auto-skill
Toolsai/auto-skill
Auto-Skill is a self-evolving meta-skill system that runs in the background of AI agent conversations to capture best practices, track cross-skill experiences, and maintain a persistent personal knowledge base.
196 21No licenseUpdated 2026-02-10
62
GoodOverview
Auto-Skill acts as a foundational layer for AI assistants, operating as an active loop across conversations. It automatically extracts keywords, tracks topic shifts, recalls specialized skill experiences, retrieves relevant markdown-based knowledge files, and prompts users to save valuable workflows and error fixes upon task completion to create a continuously improving second brain.
Capabilities
- ▸Environment self-bootstrapping and global rule enforcement
- ▸Keyword extraction and topic shift detection
- ▸Cross-skill experience loading and management
- ▸Dynamic knowledge base indexing and retrieval
- ▸Proactive task completion logging and synthesis
Best for
Recalling past error fixes and parameters when invoking specific third-party skills, Automatically gathering relevant workflow documentation and preferences at the start of a task, Persisting successful problem-solving paths and user preferences into a structured markdown and JSON knowledge base
Works with
Claude CodeCodexChatGPTGemini CLICursorGitHub CopilotOpenCode
Evoa Score breakdown= Σ (score × weight)
62Task usefulness20%88 → +17.6
実タスクにどれだけ役立つか（機能の豊富さ・用途の明確さ）。 — AIによるcapabilities/use-cases解析
Code quality15%90 → +13.5
実装・指示の品質。 — AIによるSKILL.md/README解析
Maintenance15%50 → +7.5
リポジトリがどれだけ活発に保守されているか。 — GitHub 最終push日時の新しさ
Documentation12%34 → +4.1
ドキュメントの充実度・分かりやすさ。 — README/独自要約の情報量
Security15%80 → +12.0
危険・不審な挙動が無いか。 — AIによるセキュリティレビュー
Originality10%85 → +8.5
ありふれたラッパーではない独自性。 — AIによる独自性判定
Popularity8%59 → +4.7
コミュニティの採用度。 — GitHub Stars/Forks（対数スケール）
Compatibility5%100 → +5.0
対応AIエージェントの広さ。 — AIによる対応エージェント判定
Weighted total72.9 / 100
ライセンス不明/制限あり（Red）のSkillは総合スコアに0.85倍の補正を適用します。 ランキングはこのScoreのみで決まり、広告で変わりません。 算出方法の詳細 →
Security considerations
The skill appends automated startup rules to global IDE configuration files and handles local file read/write operations for knowledge storage, requiring standard local filesystem trust.
Categories
Summary and analysis are original content generated by AI Skills Rank. The skill's source text is not reproduced here — view it on the linked repository.