How real projects configure their agents

23,157 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 agents7,557Claude Code6,620Data and AI3,682Backend and APIs3,496Languages3,401Planning3,217Git and workflow3,165Code review2,733Testing2,364Memory and context2,364DevOps and cloud2,310Writing and docs2,303Research2,297Frontend2,252Security2,013Productivity1,710

All Claude Code31,977 Codex23,157 OpenCode22,109 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,739 Windsurf129 Kiro79

Project Stars Configures Files Always loaded
uptimerobot/ai uptimerobot.com This repo is 🟢 UptimeRobot's single source of truth for ✨ AI native integrations. 24 Codex, OpenCode 1 3,110 tok
beihaizzz/labmate.skill A skill that helps university students write lab reports 24 Codex, OpenCode 1 2,687 tok
jyjeanne/crustly A blazingly fast, privacy first (work with local LLMs), memory-efficient terminal-based AI 24 Claude Code, Codex, GitHub Copilot, OpenCode 3 3,137 tok
swm-gpu/swm swmgpu.com One CLI to search, provision, and manage cloud GPUs across 10 providers 24 Claude Code, Codex 1
metalagman/agent-skills Agent Skills. A collection of specialized expertise, workflows, and resources for LLM agen 24 Codex, OpenCode 1 441 tok
tomdwipo/claude-soul Operating Soul for AI coding agents that captures how to think, not just rules — principle 24 Claude Code, Codex, OpenCode 61 4,237 tok
r5rana/agentware Framework that makes your LLM self-aware, loops with self-learning and persistent memory t 24 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 34 4,731 tok
abboskhonov/tasteui tasteui.dev 24 Claude Code, Codex, OpenCode 3 1,458 tok
gvkhosla/pi-tinker npmjs.com Fine-tune open-source models with Tinker from inside Pi — managed improve loops, data prep 24 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 1,540 tok
tpmjs/tpmjs tpmjs.com Tool Package Manager for AI Agents 24 Claude Code, Codex, OpenCode 17 6,626 tok
ikeisuke/ai-dlc-starter-kit AI-DLC starter kit 24 Claude Code, Codex, OpenCode 4 3,435 tok
home-operations/yayamlls YAML language server in Go. Schema-driven diagnostics, completion, hover; pluggable render 24 Claude Code, Codex, OpenCode 2 2,996 tok
VilnaCRM-Org/php-service-template Microservice template for modern PHP applications 24 Claude Code, Codex, OpenCode 2 839 tok
Second-Order-Systems/Dystil 2os.ai 24 Claude Code, Codex, OpenCode 2 2,074 tok
gelatinousdevelopment/buildermark buildermark.dev How much of your code is written by agents? 24 Claude Code, Codex, OpenCode 2 145 tok
myrtlepn/gran-maestro 24 Claude Code, Codex, OpenCode 2 6,206 tok
BuildrAI/Buildr Buildr is the work infrastructure for Agents. It turns the facts and methods of individual 24 Codex, OpenCode 1 2,149 tok
synapseq-foundation/synapseq synapseq.org SynapSeq - Text-Driven Audio Sequencer for Brainwave Entrainment 24 Codex, OpenCode 4 1,808 tok
pomazanbohdan/memory-mcp-1file 24 Claude Code, Codex, OpenCode 24 7,991 tok
DryRainEnt/Greeum 24 Claude Code, Codex, OpenCode 2 4,685 tok
zvadaadam/deus-machine deusmachine.ai Your machine for building software 24 Claude Code, Codex, OpenCode 2 3,051 tok
christiananagnostou/skillbox Local-first, agent-agnostic skills manager. 24 Codex, OpenCode 1 777 tok
CiferaTeam/GitIM gitim.io GitIM is a minimalist collaboration tool where the AI agents you already run locally are f 24 Claude Code, Codex, OpenCode 2 11,508 tok
strvcom/flutter-template 24 Claude Code, Codex, OpenCode 44 1,835 tok
bitovi/superconnect AI-powered code generation tool that writes your Figma Code Connect mappings for you 24 Codex, OpenCode 1 231 tok
