How real projects configure their agents

32,116 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 agents7,521Claude Code6,606Data and AI3,688Backend and APIs3,494Languages3,401Planning3,209Git and workflow3,151Code review2,736Memory and context2,361Testing2,351DevOps and cloud2,300Writing and docs2,296Research2,295Frontend2,250Security2,004Productivity1,709

All Claude Code32,116 Codex23,280 OpenCode22,053 GitHub Copilot3,543 Gemini CLI1,915 Cursor1,736 Windsurf119 Kiro77

Project Stars Configures Files Always loaded
cyberchitta/llm-context.py cyberchitta.cc Share code with LLMs via Model Context Protocol or clipboard. Rule-based customization ena 306 Claude Code 1 582 tok
iamzhihuix/happy-claude-skills 306 Claude Code, Codex, OpenCode 2 948 tok
safety-research/automated-w2s-research 306 Claude Code 5
pollen-robotics/reachy_mini_conversation_app Talk with Reachy Mini! 306 Claude Code, Codex, OpenCode 2 2,726 tok
FradSer/mcp-server-mas-sequential-thinking An advanced sequential thinking process using a Multi-Agent System (MAS) built with the Ag 305 Claude Code 1 1,388 tok
minmaxflow/mini-kode An educational AI coding agent CLI 305 Claude Code, Codex, OpenCode 2 634 tok
streamthoughts/jikkou jikkou.io The Open source Resource as Code framework for Apache Kafka. Jikkou helps you implement Gi 305 Claude Code, Codex, OpenCode 2 2,164 tok
almeidazs/better-drizzle better-drizzle.com ORM, but better 305 Claude Code, Codex, Gemini CLI, OpenCode 3 5,523 tok
Koomook/data-go-mcp-servers Korea public data portal (data.go.kr) API MCP servers 305 Claude Code 2 1,926 tok
blockscout/frontend eth.blockscout.com Front-end application for Blockscout chain explorer 305 Claude Code, Codex 27
Prorise-cool/Claude-Code-Multi-Agent A next-generation AI programming assistant ecosystem driven by Claude-Code-Multi-Agent. A 304 Claude Code 10 1,622 tok
mathomhaus/guild Shared context, memory, and task coordination across AI coding agents. Single Go binary, l 304 Claude Code, Codex, OpenCode 2 701 tok
vivy-company/aizen aizen.win Bring order to your projects, environments, and day-to-day work. 304 Claude Code, Codex, OpenCode 2 2,191 tok
lqs/retrotick retrotick.com 💾 Run .exe in browser — x86/ARM emulator with reimplemented Win32/WinCE/Win16/DOS APIs in 304 Claude Code 1 3,091 tok
0xNyk/lacp nyk.dev Local-first policy, evidence, memory, and recovery controls for Claude, Codex, Hermes, and 304 Claude Code, Codex, OpenCode 2 5,478 tok
termly-dev/termly-cli termly.dev Mobile companion for Claude Code, Gemini CLI & OpenCode. Encrypted, remote 304 Claude Code 1 3,437 tok
AnttiHero/lavern lavern.ai An agentic law firm. Yours. 67 specialist AI agents that review documents through evidence 304 Claude Code 1 3,358 tok
useagenthq/useagent useagent.org The open-source AI coworker for your team: agents with their own cloud computer, your tool 304 Claude Code, Codex, OpenCode 2 1,158 tok
n9e/fe Nightingale frontend 304 Claude Code, Codex, GitHub Copilot, OpenCode 10 3,384 tok
Homebrew/BrewUI 📺 Homebrew's official macOS GUI 303 Claude Code, Codex, Cursor, OpenCode 5 3,056 tok
millionco/debug-agent debug-agent.com Debugging skill for AI agents 303 Claude Code, Codex, OpenCode 2 544 tok
JaredStewart/coderlm Tree-sitter-powered code indexing server that gives LLM agents precise, on-demand access t 303 Claude Code 1 1,481 tok
AliAkhtari78/SpotifyScraper spotifyscraper.readthedocs.io Extract public Spotify data — tracks, albums, artists, playlists, podcasts & lyrics — with 303 Claude Code 13 862 tok
clay-good/OpenLore npmjs.com Deterministic, local-first memory and guardrails for AI coding agents with no LLM in the h 303 Claude Code, Codex, OpenCode 3 9,179 tok
ognjengt/founder-skills Claude skills for founders 303 Claude Code 1 1,467 tok
