How real projects configure their agents

44,969 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
filippovarini/community-fish-detector-dataset 27 Claude Code 2 1,390 tok
codenamev/claude_memory Long-term, self-managed memory for Claude Code using hooks, MCP tools, and SQLite 27 Claude Code 10 6,684 tok
ikeisuke/ai-dlc-starter-kit AI-DLC starter kit 27 Claude Code, Codex, OpenCode 4 3,435 tok
Second-Order-Systems/Dystil 2os.ai 27 Claude Code, Codex, OpenCode 2 2,074 tok
matthewdcage/llm-swarm-router Run the LLM Swarm Router on machines to distribute Local Ai to the Swarm - More Machines - 27 Claude Code, Codex, OpenCode 12 11,481 tok
strelov1/diffray diffray.ai AI-powered code review CLI for git changes 27 Claude Code 1 6,136 tok
zvadaadam/deus-machine deusmachine.ai Your machine for building software 27 Claude Code, Codex, OpenCode 2 4,146 tok
sassanh/quiper quiper.sassanh.com Spotlight for webapps. A frictionless, pure AppKit macOS HUD that brings ChatGPT, Claude, 27 Codex, OpenCode 1 1,726 tok
qzc438/ontology-llm Agent-OM: Leveraging LLM Agents for Ontology Matching 27 Claude Code 1 522 tok
flutter/dart-intellij-third-party 27 Claude Code, Codex 10 —
DanMcInerney/mma-ai 27 Claude Code, Codex, OpenCode 2 5,337 tok
inference-gateway/adk An Agent Development Kit (ADK) allowing for seamless creation of A2A-compatible agents wri 27 Codex, OpenCode 1 2,252 tok
boozedog/pi-codemode 27 Codex, OpenCode 1 762 tok
justrach/codegraff2 CodeGraff: a faster, lightweight coding agent for focused terminal development 27 Codex, OpenCode 1 1,755 tok
audreyt/civic.ai civic.ai A governance framework by Audrey Tang and Dr Caroline Emmer De Albuquerque Green that tran 27 Codex, OpenCode 1 1,854 tok
MatthewGreenberg/skate-dog skate-dog.vercel.app 27 Claude Code 1 11,966 tok
cdviz-dev/cdviz cdviz.dev Improve software delivery (pipelines, test, deployment, dora, ...): observe then react 27 Codex, OpenCode 1 1,905 tok
OpenMasjid-Solutions/OpenMasjidOS openmasjidsolutions.org Free, open-source operating layer for masjids. Self-hosted, one-line install, beautiful ap 27 Claude Code 1 —
murillous/LumaBot Bot de WhatsApp com a Luma, assistente com personalidade: IA multimodelo (Gemini, OpenAI, 27 Claude Code 1 446 tok
longcw/home-assistant-mcp-agent LiveKit Agent integrated with MCP server of Home Assistant 27 Claude Code 1 208 tok
lout33/termcanvas yupanqui.xyz Open-source macOS app for steering tmux-backed agents with a live sidebar tree and current 27 Codex, OpenCode 1 1,749 tok
spencermarx/orc A lightweight orchestration framework that piggybacks your local Agentic CLI setup. Intent 27 Claude Code, Codex, OpenCode 29 4,187 tok
shiyubao78/token-sprite 🌱 Burning tokens, growing neurons. Use your real Claude Code / Codex usage to raise a des 27 Claude Code, Codex, OpenCode 2 2,560 tok
Dkm0315/frappe-agent hol.org Frappe, ERPNext, and Frappe ecosystem agent plugin for Codex, Claude Code, Cursor, Copilot 27 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,181 tok
jayvee/aigon aigon.build Aigon is a local, open-source, spec-first software-delivery orchestrator for coding agents 27 Claude Code, Codex, Gemini CLI, OpenCode 6 3,886 tok
silent-rs/silent-Tiangong A desktop personal AI intelligent terminal built with Rust + Tauri, featuring an embedded 27 Claude Code 1 1,900 tok
