How real projects configure their agents

22,053 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
AtlasOmnia/donna-starter Donna — a starter Hermes Agent profile: opinionated persona, 73 curated skills, guided fir 112 Codex, OpenCode 1 441 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
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
Inakitajes/convoy Convoy is a higher-level orchestration harness for OpenCode that turns a PRD into a struct 111 Claude Code, OpenCode 12
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
yschimke/compose-ai-tools yschimke.github.io Helping the Agents Compose the Things 111 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 6 3,489 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
Pandlagon/IELTS-Studio An IELTS English mock exam website that uses AI to convert PDF or Word exam papers into in 111 Claude Code, Codex, OpenCode 2 3,220 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
alex35mil/pi.nvim Neovim interface for pi 111 Claude Code, Codex, OpenCode 2 1,564 tok
TidyFactor/Styler tidyfactor.com Production-Stage Visual Design & In-Codebase UI Engineering Suite 111 Codex, OpenCode 1 93 tok
xiajiajun516/dsh-config-manager DeepSeek Harness (DSH) backup & restore plugin — export, import, migrate and sync your com 111 Codex, OpenCode 1 5,055 tok
buildonspark/spark The Spark Bitcoin layer 2 protocol 111 Claude Code, Codex, Gemini CLI, OpenCode 31 3,168 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
assafkip/kipi-system Your AI brain, externalized. It remembers everything you do, then becomes whatever role yo 110 Claude Code, Codex, OpenCode 14 1,648 tok
whut09/opencode-plusplus OpenCode++: a Coding Agent Reliability Harness for OpenCode, adding context, edit boundari 110 Codex, OpenCode 1 1,250 tok
jacob-bd/universal-skills-manager 110 Claude Code, Codex, OpenCode 2 8,102 tok
deuslirio/UFGTeX-Presentation overleaf.com A Modern LaTeX Template to presentations, with different layouts and support to AI assista 110 Claude Code, Codex, OpenCode 2 3,969 tok
agentcompanies/agentcompanies 110 Codex, OpenCode 1 245 tok
dbinky/Pommel 110 Claude Code, Codex, OpenCode 2 2,894 tok
webjsdev/webjs webjs.dev WebJs is an AI-first full-stack JavaScript web components framework. You get production-re 110 Claude Code, Codex, OpenCode 18 29,698 tok
Mohit-Patil/clawdex-mobile getclawdex.com Control Codex from your phone 110 Codex, OpenCode 1 2,662 tok
bobbylkchao/ai-phone-agent AI Phone Agent: A starter kit to build AI agents that answer real phone calls and talk to 110 Claude Code, Codex, OpenCode 3 833 tok
legioncodeinc/honeycomb theapiary.sh AI coding agents forget. They forget across sessions, and they forget across tools. A deci 110 Codex, OpenCode 1 2,094 tok
robertoshimizu/session-graph Turn your scattered AI coding sessions into a queryable knowledge graph. Multi-platform (C 110 Claude Code, Codex, OpenCode 3 5,124 tok
luochang212/skill-zoo luochang.ink All-in-One Desktop Agent Skills Utility. Welcome to the Skill Zoo, where all your skills l 110 Claude Code, Codex, OpenCode 2 1,961 tok
moonrunnerkc/swarm-orchestrator A coding agent whose claims about its own work resolve to machine-captured evidence: an ap 110 Claude Code, Codex, OpenCode 2 10,496 tok
akemmanuel/OpenGUI opengui.io Open-source desktop and web coding agent with a first-party host and harness, durable sess 110 Codex, OpenCode 1 661 tok
zentinelproxy/zentinel zentinelproxy.io A security-first reverse proxy built to guard the free web. 110 Codex, OpenCode 1 2,253 tok
catoncat/notion-local-ops-mcp Use Notion AI with your local files, shell, and fallback local agents. 110 Claude Code, Codex, OpenCode 3 1,233 tok
neo4j-contrib/neo4j-skills neo4j.com Neo4j Skills for Coding and other Agents including Cypher 110 Codex, OpenCode 1 4,196 tok
mblode/agent-skills blode.co Skills for shipping better software. 110 Claude Code, Codex, OpenCode 2 1,030 tok
Gingiris-1031/Competitor-analysis-tool analook.com AI competitor analysis backend powering analook.com. Generates competitor teardowns from a 110 Claude Code, Codex, OpenCode 2 772 tok
baihejiangnan/deepseek-harness-desktop DeepSeek Harness three-platform-compatible desktop launcher: fully isolated multiple insta 110 Codex, OpenCode 1 7,313 tok
Seekers2001/docs-governance A documentation-driven development governance plugin for Claude Code, Codex, and ChatGPT: 110 Claude Code, Codex, OpenCode 2 554 tok
gmickel/gno gno.sh Local AI-powered document search and editing with first-in-class hybrid retrieval, LLM ans 109 Claude Code, Codex, OpenCode 10 7,390 tok