How real projects configure their agents

23,307 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
frap129/opencode-rules An opencode plugin to dynamically inject rules into context, like cursor 113 Codex, OpenCode 1 1,199 tok
RobertoMachorro/Moped roberto.machorro.net A general purpose text editor, small and light. 113 Claude Code, Codex, OpenCode 3 291 tok
AgentSystemLabs/nebula 112 Claude Code, Codex 2
asmyshlyaev177/test-proxy-recorder test-proxy-recorder.dev Record & replay API responses for Playwright E2E tests — SSR proxy + browser HAR + WebSock 112 Claude Code, Codex, OpenCode 3 3,399 tok
memgraph/ai-toolkit Toolkit for building AI-driven graph apps on Memgraph, with LangChain, MCP, and agent impl 112 Codex, OpenCode 1 2,637 tok
alpic-ai/apps-sdk-template alpic.ai A minimalist Typescript ChatGPT App based on the Skybridge framework 112 Claude Code, Codex, OpenCode 2 32 tok
dougcalobrisi/erm doug.sh Local CLI that strips disfluencies (um, uh, er, erm, ah, hmm, mhm, mm, uh-huh, etc) from r 112 Codex, OpenCode 1 1,174 tok
droidconKE/droidconKeKotlin dcke 112 Claude Code, Codex, OpenCode 2 3,695 tok
deweyjose/graphqlcodegen Maven port of the Netflix Gradle code generation plugin for graphql. https://github.com/Ne 112 Codex, OpenCode 1 2,818 tok
upstash/botstreet botstreet.vercel.app Agent Trading Arena --- Three AI agents. $100k each. Real market prices. Who wins? 112 Claude Code, Codex, OpenCode 3 690 tok
LeXwDeX/OpenCode-GraphAgent Extends the Hooks API, Directed Acyclic Graph Agent Execution Engine. This project is self 112 Claude Code, Codex, OpenCode 12 1,765 tok
Idov31/EtwSuite Windows native ETW inspection suite for browsing providers, reading metadata, consuming li 112 Codex, OpenCode 1 1,026 tok
ilia-pluzhnikov/claude-code-statusline A feature-rich, dependency-free Node.js statusline for Claude Code with model, task, git s 112 Claude Code, Codex, Gemini CLI, OpenCode 3 3,265 tok
codejunkie99/Gateflow-Plugin AI-powered SystemVerilog development assistant — design, verify, debug, and deliver workin 112 Claude Code, Codex, OpenCode 2 3,656 tok
yschimke/compose-ai-tools yschimke.github.io Helping the Agents Compose the Things 112 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 6 4,015 tok
apollographql/skills skills.sh Apollo GraphQL Agent Skills 112 Claude Code, Codex, GitHub Copilot, OpenCode 5 10,886 tok
stakwork/stakgraph A source code parser using treesitter, LSP, and neo4j, powering software knowledge graphs 112 Codex, OpenCode 1 202 tok
ricneves-ai/flowgrammers-skills flowgrammers.com.br Flowgrammers Skills - Enteprise Skills 112 Claude Code, Codex 5 1,722 tok
itseffi/agentic-os Agentic personal OS to automate high-leverage workflows with Codex, Claude Code, Pi, OpenC 112 Claude Code, Codex, OpenCode 2 2,670 tok
Mte90/linus-torvalds-skill Distilled Code Reviewer skills/soul from 32k~ email from the kernel newsletter 112 Codex, OpenCode 1 1,070 tok
alex35mil/pi.nvim Neovim interface for pi 112 Claude Code, Codex, OpenCode 2 1,564 tok
AtlasOmnia/donna-starter Donna — a starter Hermes Agent profile: opinionated persona, 73 curated skills, guided fir 112 Codex, OpenCode 1 441 tok
mblode/agent-skills blode.co Nobody ships AI slop on purpose. These skills make sure you don’t. 112 Claude Code, Codex, OpenCode 2 1,030 tok
GML-MMGroup/ClipTalk ClipTalk — An AI agent that edits videos through conversation. Just say it, it's edited. C 112 Claude Code, Codex, Gemini CLI, OpenCode 3 1,193 tok
