How real projects configure their agents

45,030 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 agents8,564Claude Code6,906Git and workflow3,633Data and AI3,578Backend and APIs3,558Languages3,494Planning3,322Code review2,906Testing2,695DevOps and cloud2,496Writing and docs2,489Memory and context2,375Research2,320Frontend2,312Security2,181Project management1,980

All Claude Code32,552 Codex24,920 OpenCode23,840 GitHub Copilot3,723 Gemini CLI2,039 Cursor1,771 Windsurf202 Kiro117

Project Stars Configures Files Always loaded
5uck1ess/devkit A deterministic development harness for Claude Code — MCP workflow engine, enforcement hoo 4 Claude Code, Codex, OpenCode 2 2,250 tok
yunsii/wezdeck wezdeck.vercel.app A flight deck for your AI agents — multi-agent terminal platform built on WezTerm + tmux + 4 Claude Code, Codex, OpenCode 6 5,818 tok
V-Songbird/foundry ⚒️ Three Claude Code plugins: foreman keeps the plan, hush cuts the chatter, razor stops t 4 Claude Code, Codex, OpenCode 4 4,232 tok
yzy593409-lgtm/agent-ready Score and bootstrap repositories for AI coding agents. 4 Codex, OpenCode 1 208 tok
LoserLab/eyes-peeled x.com Eyes Peeled is a Claude skill that validates WCAG color accessibility compliance and gener 4 Codex, OpenCode 1 310 tok
zapgun-ai/clawback clawback.md Tokenmaxxing Gateway for Claude Code 4 Claude Code, Codex, OpenCode 2 6 tok
vignesh2027/claude-best-practice 🤖 Claude Code — Best Practices & Advanced Patterns The most comprehensive, production-rea 4 Claude Code 4 —
draaujpeg/solana-uiux-onboarding-kit skills.sh Research-backed kit that fixes where Solana onboarding loses users: a heuristic study of 1 4 Claude Code 1 613 tok
cyanseek/dsh-native-playbook Task-aware native capability manager for DeepSeek Harness — use, prepare, and verify built 4 Codex, OpenCode 1 919 tok
disruptionjoe/caret Caret^ cuts repeated agent instructions down to compact notation. Across our sample set, 4 Codex, OpenCode 1 458 tok
zebbern/icron icron YOUR lightweight Personal AI Assistant - permanent Markdown memory with hybrid BM25 4 Claude Code 1 742 tok
kairoz9/dsh-mcp-admin dsh plugin for MCP status inspection and server management | dsh's MCP status viewing and 4 Claude Code, Codex, OpenCode 2 1,160 tok
anilcancakir/laravel-agent-mcp Read-only MCP (Model Context Protocol) server for Laravel. Give Claude Code, Cursor, and A 4 Claude Code, GitHub Copilot 3 2,157 tok
Tom-R-Main/openFunctions siftable.io Lightweight TypeScript framework for building agentic tools. 4 Claude Code 1 2,836 tok
raunakkathuria/operance operance.dev Local-first AI desktop action layer for controlling your computer with natural language. 4 Codex, OpenCode 1 2,353 tok
prototypdigital/bluetemberg prototypdigital.github.io AI coding standards shipped like a dependency. Version-locked, integrity-verified, signed, 4 Claude Code, Codex, OpenCode 6 1,070 tok
JNZader/repoforge repoforge.javierzader.com Generate technical docs and AI agent skills (SKILL.md, AGENT.md) from any codebase — model 4 Claude Code 29 —
HanSur94/matlab-mcp-server-python pypi.org MCP server that connects any AI agent to MATLAB — execute code, async jobs, interactive Pl 4 Claude Code 1 4,228 tok
DaveCoDev/TinkerTasker TinkerTasker is an open-source, local-first agent that runs in your terminal. 4 Claude Code 1 1,000 tok
fabioc-aloha/Alex_Plug_In Transform GitHub Copilot into a sophisticated AI learning partner with meta-cognitive awar 4 Claude Code, Codex, GitHub Copilot 200 137,391 tok
sshkeda/pi-council Multi-model AI council — spawn Claude, GPT, Gemini, and Grok as parallel coding agents to 4 Claude Code, Codex, OpenCode 2 613 tok
