How real projects configure their agents

32,552 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 agents8,564Claude Code6,906Git and workflow3,633Data and AI3,578Backend and APIs3,558Languages3,494Planning3,322Code review2,906Testing2,695DevOps and cloud2,496Writing and docs2,489Memory and context2,375Research2,320Frontend2,312Security2,181Project management1,980

All Claude Code32,552 Codex24,920 OpenCode23,840 GitHub Copilot3,723 Gemini CLI2,039 Cursor1,771 Windsurf202 Kiro117

Project Stars Configures Files Always loaded
PostOakLabs/ainumbers ainumbers.co Deterministic fintech compliance tools + the OpenChainGraph verifiable-artifact standard 12 Claude Code, Codex, OpenCode 3 2,017 tok
sovantica/engrava engrava.ai The memory database for AI agents - graph memory, hybrid search, tamper-evident thought/ed 12 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 4 3,897 tok
talberthoule/backchannel backchannel.page Self-hosted, open-source AI meeting assistant: live speaker-diarized transcription plus AI 12 Claude Code, Codex, OpenCode 2 10,504 tok
full-stack-skills/uniapp-skills uni-app cross-platform skills - project, cloud, ads, uView, uCharts 12 Claude Code 4 —
MauricioPerera/KDD mauricioperera.github.io 🧠 Knowledge-Driven Development (KDD): ready-to-use template combining OKF (knowledge as l 12 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 5 860 tok
Xiddoc/AndroidAutoX Opening the door to more features of Android Auto, based on Magisk. Successor to AA-AIO-Tw 12 Claude Code, Codex, OpenCode 2 4,780 tok
Blackburn-Labs/wiremark wiremark.dev Text-based wireframing format that embeds in markdown like Mermaid. Familiar component nam 12 Claude Code, Codex, OpenCode 2 2,459 tok
scalefocus/skilly scalefocus.com Enterprise-grade, self-hosted registry for governing SKILL.md agent skills, with identity 12 Claude Code 1 3,749 tok
ludengz/awesome-epub-translator-skill AI-powered ePub translator for Claude Code — translate ebooks to any language with automat 12 Claude Code 1 811 tok
rizowski/unraid-docker-folders Claude generated unraid plugin for managing docker 12 Claude Code 1 10,522 tok
harebeats/cannonball Você não começa do zero — chega com impulso. Guarda as peças de site que você já fez e as 12 Claude Code, Codex, OpenCode 2 1,192 tok
betmoar/cc-proxy-plugin A Claude Code plugin + local proxy that lets you use GLM (Z.ai), OpenRouter, and Claude si 12 Claude Code 1 3,741 tok
Pablo-gitub/optees optees.it Optees is an open-source desktop toolkit for optimization: LP (SciPy/HiGHS), MILP (OR-Tool 12 Claude Code, Codex, OpenCode 2 1,276 tok
iLert/ilert-cli Rust native Alerting and Incident Management on your CLI & favorite Coding Agents 12 Claude Code, Codex, OpenCode 2 39 tok
alieismy/codex-three-layer-delivery An unofficial, deliverable-driven rules-and-skills framework for Codex-first software R&D. 12 Claude Code, Codex, OpenCode 2 1,538 tok
jwzheng96/learn-cuda-from-scratch jwzheng96.github.io Learn CUDA × LLM inference from scratch: 14-chapter Chinese tutorial + runnable CUDA C++ c 12 Claude Code 1 1,557 tok
ScriptedAlchemy/agent-bundle scriptedalchemy.github.io Build portable AI-agent plugin bundles for Codex, Claude Code, and Agent Plugins 12 Claude Code, Codex, OpenCode 2 2,352 tok
MeltFlexDevs/skills meltflexai.com AI interior design skills for AI agents — MeltFlex 12 Claude Code 1 619 tok
IcyHot09/opengrok-mcp-server OpenGrok MCP Server is a native Model Context Protocol server that bridges your organizati 12 Claude Code, Codex, OpenCode 2 4,654 tok
IngTian/witness Turns any text stream into a dated history of how its subject changed. Point it at your Cl 12 Claude Code, Codex, OpenCode 2 2,475 tok
core-euler/aidd AI Driven Development 12 Claude Code 21 —
ronnycoding/my-personal-assistant Personal AI assistant supporting Claude Code and Gemini CLI - productivity automation, App 12 Claude Code, Gemini CLI 25 2,523 tok
ahostbr/kuroryuu-public Kuroryuu - AI Agent Orchestration Platform with Desktop App, MCP Integration, and Docker S 12 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 4 608 tok
