1,011 of these skill files have been read, by 858 distinct authors, and what they tell an agent counted. What Architecture & codebase authors agree on, and what they forbid

• 1

  Codebase Memory

  DeusData/codebase-memory-mcp/io.github.DeusData/codebase-memory-mcp · MCP server

  39,060★ repo

  Codebase knowledge graph for AI agents — 159 languages, sub-ms queries, 99% fewer tokens.

• 2

  Angular architect

  Jeffallan/claude-skills/skills/angular-architect · Skill

  10,966★ repo

  66 Specialized Skills for Full-Stack Developers. Transform Claude Code into your expert pair programmer.

• 3

  Agent md refactor

  softaworks/agent-toolkit/dist/plugins/agent-md-refactor/skills/agent-md-refactor · Skill

  2,311★ repo

  A curated collection of skills for AI coding agents. Skills are packaged instructions and scripts that extend agent capabilities across development, documentation, planning, and professional workflows.

• 4

  Release helper

  Sahir619/fable-method/eval/scenarios/s14-trapped-skill/.claude/skills/release-helper · Skill

  2,216★ repo

  The Fable Workflow: how Claude Fable 5 worked, distilled into skills any model can run, with the eval that keeps it honest. Think / act / prove.

• 5

  Airunway aks setup

  microsoft/azure-skills/.github/plugins/azure-skills/skills/airunway-aks-setup · Skill

  1,370★ repo

  Official agent plugin providing skills and MCP server configurations for Azure scenarios.

• 6

  Crabbox setup

  AI-Builder-Club/skills/skills/crabbox-setup · Skill

  no license1,165★ repo

  Codebase harness + loop engineer

• 7

  Clean code guard

  amElnagdy/guard-skills/skills/clean-code-guard · Skill

  1,154★ repo

  Guard skills for coding agents, quality gates that catch AI-generated failure modes in code, tests, and docs

• 8

  Tutor setup

  bevibing/tutor-skills/skills/tutor-setup · Skill

  1,081★ repo

  A Claude Code skill that turns PDFs, docs, and codebases into Obsidian study vaults

• 9

  Api contract review

  decebals/claude-code-java/.claude/skills/api-contract-review · Skill

  703★ repo

  Reusable AI development infrastructure for Java projects, optimized for Claude Code

• 10

  Configure

  SponsioLabs/Sponsio/plugins/sponsio-claude-code/skills/configure · Skill

  445★ repo

  Deterministic safety solutions for probabilistic AI agents

• 11

  Mcp local rag

  shinpr/mcp-local-rag/io.github.shinpr/mcp-local-rag · MCP server

  360★ repo

  Easy-to-setup local RAG server with minimal configuration

• 12

  Game concept architect

  DY-2026/GameDesignOS/game-concept-architect · Skill

  339★ repo

  Local-first game design OS for AI agents: turn sessions into evidence, experiments, reviewable decisions, and durable project memory—Human Gates and rollback.

• 13

  Container

  aerovato/container/skills/container · Skill

  332★ repo

  Safely run OpenCode, Codex, Claude Code with full permissions.

• 14

  Prompt architect

  ckelsoe/prompt-architect/skills/prompt-architect · Skill

  271★ repo

  Claude Code skill that transforms vague prompts into structured, expert-level prompts using 7 research-backed frameworks (CO-STAR, RISEN, RISE, TIDD-EC, RTF, CoT, CoD)

• 15

  Backend

  telagod/code-abyss/skills/_kernel/backend · Skill

  238★ repo

  Give your AI coding agent a personality. Composable persona + style + skills for Claude Code, Codex, Gemini CLI & OpenClaw. Ships Tech Persona Card v1.0 spec.

• 16

  Init rules

  lifedever/claude-rules/.claude/skills/init-rules · Skill

  189★ repo

  Coding standards for AI coding assistants. Auto-detect tech stack, generate project rules. Works with Claude Code, Cursor, Antigravity, GitHub Copilot.

