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## 500以上のリポジトリから1,116個のClaude Code Skillsを発掘してきた【全リンク付き】
**1,116スキル / 500以上のリポジトリ / 200人以上の作者**
ほとんどの人はClaude Codeを「高機能なオートコンプリート」として使っている。Skillsという機能の存在すら知らないまま。
私はこの1ヶ月を500以上のリポジトリと200人以上の作者を調べることに費やし、Claude Code Skillsエコシステム全体をマッピングした。
わかったこと：公式Anthropicからはじまり、Microsoft・Cloudflare・Sentry・数百人のコミュニティクリエイターまで、10カテゴリにわたる1,116個のユニークなスキル群。
これは現時点で存在するClaude Code Skillsエコシステムの最完全なマップだ。すべてがカテゴリ分けされ、リンクが貼られ、インストールできる状態になっている。
---
## Part 1：Anthropic公式スキル
Repo: github.com/anthropics/skills（121,000スター）— 17スキル収録
- **ドキュメント生成**: docx, pdf, pptx, xlsx
- **開発**: frontend-design, webapp-testing, claude-api
- **MCP & メタ**: mcp-builder, skill-creator
- **エンタープライズ**: doc-coauthoring, brand-guidelines, internal-comms
- **クリエイティブ**: algorithmic-art, canvas-design, theme-factory, web-artifacts-builder, slack-gif-creator
---
## Part 2：検証済みパートナースキル
### Sentry — 30スキル収録
Repo: github.com/getsentry/sentry-for-ai（2,500以上のスター）
SDKスキル多数
### Cloudflare — 16以上のスキル収録
Repo: github.com/cloudflare/skills（923スター）
Workers, D1, R2, KV, Durable Objects, Agents SDK, Workflows, Queues, Pages
### Trail of Bits — 29スキル収録
Repo: github.com/trailofbits/skills（4,700以上のスター）
static-analysis, variant-analysis, semgrep-rule-creator, semgrep-rule-variant-creator, insecure-defaults, differential-review, sharp-edges など
### Microsoft — 133スキル収録
Repo: github.com/MicrosoftDocs/Agent-Skills（495スター）
- **.NET（25個）**: azure-ai-openai-dotnet, azure-cosmos-dotnet, azure-identity-dotnet, azure-search-dotnet, azure-servicebus-dotnet, m365-agents-dotnet など19個
- **Java（30個）**: azure-ai-contentsafety-java, azure-cosmos-java, azure-eventhub-java, azure-identity-java, azure-storage-java など25個
- **Python（40個以上）**: azure-ai-ml-py, azure-cosmos-py, azure-identity-py, azure-keyvault-py, azure-monitor-py, azure-search-py, fastapi-router-py, pydantic-models-py など32個
- **Rust（7個）**: azure-cosmos-rust, azure-eventhub-rust, azure-identity-rust など4個
- **TypeScript（22個）**: azure-ai-contentsafety-ts, azure-cosmos-ts, azure-identity-ts, azure-playwright-testing-ts など18個
- **コア（9個）**: cloud-solution-architect, copilot-sdk, entra-agent-id, frontend-design-review, github-issue-creator, mcp-builder, podcast-generation, skill-creator, continual-learning
---
## すでに使っているツールからのスキル
### HashiCorp
Terraform: providers, testing, stacks, スタイルガイド, import, actions, refactor
Repo: github.com/hashicorp/skills
### Firecrawl
Webスクレイピング、検索、オンボーディング、インタラクティブビルド · 3,000以上のスター
Repo: github.com/firecrawl/firecrawl-claude-plugin
### AWS
Serverless, Amplify, データベース, マイグレーション, ロケーションサービス · 595スター
Repo: github.com/awslabs/agent-plugins
### Azure
MCP Server, Foundry MCP
Repo: github.com/microsoft/azure-skills
### DigitalOcean
App Platformデプロイ · 19スター
Repo: github.com/digitalocean-labs/do-app-platform-skills
### Pulumi
マイグレーション: Terraform → Pulumi, CDK, CloudFormation, ARM。ベストプラクティス, Automation API, ESC · 34スター
Repo: github.com/pulumi/agent-skills
### Neon
Postgres, クレーマブルDB, egressオプティマイザ · 52スター
Repo: github.com/neondatabase-labs/ai-rules
### Supabase
Postgresベストプラクティス
Repo: github.com/supabase/agent-skills
### PlanetScale
MySQLブランチング, クエリパフォーマンス, インデックス設計
Repo: github.com/planetscale/claude-plugin
### ClickHouse
ベストプラクティス, chdb, アーキテクチャアドバイザー, クラウド/ローカルデプロイ
Repo: github.com/clickhouse/clickhouse
### Remotion
Reactによるプログラマティック動画制作 · 500スター
Repo: github.com/remotion-dev/skills
### WordPress
ブロック開発, テーマ, プラグイン, REST API, WP-CLI, パフォーマンス, PHPStan, Playground
Repo: github.com/WordPress/wordpress
### OpenAI
Figma（8個）, Notion（4個）, セキュリティ（3個）, デプロイ, ゲーム, Sora, スピーチ, スライド
Repo: github.com/openai
### Figma
コードコネクト, デザインシステム, デザイン/ライブラリ生成, デザイン実装
Repo: github.com/figma
### Google Gemini
Gemini API, Vertex AI, Live API, Interactions API
Repo: github.com/google-gemini
### Stripe
ベストプラクティス, アップグレードガイド
Repo: github.com/stripe
### Better Auth
認証セットアップ, プロバイダー, メール/パスワード, 2FA, 組織
Repo: github.com/better-auth
### fal.ai
画像/動画/音声生成, 3D, リップシンク, 試着, アップスケール, リアルタイム, ワークフロー
Repo: github.com/fal-ai-community
### Sanity
ベストプラクティス, コンテンツモデリング, SEO, 実験
Repo: github.com/sanity-io
### Tinybird
ベストプラクティス, CLI, Python SDK, TypeScript SDK
Repo: github.com/tinybirdco
### CallStack（React Native）
ベストプラクティス, GitHub連携, RNアップグレード
Repo: github.com/callstackincubator
### Typefully
X, LinkedIn, Threads, Bluesky, MastodonなどSNS向けコンテンツ
Repo: github.com/typefully
### Replicate
AIモデルの発見と実行
Repo: github.com/replicate
### Composio
1,000以上の外部アプリへの接続
Repo: github.com/composiohq
### Courier
マルチチャネル通知
Repo: github.com/trycourier
### VoltAgent
Repo: github.com/VoltAgent/awesome-agent-skills（16,400スター）
