||||
render: (_, item) => item.content.input_ids.length,
|
||||
},
|
||||
{
|
||||
title: "处理步骤",
|
||||
key: "steps",
|
||||
width: 100,
|
||||
render: (_, item) => item.content.steps.length,
|
||||
},
|
||||
{
|
||||
title: "操作",
|
||||
key: "actions",
|
||||
width: 80,
|
||||
render: (_, item) => (
|
||||
<DeleteResearchButton
|
||||
name={item.name}
|
||||
label="特征方案"
|
||||
disabled={!!busy}
|
||||
onConfirm={() => run("delete", () => remove(item))}
|
||||
/>
|
||||
),
|
||||
},
|
||||
]}
|
||||
/>
|
||||
</ResearchList>
|
||||
<ResearchDetail
|
||||
width="min(100vw, max(640px, 60vw))"
|
||||
@@ -218,6 +265,12 @@ export function FeaturesPage({
|
||||
onClose={() => setDetailOpen(false)}
|
||||
>
|
||||
{error && <Banner type="danger" description={error} />}
|
||||
{asset?.archived && (
|
||||
<Banner
|
||||
type="info"
|
||||
description="此特征方案已删除，当前显示保留的历史版本。"
|
||||
/>
|
||||
)}
|
||||
<div className="research-main">
|
||||
<div className="inline-actions">
|
||||
{asset && (
|
||||
@@ -401,7 +454,7 @@ export function FeaturesPage({
|
||||
<Button
|
||||
theme="solid"
|
||||
loading={busy === "save"}
|
||||
disabled={Boolean(busy)}
|
||||
disabled={Boolean(busy) || asset?.archived}
|
||||
onClick={() =>
|
||||
void run("save", async () => {
|
||||
await save();
|
||||
@@ -412,7 +465,7 @@ export function FeaturesPage({
|
||||
保存特征方案
|
||||
</Button>
|
||||
<Button
|
||||
disabled={Boolean(busy)}
|
||||
disabled={Boolean(busy) || asset?.archived}
|
||||
loading={busy === "convert"}
|
||||
onClick={() =>
|
||||
void run("convert", async () => {
|
||||
@@ -432,6 +485,14 @@ export function FeaturesPage({
|
||||
>
|
||||
保存并转为模板
|
||||
</Button>
|
||||
{asset && !asset.archived && (
|
||||
<DeleteResearchButton
|
||||
name={asset.name}
|
||||
label="特征方案"
|
||||
disabled={!!busy}
|
||||
onConfirm={() => run("delete", () => remove(asset))}
|
||||
/>
|
||||
)}
|
||||
</div>
|
||||
<p className="research-hint">
|
||||
保存步骤不会计算原始时间序列。转换后的模板保留此方案的完整版本，回测前仍需展开校验并确认候选。
|
||||
|
||||
@@ -1,4 +1,4 @@
|
||||
import { Banner, Button, Tag, Toast } from "@douyinfe/semi-ui-19";
|
||||
import { Banner, Button, Table, Tag, Toast } from "@douyinfe/semi-ui-19";
|
||||
import { useState } from "react";
|
||||
import { post } from "../api";
|
||||
import type { UIAction } from "../ai/types";
|
||||
@@ -98,27 +98,43 @@ export function FlowRunView({
|
||||
</pre>
|
||||
</details>
|
||||
<div className="research-table-scroll">
|
||||
<table className="research-table">
|
||||
<thead>
|
||||
<tr>
|
||||
<th>轮次 / 阶段</th>
|
||||
<th>状态</th>
|
||||
<th>产物与候选池</th>
|
||||
</tr>
|
||||
</thead>
|
||||
<tbody>
|
||||
{run.steps.map((step) => (
|
||||
<tr key={step.id}>
|
||||
<td>
|
||||
<Table<FlowRun["steps"][number]>
|
||||
className="research-table"
|
||||
dataSource={run.steps}
|
||||
rowKey="id"
|
||||
pagination={false}
|
||||
size="small"
|
||||
style={{ minWidth: 680 }}
|
||||
empty="暂无运行步骤。"
|
||||
columns={[
|
||||
{
