therain2020

知识复习测验 — 从知识库题库中选题，生成交互式 HTML 测验页面。支持智能选题（新题/薄弱/错题/巩固/随机）、session 记录、状态回流。Use when user says "复习", "出题", "测验", "quiz", "test me", "考考我", "random quiz", "复习 FDE", "考一下 transformer", or any request to review/test knowledge.

One-command knowledge ingestion pipeline. URL → multi-source extraction + transcript → raw/ → wiki/ → permanent → MOC → health check. Only 1 confirmation point. Use when the user shares a video/article link, says "ingest", "摄入", "一键处理", or "compile this".

LLM-driven semantic wiki audit. Checks contradictions, stale claims, missing concepts, orphan clusters, and duplicates. Use when user says "lint", "语义检查", "audit wiki", or "deep check".

Push local project Markdown documents to Feishu Wiki using lark-cli. Handles creation (docs +create v2), wiki move, UTF-8 encoding, rate limiting, and CLAUDE.md reference updates. Two-step pipeline: create docx + move to wiki.

Update all project documentation, repository metadata, and progress tracking when the codebase has significantly changed. Handles README (EN/CN), CLAUDE.md, CHANGELOG, pyproject.toml, GitHub About/description/topics, and release notes. CRITICAL: bilingual docs are written independently, NOT translated.