How real projects configure their agents

24,815 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
nickzren/biomed-agent Connecting AI to biomedical data 16 Claude Code, Codex, OpenCode 2 1,091 tok
apache/axis-axis2-c-core axis.apache.org Apache Axis2/C - JSON/REST and SOAP web services framework in C. Runs as an Apache httpd m 16 Codex, OpenCode 1 1,947 tok
Godzilla675/dark-premium-landing-style A reusable AI skill for building premium, dark-themed, Apple-inspired landing pages 16 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 7,275 tok
bobmatnyc/claude-mpm-agents Agent template library for Claude MPM with BASE-AGENT.md inheritance system. 39 specialize 16 Claude Code, Codex, OpenCode 2 1,082 tok
robisson/build-like-amazon-agent-skills Production-grade engineering skills for AI coding agents, built on Amazon Way of building 16 Claude Code, Codex, OpenCode 2 9,438 tok
grcorsair/corsair grcorsair.com Compliance trust shouldn't require emailing PDFs and hoping nobody tampered with them. Cor 16 Codex, OpenCode 1 1,401 tok
oila-gmbh/skill-bill skillbill.dev SkillBill packages your engineering judgment into governed skills, then uses a durable Kot 16 Claude Code, Codex, OpenCode 2 2,811 tok
T4cceptor/centian centian.ai Give your AI agents structure, guardrails, and full observability — the Agent control plan 16 Claude Code, Codex, OpenCode 2 1,796 tok
proj-airi/airi-android Allow LLM to use Android Device 16 Claude Code, Codex, Cursor, OpenCode 2 76 tok
qwerfunch/cladding npmjs.com For an organization to trust AI with its code, three things must hold — trust, traceabilit 16 Claude Code, Codex, OpenCode 3 3,743 tok
asap-protocol/asap-protocol asap-protocol.com Protocol for agent-to-agent communication with stateful orchestration, MCP-compatible and 16 Codex, OpenCode 1 2,224 tok
Geo-ff/make-it-real A portable AI-agent skill that turns rough ideas into project specs, delivery scopes, and 16 Claude Code, Codex, Gemini CLI, OpenCode 3 412 tok
gamedevpl/www.gamedev.pl gamedev.pl Point Claude Code, Cursor, or any MCP-capable agent at this server and it builds a real, p 16 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 12 5,144 tok
verivus-oss/llm-cli-gateway llm-cli-gateway.dev MCP server providing unified access to Claude Code, Codex, Gemini, Grok and Mistral CLIs w 16 Claude Code, Codex, Cursor 19 7,380 tok
igmarin/rails-ai-bridge Zero-config MCP server that gives AI assistants live, read-only knowledge of Rails apps 16 Claude Code, Codex, Gemini CLI, OpenCode 3 3,468 tok
mishanefedov/agentwatch Local-only observability for AI agents on your machine. One timeline across coding and non 16 Claude Code, Codex, OpenCode 2 1,254 tok
PramodDutta/AdvancePlaywrightFramework1x 16 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 4 1,662 tok
jordanhindo/lore Agent Skill & CLI for infinite multi-harness session context. Any agent, any session, any 16 Codex, OpenCode 1 2,407 tok
aplaceforallmystuff/cheaters-generator jimchristian.net Claude Code plugin for generating personalized cheatsheet systems 16 Claude Code, Codex, Gemini CLI, OpenCode 4 107 tok
OlegHQ/agentpack oleghq.github.io 🤖 The package manager for AI coding agents — pin, resolve, and sync skills & plugins acro 16 Claude Code, Codex, OpenCode 4 14,543 tok
AliceLJY/telegram-ai-bridge Heterogeneous AI agents (Claude Code + Codex + Agy + Kimi) collaborating in Telegram group 16 Codex, OpenCode 1 399 tok
elasticdotventures/_b00t_ b00t.promptexecution.com 🥾 _b00t_: state of the art agentic harness tooling & dynamic context initialization 16 Claude Code, Codex, Gemini CLI, OpenCode 54 6,691 tok
tech4242/mcphawk MCPHawk is DevTools for the Model Context Protocol. It records the real traffic between yo 16 Codex, OpenCode 1 1,014 tok
weshopai/weshop-dsh-plugin weshop.ai Native WeShop Cordis plugin for DeepSeek Harness. Allow you to use infinite canvas with in 16 Codex, OpenCode 1 200 tok