|
||||
title: "轮次 / 阶段",
|
||||
key: "stage",
|
||||
width: 170,
|
||||
render: (_, step) => (
|
||||
<>
|
||||
{step.round} ·{" "}
|
||||
{run.definition.nodes.find((n) => n.id === step.node_id)
|
||||
?.label || step.node_id}
|
||||
</td>
|
||||
<td>
|
||||
</>
|
||||
),
|
||||
},
|
||||
{
|
||||
title: "状态",
|
||||
key: "status",
|
||||
width: 140,
|
||||
render: (_, step) => (
|
||||
<>
|
||||
{flowStatus[step.status] || step.status}
|
||||
{step.error && <p>{step.error}</p>}
|
||||
</td>
|
||||
<td>
|
||||
</>
|
||||
),
|
||||
},
|
||||
{
|
||||
title: "产物与候选池",
|
||||
key: "output",
|
||||
render: (_, step) => (
|
||||
<>
|
||||
<div className="inline-actions">
|
||||
{step.output.template && (
|
||||
<Button
|
||||
@@ -184,11 +200,11 @@ export function FlowRunView({
|
||||
{JSON.stringify(step.output, null, 2)}
|
||||
</pre>
|
||||
</details>
|
||||
</td>
|
||||
</tr>
|
||||
))}
|
||||
</tbody>
|
||||
</table>
|
||||
</>
|
||||
),
|
||||
},
|
||||
]}
|
||||
/>
|
||||
</div>
|
||||
</section>
|
||||
);
|
||||
|
||||
@@ -6,6 +6,7 @@ import {
|
||||
Button,
|
||||
Checkbox,
|
||||
Input,
|
||||
Table,
|
||||
TextArea,
|
||||
} from "@douyinfe/semi-ui-19";
|
||||
import { api, patch, post, formatTime } from "../api";
|
||||
@@ -138,34 +139,40 @@ export function OperatorsPage({ active }: { active: boolean }) {
|
||||
</div>
|
||||
}
|
||||
>
|
||||
<table className="research-table">
|
||||
<thead>
|
||||
<tr>
|
||||
<th>算子</th>
|
||||
<th>分类</th>
|
||||
<th>定义</th>
|
||||
</tr>
|
||||
</thead>
|
||||
<tbody>
|
||||
{result.items.map((item) => (
|
||||
<tr key={item.name}>
|
||||
<td>
|
||||
<Button theme="borderless" onClick={() => setSelected(item)}>
|
||||
{item.local.favorite ? "已收藏 · " : ""}
|
||||
{item.name}
|
||||
</Button>
|
||||
</td>
|
||||
<td>{item.category}</td>
|
||||
<td>
|
||||
<code>{item.definition}</code>
|
||||
</td>
|
||||
</tr>
|
||||
))}
|
||||
</tbody>
|
||||
</table>
|
||||
{!result.items.length && (
|
||||
<p>暂无算子。连接平台并同步目录，或调整筛选条件。</p>
|
||||
)}
|
||||
<Table<Operator>
|
||||
className="research-table"
|
||||
dataSource={result.items}
|
||||
rowKey="name"
|
||||
pagination={false}
|
||||
size="small"
|
||||
sticky
|
||||
style={{ minWidth: 700 }}
|
||||
empty="暂无算子。连接平台并同步目录，或调整筛选条件。"
|
||||
columns={[
|
||||
{
|
||||
title: "算子",
|
||||
key: "name",
|
||||
width: 230,
|
||||
render: (_, item) => (
|
||||
<Button theme="borderless" onClick={() => setSelected(item)}>
|
||||
{item.local.favorite ? "已收藏 · " : ""}
|
||||
{item.name}
|
||||
</Button>
|
||||
),
|
||||
},
|
||||
{
|
||||
title: "分类",
|
||||
key: "category",
|
||||
width: 150,
|
||||
render: (_, item) => item.category,
|
||||
},
|
||||
{
|
||||
title: "定义",
|
||||
key: "definition",
|
||||
render: (_, item) => <code>{item.definition}</code>,
|
||||
},
|
||||
]}
|
||||
/>
|
||||
</ResearchList>
|
||||
<ResearchDetail
|
||||
title={selected?.name || "算子详情"}
|
||||
|
||||
@@ -1,6 +1,6 @@
|
||||
