How real projects configure their agents

43,579 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 agents7,541Claude Code6,614Data and AI3,687Backend and APIs3,492Languages3,397Planning3,211Git and workflow3,159Code review2,735Memory and context2,362Testing2,357DevOps and cloud2,306Writing and docs2,299Research2,296Frontend2,252Security2,009Productivity1,710

All Claude Code32,137 Codex23,307 OpenCode22,079 GitHub Copilot3,547 Gemini CLI1,916 Cursor1,738 Windsurf121 Kiro77

Project Stars Configures Files Always loaded
typewriter03/Desko Make use of your old phone || Your own Desk Buddy 213 Codex, OpenCode 1 348 tok
NVIDIA/nvcf docs.nvidia.com Platform for deploying and routing GPU-accelerated inference, streaming, and batch workloa 213 Claude Code, Codex, OpenCode 2 5,375 tok
receptron/mulmoterminal receptron.github.io Run multiple Claude Code and Codex sessions in parallel — a browser terminal grid that sho 213 Claude Code 1 6,114 tok
scarletkc/agents Shared standards and reusable skills for Claude Code, Codex CLI, and other AI coding agent 213 Claude Code, Codex, OpenCode 2 708 tok
vortezwohl/Autono doi.org A ReAct-Based Highly Robust Autonomous Agent (Harness) Framework. 212 Claude Code 1 1,460 tok
dilolabs/nosia hub.docker.com Self-hosted AI RAG + MCP Platform 212 Claude Code, Codex, OpenCode 25 7,549 tok
MrNine-666/claude-code-quickstart 212 Codex, OpenCode 1 251 tok
QuantClaw/QuantClaw a C++ implementation of OpenClaw, designed for extremely performance and memory efficiency 212 GitHub Copilot 1 737 tok
inference-gateway/inference-gateway docs.inference-gateway.com An open-source, cloud-native, high-performance gateway unifying multiple LLM providers, fr 212 Claude Code, Codex, OpenCode 5 1,114 tok
yogthos/chiasmus Chiasmus is an MCP server that gives language models access to formal verification 212 Codex, OpenCode 1 6,132 tok
ethanhq/cc-fleet 🚢 Run Claude Code's ⚙️ Dynamic Workflows, 👥 Agent Teams & ⚡ Subagents on any third-party 212 Claude Code, Codex, OpenCode 2 3,029 tok
LerianStudio/ring lerian.studio 89 skills and 38 specialized agents that enforce proven engineering practices for AI-assis 212 Claude Code, Codex, OpenCode 2 1,707 tok
damianvtran/local-operator local-operator.com An open-source AI agent hub for your own machine: build organizations of collaborating age 212 Codex, OpenCode 1 31,340 tok
maddhruv/absolute Absolute Skills to 10x your Development Lifecycle 212 Claude Code 1 786 tok
Neph0s/Agentopia 212 Claude Code 4
samber/cc-skills skills.sh 🧑‍🎨 A collection of agentic skills that works 212 Claude Code 1 15,385 tok
NicholasSpisak/claude-code-subagents 212 Claude Code 1 819 tok
finite-sample/rmcp finite-sample.github.io R MCP Server 211 Claude Code 1 4,683 tok
nexxeln/opencode-config my opencode config 211 Codex, OpenCode 1 691 tok
Joonghyun-Lee-Frieren/oh-my-antigravity joonghyun-lee-frieren.github.io Context-engineering-powered multi-agent team workflow pack for Antigravity CLI. 211 Gemini CLI 1 45 tok
kstenerud/yoloai yoloai.dev Your agent is a security risk, so treat it like one. yoloAI does AI agent sandboxing right 211 Claude Code, Codex, OpenCode 5 4,163 tok
f1nalspace/final_game_tech Game related libraries written in C/C++ written by T. Spaete 211 Claude Code 1 211 tok
roryeckel/wyoming_openai OpenAI-Compatible Proxy Middleware for the Wyoming Protocol 211 Claude Code, Codex, OpenCode 5 824 tok
node9-ai/node9-proxy node9.ai The Execution Security Layer for the Agentic Era. Providing deterministic "Sudo" governanc 211 Claude Code 1 858 tok
a7t-ai/poirot poirot.fyi A native macOS companion for Claude Code that lets you browse sessions, explore diffs, and 211 Claude Code 1 38 tok