avikalpa/codex-litellm Maintained LiteLLM patchset for Codex CLI. 16 Codex, OpenCode 1 1,905 tok
kcsinclair/kaos-control kaos-control.io Self-hosted orchestrator for Claude Code agents: drive ideas through a role-gated SDLC (pl 16 Claude Code, Codex, Gemini CLI, OpenCode 3 2,334 tok
tt-a1i/coding-cli-guide tt-a1i.github.io Interactive deep-dive into Gemini CLI internals — 150+ illustrated pages, 50+ step-by-step 16 Claude Code, Codex, Gemini CLI, OpenCode 3 81 tok
ratel-ai/ratel-local MCP server library + ratel-local CLI: expose a Ratel tool catalog as a Model Context Proto 16 Claude Code, Codex, OpenCode 2 479 tok
slack-samples/bolt-js-slack-mcp-server A sample app that features an agent that leverages Slack's MCP 16 Claude Code, Codex, OpenCode 2 179 tok
php-opcua/opcua-client php-opcua.com A PHP library that talks OPC UA binary protocol over TCP. It handles the full stack — tran 16 Claude Code, Codex, GitHub Copilot 2 710 tok
trycourier/courier-skills AI agent skill for building production-ready notifications across email, SMS, push, in-app 16 Codex, OpenCode 1 924 tok
GiacomoSaccaggi/scomp_link giacomosaccaggi.github.io End-to-end ML toolkit automating the complete workflow — data profiling, preprocessing, fe 16 Codex, OpenCode 1 1,846 tok
apokamo/kaji zenn.dev Closed-loop agentic development workflows for Claude Code, Codex, and Gemini CLI. 16 Claude Code, Codex, OpenCode 46 1,277 tok
gvastethecreator/codex-studio gvastethecreator.github.io Local-first image studio for generating, reviewing, and organizing AI images through Codex 16 Claude Code, Codex, OpenCode 2 809 tok
paulieb89/pyp6xer-mcp p6.bouch.dev Primavera P6 XER schedule analysis MCP server — tools for critical path, earned value, flo 16 Claude Code, Codex, OpenCode 2 930 tok
aytzey/paper-pilot Let Codex and Claude find, download, and read full research papers. A local MCP server wit 16 Claude Code, Codex, OpenCode 2 2,411 tok
hanzhcn/laohan-skills Claude Code super skill pack — 16 skills covering the entire content creation process, con 16 Claude Code, Codex, OpenCode 2 3,763 tok
RamaAditya49/titen titen.dev Agent memory that needs no API key, no LLM, and no embedding provider. One command on Bun 16 Claude Code, Codex, OpenCode 2 1,715 tok
AnayDhawan/oss-launch Skill letting Agents scan a repo, ask what it cannot infer, then generate a complete open 16 Codex, OpenCode 1 1,868 tok
agno-agi/context agno.com A self-hosted context manager. @context organizes your work into a private CRM and knowled 16 Claude Code, Codex, OpenCode 7 10,801 tok
matematicsolutions/patron matematicsolutions.com Local-first AI workspace for law firms: case files stay on your machine, local or chosen c 16 Claude Code, Codex, OpenCode 2 12,028 tok
daytona/clients daytona.io Official SDKs, API clients, and CLI/MCP tools for Daytona, the secure and elastic infrastr 16 Claude Code, Codex, OpenCode 5 10,393 tok
codacy/codacy-skills 16 Claude Code, Codex, OpenCode 2 1,241 tok
porcupine-md/jonggrang jonggrang.dev AI agents write code fast. Too fast. Jonggrang makes sure they don't make a mess while doi 16 Claude Code, Codex, OpenCode 2 2,112 tok
leadpoet/leadpoet subnet71.com Open-source Bittensor subnet for a global AI agent competition in sales intelligence 16 Claude Code, Codex, OpenCode 2 34,706 tok
jazelly/tokenless Handle agentic tasks using 50+ AI providers on web 16 Claude Code, Codex, OpenCode 2 2,713 tok
nthnclrk/enablement-skills enablementskills.md A reusable library of revenue enablement skills for coaching, messaging, launches, program 16 Codex, OpenCode 1 1,490 tok
Nebu1eto/choco-pi opinionated, project-aware configuration for the Pi coding agent 16 Claude Code, Codex, OpenCode 16 620 tok
MiniMax-AI-Dev/parsar 16 Codex, OpenCode 1 525 tok
crashchen/cc-gifs 16 Claude Code, Codex, OpenCode 2 1,651 tok