How real projects configure their agents

32,505 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 agents8,489Claude Code6,881Git and workflow3,605Data and AI3,580Backend and APIs3,556Languages3,486Planning3,323Code review2,893Testing2,681Writing and docs2,477DevOps and cloud2,477Memory and context2,375Research2,318Frontend2,308Security2,170Project management1,960

All Claude Code32,505 Codex24,785 OpenCode23,702 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,771 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
johunsang/semble_rs Fast, AI-agent-native code search in Rust — hybrid BM25 + semantic, Tree-sitter AST chunki 216 Claude Code, Codex, OpenCode 2 1,239 tok
finite-sample/rmcp finite-sample.github.io R MCP Server 216 Claude Code 1 4,683 tok
roboco-io/awesome-vibecoding A curated list of resources, tutorials, best practices, and examples for Vibe Coding, the 216 Claude Code 3 790 tok
AventurasTeam/Aventuras A frontend for LLM-based text adventure 216 Claude Code 1 3,016 tok
mstan/psxrecomp discord.gg Sony PlayStation game static recompiler ecosystem · Part of the R.A.I.D. community 216 Claude Code 1 5,917 tok
peltmonger/stardrive astro-stardrive.com The Astro boilerplate to create super stable and fast websites in the AI age 216 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 5 3,505 tok
sortie-ai/sortie sortie-ai.com Turn tracker tickets into autonomous agent sessions 216 Claude Code, Codex, GitHub Copilot, OpenCode 4 2,716 tok
patlux/pi-commandcode-provider pi.dev pi custom provider for the Command Code API — 18 models including Claude, GPT, DeepSeek, K 216 Claude Code, Codex, OpenCode 2 105 tok
amirfish1/claude-command-center ccc.amirfish.ai One local board for Claude Code, Codex, Cursor and 5 more coding agents. See which session 216 Claude Code, Codex, OpenCode 5 4,732 tok
Cloudgeni-ai/opengeni opengeni.ai Open, self-hostable agentic service for organizations — durable, replayable agent sessions 216 Claude Code, Codex, OpenCode 6 36,780 tok
jiji262/claude-design-skill skills.sh A portable Claude Skill that turns Claude into an expert designer for HTML artifacts — dec 216 Claude Code, Codex, OpenCode 2 95 tok
fancyboi999/open-tag getopentag.com Open-source, self-hostable alternative to Claude Tag — a Slack-style workspace where your 215 Claude Code, Codex, OpenCode 5 3,877 tok
TentacleOpera/switchboard Switchboard plugin for VS Code, enables subscription-based AI agent teams 215 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 5 5,566 tok
harunkurtdev/ros2-claude-code-template 215 Claude Code 61 —
FerroxLabs/ijfw npmjs.com IJFW — It Just F*cking Works. Ferrox Labs' local-first infrastructure for AI coding agents 215 Claude Code, Codex, GitHub Copilot, OpenCode 3 7,538 tok
a7t-ai/poirot poirot.fyi A native macOS companion for Claude Code that lets you browse sessions, explore diffs, and 215 Claude Code 1 38 tok
ZhuLinsen/MiniAgent 🚀 Build an AI Coding Assistant + CLI-based Manus in 5 Minutes! ⚡️ 215 Claude Code, Codex, OpenCode 2 1,901 tok
KarlRaf/gtm-starter-kit A Claude Code repository for GTM teams. Context templates, skills, workflows, and a fully 215 Claude Code 1 1,080 tok
GaaraZhu/gate A deterministic privacy boundary between your data and AI. 214 Claude Code 1 1,400 tok
vortezwohl/Autono doi.org A ReAct-Based Highly Robust Autonomous Agent (Harness) Framework. 214 Claude Code 1 1,460 tok
inference-gateway/inference-gateway docs.inference-gateway.com An open-source, cloud-native, high-performance gateway unifying multiple LLM providers, fr 214 Claude Code, Codex, OpenCode 4 2,302 tok
chsami/Microbot themicrobot.com Modified Version of the Open source Runelite client 214 Claude Code, Codex, OpenCode 2 716 tok