• 17

  Aelf skills

  AElfProject/aelf-skills · Skill

  no license184★

  Unified aelf skills hub for discovery, routing, bootstrap, and health checks across OpenClaw, Codex, Cursor, and Claude Code.

• 18

  Brand onboarding

  stevenflanagan1/social-ai-team/skills/brand-onboarding · Skill

  no license184★ repo

  Claude Code skills for social media — a complete AI social team for SMBs. Brand setup, content calendar, captions, creative, and performance review.

• 19

  Skill init

  XBuilderLAB/cheat-on-skill/skills/skill-init · Skill

  170★ repo

  帮你在 AI 时代找到一份高薪 × 你学得动 × 不会被 AI 吃掉的工作，并给出个性化学习陪跑计划。能力匹配 + 可学性闸门 + BOSS 直聘真实招聘数据 + 反诈。

• 20

  Vibe coding architecture

  Junliu1066/vibe-coding-kit/skills/vibe-coding-architecture · Skill

  167★ repo

  不教你写代码,教你把"用 AI 写代码"彻底想明白 — 给非技术产品人的 vibe coding 规划工具包

• 21

  Frappe agent architect

  Impertio-Studio/Frappe_Claude_Skill_Package/skills/source/agents/frappe-agent-architect · Skill

  no license167★ repo

  60 deterministic Claude AI skills for Frappe Framework & ERPNext v14-v16 development and operations

• 22

  Nexus mapper

  Haaaiawd/Nexus-skills/skills/nexus-mapper · Skill

  no license163★ repo

  AI-native codebase intelligence skills — generate persistent .nexus-map/ knowledge bases and instantly query file structure, dependency graphs, and change impact. Built for Copilot, Cursor, and any tool-calling LLM. 面向 AI 编程助手的代码库感知技能——生成持久化知识图谱，精准查询文件结构、依赖关系与改动影响半径。

• 23

  Api design

  margelo/react-native-skills/skills/api-design · Skill

  no license154★ repo

  The best react-native Agent Skills. Forget 10x, this is 100x.

• 24

  Excalidraw Architect

  BV-Venky/excalidraw-architect-mcp/io.github.BV-Venky/excalidraw-architect-mcp · MCP server

  142★ repo

  Generate beautiful Excalidraw architecture diagrams with auto-layout and component styling

• 25

  Gdpr compliance checker

  goSprinto/compliance-skills/gdpr-compliance-checker · Skill

  130★ repo
• 26

  Arcium

  sendaifun/skills/skills/arcium · Skill

  126★ repo

  a public marketplace of all solana-related skills for agents to learn from!

• 27

  Create skill

  jinzhezenggroup/computational-chemistry-agent-skills/.github/skills/create-skill · Skill

  125★ repo

  Agent skills to run computational-chemistry tasks, used in OpenClaw

• 28

  Migrate to teamcity

  JetBrains/teamcity-cli/skills/migrate-to-teamcity · Skill

  120★ repo

  TeamCity from your terminal – or your AI's. Builds, logs, agents, agent terminals, queues.

• 29

  Bootstrap ios

  RayFernando1337/rayfernando-skills/plugins/bootstrap-ios/skills/bootstrap-ios · Skill

  119★ repo

  Ray Fernando's collection of Skill files for AI coding agents. First up: running-bug-review-board, a real-user QA workflow with a Bug Review Board (BRB) feedback loop.

• 30

  Account onboarding

  alpacahq/alpaca-skills/skills/broker-api/account-onboarding · Skill

  108★ repo

  Agent skills for Alpaca's Trading API and Broker API: drop-in SKILL.md files for AI coding assistants

• 31

  Android reverse engineering

  incogbyte/android-reverse-engineering-claude-skill/plugins/android-reverse-engineering/skills/android-reverse-engineering · Skill

  98★ repo

  Claude Code skill that automates Android application reverse engineering

• 32

  Architecture

  wellwelwel/lagune/.claude/skills/architecture · Skill

  92★ repo

  🌊 Lagune is your security copilot as you build, your Blue Team when you audit, whether you're a developer or not (no API key needed).

