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
vincentkoc/dotskills 🐙 A curated set of Codex and OpenClaw skills for workflow automation, technical debugging 102 Codex, OpenCode 1 992 tok
williamfzc/gossiphs "Zero setup" & "Blazingly fast" general code file relationship analysis. With Python & Rus 102 Codex, OpenCode 1 1,153 tok
softwaremill/chimp chimp.softwaremill.com Build type-safe, boilerplate-less MCP servers and clients in Scala 102 Claude Code, Codex, OpenCode 2 347 tok
debs-obrien/playwright-movies-app debs-obrien.github.io Playwright tests for a Movie App 102 Claude Code, Codex, OpenCode 10 891 tok
Toloka/tendem-mcp tendem.ai Home for Human In The Loop Tendem plugin for your agent. 102 Claude Code, Codex, OpenCode 2 1,491 tok
relai-ai/relai-sdk relai.ai A platform for building reliable AI agents 102 Codex, OpenCode 1 609 tok
harukiseller-droid/commerce-agent-bench commerce-agent-bench 102 Claude Code, Codex, OpenCode 10 493 tok
sous-chefs/postfix supermarket.chef.io Development repository for the postfix cookbook 102 Codex, GitHub Copilot, OpenCode 2 1,311 tok
GRBY-NICE/codex-context-memory 102 Codex, OpenCode 1 1,356 tok
av/mi self-extending sandboxed agentic harness. a loop, two tools and an llm 102 Claude Code, Codex, OpenCode 13 2,108 tok
Miles128/StockResearch Multi-agent Stock research platform 102 Codex, OpenCode 1 1,370 tok
Salmonbird/evoui-browser Self-evolving browser automation for Codex, Claude Code, and Cursor—learn reusable site kn 102 Codex, OpenCode 1 1,099 tok
lostvita/AuraPlayer Listening all, Listening freedom! 102 Claude Code, Codex, OpenCode 2 79 tok
hogancv/coordinate-agents hogancv.github.io Coordinate multiple AI coding agents through a local-first, recoverable Agent Bus. 102 Codex, OpenCode 1 1,524 tok
infiniumtek/terraform-review-agent infiniumtek.com Reusable GitHub Action that reviews Terraform PRs for security, cost, and style using a La 102 Claude Code, Codex, OpenCode 2 3,476 tok
thangnqdev/codex-oss-agent-kit 102 Codex, OpenCode 1 541 tok
jszmajda/lid linked-intent.dev Linked-Intent Development - a SDD methodology for agentic coding 102 Claude Code, Codex, OpenCode 2 1,700 tok
cardano-foundation/cardano-org cardano.org Cardano.org is the primary online resource for the Cardano community. 102 Codex, OpenCode 1 1,180 tok
drpwchen/textbook-to-note drpwchen.com Turn your own PDF textbooks into an AI-searchable knowledge base and structured, fully-cit 102 Claude Code, Codex, OpenCode 4 5,120 tok
malloydata/publisher Publisher is the open-source analytics engine for Malloy. It lets you define data models o 102 Claude Code, Codex, OpenCode 3 8,014 tok
sirsjg/flux Ship with less chaos. Flux is a fast, simple Kanban board with MCP integration so your LLM 102 Claude Code, Codex, OpenCode 5 1,143 tok
praneybehl/llm-wiki-plugin praneybehl.github.io Andrej Karpathy's LLM Wiki pattern as a skill & Claude Code plugin — turn accumulated sour 102 Claude Code, Codex, OpenCode 1 213 tok
jyjeanne/okf-rs A fast, open-source Rust toolkit for generating, validating and serving Open Knowledge For 102 Claude Code, Codex, GitHub Copilot, OpenCode 3 434 tok
rubys/roundhouse rubys.github.io Rails as a specification; the deployment target is a build flag 102 Codex, OpenCode 1 1,220 tok
jiushiwon/wg-skills My Good AI SKILLS 102 Claude Code, Codex, OpenCode 2 7,887 tok
