How real projects configure their agents

22,145 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 agents7,571Claude Code6,627Data and AI3,684Backend and APIs3,492Languages3,401Planning3,221Git and workflow3,179Code review2,740Testing2,368Memory and context2,365Writing and docs2,309DevOps and cloud2,308Research2,298Frontend2,256Security2,015Productivity1,715

All Claude Code31,984 Codex23,196 OpenCode22,145 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,736 Windsurf133 Kiro79

Project Stars Configures Files Always loaded
vinnie357/claude-skills claude code skills 25 Claude Code, Codex, OpenCode 2 6,378 tok
aave/aave-v4-sdk The official SDK for Aave V4 👻. 25 Claude Code, Codex, Cursor, OpenCode 7 711 tok
kychee-com/run402 run402.com Full-stack backend infrastructure for AI agents: Postgres, auth, storage, serverless funct 25 Claude Code, Codex, OpenCode 3 21,028 tok
nirholas/openbare openbare.xyz Decentralized web proxy network designed for censorship resistance, high availability. Dep 25 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 854 tok
AndreaGriffiths11/agent-context-system agents.mainbranch.dev Utilities for managing agent memory, context windows, and task-focused state 25 Codex, OpenCode 1 1,302 tok
Canine89/canine-remotion-slide 25 Claude Code, Codex, OpenCode 17 1,815 tok
MattArtzAnthro/AI-Anthropology-Toolkit The AI Anthropology Toolkit is a suite of computational anthropology tools designed to enh 25 Claude Code, Codex, Gemini CLI, OpenCode 3 4,372 tok
jxpeng98/qiongli rsk.jxpeng.dev Academic Research Skills: Plan the work, search the literature, draft and review manuscrip 25 Claude Code, Codex, OpenCode 2 3,819 tok
igmarin/rails-agent-skills 28 Rails-specific skills + 9 workflow templates for agentic development. 25 Claude Code, Codex, Gemini CLI, OpenCode 3 1,418 tok
punt-labs/prfaq Amazon Working Backwards PR/FAQ process — generate well-grounded professional documents fo 25 Claude Code, Codex, OpenCode 3 5,713 tok
anasfik/FlutterGuard Flutter APK/AAB security SKILL.md for OpenClaw, Codex, Claude Code, and other AI coding ag 25 Codex, OpenCode 1 434 tok
serejaris/sereja.tech sereja.tech Blog about AI agents, vibe coding, and Claude Code patterns 25 Claude Code, Codex, OpenCode 2 3,695 tok
Fortemi/fortemi Self-hosted AI knowledge base with hybrid semantic search (pgvector + FTS + RRF), MCP serv 25 Claude Code, Codex, OpenCode 2 8,306 tok
davidmosiah/delx-wellness wellness.delx.ai Public registry for local-first wellness MCP connectors: wearables, recovery, training, nu 25 Codex, OpenCode 1 179 tok
nirholas/plugin.delivery plugin.delivery AI plugin marketplace. SDK, gateway & developer tools for building function-calling plugin 25 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 806 tok
nirholas/ethereum-wallet-toolkit Python toolkit for Ethereum wallets: CLI tools + Model Context Protocol (MCP) servers for 25 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 791 tok
rufolangus/AAOSP Agentic Android Open Source Project (AAOSP) — Android fork with native LLM system service, 25 Codex, OpenCode 1 6,233 tok
nirholas/Binance-US-MCP A Model Context Protocol (MCP) server for Binance.US API. Provides standardized access to 25 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 861 tok
nirholas/x402-deploy nirholas.github.io Turn any API or MCP server into a paid service with x402 25 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 652 tok
Amsterdam/amsterdam-agent-skills 25 Codex, OpenCode 1 1,097 tok
recailai/jockey A high-performance, open-source Multi-Agent Collaboration Platform built with Tauri, Rust, 25 Claude Code, Codex, OpenCode 2 1,821 tok
BlocUnited-LLC/mozaiks The Mozaiks core is a self-hostable runtime for deploying AI-driven, multi-tenant web apps 25 Claude Code, Codex, OpenCode 23 11,643 tok