ai-supervisor-foundry/foundry Foundry is a persistent orchestration & control-plane for agentic software development—min 12 Claude Code, GitHub Copilot, Gemini CLI 6 1,474 tok
ironarachne/ironarachne ironarachne.com The Iron Arachne website 12 Claude Code, Codex, OpenCode 7 4,537 tok
SocialGouv/egapro egapro.travail.gouv.fr Calcul de l'index d'égalité femme‑homme dans les entreprises 12 Claude Code, Codex, OpenCode 7 3,741 tok
BenchBox-dev/BenchBox BenchBox is a "benchmarking toolbox" that makes it simple to benchmark analyitic (OLAP) da 12 Claude Code, Codex, Gemini CLI, OpenCode 16 2,873 tok
m96-chan/OBS-WebRTC-Link A versatile WebRTC plugin for OBS Studio that provides Universal WebRTC Input & Output. 12 Claude Code 1 1,871 tok
costular/Minitask Minitask is an Android App to create and organise your daily to-do with by minimalist desi 12 Claude Code, Codex, Gemini CLI, OpenCode 15 1,604 tok
FuZhiyu/superRA An agentic workflow for economic research 12 Claude Code, Codex, Gemini CLI, OpenCode 3 2,615 tok
yukihiko-shinoda/zaim-csv-converter CSV format converter for importing to Zaim. 12 Claude Code 3 957 tok
wahidyankf/ose-public oseplatform.com Open source platform for researching and building trustworthy, Sharia-compliant enterprise 12 Claude Code, Codex, OpenCode 5 1,953 tok
lsagetlethias/fine-grained-proxy fgp.tools.sagetlethias.tech Stateless HTTP proxy that adds fine-grained token scoping to any API. Zero storage — encry 12 Claude Code 10 7,412 tok
better-together-org/community-engine-rails bebettertogether.ca The Better Together Community Engine is an accessible open source community platform that' 12 Claude Code, Codex, GitHub Copilot, OpenCode 16 31,972 tok
patr-cloud/patr patr.cloud Self-hosted, production-grade DevOps platform 12 Claude Code, GitHub Copilot 16 3,735 tok
promise-language/promise promise-lang.org Statically-typed language designed for AI agents to write correct, maintainable code. Expl 12 Claude Code 5 16,705 tok
bifrost5/foundry Foundry is a persistent orchestration & control-plane for agentic software development—min 12 Claude Code, GitHub Copilot, Gemini CLI 6 1,474 tok
PsychQuant/che-apple-mail-mcp Apple Mail MCP server — 53 tools with SQLite-powered millisecond search across 250K+ email 11 Claude Code, Codex, OpenCode 2 1,980 tok
JSONbored/metagraphed metagraph.sh Bittensor didn't ship with a map. We drew one — chain-direct block explorer, developer reg 11 Claude Code, Codex, OpenCode 2 1,251 tok
imkohenauser/antigravity-starter-ja A starter template for Google Antigravity IDE, optimized for Japanese development environm 11 Claude Code, Codex, Gemini CLI, OpenCode 3 164 tok
shaanmajid/prediction-mcp shaanmajid.github.io MCP server for prediction market data (Kalshi, Polymarket) 11 Claude Code 1 1,605 tok
chpapa/telegram-claude-bot Personal AI assistant over Telegram, like Open Claw but on top of Claude Code CLI 11 Claude Code 1 643 tok
aegntic/cldcde cldcde.cc The unofficial community hub for Claude Code plugins, skills, extensions, MCP servers, and 11 Claude Code, Codex 40 605 tok
jaredgizersky/stash TUI for bookmarking, browsing, previewing, and resuming Claude Code and Codex sessions 11 Claude Code 1 1,201 tok
chenpg2/kw-engine Methodology evolution engine — distill transferable principles from literature, search by 11 Claude Code, Codex, OpenCode 2 377 tok
sunnypatneedi/claude-starter-kit Complete starter kit for Claude Code with agents, skills, hooks, and MCP configurations 11 Claude Code 2 481 tok
AgentSpore/agentspore agentspore.com Platform where AI agents autonomously build, review and deploy real software. Connect any 11 Claude Code, Codex, OpenCode 2 11,036 tok
andrasfe/vulnicheck Python vulnerability scanner & MCP security toolkit. Real-time dependency checking via OSV 11 Claude Code, Codex, OpenCode 2 6,751 tok
fotoetienne/gru manage minions like a boss 11 Claude Code 17 4,135 tok
yyu0310/cc-to-grok-bridge Bridge Claude Code → Grok Build: shared rules/skills, hook adapter hard-gates, optional me 11 Claude Code, Codex, Gemini CLI, OpenCode 3 1,742 tok