How real projects configure their agents

32,517 repositories keep their own agent configuration in the open: a CLAUDE.md, a rules file, instructions for Copilot, a skill the project runs on itself. These are not mods to install. They are worth reading for what they reveal — what a maintainer thinks an agent gets wrong.

Building agents8,505Claude Code6,886Git and workflow3,611Data and AI3,580Backend and APIs3,556Languages3,487Planning3,327Code review2,899Testing2,686Writing and docs2,480DevOps and cloud2,479Memory and context2,375Research2,323Frontend2,308Security2,172Project management1,965

All Claude Code32,517 Codex24,815 OpenCode23,733 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,770 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
ai-freer/fortune-skill Chinese traditional fortune-telling AI skill (BaZi 八字 + Zi Wei Dou Shu 紫微斗数) for Claude Co 41 Claude Code, Codex, OpenCode 2 1,840 tok
Chia-Network/cadt Climate Action Data Trust 41 Claude Code, Cursor 3 —
easyhooon/dari easyhooon.github.io Inspect WebView bridge messages in Android and iOS apps in real time, inspired by Chucker. 41 Claude Code, Codex, OpenCode 5 1,061 tok
MichelKerkmeester/skilled-harness__spec-driven-agent-loops AI-assisted coding setup that helps you spend less time re-explaining context, and more ti 40 Claude Code 8 —
mrkooblu/semrush-mcp A Model Context Protocol (MCP) server implementation that provides tools for accessing Sem 40 Claude Code 2 920 tok
putervision/vision-memory-mcp visionmemorymcp.com Persistent visual cache for LLM-driven software development. Caches screenshots using perc 40 Claude Code, Codex, GitHub Copilot, Windsurf 10 45,077 tok
GongRzhe/MCP-Server-Creator A powerful Model Context Protocol (MCP) server that creates other MCP servers! This meta-s 40 Claude Code 1 671 tok
vladkesler/initrunner Define AI agent roles in YAML and run them anywhere: CLI, API server, or autonomous daemon 40 Claude Code 1 3,405 tok
jerelvelarde/Generative-UI-Global-Hackathon-Starter-Kit 40 Claude Code, Codex 11 —
smuzani/android-minimalist-template 40 Claude Code 9 730 tok
kesteva/soloflow rkesteva.com Soloflow is a hooks-based workflow orchestration for solo product development with Claude 40 Claude Code 1 1,058 tok
SprintiQ-Incorporated/sprintiq The product brain for AI coding agents. SprintiQ is an open-source agile platform built fo 40 Claude Code 1 850 tok
tott/laravel-tall-claude-ai-configs AI Assisted Laravel TALL stack coding configuration for Claude Code 40 Claude Code 7 2,400 tok
modakbul-gongbang/chromux The only browser tool your agent needs. Real Chrome, in your agent's hands - its own priva 40 Claude Code, Codex, OpenCode 2 1,425 tok
vincequant/claude-code-monitor Real-time monitoring tool for Claude Code CLI usage and network status 40 Claude Code 1 890 tok
pan94u/forge Ship software with AI that knows your codebase, your standards, and gets better every spr 40 Claude Code 2 4,968 tok
drayline/rootnode-skills rootnode.design 27 Skills that diagnose, build, and optimize every architectural layer of your Claude envi 40 Claude Code 1 2,493 tok
drafthq/draft getdraft.dev Context-Driven Development plugin for Claude Code, Cursor, GitHub Copilot, Gemini 40 Claude Code 1 3,373 tok
tercumantanumut/sunnysideFigma-Context-MCP sunnysidemcp.vercel.app A comprehensive Model Context Protocol (MCP) server that bridges Figma designs with AI dev 40 Claude Code 1 708 tok
thecodecentral/gshot-copy thecodecentral.com A lightweight, distro-agnostic screenshot utility for Linux that automatically names files 40 Claude Code 1 627 tok
diazoxide/autoteam Orchestrate AI agents with YAML-driven workflows via universal Model Context Protocol (MCP 40 Claude Code 2 4,769 tok
Rvn0xsy/sec-skills Security research skills repository 40 Claude Code 1 1,267 tok