hassancs91/claude-youtube-editor learnwithhasan.com Record the talking head, Claude Code does the rest: the cut, the visuals, the voice, the s 303 Claude Code 1 1,783 tok
royerlab/napari-chatgpt A napari plugin to process and analyse images with chatGPT! 302 Claude Code 1 1,077 tok
apache/camel-quarkus camel.apache.org Apache Camel Quarkus 302 Claude Code, Codex, OpenCode 2 3,346 tok
yuqie6/ProductFlow draw.devbin.de gpt-image-2 image-generation workbench / Self-hosted workbench for AI copy, posters, image 302 Claude Code, Codex, OpenCode 22 1,190 tok
quadrismegistus/prosodic quadrismegistus.github.io Prosodic: a metrical-phonological parser, written in Python. For English and Finnish, with 302 Claude Code 2 11,617 tok
dannysmith/tauri-template A production-ready template for building modern desktop applications with Tauri v2, React 302 Claude Code, Codex, OpenCode 2 1,275 tok
sleuth-io/sx sleuth-io.github.io Skill sharing made easy 302 Claude Code 1 736 tok
TornLux/UnrealBridge Typed control surface for Unreal Engine that lets AI agents introspect assets, author Blue 302 Claude Code 2 3,525 tok
Sisyphe42/ReignsAgent reigns-agent-creator-web.vercel.app Creator, simulation reviewer, and portable player toolchain for binary-choice card narrati 302 Claude Code, Codex, Cursor, OpenCode 24 2,277 tok
kyleturman/home-dashboard A home weather dashboard for e-ink displays 301 Claude Code, Codex, OpenCode 2 1,008 tok
RunanywhereAI/on-device-browser-agent On-device AI browser automation using WebLLM. No cloud, no API keys, fully private. 301 Claude Code, Codex, OpenCode 2 2,697 tok
AtomFlow-AI/MoleCode arxiv.org Molecode presents molecules as code and enables LLMs to operate and reason on chemistry di 301 Claude Code, Codex, OpenCode 2 847 tok
ucsandman/DashClaw dashclaw.io Remote approvals, policy checks, and execution evidence for unattended AI agents. 301 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 30 10,148 tok
jaytel0/taste taste.jaytel.com Taste skill creation pipeline 301 Claude Code, Codex, OpenCode 2 734 tok
hypothesi/mcp-server-tauri hypothesi.github.io A Model Context Protocol (MCP) server and plugin for Tauri v2 development 301 Claude Code, Codex, Gemini CLI, OpenCode 2 2,500 tok
Othmane-Khadri/YALC-the-GTM-operating-system yalc.ai YALC 1.0, the open-source Clay alternative. MIT, CLI-first, self-hosted, runs in Claude Co 301 Claude Code 63 2,646 tok
jchultarsky/mirador crates.io An opinionated personal dashboard for your terminal — world clocks, calendar and agenda, w 301 Claude Code 1 35,105 tok
AaravKashyap12/advise-project-approach A portable project-planning skill for Codex, Claude Code, pi, Hermes, and Agent Skills-com 301 Claude Code, Codex, OpenCode 2 961 tok
gendigitalinc/sage ai.gendigital.com Lightweight Agent Detection & Response (ADR) layer for AI agents — guards commands, files, 301 Claude Code 1 2,840 tok
lbx154/Argus A self-evolving multi-agent system for autonomous research, operating 24/7 to explore, lea 300 Claude Code, Codex, GitHub Copilot 2 616 tok
semgrep/skills semgrep.dev A collection of skills for AI coding agents from Semgrep 300 Claude Code, Codex, OpenCode 2 1,020 tok
kenzok8/openwrt-clashoo A simple, stable, out-of-the-box LuCI proxy application based on mihomo and sing-box 300 Claude Code, Codex 1
niaka3dayo/agent-skills-vrc-udon Skills, rules, and validation hooks that teach AI coding agents to generate correct UdonSh 300 Claude Code 4 3,415 tok
jin-bo/agentao An Eastern-philosophy-inspired CLI agent harness for personal research and data analysis a 300 Claude Code 1 10,302 tok
coleam00/remote-mcp-server-with-auth Template for a remote MCP server with GitHub OAuth - following best practices for building 299 Claude Code 1 5,279 tok