wuisabel-gif/MemWhale wuisabel-gif.github.io Persistent, local memory for developers and their coding agents. Records commands, output, 102 Codex, OpenCode 1 718 tok
opgginc/opgg-mcp 102 Codex, OpenCode 1 974 tok
firecrawl/skills 102 Claude Code, Codex, OpenCode 2 361 tok
edbizarro/dotfiles :skull: dotfiles! managed by GNU stow 102 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,926 tok
ash-project/ash_typescript Automatic TypeScript type generation for Ash resources and actions 102 Claude Code, Codex, OpenCode 3 8,698 tok
shuotao/REVIT_MCP_study LEARN HOW TO BUILD UP YOUR REVIT MCP 101 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 79 10,586 tok
fl-sean03/OpenSDL seanflorez.com A modular Python foundation for reproducible computational and autonomous laboratories. Al 101 Claude Code, Codex, OpenCode 13 921 tok
namuh-eng/ralph-to-ralph Autonomous Product Cloning Loop — Give it any URL, it inspects, builds, tests, and deploys 101 Claude Code, Codex, OpenCode 4 2,081 tok
herry2059/project-os-for-codex Open-source control plane for Codex projects: Git-backed context, visible agent progress, 101 Codex, OpenCode 1 656 tok
EBISPOT/ols4 ebi.ac.uk The EMBL-EBI Ontology Lookup Service (OLS) 101 Claude Code, Codex, OpenCode 5 417 tok
innae1121-bit/gsghwp gsghwp 101 Claude Code, Codex, OpenCode 2 6,185 tok
EliasOenal/term-cli Interactive terminals for AI agents, built for what you can't --yes away. SSH+MFA, GRUB/U- 101 Codex, OpenCode 1 4,246 tok
nazarli-shabnam/clevis clevis.org Self-hosted GitHub security dashboard — tracks org security checks (MFA, branch protection 101 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 17 5,410 tok
vvedantb/eva eva.vedantb.com Orchestrate sandboxed agents that run in the cloud while you work 101 Claude Code, Codex, OpenCode 82 1,205 tok
kvker/ai-native-template A template for turning existing projects into AI-native engineering projects. 101 Codex, OpenCode 2 926 tok
secutils-dev/secutils secutils.dev Secutils.dev is an open-source, versatile, yet simple security toolbox for engineers and r 101 Codex, OpenCode 1 20,900 tok
breath57/dingtalk-skills 【Openclaw & Hermes & Enterprise Bots🤖】DingTalk Skill library, including DingTalk docs, kn 101 Codex, OpenCode 1 2,147 tok
agentii-ai/DocMeld agentii.ai Lightweight Doc-to-agent-ready knowledge pipeline. Three-stage Bronze→Silver→Gold architec 101 Claude Code, Codex, OpenCode 2 3,849 tok
insistanan/GPT_Image_Playground A one-stop solution for visually adjusting GPT-Image-2 Image API / Response API parameters 101 Claude Code, Codex, OpenCode 2 3,328 tok
ominiverdi/opencode-chat-bridge Bridge OpenCode, Ferrum, and other ACP-compatible agents to Matrix, Slack, Mattermost, Wha 101 Codex, OpenCode 1 44 tok
railsblueprint/blueprint-mcp blueprint-mcp.railsblueprint.com MCP server for browser automation across Chrome, Firefox, and Safari using real browser pr 101 Claude Code, Codex, OpenCode 2 3,921 tok
Azure-Samples/agent-architecture-review-sample techcommunity.microsoft.com The Architecture Review Agent is an open-source AI agent sample that reviews software arch 101 Codex, OpenCode 1 2,993 tok
wilsonzlin/aero Windows 7 in the browser 101 Codex, OpenCode 1 1,284 tok
0xzr/freellmpool 0xzr.github.io Free LLM gateway: 22 LLM providers, 178 enabled chat routes, 431 cataloged chat models; ke 101 Codex, OpenCode 1 1,200 tok
cz1993/MirrorArc cz1993.github.io Local-first, governed documentation for humans and AI agents—mirror Office, PDF, and GitHu 101 Codex, OpenCode 1 731 tok