jpicklyk/task-orchestrator Server-enforced workflow discipline for AI agents. An MCP server providing persistent work 214 Claude Code 15 6,112 tok
AnastasiyaW/codex-claude-code-config Claude Code, Codex, and multi-agent configuration system: principles, hooks, skills, and w 214 Claude Code, Codex, OpenCode 2 11,243 tok
api7/aisix api7.ai Open-source AI gateway for LLMs & AI agents, built in Rust. One OpenAI-compatible API for 214 Claude Code, Codex, OpenCode 2 11,384 tok
AssemblyAI/assemblyai-python-sdk assemblyai.com AssemblyAI's Official Python SDK 213 Claude Code 1 9,655 tok
rudybear/renderdoc-skill A Claude Code skill for GPU frame debugging with RenderDoc via rdc-cli 213 Claude Code 1 464 tok
ab604/claude-code-r-skills Claude Code configurations for R development. 213 Claude Code 9 —
leshkodev/freetube freetube.io Native SwiftUI YouTube client for iOS. Cookie-based auth, AVPlayer, offline downloads. 213 Claude Code 1 9,979 tok
NicholasSpisak/claude-code-subagents 213 Claude Code 1 819 tok
Kayforkind/reimagine-it kayforkind.github.io Kayforkind Content-Derived Design CLI. HTML in, standalone HTML out from the source's own 213 Claude Code, Codex, OpenCode 1 1,130 tok
f1nalspace/final_game_tech Game related libraries written in C/C++ written by T. Spaete 212 Claude Code 1 211 tok
agentlogs/agentlogs agentlogs.ai Collaboration in the age of agentic engineering 212 Claude Code, Codex, OpenCode 2 1,039 tok
iusztinpaul/squid The Software Factory 212 Claude Code, Codex, OpenCode 2 2,348 tok
Cesarjoquin/Marketing-Skills AI agent Marketing skills for Claude Code and AI agents. CRO, copywriting, SEO, analytics, 212 Claude Code, Codex, OpenCode 2 2,165 tok
dylanroscover/Embody embody.tools The most comprehensive MCP toolkit for TouchDesigner 212 Claude Code, Codex, OpenCode 2 5,453 tok
dualverse-ai/station dualverse.ai The Station is an open-world multi-agent environment where AI agents pursue autonomous sci 212 Claude Code, Codex, Gemini CLI, OpenCode 3 7,604 tok
nwiizo/nippo crates.io Daily report management repository. 212 Claude Code, Codex, OpenCode 2 423 tok
miuuyy/Clew clew.my AI learning harness with interactive maps of topics and prerequisites. Available as a Chat 212 Claude Code, Codex, OpenCode 3 1,313 tok
hyprmcp/jetski Authentication, analytics, and prompt visibility for MCP servers with zero code changes. S 212 Claude Code 1 1,374 tok
Claude-Reverser/IDA-instances-MCP Custom build of ida-pro-mcp - stability-hardened MCP server for hosting headless IDA Pro i 212 Claude Code 1 1,135 tok
alexei-led/k8s-mcp-server K8s-mcp-server is a Model Context Protocol (MCP) server that enables AI assistants like Cl 211 Claude Code 1 1,008 tok
dilolabs/nosia hub.docker.com Self-hosted AI RAG + MCP Platform 211 Claude Code, Codex, OpenCode 25 7,549 tok
Enriquefft/openclaw-kapso-whatsapp Give your OpenClaw AI agent a WhatsApp number. Official Meta Cloud API via Kapso. No ban r 211 Claude Code 1 540 tok
4xian/claude-codex-api ccapi - A management tool for quickly switching Claude Code and Codex configurations | A t 211 Claude Code 1 1,734 tok
agentjido/jido_ai jido.run AI integration layer for Jido agents with LLM orchestration and reasoning strategies. 211 Claude Code, Codex, OpenCode 2 462 tok
yoloshii/ClawMem On-device memory layer for AI agents. Claude Code, OpenClaw and Hermes. Hooks + MCP server 211 Claude Code, Codex, OpenCode 2 8,770 tok
adrianco/retort Platform Evolution Engine. Distill the best from the combinatorial mess. 211 Claude Code 2 3,381 tok
techygarg/lattice techygarg.github.io Install engineering discipline into any AI coding assistant. Composable skills for design, 211 Claude Code, Codex, OpenCode 3 148 tok
kdroidFilter/Zayit zayitapp.com Zayit is a free app to read, search, and explore Jewish study texts. Built for study: fast 211 Claude Code, Codex, OpenCode 2 4,088 tok