create-voltagent, voltagent-best-practices, voltagent-core-reference, voltagent-docs-bundle
---
## Part 3：メガコレクション
### obra/superpowers — 20スキル収録
Repo: github.com/obra/superpowers（166,000スター）
/test-driven-development, systematic-debugging, verification-before-completion, brainstorming, writing-plans, executing-plans, dispatching-parallel-agents, requesting-code-review, receiving-code-review, using-git-worktrees, finishing-a-development-branch, subagent-driven-development, writing-skills, using-superpowers, defense-in-depth
### alirezarezvani/claude-skills — 235スキル収録
Repo: https://github.com/alirezarezvani/claude-skills（12,000スター）
- Engineering（37コア）
- Marketing（44）
- Product（16）
- Regulatory（14）
- C-Level Advisory（34）
- Business（5）
- Finance（4）
### wshobson/agents — 150スキル収録
Repo: github.com/wshobson/agents（33,900スター）
### mattpocock/skills — 17スキル収録
Repo: github.com/mattpocock/skills（16,500スター）
tdd, triage-issue, request-refactor-plan, setup-pre-commit, git-guardrails, to-prd, improve-codebase-architecture など10個
### NeoLabHQ/context-engineering-kit — 13プラグイン収録
Repo: github.com/NeoLabHQ/context-engineering-kit（833スター）
tdd, sdd, code-review, reflexion, sadd, ddd, kaizen, git, customize-agent, docs, tech-stack, mcp, fpf
### jeffallan/claude-skills — 66スキル収録
Repo: github.com/Jeffallan/claude-skills（8,400スター）
devops-engineer, sre-engineer, terraform-engineer, kubernetes-specialist, monitoring-expert, cloud-architect
### hamelsmu/evals-skills — 7スキル収録
Repo: github.com/hamelsmu/evals-skills（995スター）— LLM評価ベンチマーク用スキル
### forrestchang/karpathy-skills
Repo: github.com/forrestchang/andrej-karpathy-skills（43,650スター）— AI-nativeな開発のためのAndrej Karpathyのコーディング哲学
---
## Part 4：コア開発
### メソドロジー
- learn-claude-code by shareAI-lab（53,825スター）— Claude Codeオンボーディング
- tdd by mattpocock（16,500スター）— TypeScriptファーストTDD
- tdd-guide by alirezarezvani（12,000スター）— TDDメソドロジー
- tdd, sdd, kaizen by NeoLabHQ（833スター）— アンチパターン付きTDD, スペック駆動開発, 継続的改善
### コードレビュー & 品質
- requesting-code-review, receiving-code-review, subagent-driven-development by obra（160,000スターリポ）
- code-review-graph by tirth8205（10,353スター）— 依存関係マッピング付きビジュアルコードレビュー
- code-review-skill by awesome-skills — 多言語コードレビュー
- reflexion by NeoLabHQ — コード改善のための自己内省
### テスト
- webapp-testing by Anthropic（121,000スターリポ）— Playwright E2Eテスト
- playwright-pro by alirezarezvani — テスト生成, フレーキー修正, マイグレーション
- playwright-skill by testdino — 5パック70以上のガイド
- cypress-agent-skill by KahlilR23 — 25以上のCypressパターン
- evals-skills by hamelsmu（995スター）— 7種のLLM評価スキル
- outside-in-tdd by JoeGaebel — アウトサイドインTDD
### デバッグ
- systematic-debugging, verification-before-completion by obra — 4フェーズ根本原因分析, 証拠検証
### Git & オートメーション
- using-git-worktrees, finishing-a-development-branch by obra — 並行ブランチ, マージガイダンス
- pr-create-fetch by angakh — PR作成自動化
- git-guardrails, setup-pre-commit by mattpocock
### アーキテクチャ & プランニング
- brainstorming, writing-plans, executing-plans by obra — ソクラテス式精緻化, 実装戦略
- graphify by safishamsi（27,462スター）— コードベース可視化
- monorepo-navigator by alirezarezvani — Turborepo/Nx/pnpm管理
### アクセシビリティ
- accessibility by addyosmani（16,400スターリポ）— WCAGコンプライアンス
### AI/MLエンジニアリング
- rag-architect by alirezarezvani — RAGパイプライン構築
- self-improving-agent by alirezarezvani — 自動メモリキュレーション
- llm-cost-optimizer by alirezarezvani — APIコスト最適化
### その他のコア開発
上記カテゴリの残り約200スキルは、上記のメガコレクション（alirezarezvaniエンジニアリングティア, obra superpowers, mattpocock, NeoLabHQ, wshobson）と個別リポジトリから提供されている。
主なスキル名: qa-engineer, browser-automation, statistical-analyst, codebase-onboarding, runbook-generator, changelog-generator, llm-wiki, code-tour, demo-video, tech-stack, fpf, customize-agent
---
## Part 5：セキュリティ & コンプライアンス
### 専門ファーム
- Trail of Bits Skills by Trail of Bits（4,700スター）— 29プラグイン（Part 2参照）
- Ghost Security by Ghost Security — 7スキル: SAST, SCA, DAST, シークレット, レポーティング
- Phoenix Security by Security-Phoenix-demo — CTIリサーチ, OpenGrepルール, NotebookLM
### コミュニティコレクション
- Anthropic-Cybersecurity-Skills by mukul975（4,800スター）— 754スキル, 38ドメイン, MITRE/NISマッピング
- awesome-claude-skills-security by Eyadkelleh — ペンテスト用7プラグイン
### OWASP & 標準
- www-project-agentic-skills-top-10 by OWASP — AIエージェントセキュリティリスク
- claude-code-owasp by agamm（136スター）— OWASP Top 10:2025, ASVS 5.0, 20以上の言語
### 個別セキュリティスキル
- VibeSec-Skill by BehiSecc（785スター）— バグバウンティ: IDOR, XSS, SSRF, SQLi
- clawsec by prompt-security（909スター）— ドリフト検出, CVEモニタリング
- varlock-claude-skill by wrsmith108（16スター）— セキュアな環境変数管理
- ffuf_claude_skill by jthack（126スター）— Webファジング
- sanitize by agentward-ai（2,900以上のスター）— PII編集, 15カテゴリ
- security-bluebook-builder by SHADOWPR0 — セキュリティドキュメント生成
