learning-loop-coach

Find why your productivity system keeps failing, then apply the smallest fix — capacity math, bottleneck routing, durable local notes.

Stores durable facts in a categorized, plain-markdown vault on disk, alongside your agent's built-in memory.

Fetch raw ad creative, app, ranking, and revenue data from AdMapix as structured JSON.

Save, search, and manage personal notes and knowledge bases in Get笔记 on explicit request.

Read and write Excel workbooks, worksheets, ranges, tables, and charts in OneDrive through Microsoft Graph with managed OAuth.

Write, debug, and tune Playwright specs with locator strategy, trace diagnosis, and CI-aware timeouts.

分析A股自选与持仓，获取行情、财报、风险与新闻，按行业计算价值评分和独立交易环境分，输出基本面情景估值、数据缺口及受用户风险政策约束的配置参考，并生成离线HTML报告。适用于股票诊断、持仓复盘、投资价值评分和组合配置请求；不自动下单。 English — Deterministic value scoring and allocation for China A-share watchlists and holdings; sector-routed scoring, separate trading-environment score, scenario-based fundamental valuation, explicit data-gap reporting and constrained allocation reference; renders an offline HTML report. Pure Python stdlib, 77 unit tests. Not investment advice.