How real projects configure their agents

23,761 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 agents8,530Claude Code6,887Git and workflow3,618Data and AI3,582Backend and APIs3,558Languages3,485Planning3,325Code review2,903Testing2,691DevOps and cloud2,482Writing and docs2,481Memory and context2,373Research2,322Frontend2,310Security2,179Project management1,971

All Claude Code32,523 Codex24,842 OpenCode23,761 GitHub Copilot3,723 Gemini CLI2,038 Cursor1,771 Windsurf201 Kiro116

Project Stars Configures Files Always loaded
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
doidor/agentrig An agentic meta-harness — a harness of harnesses. 4 Claude Code, Codex, OpenCode 6 491 tok
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
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
benjamcalvin/bootstraps A curated collection reusable patterns, agentic skills, and hooks that work for the proble 4 Claude Code, Codex, OpenCode 2 989 tok
jutlyne/codex-mcp Security-first MCP server for connecting ChatGPT and Codex to local repositories, with saf 4 Codex, OpenCode 1 312 tok
Createya-ai/Createya-mcp Createya MCP & API — 100+ AI models (FLUX, Kling, Runway, Sora 2, Veo 3.1, Suno, Midjourne 4 Codex, OpenCode 1 1,597 tok
ExposureGuard/haldir haldir.xyz The guardian layer for AI agents — identity, secrets, audit via MCP. Gate + Vault + Watch. 4 Codex, OpenCode 1 1,769 tok
unsoldgroup/mail-index unsoldgroup.github.io A local, agent-queryable mail intelligence layer — progressive mailbox index + MCP server 4 Codex, OpenCode 1 1,379 tok
smartdatabrokers/slideforge-mcp slideforge.dev MCP server for consulting-quality PowerPoint slides. Remote — no install required. 4 Claude Code, Codex, OpenCode 2 1,548 tok
animicaorg/all animica.org Animica — post-quantum (ML-DSA-65) proof-of-work Layer-1 blockchain by Alexander Lehman: P 4 Codex, GitHub Copilot, OpenCode 2 4,954 tok
Wolfe-Jam/rust-faf-mcp faf.one Persistent Project Context for Rust MCP clients — IANA-registered .faf format · Rust-nativ 4 Claude Code, Codex, OpenCode 2 2,545 tok
Aboudjem/sniff Point it at your running app. It walks your real user flows in a real browser and tells yo 4 Claude Code, Codex, OpenCode 2 3,217 tok
flytohub/flyto-indexer flyto2.com Shows what a code change can break before an AI edits, and checks the repo before it says 4 Claude Code, Codex, OpenCode 2 2,945 tok
davidf9999/gx-mcp-server A Python server that exposes Great Expectations data quality tools to LLM agents via the M 4 Claude Code, Codex, Gemini CLI, OpenCode 3 1,420 tok
dawitlabs/capsule capsulectx.vercel.app Markdown context packs that help coding agents reduce repeated repository-discovery tokens 4 Claude Code, Codex, Cursor, OpenCode 3 225 tok
l-agence/agence l-agence.github.io Governance layer for AI coding agents — every action classified, gated, and cryptographica 4 Claude Code, Codex, Cursor, OpenCode 4 2,107 tok
go-ports/echovault Go port of echovault: Local-first memory for coding agents. Decisions, bugs, and context s 4 Claude Code, Codex, OpenCode 2 4,651 tok
kuzivaai/getregula getregula.com Local code-observable AI-governance indicators for EU AI Act, South Korea AI Basic Act and 4 Codex, OpenCode 1 915 tok
kanylbullen/xupersplit split.xuper.fun Accountless group expense splitter — share a link, everyone adds what they paid, settle up 4 Claude Code, Codex, OpenCode 2 79 tok
cyanheads/biorxiv-mcp-server npmjs.com Search and retrieve bioRxiv and medRxiv preprints — by DOI, date interval, or keyword — vi 4 Claude Code, Codex, OpenCode 2 19,842 tok
iTophua/iterminal 4 Codex, OpenCode 1 7,712 tok