- ironclaw-agent-guard by IronClaw — プロンプトインジェクション検出
### コンプライアンス
- Claude-Skills-Governance-Risk-and-Compliance by Sushegaad — 12フレームワーク: ISO 27001, SOC 2, FedRAMP, GDPR, HIPAA, PCI DSS, DORA
- AgentWard by agentward-ai（2,900以上のスター）— HIPAA, SOX, GDPR, PCI-DSS。1,500以上のテスト
- claude-agentic-framework by dralgorhythm（69スター）— 安全フック付き67スキル
- snyk-fix by snyk — 脆弱性自動修正
---
## Part 6：DevOps & インフラ
### Terraform
- terrashark by LukasNiessen（140スター）— LLMハルシネーションを排除したTerraform
- terraform-engineer by jeffallan — AWS, Azure, GCP横断のシニアTerraform
- terraform-aws by a-pavithraa — AWS Terraformモジュール
- terraform-opentofu by lgbarn — マルチエージェントplan分析, ドリフト検出
### Docker
docker-development, docker — alirezarezvani/claude-skillsおよびwshobson/agents（Part 3）を参照
### Kubernetes
- kubernetes-skill by LukasNiessen（11スター）— 非推奨APIを排除したK8s
- k8s-skills by foxj77（5スター）— 20スキル: Flux CD GitOps, Helm, cert-manager, Kyverno
### クラウド（公式）
- awslabs/agent-plugins（595スター）— AWSデプロイ, サーバーレス, データベース
- MicrosoftDocs/Agent-Skills（495スター）— Azure Functions, AKS, Storage, SQL
- cloudflare/skills（923スター）— Workers, D1, R2, KV
- do-app-platform-skills（19スター）— DigitalOcean
### データベース
- neon-ai-rules by Neon（52スター）— サーバーレスPostgres
- supabase/agent-skills by Supabase — Postgresベストプラクティス
- planetscale-claude-plugin by PlanetScale — MySQLブランチング
- clickhouse by ClickHouse — 6スキル
### CI/CD & IaC
- pulumi-agent-skills by Pulumi（34スター）— マイグレーションとオーサリング
- hello-ansible-skills by sigridjineth — 4種のAnsibleスキル
- GitHub Actions, GitLab CI, Jenkins — wshobson/agents（Part 3）を参照
### モニタリング
- monitoring-expert, sre-engineer, devops-engineer by jeffallan — Prometheus, Grafana, DataDog, SLI/SLO
- incident-runbook-templates, cloud-cost-optimization by wshobson — SEV1〜SEV4, FinOps
---
## Part 7：プロダクト & プロジェクト管理
- pm-skills by phuryn（10,300スター）— 100以上のスキル, 8プラグイン。/discover, /strategy, /write-prd
- Product-Manager-Skills by deanpeters（3,600スター）— 47のPMスキル + 6つのワークフロー
- product-manager〜project-templates — alirezarezvani/claude-skills（Part 3）に全収録。プロダクト・UX・PM・Atlassianドメイン合計85スキル
---
## Part 8：マーケティング & グロース
### SEO & GEO
- seo-geo-claude-skills by aaron-he-zhu（1,100スター）— 20スキル, 14のMCP連携
- claude-seo by AgriciDaniel — 19サブスキル, 12サブエージェント
- aso-skills by Eronred（938スター）— 6カテゴリ25種のASOスキル
### マーケティングコレクション
- marketingskills by coreyhaines31 — 7カテゴリ36スキル
- founder-skills by ognjengt（125スター）— 20スキル: コピーライティング, CRO, バイラルフック
- alirezarezvaniの全マーケティングスキル — Part 3参照（44スキル）
---
## Part 9：ビジネス & ファイナンス
- charlie-cfo-skill by EveryInc（195スター）— ブートストラップCFO
- openaccountants by openaccountants（26スター）— 371の税務スキル, 134カ国対応
- finance-assistant-skill by googlarz — 個人ファイナンス, 11モード
- canadian-finance-planner by cjpatten — カナダのRRSP/TFSA/FHSA
- awesome-legal-skills by lawvable（248スター）— 雇用, コーポレート, メソドロジー
- ai-legal-claude by zubair-trabzada — 14スキル, 5エージェント。契約, NDA, GDPR
- claude-legal-skill by evolsb — CUADリスク検出, レッドライン
- C-Level Advisory（34）, Regulatory（14）, Business Growth（5）, Finance（4）— alirezarezvani/claude-skills（Part 3）に全収録
---
## Part 10：デザイン & クリエイティブ
### 動画
- video-use by browser-use — AI動画編集
- ndemo by splitbrain — TTSによるナレーション付きデモ動画
- claude-code-video-toolkit by digitalsamba — Remotion, ElevenLabs, ffmpeg
- remotion by Remotion（500スター）— ReactによるプログラマティックなビデオCreation
### 3D & グラフィクス
- render by mfranzon — テキストから3Dモデル生成, Three.jsビューアー
- procedural-clouds-threejs by CK42BB — Three.jsによるVolumetricレイマーチングクラウド
- sparkjs-skill by shi3z — Three.jsによる3D Gaussian Splatレンダリング
- fal-3d by fal.ai — テキスト/画像から3Dモデル生成
### デザインシステム
- awesome-design-md by VoltAgent — 55以上のブランドデザインシステム（Apple, Stripe, Vercel, Spotify, Figma）
- resume-skills by Paramchoudhary — 履歴書の生成と最適化
- creative-director-skill by smixs — クリエイティブディレクションとブランド開発
### ゲーム開発
- Unity-Skills by Besty0728 — 543スキル。Unity用セミオートとフルオートモード
- GodotPrompter by jame581（28以上のスキル）— Godot 4.x: ゲームプレイ, UI, マルチプレイヤー, レンダリング, ビルド/デプロイ
- godogen by htdt — 説明文からGodotプロジェクト一式を生成。850以上のAPIドキュメント
---
## Part 11：データ & リサーチ（83スキル）
### 科学研究
- scientific-agent-skills by K-Dense-AI（18,900スター）— 133スキル。がんゲノミクス, 薬物ターゲット結合, 分子動力学, 78以上のデータベース
- AI-research-SKILLs by Orchestra-Research（87スキル）— 文献調査, 実験実行, 論文執筆。115,000行
- Awesome-Scientific-Skills by InternScience — PubMed, RDKit, 科学的ライティング向けオープンコレクション
- paper-writing-skill by SNL-UCSB — 5段階パイプライン: ブレインストーミング → ドラフト0 → 評価 → 執筆 → 圧縮
- Research-Paper-Writing-Skills by Master-cai — アブストラクト, 序論, 手法, 実験, 結論
- academic-research-skills by Imbad0202 — 論文の読書・執筆・レビュー。認知フレームワーク
- econ-writing-skill by hanlulong — 50人以上の著名経済学者のガイドに基づく経済学論文
- academic-paper-skills by lishix520 — ストラテジスト + コンポーザーの2スキルシステム
