按 GitHub 儲存庫熱度看趨勢，依能力分類找工具。每個 Skill 都能追溯到原始文件、所屬儲存庫與授權資訊。
Star 是儲存庫指標。一個儲存庫包含多個 Skill 時，每個 Skill 共用相同儲存庫的 Star 數。
從真實的 SKILL.md提取名稱與描述。分類為規則推斷，適合作為探索入口。
You MUST use this before any creative work - creating features, building components, adding functionality, modifying behavior, or planning anything new, in software or out of it (a talk, a business, a renovation).
skills/brainstorming/SKILL.md
Use when a superpowers session went wrong and your human partner wants to know why — repeated work, ignored plans, stumbles, poor results, a skill that didn't fire, "it took too long", "why is it so expensive", "what is it doing" — or wants to build a bug report for the superpowers maintainers, for the current session or a past one identified by id or path, on any harness.
skills/diagnosing-superpowers/SKILL.md
Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies
skills/dispatching-parallel-agents/SKILL.md
Use when executing an implementation plan in the current session as the implementer yourself — your human partner chose inline execution, or no subagent tool is available
skills/executing-plans/SKILL.md
Use when implementation is complete, all tests pass, and you need to decide how to integrate the work
skills/finishing-a-development-branch/SKILL.md
Use when receiving code review feedback, before implementing suggestions, especially if feedback seems unclear or technically questionable - requires technical rigor and verification, not performative agreement or blind implementation
skills/receiving-code-review/SKILL.md
Use when completing tasks, implementing major features, or before merging to verify work meets requirements
skills/requesting-code-review/SKILL.md
Use when executing implementation plans with independent tasks in the current session
skills/subagent-driven-development/SKILL.md
Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes
skills/systematic-debugging/SKILL.md
Use when implementing any feature or bugfix, before writing implementation code
skills/test-driven-development/SKILL.md
Use when starting feature work that needs isolation from current workspace or before executing implementation plans - ensures an isolated workspace exists via native tools or git worktree fallback
skills/using-git-worktrees/SKILL.md
Use when starting any conversation - establishes how to find and use skills, requiring skill invocation before ANY response including clarifying questions
skills/using-superpowers/SKILL.md
這是一個可追溯的發現目錄。熱度、分類和授權各有獨立意義，使用前請先查看項目原文。
從公開 GitHub 儲存庫名單開始，掃描其中的 SKILL.md。目前目錄不宣稱覆蓋全網。
Star 屬於儲存庫，名單只給儲存庫排位。 Skill 展示繼承的儲存庫 Star，不製造「單一 Skill Star」。
分類由名稱、描述和路徑規則推斷；授權證優先讀取 GitHub 的 SPDX 資訊。未確認的授權會明確標註。
卡片保留可用的中英文 README 連結；中文或英文介面優先採用對應語言摘要，其他介面保留原始 Skill 描述。公開資料定時更新。
本目錄提供發現線索，不代表對 Skill 的安全性、相容性或實際效果做過審計。執行第三方腳本前，請閱讀原儲存庫程式碼與授權證。 關於與數據方法 ↗