huifer/claude-code-interview 27 Claude Code 23 379 tok
RobithYusuf/mcp-stealth-chrome Stealth Chrome MCP server - 100++ tools for AI agents. One-liner Cloudflare Turnstile bypa 27 Claude Code, Codex, OpenCode 2 9,451 tok
Cognipeer/console docs.cognipeer.com Open-source, self-hosted AI gateway and control plane: OpenAI-compatible LLM routing, RAG, 27 Codex, GitHub Copilot, OpenCode 2 9,822 tok
ldclabs/anda-bot anda.bot 🐼 Born of panda. Awakened as Anda. A copilot for your computer, powered by the Anda Brain 27 Codex, OpenCode 1 2,071 tok
cscoderr/simpod Stream and control an iOS Simulator from your browser, terminal, or AI coding agent. 27 Claude Code 1 1,119 tok
awslabs/llm-evaluation-system Agentic AI-guided evaluation system for comparing LLMs with multi-judge jury scoring 27 Claude Code, Codex, OpenCode 5 7,551 tok
pubky/pubky-app pubky.app 27 Claude Code, Codex, OpenCode 6 3,452 tok
sinanata/unreal-umg-design-system A drop-in design system for Unreal Engine UMG: design tokens, themed C++ widgets, 120 vect 27 Codex, GitHub Copilot, OpenCode 2 3,632 tok
trinadhthatakula/Loki Android App logger 27 Claude Code, Codex, OpenCode 2 4,354 tok
afx-team/evjs afx-team.github.io A react full-stack framework. 27 Codex, OpenCode 1 1,270 tok
fiberplane/mcp-gateway Gateway for inspecting and auditing your MCP servers 27 Claude Code, Codex, OpenCode 2 5,849 tok
jmpnop/imhexMCP Model Context Protocol server for ImHex hex editor 27 Claude Code 1 3,424 tok
Yeq6X/mazelingo mazelingo-web.pages.dev Sentence-level bilingual mix translator — Chrome extension (MV3). Read the web with your t 27 Claude Code 1 863 tok
dmmulroy/pi-mcp Pi extension for OpenCode-style MCP client support 27 Codex, OpenCode 1 78 tok
vstorm-co/content-skills vstorm.co Content studio skill pack for coding agents — blog, social, slides, video, infographics — 27 Claude Code 1 780 tok
squerne/open-career-skills jobmentis.com Eight Claude Code skills for the job hunt that refuse to invent facts about you: CV optimi 27 Claude Code 1 1,014 tok
hamr0/liteagents Comprehensive AI liteagents kit (subagents, skills/commands) for Claude Code, Opencode, Am 27 Claude Code 1 604 tok
ZealynxSecurity/krait krait.zealynx.io AI-assisted Solidity auditing. Recorded v8 sample: 10 matches, 0 false positives, 15.2% re 27 Claude Code 10 3,776 tok
MahammadNuriyev62/claude-code-katex marketplace.visualstudio.com VSCode extension that adds LaTeX math rendering to Claude Code using KaTeX 27 Claude Code, Codex, OpenCode 2 5,201 tok
WizTheAgent/IronMesh ironmesh.org Local-first, end-to-end encrypted agent-to-agent mesh protocol. Zero-config LAN + LoRa. Ru 27 Codex, OpenCode 1 1,853 tok
kh0pper/crow maestro.press Modular, agentic framework and MCP platform you self-host. Build and run your own AI agent 27 Claude Code 1 3,483 tok
thecompez/ai-for-modern-cpp A template repository for guiding AI coding agents to write safe, modern C++20/23/26 code 27 Claude Code, Codex, OpenCode 2 15,230 tok
K-Dense-AI/rowan-autosearch k-dense.ai Agent-driven molecular optimization over chemical space, using Rowan for property scoring 27 Codex, OpenCode 1 1,763 tok
shawndotty/ioto-update Plugin For IOTO Framework Update 27 Codex, OpenCode 1 5,394 tok