### データエンジニアリング
- data-engineer by alirezarezvani — データパイプライン, ETL, ウェアハウス設計
- database-designer by alirezarezvani — スキーマアナライザー, ERD生成, インデックスオプティマイザー
- database-schema-designer by alirezarezvani — 要件からマイグレーション・型・シードデータ・RLSまで
- migration-architect by alirezarezvani — マイグレーションプランナー, 互換性チェッカー
- duckdb-skills by DuckDB — DuckDB分析パターン
### ドキュメントインテリジェンス
- nutrient-agent-skill by PSPDFKit-labs — 40以上のエージェント。変換, OCR（20以上の言語）, 編集, 署名, フォーム。97以上の形式
- kreuzberg by kreuzberg-dev — Rustコアのドキュメントインテリジェンス。97以上の形式, 248プログラミング言語, OCR
- claude-office-skills by claude-office-skills — スマートOCR, ドキュメントパーサー, レイアウトアナライザー, テーブル抽出
---
## Part 12：オートメーション & プロダクティビティ（84スキル）
### ワークフロー自動化
- dispatching-parallel-agents by obra — コンテキスト分離を伴う並行サブエージェントワークフロー
- mcp-server-builder by alirezarezvani — OpenAPI仕様からMCPサーバーを構築
- browser-automation by alirezarezvani — Webブラウザ自動化パターン
- n8n-skills by czlonkowski — n8nワークフロー自動化
### 連携 & ツール
- firecrawl-skills by Firecrawl（3,000以上のスター）— Webスクレイピング, 検索, 抽出, ブラウザ自動化
- qdrant-skills by Qdrant — ベクターデータベースパターン
- gsap-skills by GreenSock — アニメーションライブラリパターン
### プロダクティビティ
- cc-switch by farion1231（45,418スター）— マルチプロジェクトワークフロー向けコンテキスト管理
- wonda by degausai — AIプロダクティビティアシスタント
- beautiful-prose by SHADOWPR0 — 美しい文章の生成
- humanizer by blader — コンテンツのヒューマナイズ
- tweetclaw by Xquik-dev — Twitter/Xコンテンツ制作
- x-article-publisher by wshuyi — Xへの記事パブリッシング
- email-marketing-bible by CosmoBlk — メールマーケティング総合ガイド
- ai-marketing-skills by BrianRWagner — AIを活用したマーケティング自動化
- advertising-skills by realkimbarrett — 広告: アバター, オファー, ヘッドライン
- whatsapp-integrate / whatsapp-automate by gokapso — WhatsApp連携と自動化
---
## Part 13：専門ドメイン（38スキル）
### 教育
- claude-education-skills by GarethManning — 14の教育ドメインにわたる100以上のスキル
- deeptutor-claude-skill by ndpvt-web — 知識グラフを活用したグラフ強化RAGチュータリング
- moodle-mcq by danielcregg — GIFT/XML/Aiken形式のMoodleクイズ生成
- codebase-to-course by zarazhangrui — コードベースをインタラクティブHTMLコースに変換
- tutor-skills by RoundTable02 — インタラクティブクイズ付きStudyVault生成
### ホームオートメーション
- claude-homelab by jmagar — 18スキル: Plex, Radarr, Sonarr, Tailscale, ZFS
- homeassistant-claude-kit by dcb — Reactダッシュボード付きHome Assistantセットアップ
### トラベル & 系譜
- travel-hacking-toolkit by borski — ポイント, マイル, アワード航空券の最適化
- genealogy-research by sliday — GPSメソドロジー, 15カ国, 歴史文書
- claude-family-history-research-skill by emaynard — GPSとEvidence Explained引用メソドロジー
### ヘルス & フィットネス
- agilefitness by coachmanjeet — フィットネス: ワークアウト設計, 栄養, 食事計画
### ニッチなプログラミング言語
- swiftui-agent-skill by Paul Hudson (twostraws) — SwiftUI, SwiftData, Swift Concurrency, Swift Testing
- swift-development by hmohamed01 — Swift iOS/macOS（Appleの最新ドキュメントを動的取得）
- swift-unit-test-instructions by jeremieb — Swift/SwiftUI/UIKitテストフレームワーク
- rust-skills by actionbook — メタ問題駆動知識インデックスによるRust
- rust-dev-skill by onsails — 厳格なRust FAIL FAST。Edition 2024
- claude-code_rails-upgrade-skill by ombulabs — Railsのバージョン2.3〜8.1へのアップグレード
- claude-code_dual-boot-skill by ombulabs — デュアルブート依存環境
- layered-rails-skills by palkan — レイヤードRailsアーキテクチャコマンド
- threejs-skills by cloudai-x (pinkforest) — 10スキル: 基礎, ジオメトリ, マテリアル, シェーダー
### メタ & ディレクトリ
- awesome-agent-skills by VoltAgent（16,400スター）— 公式チーム + コミュニティから1,000以上のスキルをキュレーション
- awesome-claude-skills by travisvn — Claude Skills & リソースのキュレーションリスト
- claude-code-skill-factory by alirezarezvani — プロダクション品質スキル構築ツールキット。5種のファクトリー
---
## 付録A：トラストスコア方法論
これらのスキルをいち早く導入し、ワークフローに組み込んだ人々は、後から知る人より複利的な優位性を得る。新しいツールが登場したときは、いつもそういうものだ。
この記事はエコシステムの成長に合わせて更新される。
---
## 付録B：セキュリティ上の考慮事項
**文書化されたCVE（2026年4月時点でいずれもパッチ適用済み）**
- CVE-2025-49596（CVSS 9.4、MCP Inspector経由のRCE）
- CVE-2025-59536（CVSS 8.7、MCPコンセントバイパス経由のRCE）
- CVE-2025-54795（CVSS 8.7、コマンドインジェクション）
- CVE-2025-54794（CVSS 7.7、パス制限バイパス）
- CVE-2025-64755（CVSS High、sedパースバイパス）
- CVE-2025-52882（CVSS High、WebSocketオリジン検証）
- CVE-2025-53109（CVSS High、ファイルシステムシンリンクバイパス）
- CVE-2025-53110（CVSS High、パストラバーサル）
- CVE-2026-21852（CVSS 5.3、APIキー漏洩）
**セキュリティベストプラクティス**
1. 検証済みパブリッシャーの公式スキルを優先する
2. インストール前にSKILL.mdを読む
3. 標準ライブラリのみを使用するスキルを優先する
4. 試験的なスキルはサンドボックス環境で使用する
5. セキュリティアドバイザリを購読する
6. セキュリティ重視のスキルを定期的に実行する
claude-codeskillsecosystem-mapclaude-setup
500以上のリポジトリから発掘した1,116個のClaude Code Skills完全マップ【全リンク付き】
♥ 231↻ 22
原文を表示 / Show original
Mr. Buzzoni
@polydao
I FOUND 1,116 CLAUDE CODE SKILLS FROM 500+ REPOS SO YOU DON'T HAVE TO. [ALL LINKS]
3
60
438
400K
1,116 skills from 500+ repositories, 200+ authors
Most people use Claude Code like a fancy autocomplete
They don't know Skills exist
I spent the last month going through 500+ repositories and 200+ authors to map the entire Claude Code Skills ecosystem.