import { ResearchList, ResearchDetail } from "./ResearchList";
|
||||
import { useEffect, useState } from "react";
|
||||
import { Banner, Button, Pagination } from "@douyinfe/semi-ui-19";
|
||||
import { Banner, Button, Pagination, Table } from "@douyinfe/semi-ui-19";
|
||||
import { api, formatTime } from "../api";
|
||||
import type { PageContext, UIAction } from "../ai/types";
|
||||
import { FlowLaunchForm } from "./FlowLaunchForm";
|
||||
@@ -99,33 +99,45 @@ export function PipelinePage({
|
||||
</>
|
||||
}
|
||||
>
|
||||
<table className="research-table">
|
||||
<thead>
|
||||
<tr>
|
||||
<th>研究名称</th>
|
||||
<th>状态</th>
|
||||
<th>轮次</th>
|
||||
<th>创建时间</th>
|
||||
</tr>
|
||||
</thead>
|
||||
<tbody>
|
||||
{items.map((item) => (
|
||||
<tr key={item.id}>
|
||||
<td>
|
||||
<Button theme="borderless" onClick={() => select(item.id)}>
|
||||
{item.name}
|
||||
</Button>
|
||||
</td>
|
||||
<td>{flowStatus[item.status]}</td>
|
||||
<td>{item.round}</td>
|
||||
<td>{formatTime(item.created_at)}</td>
|
||||
</tr>
|
||||
))}
|
||||
</tbody>
|
||||
</table>
|
||||
{!items.length && (
|
||||
<p className="research-list-empty">暂无研究运行，请新建自动研究。</p>
|
||||
)}
|
||||
<Table<FlowRun>
|
||||
className="research-table"
|
||||
dataSource={items}
|
||||
rowKey="id"
|
||||
pagination={false}
|
||||
size="small"
|
||||
sticky
|
||||
style={{ minWidth: 640 }}
|
||||
empty="暂无研究运行，请新建自动研究。"
|
||||
columns={[
|
||||
{
|
||||
title: "研究名称",
|
||||
key: "name",
|
||||
render: (_, item) => (
|
||||
<Button theme="borderless" onClick={() => select(item.id)}>
|
||||
{item.name}
|
||||
</Button>
|
||||
),
|
||||
},
|
||||
{
|
||||
title: "状态",
|
||||
key: "status",
|
||||
width: 140,
|
||||
render: (_, item) => flowStatus[item.status],
|
||||
},
|
||||
{
|
||||
title: "轮次",
|
||||
key: "round",
|
||||
width: 80,
|
||||
render: (_, item) => item.round,
|
||||
},
|
||||
{
|
||||
title: "创建时间",
|
||||
key: "created_at",
|
||||
width: 190,
|
||||
render: (_, item) => formatTime(item.created_at),
|
||||
},
|
||||
]}
|
||||
/>
|
||||
</ResearchList>
|
||||
<ResearchDetail
|
||||
title={creating ? "新建自动研究" : "研究运行详情"}
|
||||
|
||||
@@ -6,6 +6,7 @@ import {
|
||||
Input,
|
||||
InputNumber,
|
||||
Pagination,
|
||||
Table,
|
||||
TextArea,
|
||||
Toast,
|
||||
} from "@douyinfe/semi-ui-19";
|
||||
@@ -422,76 +423,95 @@ export function QuantFlowPage({
|
||||
>
|
||||
{mode === "runs" ? (
|
||||
<>
|
||||
<table className="research-table">
|
||||
<thead>
|
||||
<tr>
|
||||
<th>运行名称</th>
|
||||
<th>状态</th>
|
||||
<th>轮次</th>
|
||||
<th>创建时间</th>
|
||||
</tr>
|
||||
</thead>
|
||||
<tbody>
|
||||
{runs.map((r) => (
|
||||
<tr key={r.id}>
|
||||
<td>
|
||||
<Button
|
||||
theme="borderless"
|
||||
onClick={() => {
|
||||
setRunId(r.id);
|
||||
setRun(null);
|
||||
localStorage.setItem(
|
||||
"quantflow-selected-run",
|
||||
r.id,
|
||||
);
|
||||
navigate(`/runs/${r.id}`);
|
||||
}}
|
||||
>
|
||||
{r.name}
|
||||
</Button>
|
||||
</td>
|
||||