aouicher/graphmind getgraphmind.com Local-first code intelligence for AI assistants. Turns your codebase into a knowledge grap 211 Claude Code 1 811 tok
Niall-Young/Canvasight A plugin for organizing tasks and then handing them off to AI tools. 211 Codex, OpenCode 1 6,043 tok
jmagly/aiwg aiwg.io Cognitive architecture for AI-augmented software development. Specialized agents, structur 211 Claude Code, Codex, OpenCode, Windsurf 3 715 tok
BlockRunAI/awesome-finance-mcp A curated list of MCP servers for AI finance agents 211 Codex, OpenCode 1 829 tok
akiselev/ghidra-cli Automate Ghidra reverse engineering from the command line — headless analysis, decompilati 211 Claude Code, Codex, OpenCode 4 767 tok
AgriciDaniel/claude-shorts skool.com Interactive longform-to-shortform video creator — Claude Code skill with Remotion-rendered 211 Claude Code 1 420 tok
guaardvark/guaardvark guaardvark.com The self-hosted AI studio: local video, image, music, voice, LoRA training, coding swarms, 211 Claude Code, Codex, OpenCode 16 802 tok
naodeng/awesome-qa-skills inaodeng.com Awesome QA Skills is an open-source AI-native Quality Engineering skill system that helps 211 Codex, OpenCode 1 2,321 tok
yigitkonur/awesome-herdr A curated guide to the Herdr ecosystem: tools, workflows, configs, clients, skills, and in 211 Codex, OpenCode 1 1,272 tok
hyprmcp/jetski Authentication, analytics, and prompt visibility for MCP servers with zero code changes. S 211 Claude Code 1 1,374 tok
microsoft/Agents-for-python This repository is for active development of the Microsoft 365 Agent SDK components for Py 211 Claude Code 1 2,895 tok
johunsang/semble_rs Fast, AI-agent-native code search in Rust — hybrid BM25 + semantic, Tree-sitter AST chunki 210 Claude Code, Codex, OpenCode 2 1,239 tok
smartcomputer-ai/agent-os Build autonomous AI agents! 🌞 210 Claude Code, Codex, OpenCode 2 2,402 tok
FerroxLabs/ijfw npmjs.com IJFW — It Just F*cking Works. Ferrox Labs' local-first infrastructure for AI coding agents 210 Claude Code, Codex, GitHub Copilot, OpenCode 3 7,538 tok
gurgeous/table_tennis A Ruby library for printing stylish tables in your terminal. 210 Codex, OpenCode 1 294 tok
CartoDB/analytics-toolbox-core A set of UDFs and Procedures to extend BigQuery, Snowflake, Redshift, Postgres and Databri 210 Claude Code 1 575 tok
modem-dev/baudbot Multiplayer, always-on AI dev assistant built on Pi - like OpenClaw but for your whole tea 210 Claude Code, Codex, OpenCode 2 1,464 tok
JayCRL/MobileVC mobilevc.top Turn your phone into the control center for an AI coding assistant CLI session (Claude or 210 Claude Code 4 684 tok
arch3rPro/1Panel-Appstore arch3rpro.github.io 1Panel third-party app store (operations monitoring, free LLM APIs, NAS tools, container m 210 Codex, OpenCode 1 821 tok
fabriqaai/specs.md specs.md specs.md - ai-dlc spec driven development framework 210 Claude Code 11
yoloshii/ClawMem On-device memory layer for AI agents. Claude Code, OpenClaw and Hermes. Hooks + MCP server 210 Claude Code, Codex, OpenCode 2 7,239 tok
popstas/telegram-download-chat Download any Telegram chat history: CLI, GUI, WebUI, MCP, Skill 210 Claude Code, Codex, OpenCode 3 5,104 tok
yennanliu/InvestSkill yennj12.js.org US stock analysis skills for LLMs (Claude code, Gemini ...) | #AI 210 Claude Code, GitHub Copilot, Gemini CLI 3 8,764 tok
petabridge/memorizer Vector-search powered agent memory MCP server 210 Claude Code 1 595 tok
lornshrimp/Lorn.NovelWriteSkills An AI writing asset library for long-form web fiction and novel workflows. Rather than a r 210 GitHub Copilot 7 13,967 tok