What I found: 1,116 unique skills across 10 categories - from official Anthropic to Microsoft, Cloudflare, Sentry, and hundreds of community creators
This is the most complete map of the Claude Code Skills ecosystem that exists right now
Everything is categorized, linked, and ready to install
Part 1: Official Anthropic Skills
Repo: github.com/anthropics/skills (121,000 stars) - 17 skills inside
Document Generation: docx, pdf, pptx, xlsx
Development: frontend-design, webapp-testing, claude-api
MCP & Meta: mcp-builder, skill-creator
Enterprise: doc-coauthoring, brand-guidelines, internal-comms
Creative: algorithmic-art, canvas-design, theme-factory, web-artifacts-builder, slack-gif-creator
Part 2: Verified Partner Skills
Sentry - 30 skills inside
Repo: github.com/getsentry/sentry-for-ai (2,500+ stars)
SDK skills:
Cloudflare - 16+ skills inside
Repo: github.com/cloudflare/skills (923 stars) Workers, D1, R2, KV, Durable Objects, Agents SDK, Workflows, Queues, Pages
Trail of Bits - 29 skills inside
Repo: github.com/trailofbits/skills (4,700+ stars) static-analysis, variant-analysis, semgrep-rule-creator, semgrep-rule-variant-creator, insecure-defaults, differential-review, sharp-edges etc
Microsoft - 133 skills inside
Repo: github.com/MicrosoftDocs/Agent-Skills (495 stars)
.NET (25): azure-ai-openai-dotnet, azure-cosmos-dotnet, azure-identity-dotnet, azure-search-dotnet, azure-servicebus-dotnet, m365-agents-dotnet, and 19 more
Java (30): azure-ai-contentsafety-java, azure-cosmos-java, azure-eventhub-java, azure-identity-java, azure-storage-java, and 25 more
Python (40+): azure-ai-ml-py, azure-cosmos-py, azure-identity-py, azure-keyvault-py, azure-monitor-py, azure-search-py, fastapi-router-py, pydantic-models-py, and 32 more
Rust (7): azure-cosmos-rust, azure-eventhub-rust, azure-identity-rust, and 4 more
TypeScript (22): azure-ai-contentsafety-ts, azure-cosmos-ts, azure-identity-ts, azure-playwright-testing-ts, and 18 more
Core (9): cloud-solution-architect, copilot-sdk, entra-agent-id, frontend-design-review, github-issue-creator, mcp-builder, podcast-generation, skill-creator, continual-learning
Skills From the Tools You Already Use
HashiCorp
Terraform: providers, testing, stacks, style guide, import, actions, refactor
Repo: github.com/hashicorp/skills
Firecrawl
Web scraping, search, onboarding, interactive builds · 3,000+ stars
Repo: github.com/firecrawl/firecrawl-claude-plugin
AWS
Serverless, Amplify, databases, migrations, location service · 595 stars
Repo: github.com/awslabs/agent-plugins
Azure
MCP Server, Foundry MCP
Repo: github.com/microsoft/azure-skills
DigitalOcean
App Platform deployment · 19 stars
Repo: github.com/digitalocean-labs/do-app-platform-skills
Pulumi
Миграция: Terraform → Pulumi, CDK, CloudFormation, ARM. Best practices, automation API, ESC · 34 stars
Repo: github.com/pulumi/agent-skills
Neon
Postgres, claimable DB, egress optimizer · 52 stars
Repo: github.com/neondatabase-labs/ai-rules
Supabase
Postgres best practices
Repo: github.com/supabase/agent-skills
PlanetScale
MySQL branching, query performance, index design
Repo: github.com/planetscale/claude-plugin
ClickHouse
Best practices, chdb, architecture advisor, cloud/local deploy
Repo: github.com/clickhouse/clickhouse
Remotion
Programmatic video creation with React · 500 stars
Repo: github.com/remotion-dev/skills
WordPress
Block dev, themes, plugins, REST API, WP-CLI, performance, PHPStan, Playground
Repo: github.com/WordPress/wordpress
OpenAI
Figma (8), Notion (4), security (3), deployment, games, Sora, speech, slides
Repo: github.com/openai
Figma
Code connect, design system, generate design/library, implement design
Repo: github.com/figma
Google Gemini
Gemini API, Vertex AI, Live API, Interactions API
Repo: github.com/google-gemini
Stripe
Best practices, upgrade guide
Repo: github.com/stripe
Better Auth
Auth setup, providers, email/password, 2FA, organizations
Repo: github.com/better-auth
fal.ai
Image/video/audio gen, 3D, lip sync, tryon, upscale, realtime, workflow
Repo: github.com/fal-ai-community
Sanity
Best practices, content modeling, SEO, experimentation
Repo: github.com/sanity-io
Tinybird
Best practices, CLI, Python SDK, TypeScript SDK
Repo: github.com/tinybirdco
CallStack (React Native)
Best practices, GitHub integration, upgrading RN
Repo: github.com/callstackincubator
Typefully - social media content for X, LinkedIn, Threads, Bluesky, Mastodon
Repo: github.com/typefully
Replicate - discover and run AI models
Repo: github.com/replicate
Composio - connect to 1,000+ external apps
Repo: github.com/composiohq
Courier - multi-channel notifications
Repo: github.com/trycourier
VoltAgent
Repo: github.com/VoltAgent/awesome-agent-skills (16,400 stars) create-voltagent, voltagent-best-practices, voltagent-core-reference, voltagent-docs-bundle
Part 3: Mega Collections
obra/superpowers - 20 skills inside
Repo: github.com/obra/superpowers (166,000 stars)
/test-driven-development, systematic-debugging, verification-before-completion, brainstorming, writing-plans, executing-plans, dispatching-parallel-agents, requesting-code-review, receiving-code-review, using-git-worktrees, finishing-a-development-branch, subagent-driven-development, writing-skills, using-superpowers, defense-in-depth
alirezarezvani/claude-skills - 235 skills inside
Repo: https://github.com/alirezarezvani/claude-skills (12,000 stars)
Engineering (37 core)
Marketing (44)
Product (16)
Regulatory (14)
C-Level Advisory (34)
Business (5)
Finance (4)
wshobson/agents - 150 skills inside
Repo: github.com/wshobson/agents (33,900 stars)
mattpocock/skills - 17 skills inside
Repo: github.com/mattpocock/skills (16,500 stars)
tdd, triage-issue, request-refactor-plan, setup-pre-commit, git-guardrails, to-prd, improve-codebase-architecture, and 10 more
Mr. Buzzoni
@polydao
·
Apr 16
Claude Code will grill you with 40+ questions before writing a single line of code
> it's called /grill-me - 3 sentences long. most impactful skill I use
instead of jumping straight to code - it walks every branch of your design tree until there's zero ambiguity
> every
Show more
Quote
Mr. Buzzoni
@polydao
·
Apr 15
Article
Top 67 Claude Skills That Turn a $20 Subscription Into a Full Dev Team - (Full Links)
Most people use Claude like a $20 autocomplete
They type. They get an answer. They move on
> They have no idea Claude can run an entire dev team - architect, reviewer, debugger, docs writer - all at...