<td>{flowStatus[r.status]}</td>
|
||||
<td>{r.round}</td>
|
||||
<td>{formatTime(r.created_at)}</td>
|
||||
</tr>
|
||||
))}
|
||||
</tbody>
|
||||
</table>
|
||||
{!runs.length && (
|
||||
<p className="research-list-empty">暂无流程运行记录。</p>
|
||||
)}
|
||||
<Table<FlowRun>
|
||||
className="research-table"
|
||||
dataSource={runs}
|
||||
rowKey="id"
|
||||
pagination={false}
|
||||
size="small"
|
||||
sticky
|
||||
style={{ minWidth: 640 }}
|
||||
empty="暂无流程运行记录。"
|
||||
columns={[
|
||||
{
|
||||
title: "运行名称",
|
||||
key: "name",
|
||||
render: (_, r) => (
|
||||
<Button
|
||||
theme="borderless"
|
||||
onClick={() => {
|
||||
setRunId(r.id);
|
||||
setRun(null);
|
||||
localStorage.setItem("quantflow-selected-run", r.id);
|
||||
navigate(`/runs/${r.id}`);
|
||||
}}
|
||||
>
|
||||
{r.name}
|
||||
</Button>
|
||||
),
|
||||
},
|
||||
{
|
||||
title: "状态",
|
||||
key: "status",
|
||||
width: 140,
|
||||
render: (_, r) => flowStatus[r.status],
|
||||
},
|
||||
{
|
||||
title: "轮次",
|
||||
key: "round",
|
||||
width: 80,
|
||||
render: (_, r) => r.round,
|
||||
},
|
||||
{
|
||||
title: "创建时间",
|
||||
key: "created_at",
|
||||
width: 190,
|
||||
render: (_, r) => formatTime(r.created_at),
|
||||
},
|
||||
]}
|
||||
/>
|
||||
</>
|
||||
) : (
|
||||
<>
|
||||
<table className="research-table">
|
||||
<thead>
|
||||
<tr>
|
||||
<th>流程名称</th>
|
||||
<th>版本</th>
|
||||
<th>节点数量</th>
|
||||
<th>连接数量</th>
|
||||
</tr>
|
||||
</thead>
|
||||
<tbody>
|
||||
{assets.map((a) => (
|
||||
<tr key={a.id}>
|
||||
<td>
|
||||
<Button theme="borderless" onClick={() => void open(a)}>
|
||||
{a.name}
|
||||
</Button>
|
||||
</td>
|
||||
<td>v{a.version}</td>
|
||||
<td>{a.content.nodes.length}</td>
|
||||
<td>{a.content.edges.length}</td>
|
||||
</tr>
|
||||
))}
|
||||
</tbody>
|
||||
</table>
|
||||
{!assets.length && (
|
||||
<p className="research-list-empty">
|
||||
暂无流程，请新建流程或复制固定配方。
|
||||
</p>
|
||||
)}
|
||||
<Table<WorkflowAsset>
|
||||
className="research-table"
|
||||
dataSource={assets}
|
||||
rowKey="id"
|
||||
pagination={false}
|
||||
size="small"
|
||||
sticky
|
||||
style={{ minWidth: 640 }}
|
||||
empty="暂无流程，请新建流程或复制固定配方。"
|
||||
columns={[
|
||||
{
|
||||
title: "流程名称",
|
||||
key: "name",
|
||||
render: (_, a) => (
|
||||
<Button theme="borderless" onClick={() => void open(a)}>
|
||||
{a.name}
|
||||
</Button>
|
||||
),
|
||||
},
|
||||
{
|
||||
title: "版本",
|
||||
key: "version",
|
||||
width: 80,
|
||||
render: (_, a) => <>v{a.version}</>,
|
||||
},
|
||||
{
|
||||
title: "节点数量",
|
||||
key: "nodes",
|
||||
width: 110,
|
||||
render: (_, a) => a.content.nodes.length,
|
||||
},
|
||||
{
|
||||
title: "连接数量",
|
||||
key: "edges",
|
||||
width: 110,
|
||||
render: (_, a) => a.content.edges.length,
|
||||
},
|
||||
]}
|
||||
/>
|
||||
</>
|
||||
)}
|
||||
</ResearchList>
|
||||
|
||||
@@ -6,6 +6,7 @@ import {
|
||||
Button,
|
||||
Input,
|
||||
InputNumber,
|
||||
Table,
|
||||
TextArea,
|
||||
Toast,
|
||||
