How real projects configure their agents

32,436 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
NVIDIA-NeMo/Megatron-Bridge docs.nvidia.com Training library for Megatron-based models with bidirectional Hugging Face conversion capa 983 Claude Code, Codex, OpenCode 4 1,331 tok
sodiumsun/agenttrail Local observability for AI coding agents. Agenttrail Map shows your project as a live map 980 Claude Code, Codex, OpenCode 2 1,348 tok
routatic/proxy deepwiki.com route Claude Code requests through multiple upstream providers (OpenCode Go, OpenCode Zen, 979 Claude Code, Codex, OpenCode 2 9,899 tok
repoprompt/repoprompt-ce repoprompt.com Community edition of RepoPrompt: a native macOS context engineering app for AI coding agen 979 Claude Code, Codex, OpenCode 10 4,517 tok
friuns2/codex-mobile friuns2.github.io 🚀 Run Codex Mobile Anywhere: Linux, Windows, or Termux on Android 🚀 978 Claude Code, Codex, OpenCode 5 2,724 tok
Xoshbin/asyar asyar.org The power of Raycast. The speed of Alfred. Privacy by design. 978 Claude Code, Codex, OpenCode 7 2,194 tok
Rishurajgautam24/free-claude-code Use Claude Code for free in the terminal, VSCode extension, or via Discord 977 Claude Code, Codex, OpenCode 2 1,670 tok
Get-Concord-AI/concord-mcp getconcord.ai Live messaging for coding agents 976 Claude Code 1 1,434 tok
toonight/get-shit-done-for-antigravity 975 Claude Code, Codex 17 —
microsoft/wassette microsoft.github.io Wassette: A security-oriented runtime that runs WebAssembly Components via MCP 974 Claude Code, Codex, GitHub Copilot, OpenCode 9 510 tok
MeisnerDan/mission-control Open-source task management for the agentic era. The command center for solo entrepreneurs 974 Claude Code 2 5,281 tok
lich0821/ccNexus Intelligent API gateway for Claude Code and Codex CLI - rotate endpoints, monitor usage, a 973 Claude Code 1 1,523 tok
classmethod/tsumiki tsumiki 972 Claude Code 1 606 tok
Saik0s/mcp-browser-use 972 Claude Code, Codex, OpenCode 2 1,634 tok
Rheosoph/flow-like flow-like.com Flow-Like: Strongly Typed Enterprise Scale Workflows. Built for scalability, speed, seamle 972 Claude Code, Codex, GitHub Copilot, OpenCode 8 8,452 tok
zenstory-ai/novel-to-game zenstory.ai Agent skills for source-grounded novel-to-game adaptation (novel adaptation to game / stor 972 Claude Code, Codex, OpenCode 2 982 tok
dondai44423/donsetch Web fetch, search, and crawl for AI agents. Built from scratch in Rust. No keys, no accoun 972 Claude Code, Codex, OpenCode 2 1,430 tok
trailofbits/claude-code-devcontainer Sandboxed devcontainer for running Claude Code in bypass mode safely. Built for security a 970 Claude Code 1 —
zqiren/Orbital orbital.top Context is yours. Agents are replaceable. 969 Claude Code, Codex, OpenCode 2 8,202 tok
AlmanacCode/codealmanac codealmanac.com A codebase wiki for AI coding agents. Captures what the code can't say: decisions, flows, 968 Claude Code, Codex, OpenCode 5 3,548 tok
rohitg00/kubectl-mcp-server hub.docker.com Published in CNCF Landscape: A MCP server for Kubernetes. 968 Claude Code 1 7,905 tok
freestylefly/wesight wesight.ai Open-source desktop AI agent workspace with one-click Claude Code, Codex, OpenClaw, Hermes 967 Claude Code, Codex, OpenCode 2 6,630 tok
luongnv89/asm luongnv.com The universal skill manager for AI coding agents. 966 Claude Code, Codex, OpenCode 2 3,143 tok
kardolus/chatgpt-cli ChatGPT CLI is a powerful, multi-provider command-line interface for working with modern L 965 Claude Code, Codex, OpenCode 2 2,596 tok
huifer/WellAlly-health wellally.tech Ally-Health is an intelligent healthcare assistant that harnesses advanced AI technology a 964 Claude Code 77 —