SnapdragonPartners/maestro The Maestro App Factory: a highly-opinionated multi-agent orchestration tool for app devel 24 Claude Code, Codex, GitHub Copilot, OpenCode 3 4,816 tok
KathanModh259/latent-gate pypi.org VL-JEPA inspired pipeline — compress images/text locally via Ollama, send compact payload 24 Claude Code, Codex 1
vibesolve/vibesolve vibesolve.ai Convert plain-English problem description into a Timefold solver prototype 24 Claude Code, Codex, OpenCode 2 7,131 tok
donnfelker/claw-llm-router A local only LLM router for OpenClaw 24 Claude Code, Codex, OpenCode 2 1,464 tok
ghostwriternr/sandbox-mcp Remote MCP to run OpenCode on Sandboxes 24 Codex, OpenCode 1 2,235 tok
OpenKnots/okcode ok.codes Chat with OpenClaw, Codex, Claude, and Copilot (soon) in a modern web UI. Git worktree iso 24 Claude Code, Codex, OpenCode 5 655 tok
agentpilled/ClipBrain agentpilled.github.io Your AI never starts from zero. Capture everything you read with Cmd+Shift+S. 24 Claude Code, Codex, OpenCode 2 3,486 tok
avirajkhare00/yoyo avirajkhare00.github.io yoyo is a local MCP server for repository reading and change work. It exists to make codin 24 Claude Code, Codex, OpenCode 2 2,443 tok
delightful-ai/beads-rs A distributed work-item database for agent swarms, using git as the sync layer 24 Claude Code, Codex, OpenCode 6 3,637 tok
bensyverson/jobs An agent-first CLI-based hierarchical task manager backed by SQLite 24 Claude Code, Codex, OpenCode 2 4,464 tok
felesh-ai/arshai 24 Claude Code, Codex, OpenCode 2 4,966 tok
bitovi/cascade-mcp cascade.bitovi.com MCP tools that help software teams. Integrates Figma and Jira. 24 Claude Code, Codex, GitHub Copilot 12 3,769 tok
dsebastien/obsidian-transcriber dsebastien.github.io Transcriber converts images in your Obsidian vault to Markdown using Ollama vision models 24 Claude Code, Codex, OpenCode 3 8,001 tok
arthurzhuhan/one-person-capital **OnePersonCapital** is an orchestration and governance layer for autonomous AI companies. 24 Claude Code, Codex, OpenCode 5 877 tok
qauth-labs/qauth qauth.dev Post-quantum ready, headless-first identity platform. A developer-friendly alternative to 24 Claude Code, Codex, OpenCode 30 1,673 tok
wangqiqi/trae-ai One command, 20 AI experts working for you! Copy and use · zero configuration · 20 AI expe 24 Claude Code, Codex 5
celesnity/Embinder celesnity.com Embinder makes the agent a resident of the app. Turn every traditional platform to AI-nati 24 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,247 tok
DanMcInerney/mma-ai 24 Claude Code, Codex, OpenCode 2 5,337 tok
JVB-Consulting/kerndx docs.jvb-consulting.io A complete Salesforce Apex + LWC framework and library suite — SOQL builder, DML wrapper, 24 Codex, OpenCode 1 1,154 tok
b1rdmania/legalise legalise.dev Open-source governance infrastructure for AI-assisted legal work 24 Codex, OpenCode 1 6,083 tok
badbread/crumbvms crumbvms.com A self-hosted, operator-grade NVR for your own security cameras: recording, motion, licens 24 Claude Code, Codex, OpenCode 2 2,361 tok
sinaptia/detritus 24 Codex, OpenCode 1 263 tok
ritheshh-cmyk/claudecode About Use claude code and codex for free in the terminal, VSCode extension, and discord li 24 Claude Code, Codex, OpenCode 2 3,583 tok
elev8tion/zeroclaw Zero overhead. Zero compromise. 100% Rust. Autonomous agent runtime. 24 Claude Code, Codex, OpenCode 2 9,431 tok
geograms/geogram Run geogram on Linux, Android, Windows, OSX, iOS and Web 24 Claude Code, Codex, OpenCode 2 1,924 tok