paidinesh7/onepager Two-stage financial analysis workflow — executive briefing first, detailed deep dive on re 40 Claude Code, Codex, OpenCode 2 27,062 tok
allen-hsu/agent-os 40 Claude Code 1 1,131 tok
yamkz/claude-discord-bridge A portable bridge tool that seamlessly connects Claude Code and Discord, supporting multip 40 Claude Code 1 477 tok
CarbonoDev/tailwindcss-mcp-server MCP server for TailwindCSS utility classes, documentation, and project assistance 40 Claude Code 1 581 tok
mrgoonie/a2a-langgraph-boilerplate a boilerplate for developers who want to start building an AI agent cluster with A2A and M 40 Claude Code, Gemini CLI 2 1,726 tok
moneo/laravel-rag moneo.com.tr A complete, driver based RAG pipeline for Laravel with pgvector & sqlite-vec, streaming, a 40 Claude Code 1 881 tok
boxabirds/awesome-hooks A repo of the best Claude Hooks to plug into your projects. 40 Claude Code 2 —
koki-develop/mmcp npmjs.com 🛠️ Manage your MCP (Model Context Protocol) server definitions in one place and apply the 40 Claude Code, Codex, OpenCode 2 995 tok
IJONIS/geo-lint ijonis.com The first open-source GEO linter. 92 rules for SEO, GEO, and content quality — built for A 40 Claude Code 1 2,571 tok
jayminwest/canopy Git-native prompt management for AI agent workflows 40 Claude Code, Codex, OpenCode 7 5,734 tok
oanhduong/token-ninja token-ninja routes deterministic shell commands locally — zero LLM calls, ~19µs latency. W 40 Claude Code 1 2,784 tok
booklib-ai/booklib booklib-ai.github.io Detects what your AI doesn't know about your project and fixes it. Post-training gap detec 40 Claude Code, Codex, OpenCode 2 613 tok
neuron-core/maestro CLI agent built entirely in PHP with Neuron AI framework 40 Claude Code, Codex 3 —
spruikco/fat-agent-skill FAT Agent (Fix, Audit, Test) — a Claude Skill that automates post-launch website QA. Audit 40 Claude Code 1 736 tok
NikiforovAll/pi-inspect nikiforovall.blog Introspection dashboard for the pi coding agent — tools, prompts, skills, and the system p 40 Claude Code, Codex, OpenCode 2 610 tok
adrian-d-hidalgo/nestjs-mcp-server 40 Claude Code 16 1,245 tok
contentful/skills contentful.com Skills for teaching agents how to build on Contentful. 40 Claude Code, Codex, OpenCode 2 1,665 tok
trip2g/trip2g trip2g.com Open-source MCP knowledge mesh - self-host your second brain, expose it to AI agents, fede 40 Claude Code, Codex, OpenCode 2 3,669 tok
DaniAkash/agent-terminal agent-terminal.org A terminal that understands AI agents. Project workspaces, live process metrics, and nativ 40 Claude Code 1 —
timothywarner-org/ab100 techtrainertim.com Exam AB-100: Agentic AI Business Solutions Architect 40 Claude Code, Codex, GitHub Copilot, OpenCode 10 7,015 tok
lbb00/ai-rules-sync lbb00.github.io Synchronize, manage, and share your ai rules, skills, commands, subagents (Cursor, Claude 40 Claude Code, Codex, OpenCode 6 1,026 tok
ttcc666/DatabaseMcpServer 40 Claude Code, Codex, OpenCode 2 2,335 tok
chambear2809/splunk-cisco-skills Skills that make your agent a Splunk Engineer 40 Claude Code, Codex, OpenCode 3 14,897 tok
zero8dotdev/smriti Shared memory for AI-powered engineering teams. Captures, indexes, and recalls conversatio 40 Claude Code, Codex 2 2,832 tok
cboxdk/statamic-mcp cbox.dk MCP (Model Context Protocol) server for Statamic CMS v6 — gives AI assistants structured a 40 Claude Code 1 15,202 tok
zxkane/autonomous-dev-team kane.mx Turns issues into merged PRs/MRs with zero human intervention — supports GitHub and GitLab 40 Claude Code, Codex, OpenCode 6 3,911 tok
chunpu/agent-skills agent skills 40 Claude Code, Codex, OpenCode 2 45 tok
OutlineDriven/odin-claude-plugin outlinedriven.github.io Outline-Driven Development for Claude Code - 46 agents, 25+ skills, diagram-first methodol 40 Claude Code, Codex, OpenCode 2 2,524 tok