21
141
1.5K
213K
NeoLabHQ/context-engineering-kit - 13 plugins inside
Repo: github.com/NeoLabHQ/context-engineering-kit (833 stars)
tdd, sdd, code-review, reflexion, sadd, ddd, kaizen, git, customize-agent, docs, tech-stack, mcp, fpf
jeffallan/claude-skills - 66 skills inside
Repo: github.com/Jeffallan/claude-skills (8,400 stars)
devops-engineer, sre-engineer, terraform-engineer, kubernetes-specialist, monitoring-expert, cloud-architect
hamelsmu/evals-skills - 7 skills inside
Repo: github.com/hamelsmu/evals-skills (995 stars) - LLM evaluation skills for benchmarking
forrestchang/karpathy-skills - skills inside
Repo: github.com/forrestchang/andrej-karpathy-skills (43,650 stars) - Andrej Karpathy coding philosophy for AI-native development
Part 4: Core Development
Methodologies
learn-claude-code by shareAI-lab (53,825 stars) - Claude Code onboarding
tdd by mattpocock (16,500 stars repo) - TypeScript-first TDD
tdd-guide by alirezarezvani (12,000 stars repo) - TDD methodology
tdd, sdd, kaizen by NeoLabHQ (833 stars repo) - TDD with anti-patterns, spec-driven dev, continuous improvement
Code Review & Quality
requesting-code-review, receiving-code-review, subagent-driven-development by obra (160,000 stars repo)
code-review-graph by tirth8205 (10,353 stars) - Visual code review with dependency mapping
code-review-skill by awesome-skills - Multi-language code review
reflexion by NeoLabHQ - Self-reflection for code improvement
Testing
webapp-testing by Anthropic (121,000 stars repo) - Playwright E2E testing
playwright-pro by alirezarezvani - Test generation, flaky fix, migration
playwright-skill by testdino - 70+ guides in 5 packs
cypress-agent-skill by KahlilR23 - 25+ Cypress patterns
evals-skills by hamelsmu (995 stars) - 7 LLM evaluation skills
outside-in-tdd by JoeGaebel - Outside-in TDD
Debugging
systematic-debugging, verification-before-completion by obra - 4-phase root cause, evidence verification
Git & Automation
using-git-worktrees, finishing-a-development-branch by obra - Parallel branches, merge guidance
pr-create-fetch by angakh - PR creation automation
git-guardrails, setup-pre-commit by mattpocock
Architecture & Planning
brainstorming, writing-plans, executing-plans by obra - Socratic refinement, implementation strategies
graphify by safishamsi (27,462 stars) - Codebase visualization
monorepo-navigator by alirezarezvani - Turborepo/Nx/pnpm management
Accessibility
accessibility by addyosmani (16,400 stars repo) - WCAG compliance
AI/ML Engineering
rag-architect by alirezarezvani - RAG pipeline builder
self-improving-agent by alirezarezvani - Auto-memory curation
llm-cost-optimizer by alirezarezvani - API cost optimization
Additional Core Dev
The remaining ~200 skills in this category come from the mega collections above (alirezarezvani engineering tier, obra superpowers, mattpocock, NeoLabHQ, wshobson) and individual repos.
Key names: qa-engineer, browser-automation, statistical-analyst, codebase-onboarding, runbook-generator, changelog-generator, llm-wiki, code-tour, demo-video, tech-stack, fpf, customize-agent
Part 5: Security & Compliance
Professional Firms
Trail of Bits Skills by Trail of Bits (4,700 stars) - 29 plugins. See Part 2.
Ghost Security by Ghost Security - 7 skills: SAST, SCA, DAST, secrets, reporting
Phoenix Security by Security-Phoenix-demo - CTI research, OpenGrep rules, NotebookLM
Community Collections
Anthropic-Cybersecurity-Skills by mukul975 (4,800 stars) - 754 skills, 38 domains, MITRE/NIST mapped
awesome-claude-skills-security by Eyadkelleh - 7 plugins for pentesting
OWASP & Standards
www-project-agentic-skills-top-10 by OWASP - AI agent security risks
claude-code-owasp by agamm (136 stars) - OWASP Top 10:2025, ASVS 5.0, 20+ languages
Individual Security Skills
VibeSec-Skill by BehiSecc (785 stars) - Bug bounty: IDOR, XSS, SSRF, SQLi
clawsec by prompt-security (909 stars) - Drift detection, CVE monitoring
varlock-claude-skill by wrsmith108 (16 stars) - Secure env var management
ffuf_claude_skill by jthack (126 stars) - Web fuzzing
sanitize by agentward-ai (2,900+ stars repo) - PII redaction, 15 categories
security-bluebook-builder by SHADOWPR0 - Security documentation
ironclaw-agent-guard by IronClaw - Prompt injection detection
Compliance
Claude-Skills-Governance-Risk-and-Compliance by Sushegaad - 12 frameworks: ISO 27001, SOC 2, FedRAMP, GDPR, HIPAA, PCI DSS, DORA
AgentWard by agentward-ai (2,900+ stars) - HIPAA, SOX, GDPR, PCI-DSS. 1,500+ tests
claude-agentic-framework by dralgorhythm (69 stars) - 67 skills with safety hooks
snyk-fix by snyk - Automated vulnerability remediation
Part 6: DevOps & Infrastructure
Terraform
terrashark by LukasNiessen (140 stars) - Terraform eliminating LLM hallucinations
terraform-engineer by jeffallan - Senior Terraform across AWS, Azure, GCP
terraform-aws by a-pavithraa - AWS Terraform modules
terraform-opentofu by lgbarn - Multi-agent plan analysis, drift detection
Docker
docker-development, docker - See alirezarezvani/claude-skills and wshobson/agents in Part 3
Kubernetes
kubernetes-skill by LukasNiessen (11 stars) - K8s eliminating deprecated APIs
k8s-skills by foxj77 (5 stars) - 20 skills: Flux CD GitOps, Helm, cert-manager, Kyverno
Cloud (Official)
awslabs/agent-plugins (595 stars) - AWS deploy, serverless, databases
MicrosoftDocs/Agent-Skills (495 stars) - Azure Functions, AKS, Storage, SQL
cloudflare/skills (923 stars) - Workers, D1, R2, KV
do-app-platform-skills (19 stars) - DigitalOcean
Databases
neon-ai-rules by Neon (52 stars) - Serverless Postgres
supabase/agent-skills by Supabase - Postgres best practices
planetscale-claude-plugin by PlanetScale - MySQL branching
clickhouse by ClickHouse - 6 skills
CI/CD & IaC
pulumi-agent-skills by Pulumi (34 stars) - Migration and authoring
hello-ansible-skills by sigridjineth - 4 Ansible skills
GitHub Actions, GitLab CI, Jenkins - See wshobson/agents in Part 3
Monitoring
monitoring-expert, sre-engineer, devops-engineer by jeffallan - Prometheus, Grafana, DataDog, SLI/SLO
