假設驅動除錯法 — 強制 agent 走 Observe → Hypothesize → Experiment → Conclude 四階段科學方法迴圈，所有推理寫進 DEBUG.md，沒有證據前不准寫 fix。專治 AI 一路撞牆寫 150 行錯誤修復的 bulldozer 失敗模式。中文觸發詞：『這個 bug 怎麼修』、『一直修不好』、『科學方法除錯』、『debug 卡住了』。
Plugin debug-hypothesis from marketplace agentic-plugins in RDCrystalLab/agentic-plugins. Commands read from the repo's manifest — 1 month ago.
debug-hypothesisUse when debugging any non-trivial bug — wrong output, crash, flaky test, performance regression, or "it works locally but not in CI." Forces a scientific-method loop (Observe → Hypothesize → Experiment → Conclude) so the agent stops guessing and starts reasoning. Prevents the #1 AI debugging failur
在 PARA 結構的 Obsidian vault 上跑完整 ceremony 的 subagent + 14 slash commands + 4 skills：日 / 週 / 月報、專案狀態、research-repo 巡檢、wiki 知識萃取、歸檔、GitHub Issues ↔ vault Hub issue workflow，全部 auto commit+push。內建 /install 一鍵初始化 vault 骨架。
4 skills · 15 commands · 1 agent
marimo reactive notebook 全方位技能包 — 撰寫 notebook、即時配對程式設計、轉換 Jupyter/Streamlit、論文實作、anywidget、WASM 相容性檢查等 11 個技能。
11 skills
Autonomous improvement engine for Claude Code. Runs an unbounded modify-verify-keep/discard loop against any mechanical metric. Includes planning wizard, security audit, shipping workflow, autonomous debugger, and autonomous fixer.
1 skill · 5 commands
GitHub workflow commands for issues, PRs, and project management using the gh CLI
6 commands
極致壓縮溝通模式，削減約 75% 輸出 token 同時保持完整技術準確性。含 caveman/commit/review 技能、compress 工具及 hooks。
4 skills · hooks
Patch-Based Engineering workflow — 將 patch / commit range 轉成可重建 spec，支援 spec-first reapply、specs/patches.md 與 specs/patched.md 分離，以及 clean-baseline spec-only validation。觸發詞：把這個 patch 變成 spec、重建這個客製化、驗證 patches.md 能不能獨立重做。
1 skill · 3 commands · 1 agent
Core skills library for Claude Code: TDD, debugging, collaboration patterns, and proven techniques
15 skills · hooks
Up-to-date documentation lookup. Pull version-specific documentation and code examples directly from source repositories into your coding agent's context.
1 MCP server
Build powerful, stateful CLI interfaces for any GUI application using the cli-anything harness methodology.
5 commands
Reliable automation, in-depth debugging, and performance analysis in Chrome using Chrome DevTools and Puppeteer
8 skills · 1 MCP server
Automates browser interactions for web testing, form filling, screenshots, and data extraction
12 skills
Use Alibaba Open Code Review from local Codex.
2 skills
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