iamfakeguru/agent-md Production-grade agent directives for autonomous coding agents: Claude Code, Codex, Cursor 963 Claude Code, Codex 7 115 tok
coder/httpjail HTTP(s) request filter for processes 960 Claude Code, Codex, OpenCode 7 2,482 tok
im4codes/imcodes im.codes The IM for agents. Shared Agent Context & Memory, supervised execution, and cross-agent au 959 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 7 3,020 tok
hmans/beans A CLI-based, flat-file issue tracker for humans and robots. 🤖 959 Claude Code 6 1,364 tok
NVlabs/ASPIRE research.nvidia.com ASPIRE: Agentic /Skills Discovery for Robotics 959 Claude Code, Codex, OpenCode 6 1,500 tok
mouse-lin/finesse-skill 958 Claude Code, Codex, GitHub Copilot, OpenCode 3 5,571 tok
wordflowlab/novel-writer A novel-writing tool implemented with reference to Spec-kit 957 Claude Code, GitHub Copilot 1 1,183 tok
bgauryy/octocode octocode.ai Code research platform for AI agents; find, understand, and prove context across your code 957 Claude Code, Codex, OpenCode 2 3,171 tok
ethanplusai/jarvis JARVIS — a voice assistant for Claude Code. Talk to your Mac and he brainstorms a project 957 Claude Code 1 3,216 tok
getsentry/toolkit mcp.sentry.dev Agentic tooling for Sentry 957 Claude Code, Codex, Cursor, OpenCode 24 1,725 tok
pydantic/pydantic-ai-harness Batteries for your Pydantic AI agent. 956 Claude Code, Codex, OpenCode 6 3,154 tok
kossakovsky/selfhost-ai One-command installer for a self-hosted AI stack on your own server: n8n, Ollama, Open Web 955 Claude Code 2 11,781 tok
GarethManning/education-agent-skills garethmanning.com 165 evidence-grounded AI skills for teachers, school leaders and EdTech builders—pedagogy, 955 Claude Code, Codex, OpenCode 2 1,144 tok
sanity-io/next-sanity sanity.io Sanity toolkit for Next.js 955 Claude Code, Codex, OpenCode 2 1,359 tok
phuryn/pm-brain productcompass.pm PM Brain OS: The Second Brain for Product Managers, Made of Markdown 954 Claude Code, Codex, OpenCode 15 1,983 tok
russelleNVy/three-man-team A structured 3-agent AI dev team — Architect, Builder, Reviewer. Built from production use 953 Claude Code 1 326 tok
HaschekSolutions/pictshare pictshare.net :camera: PictShare is an open source image, mp4, pastebin hosting service with a simple re 952 Claude Code 1 1,294 tok
alexknowshtml/smaug Archive your Twitter/X bookmarks to markdown with AI-powered analysis. Supports Claude Cod 951 Claude Code 1 —
d6t/d6tflow d6tflow.readthedocs.io Python library for building highly effective data science workflows 949 Claude Code 1 3,950 tok
Pipelex/pipelex pipelex.com Build AI methods with your coding agent, then run them anywhere: as an MCP for chatbots, a 949 Claude Code, Codex, OpenCode 15 12,453 tok
superdesigndev/superdesign-skill superdesign.dev The design skill for Claude Code, Cursor and any coding agent. Stop shipping AI-slop UI: t 949 Claude Code, Codex, OpenCode 2 1,701 tok
open-mercato/cezar cezar.run Open-source orchestrator and ADE for running Claude Code, Codex, OpenCode, Pi and other AI 949 Claude Code, Codex, OpenCode 5 10,178 tok
JuliusBrussee/caveman-code caveman.so Frozen — terminal coding agent measured at 1.93× fewer tokens than Codex CLI. Still works; 947 Claude Code, Codex, OpenCode 2 3,776 tok
homeassistant-ai/skills Home Assistant skills for agents 947 Claude Code, Codex, OpenCode 3 2,884 tok
zhoushoujianwork/easyeda-agent eda.daboluo.cc EasyEDA Pro automation: the hands of your AI harness — typed schematic/PCB actions via CLI 947 Claude Code, Codex, OpenCode 5 2,957 tok