} from "@douyinfe/semi-ui-19";
|
||||
@@ -23,6 +24,7 @@ import {
|
||||
} from "./workspaceTypes";
|
||||
import { TemplateEditor } from "./TemplateEditor";
|
||||
import { ExperimentView } from "./ExperimentView";
|
||||
import { DeleteResearchButton } from "./DeleteResearchButton";
|
||||
import { ComparisonPanel } from "./ComparisonPanel";
|
||||
import "./workspace.css";
|
||||
|
||||
@@ -107,6 +109,12 @@ export function ResearchWorkspace({
|
||||
if (sequence !== refreshSequence.current) return;
|
||||
setAssetTotal(nextAssets.total);
|
||||
setHistoryTotal(nextHistory.total);
|
||||
setAssetPage((current) =>
|
||||
Math.min(current, Math.max(0, Math.ceil(nextAssets.total / 25) - 1)),
|
||||
);
|
||||
setHistoryPage((current) =>
|
||||
Math.min(current, Math.max(0, Math.ceil(nextHistory.total / 25) - 1)),
|
||||
);
|
||||
setAssets(nextAssets.items);
|
||||
setInputs(nextInputs.items);
|
||||
setHistory(nextHistory.items);
|
||||
@@ -236,6 +244,31 @@ export function ResearchWorkspace({
|
||||
setTemplate(next.content);
|
||||
await refresh();
|
||||
}
|
||||
async function removeAsset(item: Asset) {
|
||||
await api(`/research/assets/${item.id}?version=${item.version}`, {
|
||||
method: "DELETE",
|
||||
});
|
||||
setAssets((old) => old.filter((entry) => entry.id !== item.id));
|
||||
setAssetTotal((old) => Math.max(0, old - 1));
|
||||
if (asset?.id === item.id) {
|
||||
if (detailMode === "editor") setDetailOpen(false);
|
||||
setAsset(null);
|
||||
setTemplate(blankTemplate());
|
||||
}
|
||||
Toast.success("模板已删除");
|
||||
await refresh();
|
||||
}
|
||||
async function removeExperiment(item: { id: string }) {
|
||||
await api(`/research/experiments/${item.id}`, { method: "DELETE" });
|
||||
setHistory((old) => old.filter((entry) => entry.id !== item.id));
|
||||
setHistoryTotal((old) => Math.max(0, old - 1));
|
||||
if (experiment?.id === item.id) {
|
||||
if (detailMode === "experiment") setDetailOpen(false);
|
||||
setExperiment(null);
|
||||
}
|
||||
Toast.success("生成记录已删除");
|
||||
await refresh();
|
||||
}
|
||||
async function expand() {
|
||||
if (dirty) throw new Error("请先保存模板版本，再生成可追溯候选");
|
||||
const next = await post<Experiment>("/research/experiments", {
|
||||
@@ -344,92 +377,137 @@ export function ResearchWorkspace({
|
||||
>
|
||||
{listMode === "assets" ? (
|
||||
<>
|
||||
<table className="research-table">
|
||||
<thead>
|
||||
<tr>
|
||||
<th>模板名称</th>
|
||||
<th>版本</th>
|
||||
<th>表达式</th>
|
||||
<th>分类</th>
|
||||
</tr>
|
||||
</thead>
|
||||
<tbody>
|
||||
{assets.map((item) => (
|
||||
<tr key={item.id}>
|
||||
<td>
|
||||
<Button
|
||||
theme="borderless"
|
||||
onClick={() =>
|
||||
void task("读取模板", async () => {
|
||||
const next = await api<Asset>(
|
||||
`/research/assets/${item.id}`,
|
||||
);
|
||||
setAsset(next);
|
||||
setTemplate(next.content);
|
||||
setExperiment(null);
|
||||
setDetailMode("editor");
|
||||
setDetailOpen(true);
|
||||
})
|
||||
}
|
||||
