How real projects configure their agents

22,036 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 agents7,510Claude Code6,601Data and AI3,691Backend and APIs3,489Languages3,402Planning3,208Git and workflow3,142Code review2,734Memory and context2,361Testing2,349DevOps and cloud2,296Research2,292Writing and docs2,291Frontend2,248Security2,004Productivity1,708

All Claude Code32,107 Codex23,261 OpenCode22,036 GitHub Copilot3,542 Gemini CLI1,912 Cursor1,737 Windsurf119 Kiro77

Project Stars Configures Files Always loaded
allenhutchison/obsidian-gemini allenhutchison.github.io An obsidian plugin to interact with Google Gemini 524 Claude Code, Codex, Gemini CLI, OpenCode 11 7,929 tok
ex-machina-co/opencode-anthropic-auth 524 Codex, OpenCode 1 132 tok
davidondrej/jailbreak-autoresearch We shall set the models free. 523 Codex, OpenCode 1 239 tok
nirholas/XActions xactions.app ⚡ The Complete X/Twitter Automation Toolkit — Scrapers, MCP server for AI agents (Claude/G 523 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 11 8,439 tok
nodetool-ai/nodetool nodetool.ai Agent-first Creative Workspace 520 Claude Code, Codex, GitHub Copilot, OpenCode 51 12,152 tok
esbmc/esbmc esbmc.org The efficient SMT-based context-bounded model checker (ESBMC) 519 Claude Code, Codex, GitHub Copilot, OpenCode 5 8,979 tok
krrishnarraj/clpeak krrishnarraj.github.io A synthetic micro-benchmark that measures peak compute, bandwidth, and matrix throughput o 519 Codex, OpenCode 1 1,942 tok
vincentkoc/tokenjuice 🧃 Token weight loss. Lean output compaction for terminal-heavy agent workflows. Works as 519 Codex, OpenCode 2 1,460 tok
dhanji/g3 experiments in goose 518 Codex, OpenCode 1 963 tok
meleantonio/ChernyCode 517 Claude Code, Codex, Cursor, OpenCode 10 1,022 tok
Cranot/roam-code roam-code.com Local codebase intelligence CLI + MCP server for AI coding agents: SQLite code graph, 28 l 517 Codex, OpenCode 1 14,948 tok
mco-org/mco CLI-first orchestration for AI coding agents: run selected agents and models in parallel, 515 Claude Code, Codex, OpenCode 2 5,782 tok
ansys/pymapdl mapdl.docs.pyansys.com A Python client library for Ansys MAPDL 514 Claude Code, Codex, GitHub Copilot, OpenCode 7 2,068 tok
rsmdt/the-startup r16t.com The Agentic Startup - A collection of Claude Code commands, skills, and agents. 514 Claude Code, Codex, OpenCode 2 1,940 tok
KubeezMedia/kubeez-scroll-world-video kubeezmedia.github.io Scroll-scrubbed 'fly through the world' burger demo, generated with Kubeez. Live: meepcast 513 Codex, OpenCode 1 529 tok
paulrobello/claude-office Real-time pixel art office simulation that visualizes Claude Code operations 513 Claude Code, Codex, OpenCode 5 742 tok
joelhooks/opencode-config Personal OpenCode configuration - commands, tools, agents, knowledge 512 Claude Code, Codex, OpenCode 2 1,137 tok
mycrl/turn-rs mycrl.github.io A pure rust implemented turn server. 512 Codex, OpenCode 1 3,098 tok
firstintent/ccteam ccteam turns the coding agents you already run (Claude Code, Codex, Grok, DeepSeek Harness 512 Claude Code, Codex, OpenCode 3 7,466 tok
msitarzewski/agency-agents-app agencyagents.app Agency Agents is a small, native app for browsing, installing, and tracking the agent pers 511 Claude Code, Codex, OpenCode 2 8,527 tok
JustinBeckwith/retry-axios 🦖 A super flexible interceptor for Axios that makes it easy to retry requests. 511 Codex, Gemini CLI, OpenCode 2 2,313 tok
antgroup/vsag vsag.io vsag is a vector indexing library used for similarity search. 510 Claude Code, Codex, GitHub Copilot, OpenCode 4 1,446 tok
oculus-samples/Unity-PassthroughCameraApiSamples A Sample Project for Passthrough Camera API in Unity. 509 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 6 1,028 tok
Th0rgal/sandboxed.sh sandboxed.sh Safe runtime for autonomous on-chain AI agents: isolated sandboxes, Library skills, encryp 509 Claude Code, OpenCode 2