wallidsaydi-creator/HOM-AIMOS hom.autos Local-first security and long-term memory backend for AI agents, with signed provenance, O 4 Codex, OpenCode 1 231 tok
AnirudhGupta007/autoclip-ai Conversational AI video clipping with multimodal LangGraph pipeline — vision, audio, and t 4 Claude Code 1 3,037 tok
Git-Rocky-Stack/Team-X team-x.app Run an AI company. Not a prompt. Open-source, privacy-first desktop app for AI-agent organ 4 Claude Code 1 1,356 tok
dryvist/ai-workflows Reusable AI agent workflows that run 24/7 — issue triage, code cleanup, multi-repo orchest 4 Claude Code, Codex, GitHub Copilot, OpenCode 3 3,021 tok
pbrudny/my-family-bot medium.com Family Tree AI Assistant — GEDCOM → Neo4j → Multi-Agent AI → Web + WhatsApp 4 Claude Code, Codex, OpenCode 2 2,180 tok
monotykamary/dsh-factory npmjs.com Durable dependency-graph task factory for DeepSeek Harness: recurring Agent work, safe che 4 Codex, OpenCode 1 336 tok
N4M3Z/forge-core Module-building skills for your AI ecosystem — build skills, build agents, architect repos 4 Claude Code, Codex, Gemini CLI, OpenCode 3 3,271 tok
OutlineDriven/odin-gemini-cli-extension outlinedriven.github.io Outline-Driven Development for Gemini CLI - methodology + skills + agents for Google Gemin 4 Codex, OpenCode 1 10,180 tok
Falcon-Forge/PiRanha The Autonomous Bug-Bounty Swarm A school of 53 specialized AI security agents + a determi 4 Claude Code 1 568 tok
marketcalls/fal_marketplace 4 Claude Code 1 1,790 tok
ccivlcid/VibeHarness 4 Claude Code, Codex, Gemini CLI, OpenCode 24 3,278 tok
nikitaCodeSave/claude-code-harness Claude Code harness kit — designs, bootstraps, audits, and extends a project's .claude/ + 4 Claude Code, Codex, OpenCode 2 1,512 tok
yogasw/wick yogasw.github.io Build internal tools and AI agents in Go — or just download and run Claude / Codex / Gemin 4 Claude Code, Codex, OpenCode 15 2,041 tok
kwhitejr/claude-resources Custom Claude Code agents and skills for Godot game development workflows 4 Claude Code 1 1,704 tok
juanjiTech/jframe 4 Claude Code 3 2,981 tok
ownego/token-slayer Cooperative idle boss raid for engineering teams. Every token your coding agents spend (Cl 4 Claude Code, Codex, Gemini CLI, OpenCode 19 24,839 tok
boggedbrush/KodoCode kodocode.app A minimal web and desktop interface for orchestrating coding agents like Codex and Claude 4 Claude Code, Codex, OpenCode 2 615 tok
tunghuynh/agentic-ai-conversation 4 Claude Code, Codex, OpenCode 2 1,443 tok
GordonBeeming/claude-bar ClaudeBar shows your Claude plan's usage limits in the menu bar 4 Claude Code 2 211 tok
robinade/apps-in-toss-fullstack-templates 4 Claude Code, Codex, OpenCode 27 7,673 tok
Piasy/lark-skills A set of agent skills for lark. 4 Codex, OpenCode 1 241 tok
Bamose/everything-codex-cli A Codex‑first configuration repo that provides global rules via AGENTS.md and modular skil 4 Codex, OpenCode 1 393 tok
xiaoshiyilangzhao1996-droid/yinyo-writer Hidden Radiance Writing Constitution — WeChat Official Account article writing Skill 4 Codex, OpenCode 1 642 tok
zayeagle/omnidev-kit OmniDev Kit is an advanced AI coding assistant enhancement toolkit that integrates the cor 4 Codex, OpenCode 1 459 tok
untref-ayp2/apuntes untref-ayp2.github.io Apuntes de Algoritmos y Programación II 4 Claude Code, Codex, OpenCode 6 1,656 tok
mskhambaty/mumineen-coordination-whatsapp project-c94rt.vercel.app WhatsApp app for Mumineen coordination 4 Claude Code, Codex, GitHub Copilot, OpenCode 6 1,667 tok
houstongolden/bigbounce Geometric Dark Energy from Spin-Torsion Cosmology: A Comprehensive Framework with Observat 4 Claude Code, Codex, OpenCode 13 9,498 tok
dgalarza/dotfiles 4 Claude Code, Codex 43 —
doidor/agentrig An agentic meta-harness — a harness of harnesses. 4 Claude Code, Codex, OpenCode 6 491 tok