>
|
||||
{item.name}
|
||||
</Button>
|
||||
</td>
|
||||
<td>v{item.version}</td>
|
||||
<td>
|
||||
<code>{item.content.expression}</code>
|
||||
</td>
|
||||
<td>
|
||||
{item.content.category === "fragment" ? "片段" : "模板"}
|
||||
</td>
|
||||
</tr>
|
||||
))}
|
||||
</tbody>
|
||||
</table>
|
||||
{!assets.length && (
|
||||
<p className="research-list-empty">
|
||||
还没有模板。新建或导入一个模板开始研究。
|
||||
</p>
|
||||
)}
|
||||
<Table<Asset>
|
||||
className="research-table"
|
||||
dataSource={assets}
|
||||
rowKey="id"
|
||||
pagination={false}
|
||||
size="small"
|
||||
sticky
|
||||
style={{ minWidth: 720 }}
|
||||
empty="还没有模板。新建或导入一个模板开始研究。"
|
||||
columns={[
|
||||
{
|
||||
title: "模板名称",
|
||||
key: "name",
|
||||
render: (_, item) => (
|
||||
<Button
|
||||
theme="borderless"
|
||||
onClick={() =>
|
||||
void task("读取模板", async () => {
|
||||
const next = await api<Asset>(
|
||||
`/research/assets/${item.id}`,
|
||||
);
|
||||
setAsset(next);
|
||||
setTemplate(next.content);
|
||||
setExperiment(null);
|
||||
setDetailMode("editor");
|
||||
setDetailOpen(true);
|
||||
})
|
||||
}
|
||||
>
|
||||
{item.name}
|
||||
</Button>
|
||||
),
|
||||
},
|
||||
{
|
||||
title: "版本",
|
||||
key: "version",
|
||||
width: 80,
|
||||
render: (_, item) => <>v{item.version}</>,
|
||||
},
|
||||
{
|
||||
title: "表达式",
|
||||
key: "expression",
|
||||
width: 260,
|
||||
render: (_, item) => <code>{item.content.expression}</code>,
|
||||
},
|
||||
{
|
||||
title: "分类",
|
||||
key: "category",
|
||||
width: 90,
|
||||
render: (_, item) =>
|
||||
item.content.category === "fragment" ? "片段" : "模板",
|
||||
},
|
||||
{
|
||||
title: "操作",
|
||||
key: "actions",
|
||||
width: 80,
|
||||
render: (_, item) => (
|
||||
<DeleteResearchButton
|
||||
name={item.name}
|
||||
label="模板"
|
||||
disabled={!!busy}
|
||||
onConfirm={() =>
|
||||
task("删除模板", () => removeAsset(item))
|
||||
}
|
||||
/>
|
||||
),
|
||||
},
|
||||
]}
|
||||
/>
|
||||
</>
|
||||
) : (
|
||||
<>
|
||||
<table className="research-table">
|
||||
<thead>
|
||||
<tr>
|
||||
<th>研究名称</th>
|
||||
<th>候选数量</th>
|
||||
<th>创建时间</th>
|
||||
</tr>
|
||||
</thead>
|
||||
<tbody>
|
||||
{history.map((item) => (
|
||||
<tr key={item.id}>
|
||||
<td>
|
||||
<Button
|
||||
theme="borderless"
|
||||
onClick={() =>
|
||||
void task("读取实验", async () => {
|
||||
setExperiment(
|
||||
await api(`/research/experiments/${item.id}`),
|
||||
);
|
||||
setDetailMode("experiment");
|
||||
setDetailOpen(true);
|
||||
})
|
||||
}
|
||||
>
|
||||
{item.name}
|
||||
</Button>
|
||||
</td>
|
||||
<td>{item.total}</td>
|
||||
<td>{formatTime(item.created_at)}</td>
|
||||
</tr>
|
||||
))}
|
||||
</tbody>
|
||||
</table>
|
||||
{!history.length && (
|
||||
<p className="research-list-empty">暂无生成记录。</p>
|
||||
)}
|
||||
<Table<(typeof history)[number]>
|
||||
className="research-table"
|
||||
dataSource={history}
|
||||
rowKey="id"
|
||||
pagination={false}
|
||||
size="small"
|
||||
sticky
|
