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
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
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
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
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
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
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
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
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
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
Heyu2002/Code-Project-Guidance-Map 4 Codex 1 —
sharwell/ha-chandler-legacy-view Home Assistant integration for Bluetooth-connected water system valves 4 Codex, OpenCode 1 1,792 tok
hypertrial/data-control-center Data Control Center 4 Claude Code, Codex, OpenCode 3 406 tok
FoxsterDev/ai-research-hub foxsterdev.github.io Public AI operating layer for repo-attached engineering workflows, built around XUUnity. 4 Codex, OpenCode 1 597 tok
DuskyElf/prep-jee prep-jee.pages.dev Upload JEE test PDFs → interactive quiz → instant grading 4 Codex, OpenCode 1 9,134 tok
8Dionysus/Agents-of-Abyss Constitutional polis of AoA: ecosystem identity, layer map, federation rules, and program- 4 Codex, OpenCode 1 1,103 tok
draincoder/pyproject Minimal infrastructure settings for a quick start of a Python project. 4 Codex, OpenCode 1 369 tok
Eric-KY-Zhang/FinPrism FinPrism — an Excel + VBA financial data scraping tool providing peer benchmarking tables 4 Claude Code, Codex, OpenCode 2 8,017 tok
kevyder/constitution_chat constitucion91.kevyder.dev A Streamlit RAG chat over the "Constitución Política de Colombia de 1991." 4 Claude Code, Codex, OpenCode 16 1,523 tok
MrpandaLiu/PandaSpec A new Spec-driven development for AI coding rules. 4 Codex, OpenCode 1 148 tok
maannaan/Deplot 4 Codex, OpenCode 1 191 tok
The-Little-AI-Company/open-work-relay the-little-ai-company.github.io Free/open handoff protocol for moving work across AI agents, queues, and people. 4 Codex, OpenCode 1 945 tok
tuanductran/nextdns-skills Comprehensive AI agent skills for NextDNS management, covering API integration, CLI operat 4 Claude Code, Codex, OpenCode 2 6,996 tok
russosalv/NONoise 4 Claude Code, Codex, OpenCode 8 1,964 tok
GeoffreyWang1117/bibguard Detect hallucinated and broken citations in academic papers. 5-source cascade verification 4 Claude Code, Codex 2 —
tokuhirom/blog4 tokuhirom.github.io 4 Claude Code, Codex, OpenCode 2 1,814 tok
aldianriski/lean-flow Lean agentic dev loop for Claude Code: prime → lean-doc → orchestrate → repeat. Eleven sta 4 Claude Code, Codex, OpenCode 2 155 tok
sky-unicorn/dsh-enhanced-plugins DeepSeek Harness (DSH) all-in-one enhancement suite, built on public plugin extension poin 4 Codex, OpenCode 1 3,985 tok