• 33

  Architecture review

  omergocmen/vibe-coder-kit/.agent/skills/architecture-review · Skill

  89★ repo
• 34

  Academic figure architecture extractor

  Azhi-ss/academic-figure-skills/academic-figure-architecture-extractor · Skill

  80★ repo

  AI skills for academic paper figures: repo analysis, figure planning, colorblind palettes, JSON figure specs. Install: npx skills add Azhi-ss/academic-figure-skills

• 35

  Goframe v2

  gogf/skills/skills/goframe-v2 · Skill

  no license78★ repo

  GoFrame Agent Skills empowering AI to deeply understand GoFrame conventions and best practices, generating high-quality, production-ready code.

• 36

  Deepagents architecture

  existential-birds/beagle/plugins/beagle-ai/skills/deepagents-architecture · Skill

  75★ repo

  Agent Skills marketplace: framework-aware skills for code review, documentation, test-plan generation, AI-writing detection, architectural analysis, and git workflows — for Python, Go, Rust, Elixir, React, Remix, and iOS/Swift. Works with Claude Code, Codex, and any agent that supports Agent Skills.

• 37

  Anti patterns

  avelikiy/great_cto/skills/anti-patterns · Skill

  75★ repo

  Don't buy software. Get the work done. GreatCTO ships AI autopilots that run a whole business function — medical coding, legal docs, procurement, accounting, IT, tax — from intake to outcome. A qualified human signs only the judgment calls. Live connectors, built-in compliance.

• 38

  Craft cloud

  michtio/craftcms-claude-skills/skills/craft-cloud · Skill

  70★ repo

  Production-ready Claude Code skills, agents, and project templates for Craft CMS 5 development

• 39

  01 dotnet clean architecture

  ronnythedev/dotnet-clean-architecture-skills/cli/dist/skills/01-dotnet-clean-architecture · Skill

  no license69★ repo

  27 AI-ready skills for generating production-grade .NET code — Clean Architecture, CQRS, DDD. Works with Claude Code, GitHub Copilot, and Cursor.

• 40

  Cc gemini plugin

  thepushkarp/cc-gemini-plugin · Skill

  no license69★

  Gemini CLI integration for Claude Code and Codex.

• 41

  Research architect audit

  mmTheBest/Research-Architect/dist/codex/skills/research-architect-audit · Skill

  67★ repo

  An end-to-end research workflow skill for turning ideas into evidence-backed, citation-supported manuscript drafts

• 42

  Swift architecture skill

  efremidze/swift-architecture-skill/swift-architecture-skill · Skill

  65★ repo

  Agent Skill for Swift architecture design and implementation patterns.

• 43

  Api design patterns

  AsyrafHussin/agent-skills/skills/api-design-patterns · Skill

  62★ repo

  Agent skills for AI coding agents (Claude Code, Cursor, Codex, Windsurf) — Laravel, React, TypeScript, MySQL, code quality, technical debt, documentation, and security.

• 44

  Mcp codebase index

  MikeRecognex/mcp-codebase-index/io.github.MikeRecognex/mcp-codebase-index · MCP server

  61★ repo

  Structural codebase indexer with 17 query tools. 87% token reduction. Zero dependencies.

• 45

  Wiki config

  vanillaflava/llm-wiki-skills/wiki-config · Skill

  59★ repo

  Turn your markdown vault into a compounding knowledge wiki (Karpathy inspired). Six agent skills - knowledge grows with every conversation. Works with Obsidian, Logseq, etc. or just folders on your local drive. Compiled memory for your LLM sessions. Crossplatform. GUI install on Claude Desktop, no terminal, no code.