||||
style={{ minWidth: 640 }}
|
||||
empty="暂无生成记录。"
|
||||
columns={[
|
||||
{
|
||||
title: "研究名称",
|
||||
key: "name",
|
||||
render: (_, item) => (
|
||||
<Button
|
||||
theme="borderless"
|
||||
onClick={() =>
|
||||
void task("读取实验", async () => {
|
||||
setExperiment(
|
||||
await api(`/research/experiments/${item.id}`),
|
||||
);
|
||||
setDetailMode("experiment");
|
||||
setDetailOpen(true);
|
||||
})
|
||||
}
|
||||
>
|
||||
{item.name}
|
||||
</Button>
|
||||
),
|
||||
},
|
||||
{
|
||||
title: "候选数量",
|
||||
key: "total",
|
||||
width: 110,
|
||||
render: (_, item) => item.total,
|
||||
},
|
||||
{
|
||||
title: "创建时间",
|
||||
key: "created_at",
|
||||
width: 190,
|
||||
render: (_, item) => formatTime(item.created_at),
|
||||
},
|
||||
{
|
||||
title: "操作",
|
||||
key: "actions",
|
||||
width: 80,
|
||||
render: (_, item) => (
|
||||
<DeleteResearchButton
|
||||
name={item.name}
|
||||
label="生成记录"
|
||||
disabled={!!busy}
|
||||
onConfirm={() =>
|
||||
task("删除生成记录", () => removeExperiment(item))
|
||||
}
|
||||
/>
|
||||
),
|
||||
},
|
||||
]}
|
||||
/>
|
||||
</>
|
||||
)}
|
||||
</ResearchList>
|
||||
@@ -452,10 +530,20 @@ export function ResearchWorkspace({
|
||||
key={experiment.id}
|
||||
experiment={experiment}
|
||||
onAction={onAction}
|
||||
deleting={!!busy}
|
||||
onDelete={() =>
|
||||
task("删除生成记录", () => removeExperiment(experiment))
|
||||
}
|
||||
/>
|
||||
)
|
||||
) : (
|
||||
<div className="research-main">
|
||||
{asset?.archived && (
|
||||
<Banner
|
||||
type="info"
|
||||
description="此模板已删除，当前显示保留的历史版本；可另存新模板继续编辑。"
|
||||
/>
|
||||
)}
|
||||
<section className="research-card">
|
||||
<h3>研究输入与假设</h3>
|
||||
{page === "variants" && (
|
||||
@@ -619,11 +707,21 @@ export function ResearchWorkspace({
|
||||
)}
|
||||
<div className="research-toolbar">
|
||||
<Button
|
||||
disabled={!!busy}
|
||||
disabled={!!busy || asset?.archived}
|
||||
onClick={() => void task("保存模板", save)}
|
||||
>
|
||||
保存模板版本
|
||||
</Button>
|
||||
{asset && !asset.archived && (
|
||||
<DeleteResearchButton
|
||||
name={asset.name}
|
||||
label="模板"
|
||||
disabled={!!busy}
|
||||
onConfirm={() =>
|
||||
task("删除模板", () => removeAsset(asset))
|
||||
}
|
||||
/>
|
||||
)}
|
||||
<span>组合规模：{combination}</span>
|
||||
</div>
|
||||
<div className="research-form-grid">
|
||||
@@ -776,6 +874,10 @@ export function ResearchWorkspace({
|
||||
key={experiment.id}
|
||||
experiment={experiment}
|
||||
onAction={onAction}
|
||||
deleting={!!busy}
|
||||
onDelete={() =>
|
||||
task("删除生成记录", () => removeExperiment(experiment))
|
||||
}
|
||||
/>
|
||||
)}
|
||||
{page === "templates" && (
|
||||
|
||||
@@ -104,25 +104,8 @@
|
||||
.research-table-scroll {
|
||||
overflow-x: auto;
|
||||
}
|
||||
.research-table {
|
||||
border-collapse: collapse;
|
||||
width: 100%;
|
||||
font-size: 13px;
|
||||
}
|
||||
.research-table th {
|
||||
color: var(--semi-color-text-2);
|
||||
font-weight: 500;
|
||||