incident-runbook-templates, cloud-cost-optimization by wshobson - SEV1-SEV4, FinOps
Part 7: Product & Project Management
pm-skills by phuryn (10,300 stars) - 100+ skills, 8 plugins. /discover, /strategy, /write-prd
Product-Manager-Skills by deanpeters (3,600 stars) - 47 PM skills + 6 workflows
product-manager through project-templates - All in alirezarezvani/claude-skills (Part 3). 85 skills total across product, UX, PM, and Atlassian domains
Part 8: Marketing & Growth
SEO & GEO
seo-geo-claude-skills by aaron-he-zhu (1,100 stars) - 20 skills, 14 MCP integrations
claude-seo by AgriciDaniel - 19 sub-skills, 12 subagents
aso-skills by Eronred (938 stars) - 25 ASO skills across 6 categories
Marketing Collections
marketingskills by coreyhaines31 - 36 skills across 7 categories
founder-skills by ognjengt (125 stars) - 20 skills: copywriting, CRO, viral hooks
All alirezarezvani marketing skills - See Part 3 (44 skills)
Part 9: Business & Finance
charlie-cfo-skill by EveryInc (195 stars) - Bootstrapped CFO
openaccountants by openaccountants (26 stars) - 371 tax skills, 134 countries
finance-assistant-skill by googlarz - Personal finance, 11 modes
canadian-finance-planner by cjpatten - Canadian RRSP/TFSA/FHSA
awesome-legal-skills by lawvable (248 stars) - Employment, corporate, methodology
ai-legal-claude by zubair-trabzada - 14 skills, 5 agents. Contracts, NDA, GDPR
claude-legal-skill by evolsb - CUAD risk detection, redlines
C-Level Advisory (34), Regulatory (14), Business Growth (5), Finance (4) - All in alirezarezvani/claude-skills (Part 3)
Part 10: Design & Creative
Video
video-use by browser-use - AI video editing
ndemo by splitbrain - Narrated demo videos with TTS
claude-code-video-toolkit by digitalsamba - Remotion, ElevenLabs, ffmpeg
remotion by Remotion (500 stars) - Programmatic video with React
3D & Graphics
render by mfranzon - 3D models from text, Three.js viewer
procedural-clouds-threejs by CK42BB - Volumetric clouds
sparkjs-skill by shi3z - 3D Gaussian Splat rendering
Game Dev
Unity-Skills by Besty0728 - 543 skills for Unity
GodotPrompter by jame581 - 28+ Godot 4.x skills
godogen by htdt - Complete Godot projects from descriptions
Design
awesome-design-md by VoltAgent - 55+ brand design systems
resume-skills by Paramchoudhary - Resume generation
creative-director-skill by smixs - Creative direction
Part 11: Data & Research
scientific-agent-skills by K-Dense-AI (18,900 stars) - 133 skills. Genomics, drug binding, molecular dynamics
AI-research-SKILLs by Orchestra-Research - 87 skills, 115K lines
paper-writing-skill by SNL-UCSB - Five-stage pipeline
econ-writing-skill by hanlulong - Economics papers from 50+ guides
Awesome-Scientific-Skills by InternScience - Open collection
Research-Paper-Writing-Skills by Master-cai - Abstract through Conclusion
academic-research-skills by Imbad0202 - Cognitive framework approach
academic-paper-skills by lishix520 - Strategist + Composer
database-designer, migration-architect - See alirezarezvani/claude-skills (Part 3)
nutrient-agent-skill by PSPDFKit-labs - 40+ agents, OCR, 97+ formats
kreuzberg by kreuzberg-dev - Rust-core, 97+ formats, 248 languages
claude-office-skills by claude-office-skills - OCR, Doc Parser, Layout Analyzer
Part 12: Automation & Productivity
cc-switch by farion1231 (45,418 stars) - Context management
n8n-skills by czlonkowski - n8n workflow automation
firecrawl-claude-plugin by Firecrawl (3,000+ stars) - Web scraping, search, extraction
qdrant-skills by Qdrant - Vector database patterns
gsap-skills by GreenSock - Animation library
wonda by degausai - AI productivity
beautiful-prose by SHADOWPR0 - Prose generation
humanizer by blader - Content humanization
tweetclaw by Xquik-dev - Twitter/X content
x-article-publisher by wshuyi - Article publishing
email-marketing-bible by CosmoBlk - Email marketing guide
ai-marketing-skills by BrianRWagner - Marketing automation
advertising-skills by realkimbarrett - Avatars, offers, headlines
whatsapp-integrate, whatsapp-automate by gokapso - WhatsApp integration
Part 13: Specialized Domains
Education
claude-education-skills by GarethManning - 100+ skills across 14 educational domains
deeptutor-claude-skill by ndpvt-web - Graph-enhanced RAG tutoring with knowledge graphs
moodle-mcq by danielcregg - Moodle quiz generation in GIFT/XML/Aiken formats
codebase-to-course by zarazhangrui - Turn codebases into interactive HTML courses
tutor-skills by RoundTable02 - StudyVault generation with interactive quizzes
Home Automation
claude-homelab by jmagar - 18 skills: Plex, Radarr, Sonarr, Tailscale, ZFS
homeassistant-claude-kit by dcb - Home Assistant setup with React dashboard
Travel & Genealogy
travel-hacking-toolkit by borski - Points, miles, award flights optimization
genealogy-research by sliday - GPS methodology, 15 countries, historical documents
claude-family-history-research-skill by emaynard - GPS and Evidence Explained citation methodology
Health & Fitness
agilefitness by coachmanjeet - Fitness: workout design, nutrition, meal planning
Niche Programming Languages
swiftui-agent-skill by Paul Hudson (twostraws) - SwiftUI, SwiftData, Swift Concurrency, Swift Testing
swift-development by hmohamed01 - Swift iOS/macOS with live Apple docs fetching
swift-unit-test-instructions by jeremieb - Swift/SwiftUI/UIKit testing framework
rust-skills by actionbook - Rust with Meta-Problem-Driven Knowledge Indexing
rust-dev-skill by onsails - Strict Rust FAIL FAST. Edition 2024
claude-code_rails-upgrade-skill by ombulabs - Rails upgrades from 2.3 to 8.1
claude-code_dual-boot-skill by ombulabs - Dual-boot dependency environments
layered-rails-skills by palkan - Layered Rails architecture commands
threejs-skills by cloudai-x (pinkforest) - 10 skills: fundamentals, geometry, materials, shaders
Meta & Directories
awesome-agent-skills by VoltAgent (16,400 stars) - 1,000+ curated skills from official teams + community