• 46

  Codebase argus

  AaronZ345/codebase-argus/skills/codebase-argus · Skill

  58★ repo

  Multi-agent codebase review for PRs, CI, and downstream fork syncs.

• 47

  Xiaobai skills

  Tyuts/xiaobai-skills · Skill

  57★

  Beginner-friendly Codex skills starter pack and library curator

• 48

  Architecture diagram

  konraddzbik/architecture-diagram-skill/skills/architecture-diagram · Skill

  56★ repo

  Build click-through, animated system architecture diagrams as a single HTML file. Drop it into a workshop, design review, or onboarding doc and let people watch the data flow instead of reading static boxes-and-arrows.

• 49

  Kafka connector review

  lensesio/agentic-engineering-for-apache-kafka/skills/kafka-connector-review · Skill

  56★ repo

  AI agent skills for building, operating and troubleshooting Apache Kafka applications. Topic audit, consumer lag, schema review, security, connectors and DLQ

• 50

  Api design

  proyecto26/system-design-skills/skills/api-design · Skill

  46★ repo

  A divide-and-conquer wiki of system-design skills for Claude Code — reason about scalable systems, don't memorize architectures.

• 51

  Architecture

  Kanevry/session-orchestrator/skills/architecture · Skill

  45★ repo

  Loop engineering for AI coding agents — turn ad-hoc sessions into a repeatable research → plan → wave-execute → close loop with verification gates. Runs on Claude Code, Codex CLI, Cursor, and Pi. MIT community plugin.

• 52

  Architect

  addxai/enterprise-harness-engineering/skills/architect · Skill

  42★ repo

  Enterprise-grade AI Agent Skills for software development, DevOps, SRE, security, and product teams. Compatible with Claude Code, Cursor, Windsurf, Gemini CLI, GitHub Copilot, and 30+ AI coding agents.

• 53

  Agents md manager

  tdimino/claude-code-minoan/skills/core-development/agents-md-manager · Skill

  41★ repo

  A curated ~/.claude/ configuration for professional development workflows — 90+ skills, 46 hooks, and CLI tools

• 54

  Wp block theme converter

  siddik-web/wp-block-theme-converter · Skill

  41★

  A Claude skill for converting any HTML/CSS/JavaScript project into a production-ready WordPress Block Theme (Full Site Editing).

• 55

  Architecture impact

  AlemTuzlak/skills/skills/architecture-impact · Skill

  no license38★ repo

  Personal AI agent skills for Claude Code, Copilot, Codex, Gemini & Cursor — turn a PR or idea into marketing content, technical Slidev presentations, courses, changelogs, and rendered videos.

• 56

  Agronomic experiment design starter

  ma-compbio-lab/SkillFoundry/skills/agriculture-food-and-plant-science/agronomic-experiment-design-starter · Skill

  36★ repo

  A framework for discovering, compiling, and validating reusable skills for scientific agents.

• 57

  Solidifier

  FernandoJRR/solidifier/claude-code/plugins/solidifier/skills/solidifier · Skill

  35★ repo

  SOLID principles and design patterns for backend code — applied with restraint. Skill for Claude Code, OpenCode, GitHub Copilot, and OpenAI Codex.

• 58

  Agent native architecture

  iliaal/ai-skills/skills/agent-native-architecture · Skill

  33★ repo

  Curated collection of agent skills for AI coding assistants.

• 59

  Okf harness bootstrap

  pumblus/okf-harness/packages/agent-pack/templates/okf-harness-bootstrap · Skill

  32★ repo

  Agent-first local harness for OKF-compatible LLM Wikis.

• 60

  Connectry architect mcp

  Connectry-io/connectrylab-architect-cert-mcp/io.github.weareconnectry/connectry-architect-mcp · MCP server

  31★ repo

  Free certification prep for the Claude Certified Architect exam by Connectry LABS