background: var(--semi-color-fill-0);
|
||||
}
|
||||
.research-table th,
|
||||
.research-table td {
|
||||
text-align: left;
|
||||
.research-table .semi-table-row-cell {
|
||||
vertical-align: top;
|
||||
padding: 12px;
|
||||
border-bottom: 1px solid var(--semi-color-border);
|
||||
}
|
||||
.research-table td {
|
||||
max-width: 350px;
|
||||
overflow-wrap: anywhere;
|
||||
}
|
||||
.research-table details {
|
||||
@@ -356,16 +339,6 @@
|
||||
overflow: auto;
|
||||
overscroll-behavior: contain;
|
||||
}
|
||||
.research-list-scroll .research-table th {
|
||||
position: sticky;
|
||||
top: 0;
|
||||
z-index: 1;
|
||||
background: var(--canvas);
|
||||
}
|
||||
.research-list-empty {
|
||||
padding: 40px 16px;
|
||||
text-align: center;
|
||||
}
|
||||
.research-detail .semi-sidesheet-body {
|
||||
min-height: 0;
|
||||
overflow: auto;
|
||||
|
||||
@@ -24,6 +24,8 @@ export type Asset = {
|
||||
name: string;
|
||||
kind: string;
|
||||
version: number;
|
||||
latest_version?: number;
|
||||
archived?: boolean;
|
||||
content: Template;
|
||||
provenance?: {
|
||||
feature?: {
|
||||
@@ -59,6 +61,7 @@ export type ResearchCandidate = Candidate & {
|
||||
};
|
||||
export type Experiment = {
|
||||
id: string;
|
||||
archived?: boolean;
|
||||
name: string;
|
||||
hypothesis: string;
|
||||
kind: string;
|
||||
|
||||
@@ -546,26 +546,6 @@ label:not(.semi-checkbox):not(.semi-radio) {
|
||||
.usage-table-wrap {
|
||||
overflow-x: auto;
|
||||
}
|
||||
.usage-table {
|
||||
width: 100%;
|
||||
border-collapse: collapse;
|
||||
min-width: 560px;
|
||||
text-align: left;
|
||||
font-size: 13px;
|
||||
}
|
||||
.usage-table th,
|
||||
.usage-table td {
|
||||
padding: var(--space-2) var(--space-3);
|
||||
border-bottom: 1px solid var(--line);
|
||||
font-weight: 400;
|
||||
}
|
||||
.usage-table thead {
|
||||
background: var(--canvas);
|
||||
color: var(--muted);
|
||||
}
|
||||
.usage-table thead th {
|
||||
font-weight: 500;
|
||||
}
|
||||
.usage-note {
|
||||
margin-top: var(--space-2);
|
||||
font-size: 12px;
|
||||
|
||||
@@ -57,4 +57,13 @@ test("MCP Key menu creates, hides secrets on navigation, and revokes", async ({
|
||||
page.getByRole("heading", { name: "MCP Key", exact: true }),
|
||||
).toBeVisible();
|
||||
await expect(page.getByLabel("新 Key 明文")).toHaveCount(0);
|
||||
await page.getByLabel("Key 名称").fill("Browser test template writer");
|
||||
await page.getByRole("checkbox", { name: /保存研究模板/ }).check();
|
||||
await page.getByRole("button", { name: "创建 Key", exact: true }).click();
|
||||
await expect(page.getByLabel("新 Key 明文")).toBeVisible();
|
||||
const writers = await (await page.request.get("/api/v1/mcp-tokens")).json();
|
||||
const writer = writers.items.find(
|
||||
(item: { name: string }) => item.name === "Browser test template writer",
|
||||
);
|
||||
expect(writer.scopes).toEqual(["research:read", "research:write"]);
|
||||
});
|
||||
|
||||
Reference in New Issue
Block a user