zai-org/Synapse synapse-zai-org.vercel.app Self-hosted AI workspace with shareable AI teammates, shared conversations, memory, and go 508 Claude Code, Codex, OpenCode 17 5,342 tok
spinspire/pocketbase-sveltekit-starter a starter project to build a SvelteKit frontend with PocketBase backend 507 Codex, OpenCode 1 1,410 tok
tony1223/better-agent-terminal Multi-workspace terminal aggregator with Claude Code AI integration 507 Claude Code, Codex, OpenCode 3 2,289 tok
gnh1201/welsonjs welson.js.org WelsonJS - Build apps with the Windows built-in JavaScript engine 507 Codex, OpenCode 1 3,535 tok
aqm857886159/Nomi nomiaqm.com Open-source AI video workbench. Bring any model or your local ComfyUI, and let Claude Code 507 Claude Code, Codex, OpenCode 10 14,264 tok
QuintinShaw/pi-dynamic-workflows quintinshaw.github.io Claude Code–style dynamic workflows for Pi: code-mode subagents with real model routing, j 507 Codex, OpenCode 1 138 tok
HarryYangthu/MARS-Multi-Agent-Research-System 507 Claude Code, Codex, OpenCode 2 4,533 tok
adshao/flounder flounders.xyz Autonomous white-hat security auditor for AI-driven code review, bug bounty research, expl 507 Codex, OpenCode 1 6,332 tok
duckbugio/flock roost.duckbug.io Autonomous AI dev-team bot 506 Claude Code, Codex, Gemini CLI, OpenCode 4 393 tok
WILLOSCAR/research-units-pipeline-skills Research pipelines as semantic execution units: each skill declares inputs/outputs, accept 506 Codex, OpenCode 1 423 tok
iannuttall/seo seoskill.dev The only SEO skill your agent needs. 70+ SEO audit tools through a local CLI and MCP serve 506 Claude Code, Codex, OpenCode 2 5,133 tok
VikashLoomba/copilot-mcp discord.gg A VSCode extension that lets you find and install Agent Skills and MCP Apps to use with Gi 505 Claude Code, Codex, OpenCode 2 4,006 tok
iusztinpaul/designing-real-world-ai-agents-workshop academy.towardsai.net Hands-on workshop: Build a multi-agent AI system from scratch — Deep Research Agent + Writ 505 Claude Code, Codex, OpenCode 24 843 tok
avibe-bot/avibe avibe.bot The local-first Agent OS — your AI partner lives on your own machine. Drive the official C 505 Claude Code, Codex, OpenCode 4 4,201 tok
ianlkl11234s/mini-taiwan-pulse 505 Claude Code, Codex, OpenCode 16 2,176 tok
epam/ai-dial-chat chat.dialx.ai A default UI for AI DIAL 504 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 50 4,341 tok
solana-foundation/solana-com solana.com The solana.com website. 504 Claude Code, Codex, OpenCode 2 2,679 tok
pilinux/gorest Go RESTful API starter kit with Gin, JWT, GORM (MySQL, PostgreSQL, SQLite), Redis, Mongo, 504 Claude Code, Codex, OpenCode 2 6,273 tok
leonardomso/rust-skills A collection of 265 rules across 26 categories that AI coding agents can use to write id 504 Claude Code, Codex, OpenCode 2 6 tok
PV-Bhat/vibe-check-mcp-server pruthvibhat.com Vibe Check is a tool that provides mentor-like feedback to AI Agents, preventing tunnel-vi 502 Codex, OpenCode 1 420 tok
istvan-ujjmeszaros/touchspin Touch-friendly numeric spinner for React, Tailwind, and vanilla JavaScript 501 Claude Code, Codex, OpenCode 3 3,373 tok
Piebald-AI/gemini-cli-desktop Web/desktop UI for Gemini CLI/Qwen Code. Manage projects, switch between tools, search ac 501 Claude Code, Codex, OpenCode 2 8,634 tok
Kohaku-Lab/KohakuTerrarium terrarium.kohaku-lab.org KohakuTerrarium is a general-purpose AI agent framework and batteries-included app for bui 500 Claude Code, Codex, OpenCode 2 17,134 tok
kwakseongjae/oh-my-design oh-my-design.kr Give your AI coding agent a design system. One command installs 400+ quality-graded compan 500 Claude Code, Codex, OpenCode 66 2,716 tok
me2resh/apexyard apexyard.ai Your AI engineering org, governed. Ship agent-built code safely to production. 498 Claude Code, Codex, OpenCode 7 12,305 tok
deonmenezes/mantishack mantishack.com Mantis Hack 498 Codex, OpenCode 25 5,183 tok