xiajiajun516/dsh-config-manager DeepSeek Harness (DSH) backup & restore plugin — export, import, migrate and sync your com 112 Codex, OpenCode 1 6,089 tok
buildonspark/spark The Spark Bitcoin layer 2 protocol 112 Claude Code, Codex, Gemini CLI, OpenCode 31 3,168 tok
BYK/loreai withlore.ai Your AI never starts over. Lore keeps sessions coherent for days and millions of tokens — 111 Codex, OpenCode 1 2,412 tok
prime-radiant-inc/sprout Experimental self-improving multi-agent coding system: a root agent recursively decomposes 111 Codex, OpenCode 1 707 tok
muratgur/ordinus Your local-first command center for working with AI agents like a real team. 111 Claude Code, Codex, OpenCode 13 1,112 tok
guillaumegay13/fieldflow fieldflow.dev 111 Codex, OpenCode 2 760 tok
patsnap/mcp patsnap.com MCP server for 200M+ patents, scientific literature, chemistry and pharma records. Search 111 Codex 1
sillsdev/FieldWorks software.sil.org FieldWorks is a suite of software tools for language and cultural data, with support for c 111 Claude Code, Codex, GitHub Copilot, OpenCode 96 21,107 tok
vintasoftware/django-ai-boost A MCP server for Django applications, inspired by Laravel Boost. 111 Codex, OpenCode 1 1,429 tok
boussadjra/vuestrata vuestrata.vercel.app A modern, production-ready Vue 3 template with multi-theme support, Reka UI wrappers, and 111 Claude Code, Codex, GitHub Copilot, OpenCode 5 5,344 tok
callstackincubator/evals rn-evals.vercel.app A benchmark suite for evaluating how coding models solve real React Native tasks. 111 Codex, OpenCode 1 1,309 tok
JetSprow/J-Board JetSprow's Board for 3X-UI 111 Codex, OpenCode 1 669 tok
Sikao-Engine/KimiX The next-gen lightweight coding agent cli 111 Claude Code, Codex, OpenCode 7 665 tok
JiayuXu0/ZipAgent Lightweight AI Agent framework. Build your AI assistant in 5 minutes. 111 Claude Code, Codex, OpenCode 2 2,901 tok
appclawhq/AppClaw appclaw.in AI-powered mobile automation agent — describe what you want in plain English, AppClaw read 111 Claude Code, Codex 6 5,726 tok
manager-dot-dev/manager-skills Skills for engineering managers 111 Codex, OpenCode 1 324 tok
mr-daedalium/ostack-saas ostack — AI-powered engineering team for Claude Code. Fork of gstack by Garry Tan. 111 Claude Code, Codex, OpenCode 2 4,397 tok
livekit-examples/agent-starter-node docs.livekit.io A complete voice AI starter app for LiveKit Agents with Node.js 111 Claude Code, Codex, Gemini CLI, OpenCode 3 1,230 tok
daveebbelaar/document-copilot 111 Codex, OpenCode 1 743 tok
tridz-dev/huf huf.ai Open-source, self-hosted multi-agent AI infrastructure for teams and apps with support for 111 Claude Code, Codex, OpenCode 2 36,754 tok
Insajin/autopus-adk Autopus-ADK is of the agents, by the agents. for the agents. Multi-model orchestration (co 111 Claude Code, Codex, Gemini CLI, OpenCode 3 3,368 tok
daniel-p-green/nbj-write-clearly A clear-writing agent skill grounded in the Google Developer Documentation Style Guide. 111 Codex, OpenCode 2 99 tok
orziz/odai AI agent general-purpose task governance framework: align goals with facts, plan and orche 111 Codex, OpenCode 1 1,899 tok
TidyFactor/Styler tidyfactor.com Production-Stage Visual Design & In-Codebase UI Engineering Suite 111 Codex, OpenCode 1 93 tok
jiabaobei/memory-bridge MemoryBridge — a cross-device, cross-platform shared memory layer for AI | Cross-device an 111 Codex, OpenCode 1 421 tok
HorusGoul/eslint-plugin-react-render-types ESLint plugin that brings Flow's Render Types to TypeScript via JSDoc. Enforce component c 111 Claude Code, Codex, OpenCode 5 1,242 tok