How real projects configure their agents

23,614 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 agents8,442Claude Code6,875Data and AI3,584Git and workflow3,574Backend and APIs3,550Languages3,468Planning3,315Code review2,876Testing2,653DevOps and cloud2,462Writing and docs2,461Memory and context2,373Research2,315Frontend2,301Security2,167Project management1,944

All Claude Code32,436 Codex24,692 OpenCode23,614 GitHub Copilot3,700 Gemini CLI2,016 Cursor1,769 Windsurf202 Kiro113

Project Stars Configures Files Always loaded
use-novamira/novamira novamira.ai MCP server that gives AI agents full access to WordPress through PHP execution and filesys 753 Claude Code, Codex, Gemini CLI, OpenCode 6 298 tok
Gracker/SmartPerfetto AI-assisted Perfetto analysis with Web UI, CLI, evidence workflows, reports, and portable 752 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 12 2,018 tok
chujianyun/skills WuMing's Claude Skills 751 Claude Code, Codex, OpenCode 2 1,298 tok
agno-agi/scout agno.com Open Source Company Brain 751 Claude Code, Codex, OpenCode 2 3,935 tok
hadriansecurity/OpenHack Lightweight, file-based workspace for source-guided whitebox security review. 749 Codex, OpenCode 1 2,001 tok
joelhooks/swarm-tools swarmtools.ai 🐝 Multi-agent swarm coordination for OpenCode with learning capabilities, agent issue tra 749 Claude Code, Codex, OpenCode 7 11,102 tok
MaximeHeckel/blog.maximeheckel.com blog.maximeheckel.com Codebase of @MaximeHeckel's personal blog 747 Codex, OpenCode 1 1,349 tok
johnthagen/python-blueprint johnthagen.github.io 🗺️ Example Python project using best practices 🐍 https://github.com/johnthagen/python-bl 746 Codex, OpenCode 1 71 tok
agentic-box/memora Give your AI agents persistent, collective memory — with deduplicating absorb, supersessio 746 Claude Code, Codex, OpenCode 2 1,060 tok
n2ns/antigravity-panel n2ns.com Quota monitor & cache manager for Google Antigravity IDE: Gemini/Claude/GPT quota and week 745 Claude Code, Codex, OpenCode 3 2,074 tok
ZeroLeaks/zeroleaks zeroleaks.ai AI Security Scanner - Test your AI systems for prompt injection and extraction vulnerabili 744 Codex, OpenCode 1 2,972 tok
robocurve/inspect-robots inspectrobots.org Open source evals for physical AI. Run any LLM/VLA on any arm/humanoid against any real/si 743 Claude Code, Codex, OpenCode 2 2,745 tok
zavora-ai/adk-rust adk-rust.com Rust Agent Development Kit (ADK-Rust): Build AI agents in Rust with modular components for 742 Codex, OpenCode 1 10,518 tok
chenxiachan/thoughtdag chenxiachan.github.io Your thinking deserves a map: an infinite canvas where LLM conversations grow into an edit 742 Claude Code, Codex, OpenCode 2 585 tok
cardmagic/classifier A general classifier module to allow Bayesian and LSI classifications. 741 Claude Code, Codex, OpenCode 3 1,005 tok
1broseidon/ketch ketch.run Fast, stateless CLI for web search and scrape. Built for AI agents. 741 Claude Code, Codex, OpenCode 3 5,464 tok
Abilityai/trinity ability.ai Self-hosted AI Agents Platform for AI Native companies. Claude Code, Codex, Gemini, OpenCo 741 Claude Code, Codex, OpenCode 2 9,046 tok
JayPokale/Chisle chisle.jaypokale.me Cut your AI coding agent's token bill on three axes: terse prose, YAGNI-first code, and to 741 Codex, GitHub Copilot, Gemini CLI, Kiro, OpenCode 4 2,225 tok
hhszzzz/taibu mingai.fun 🔮 High-precision AI fortune-telling tool covering Bazi, Zi Wei Dou Shu, Liu Yao, Plum Blo 740 Claude Code, Codex, OpenCode 2 2,257 tok
iamlukethedev/Hermes3D Hermes3D is an open source 3D engine built on Hermes Agents for creating games, simulation 740 Codex, OpenCode 1 577 tok
mrslimslim/gpt-image-canvas Local professional AI canvas built with tldraw. 739 Codex, OpenCode 1 710 tok
breslee1707/VI-Translate 739 Claude Code, Codex, OpenCode 3 635 tok