awesome-claude-skills by travisvn - Curated list of Claude skills and resources
claude-code-skill-factory by alirezarezvani - Toolkit for building production-ready skills. 5 factories
Appendix A: Trust Score Methodology
The people who install these now and build their workflows around them will have a compounding advantage over everyone who finds out later. That's always how it works with new tooling
This article will be updated as the ecosystem grows
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procedural-clouds-threejs by CK42BB - Volumetric raymarching clouds in Three.js
sparkjs-skill by shi3z - 3D Gaussian Splat rendering with Three.js
fal-3d by fal.ai - Generate 3D models from text/images
Design Systems
awesome-design-md by VoltAgent - 55+ brand design systems (Apple, Stripe, Vercel, Spotify, Figma)
resume-skills by Paramchoudhary - Resume generation and optimization
creative-director-skill by smixs - Creative direction and brand development
Game Development
Unity-Skills by Besty0728 - 543 skills. Semi-auto and full-auto modes for Unity
GodotPrompter by jame581 (28+ skills) - Godot 4.x: gameplay, UI, multiplayer, rendering, build/deploy
godogen by htdt - Complete Godot projects from descriptions. 850+ API docs
Part 11: Data & Research (83 skills)
Scientific Research
scientific-agent-skills by K-Dense-AI (18,900 stars) - 133 skills. Cancer genomics, drug-target binding, molecular dynamics, 78+ databases
AI-research-SKILLs by Orchestra-Research (87 skills) - Literature survey, experiment execution, paper writing. 115K lines
Awesome-Scientific-Skills by InternScience - Open collection for PubMed, RDKit, scientific writing
paper-writing-skill by SNL-UCSB - Five-stage pipeline: Brainstorm -> Draft 0 -> Evaluate -> Write -> Compress
Research-Paper-Writing-Skills by Master-cai - Abstract, Introduction, Method, Experiments, Conclusion
academic-research-skills by Imbad0202 - Reading, writing, reviewing papers. Cognitive framework
econ-writing-skill by hanlulong - Economics papers from 50+ leading economists' guides
academic-paper-skills by lishix520 - Strategist + Composer two-skill system
Data Engineering
data-engineer by alirezarezvani - Data pipelines, ETL, warehouse design
database-designer by alirezarezvani - Schema analyzer, ERD generation, index optimizer
database-schema-designer by alirezarezvani - Requirements to migrations, types, seed data, RLS
migration-architect by alirezarezvani - Migration planner, compatibility checker
duckdb-skills by DuckDB - DuckDB analytics patterns
Document Intelligence
nutrient-agent-skill by PSPDFKit-labs - 40+ agents. Convert, OCR (20+ languages), redact, sign, forms. 97+ formats
kreuzberg by kreuzberg-dev - Rust-core document intelligence. 97+ formats, 248 programming languages, OCR
claude-office-skills by claude-office-skills - Smart OCR, Doc Parser, Layout Analyzer, Table Extractor
Part 12: Automation & Productivity (84 skills)
Workflow Automation
dispatching-parallel-agents by obra - Concurrent subagent workflows with context isolation
mcp-server-builder by alirezarezvani - MCP servers from OpenAPI specs
browser-automation by alirezarezvani - Web browser automation patterns
n8n-skills by czlonkowski - n8n workflow automation
Integrations & Tools
firecrawl-skills by Firecrawl (3,000+ stars) - Web scraping, search, extraction, browser automation
qdrant-skills by Qdrant - Vector database patterns
gsap-skills by GreenSock - Animation library patterns
Productivity
cc-switch by farion1231 (45,418 stars) - Context management for multi-project workflows
wonda by degausai - AI productivity assistant
beautiful-prose by SHADOWPR0 - Beautiful prose generation
humanizer by blader - Content humanization
tweetclaw by Xquik-dev - Twitter/X content creation
x-article-publisher by wshuyi - Article publishing for X
email-marketing-bible by CosmoBlk - Email marketing comprehensive guide
ai-marketing-skills by BrianRWagner - AI-powered marketing automation
advertising-skills by realkimbarrett - Advertising: avatars, offers, headlines
whatsapp-integrate and whatsapp-automate by gokapso - WhatsApp integration and automation
Part 13: Specialized Domains (38 skills)
Scoring formula: FINAL SCORE = BASE TIER SCORE + SUM(BONUSES) + SUM(PENALTIES), capped at 10, floored at 0.
Base tier scores: Tier 1 (Official/Enterprise or 5,000+ stars) = 7.0. Tier 2 (Verified Community, 1,000-5,000 stars) = 5.0. Tier 3 (Emerging, under 1,000 stars) = 3.0. Tier 4 (Experimental) = 1.0.
Bonuses (up to +5): Recent commits under 1 month (+2), under 3 months (+1), Python stdlib only (+1), multi-tool compatibility (+1), comprehensive README (+1), test coverage (+1).
Penalties: No README (-1), known security flags (-2), no activity over 6 months (-1), over 12 months (-2), single contributor (-0.5), fork without attribution (-1), eval/exec usage (-1.5), hardcoded secrets (-2), unvalidated network calls (-1), prompt injection patterns (-2).
Score interpretation: 9-10 = EXCEPTIONAL. 7-8 = HIGH TRUST. 5-6 = MODERATE. 3-4 = LOW. 0-2 = UNTRUSTED. Under 0 = REJECT.
Appendix B: Security Considerations
Documented CVEs (all patched as of April 2026): CVE-2025-49596 (CVSS 9.4, RCE via MCP Inspector), CVE-2025-59536 (CVSS 8.7, RCE via MCP consent bypass), CVE-2025-54795 (CVSS 8.7, command injection), CVE-2025-54794 (CVSS 7.7, path restriction bypass), CVE-2025-64755 (CVSS High, sed parsing bypass), CVE-2025-52882 (CVSS High, WebSocket origin validation), CVE-2025-53109 (CVSS High, filesystem symlink bypass), CVE-2025-53110 (CVSS High, path traversal), CVE-2026-21852 (CVSS 5.3, API key exfiltration).
Security best practices: 1) Prefer official skills from verified publishers. 2) Read SKILL.md before installing. 3) Favor stdlib-only skills. 4) Use sandboxed environments for experimental skills. 5) Subscribe to security advisories. 6) Run security-focused skills regularly.
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8:49 PM · Apr 24, 2026
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