kkd927/kmux Terminal workspace for running parallel AI coding agents (Claude Code, Codex CLI, Antigrav 25 Codex, OpenCode 1 324 tok
Huskyauto/VisionClaw-Agent-Public-Release agenticcorporation.net Open-source multi-tenant AI agent workspace · 18 personas · 137 active capabilities · 812 25 Codex, OpenCode 1 2,657 tok
HA7CH/job-pro job.ha7ch.com Query Chinese big-tech campus recruiting from your terminal. Tencent live, more coming. 25 Claude Code, Codex, OpenCode 2 645 tok
metalagman/agent-skills Agent Skills. A collection of specialized expertise, workflows, and resources for LLM agen 25 Codex, OpenCode 1 441 tok
surrealdb/agent-skills Supercharge your coding agent with official SurrealDB Skills 25 Codex, OpenCode 1 399 tok
tumf/conflux dev.to 🚀 Spec-driven parallel coding orchestrator for AI agents | Automates OpenSpec changes wit 25 Claude Code, Codex, OpenCode 11 7,649 tok
ryanlyn/readwise-skill Agent Skill and CLI for Readwise + Reader 25 Claude Code, Codex, OpenCode 2 639 tok
hoangsonww/WealthWise-Finance-Tracker wealthwisefinancial.vercel.app A full-stack personal finance manager powered by Agentic AI, MCP, Next.js, Express, MongoD 25 Claude Code, Codex, GitHub Copilot, OpenCode 18 8,369 tok
Krv-Labs/topos docs.krv.ai Structural code quality metrics for agent-written programs. 25 Claude Code, Codex, OpenCode 2 1,934 tok
matthewdcage/llm-swarm-router Run the LLM Swarm Router on machines to distribute Local Ai to the Swarm - More Machines - 25 Claude Code, Codex, OpenCode 12 11,481 tok
KaminDeng/agent_notifier 25 Claude Code, Codex, OpenCode 2 33 tok
microsoft/openclaw-dev An OpenClaw agent hosted in the cloud for development, testing and single tenant use cases 25 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,635 tok
sassanh/quiper Spotlight for AI. A frictionless, pure AppKit macOS HUD that brings ChatGPT, Claude, and y 25 Codex, OpenCode 1 1,673 tok
dp-web4/SAGE A cognition kernel that wraps a frozen LLM in a persistent identity + trust + governance l 25 Claude Code, Codex, OpenCode 5 4,068 tok
DevVig/microbridge Open-source control plane for the Codex Micro — one macropad, every coding agent 25 Codex, OpenCode 1 323 tok
marcosmarf27/tecjustica-sigilo Anonimizador desktop de PII para textos jurídicos brasileiros (Electron + Presidio + BERT 25 Claude Code, Codex, OpenCode 2 20,149 tok
lensapp/openshell-k8s-operator OpenShell Kubernetes Operator 25 Claude Code, Codex, OpenCode 2 832 tok
inference-gateway/adk An Agent Development Kit (ADK) allowing for seamless creation of A2A-compatible agents wri 25 Claude Code, Codex, OpenCode 2 3,251 tok
hooyao/copilot-bridge .NET 10 Native AOT reverse proxy exposing GitHub Copilot's LLM API as Anthropic/OpenAI/Gem 25 Claude Code, Codex, OpenCode 15 6,061 tok
IgorWarzocha/opencode-usage-plugin Plugin that displays your OAuth subscription quotas. 25 Codex, OpenCode 1 325 tok
Goldppx/RockDLL DLL injector for the world of Kingdom of Locke; compatible with ReShade 25 Codex, OpenCode 1 1,116 tok
Netie-AI/OpenHBM An open-source, JEDEC JESD270-4A-compliant HBM4 memory subsystem (controller + PHY-shim + 25 Claude Code, Codex, OpenCode 2 4,670 tok
justrach/codegraff2 CodeGraff: a faster, lightweight coding agent for focused terminal development 25 Codex, OpenCode 1 1,755 tok
CheshireMew/visual-multimedia 25 Codex, OpenCode 1 1,890 tok
luizhcastro/mac-stats A native macOS menu bar app for real-time monitoring of system stats. 25 Claude Code, Codex, OpenCode 2 10,593 tok
mudler/face-detect.cpp face-detect.cpp is a from-scratch C++17 port of the insightface buffalo face-recognition p 25 Codex, OpenCode 1 1,571 tok
fewtarius/llama-ai A project repository for work on improving local LLMs on my personal AMD devices 25 Codex, OpenCode 1 4,614 tok
k3sra/halo-multiplayer-evolved The multiplayer Halo: Campaign Evolved should have shipped with. Original modes and maps, 25 Codex, OpenCode 1 2,293 tok