lout33/symbiotic-ai symbiotic.makestudio.app A symbiotic AI agent that remembers everything, challenges you, and extends your cognition 738 Codex, OpenCode 1 1,957 tok
ganeshmshetty/openclip getopenclip.app An open-source, macOS text action popup for running custom scripts, AI actions, and extens 738 Codex, OpenCode 1 2,418 tok
solokeys/solo2 solo2.dev Solo 2 firmware in Rust 737 Codex, OpenCode 1 1,317 tok
pdovhomilja/nextcrm-app demo.nextcrm.io NextCRM — Open-source CRM built with Next.js 16, React 19, PostgreSQL, Prisma 7, and shadc 737 Codex, OpenCode 1 1,328 tok
yaojingang/geo-citation-lab GEO experiment data reports and a curated GEO/AEO/AI search paper library. 737 Codex, OpenCode 1 1,261 tok
vuetifyjs/0 0.vuetifyjs.com 0️⃣ Composable UI engine for Vue. Build complex interfaces with reusable state, logic, and 734 Claude Code, Codex, GitHub Copilot, OpenCode 4 3,523 tok
staruhub/ClaudeSkills staruhub.github.io 13 curated Agent Skills for research, product decisions, decks, publishing, audits, and mo 733 Codex, OpenCode 1 971 tok
Olshansk/rss-feeds Generate RSS feeds for all the blogs that don't have one 733 Claude Code, Codex, Gemini CLI, OpenCode 6 3,331 tok
FerroxLabs/agents-md Drop-in AGENTS.md that makes every coding agent behave like a senior engineer instead of a 733 Codex, OpenCode 1 2,366 tok
UKGovernmentBEIS/inspect_evals ukgovernmentbeis.github.io Collection of evals for Inspect AI 733 Codex, OpenCode 1 2,159 tok
liveloveapp/hashbrown hashbrown.dev Hashbrown is a framework for building agents that run the browser. Built for Angular and R 730 Claude Code, Codex, OpenCode 4 2,971 tok
nominal-io/instro instro.nominal.io An open-source library for hardware test instrumentation 729 Claude Code, Codex, GitHub Copilot, OpenCode 7 8,057 tok
PostHog/posthog-foss PostHog FOSS is a read-only mirror of PostHog, with all proprietary code removed. NOTE: Th 728 Claude Code, Codex, Cursor, OpenCode 5 6,233 tok
dmmulroy/cloudflare-skill 728 Codex, OpenCode 1 637 tok
Leadaxe/singbox-launcher GUI launcher for sing-box. Written in Go. 728 Codex, OpenCode 1 2,418 tok
suleimanodetoro/skills Agent skills for interface design, React, React Native, and software security. 727 Codex, OpenCode 1 505 tok
Snowflake-Labs/cocoplus cocoplus.dev CocoPlus is an Agentic Operating System for Snowflake Coco. It brings structured, multi-ag 727 Claude Code, Codex, OpenCode 1 2,470 tok
DenisSergeevitch/repo-task-proof-loop Spec driven skill with subagents spawning 726 Claude Code, Codex, OpenCode 2 846 tok
patrickjaja/claude-desktop-extra patrickjaja.github.io Unofficial Linux packages for Claude Desktop AI assistant with automated updates. 726 Claude Code, Codex, OpenCode 13 7,051 tok
scanaislop/aislop scanaislop.com Catch and fix the code-quality issues AI coding agents leave behind - dead code, unsafe ca 726 Claude Code, Codex, Gemini CLI, OpenCode 3 1,830 tok
HazelChat/hazel hazel.sh 725 Claude Code, Codex, OpenCode 2 4,885 tok
partme-ai/full-stack-skills A free skills marketplace for full-stack development, offering various collections of prac 725 Claude Code, Codex, OpenCode 2 2,303 tok
OtterMind/youclaw youclaw.dev 🦞 Your AI Personal Assistant. An intelligent assistant with memory, skills, and schedule 724 Claude Code, Codex, OpenCode 3 2,410 tok
faridrashidi/cnsplots cnsplots.farid.one 🎨 Toolkit for generating publication-quality plots for Cell, Nature and Science journals 724 Claude Code, Codex, OpenCode 2 1,381 tok
homanp/infinite-monitor infinitemonitor.com Monitor anything in real time 721 Codex, OpenCode 1 490 tok
frontman-ai/frontman frontman.sh The AI agent that lives in your framework/browser 721 Claude Code, Codex, Cursor, OpenCode 6 2,643 tok
ijry/uview-plus uview-plus.jiangruyi.com Zero Cloud® uview-plus is a uni-app ecosystem framework fully compatible with nvue. Its co 721 Codex, OpenCode 1 454 tok
openclaw/nix-openclaw Packages OpenClaw for nix. 720 Codex, OpenCode 1 873 tok