How real projects configure their agents

24,815 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 agents8,505Claude Code6,886Git and workflow3,611Data and AI3,580Backend and APIs3,556Languages3,487Planning3,327Code review2,899Testing2,686Writing and docs2,480DevOps and cloud2,479Memory and context2,375Research2,323Frontend2,308Security2,172Project management1,965

All Claude Code32,517 Codex24,815 OpenCode23,733 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,770 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
olgasafonova/nordic-registry-mcp-server MCP server for Nordic company registries (Norway, Denmark, Finland, Sweden) 14 Claude Code, Codex, Cursor, OpenCode 5 2,262 tok
aaif/community-events 14 Claude Code, Codex, OpenCode 2 4,090 tok
zhizhuodemao/ai-reverse-resources Plugin marketplace for AI-assisted reverse engineering across Codex and Claude Code. 14 Codex, OpenCode 1 414 tok
Ferousco-dev/ilana A software engineering process operating system for coding agents. 11 phases, 9 gates, 13 14 Codex, OpenCode 1 1,735 tok
chrischall/ofw-mcp MCP for interacting with Our Family Wizard (OFW) 14 Claude Code, Codex, OpenCode 2 20,279 tok
clivejefferies/mobile-debug-tools Agent plugin and MCP tools to enable agents to interact with mobile devices for mobile app 14 Claude Code, Codex, GitHub Copilot, OpenCode 5 1,364 tok
halochamp/MCP-LinkGPT An MCP bridge that lets Codex directly query ChatGPT through Browser Use. 14 Claude Code, Codex, OpenCode 2 366 tok
Amey-Thakur/AI-SKILLS amey-thakur.github.io Plug-and-play skills and prompts for every AI coding agent 14 Claude Code, Codex, OpenCode 2 1,738 tok
buildinternet/releases releases.sh Open product release note registry, indexed and made for agents. Get recent product change 14 Claude Code, Codex, OpenCode 6 13,477 tok
JordanCoin/codingskills Coding principles for Claude Code and AI agents. KISS, DRY, SOLID, YAGNI, separation of co 14 Claude Code, Codex, OpenCode 2 893 tok
zivtech/accessibility-skills zivtech.github.io AI agent skills for accessibility testing and WCAG 2.2 audits in Claude Code: planner, cri 14 Claude Code, Codex, OpenCode 2 4,799 tok
Justinmendezai/The-Adam-Repo justinmendez.ai Bolt this onto your coding agent and build software 14 Claude Code, Codex, OpenCode 2 2,570 tok
Annihilater/token-stats token-stats.com CLI for tracking AI coding token usage & costs across Claude Code, Codex, Cursor, Gemini, 14 Codex, OpenCode 1 3,374 tok
agno-agi/agentos-docker docs.agno.com AgentOS: Serve agents over API, MCP, and chat interfaces like Slack 14 Claude Code, Codex, OpenCode 10 2,331 tok
vityasyyy/template-skripsi-dike-ugm Template LaTeX untuk Proposal dan Skripsi DIKE UGM. Dilengkapi struktur sesuai pedoman UGM 14 Codex, OpenCode 1 1,892 tok
khmm12/solidjs-v2-skills Agent skills for SolidJS 2.0 — write, migrate, and review solid-js 2.x code without React/ 14 Claude Code, Codex, OpenCode 2 1,822 tok
arfar-x/agent-skills Personal Agentic skills 14 Claude Code, Codex, OpenCode 2 5,536 tok
kaelig/state-of-ai-in-design-systems state-of-ai-in-design-systems.netlify.app A field survey of how 20 open-source design systems make themselves AI-friendly: MCP serve 14 Claude Code, Codex, OpenCode 10 5,437 tok
Shengwang-Community/skills 14 Claude Code, Codex, OpenCode 2 578 tok
izaac/nixos-config Izaac Reproducible Configuration 14 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 1,166 tok
richlander/markout Objects to Structured Logs Serializer (markdown, oneline, TSV, ANSI, tree, ...) 14 Codex, OpenCode 1 1,474 tok
Everyone-Needs-A-Copilot/claude-copilot ineedacopilot.com Transform Claude Code into a full development team. 11 specialized agents (Architect, Engi 14 Claude Code, Codex, OpenCode 82 7,184 tok
Dynokostya/just-works Set of instructions for Claude Code base installation that integrates in any project 14 Claude Code, Codex, OpenCode 30 7,162 tok
NaanyaBiz/haggle AGL Australia smart meter -> Home Assistant Energy dashboard (Claude-generated custom inte 14 Claude Code, Codex, OpenCode 16 31,949 tok
Muxi-X/ccnubox_rn [In use] Huashi Box frontend 14 Codex, OpenCode 1 86 tok
monkey1wizard/Golem-Agents-Legion A cross-provider AI orchestration system built in Rust, running natively across Claude Co 14 Codex, GitHub Copilot, OpenCode 2 3,618 tok
davidcforbes/Beads-Kanban A VSCode extension built on top of steveyegge/Beads that provides a KanBan, Tableview, and 14 Claude Code, Codex, Gemini CLI, OpenCode 3 9,247 tok
jeremy0dell/station A terminal-native control plane for AI-agent worktree sessions. 14 Claude Code, Codex, OpenCode 2 1,467 tok
emanuelcasco/.ai A structured methodology for AI-assisted development using specialized personas, reusable 14 Claude Code, Codex, Gemini CLI, OpenCode 14 528 tok
akaghef/M3E Mind Map Model Engine(M3E) develop 14 Claude Code, Codex, GitHub Copilot, Kiro, OpenCode 57 8,493 tok
rajnandan1/ken rajnandan.com Thompson-mode systems discipline for AI agents. Think first, build bottom-up, brute force 14 Codex, GitHub Copilot, Kiro, OpenCode 3 2,350 tok
adrienm7/ergopti ergopti.fr Disposition clavier ergonomique Ergopti, optimisée pour l’écriture du français, de l’angla 14 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 24 949 tok
slk3hdio/gymcraft Minecraft NeoForge reinforcement learning environment mod | Gymnasium-style RL environment 14 Codex, OpenCode 1 7,172 tok
brianmay/robotica-rust IOT automation for people who think like programmers 14 Codex, OpenCode 1 2,283 tok
nocoo/pew pew.md 🦓 Contribution graph for AI-native developers — track token usage across tools 14 Claude Code, Codex, OpenCode 3 3,295 tok
ZJU-PL/pyflow A static analysis framework for Python 14 Codex, OpenCode 1 472 tok
Johnny-xuan/TreeWork A tree-guided workflow skill for long-running agents. 13 Codex, OpenCode 1 424 tok
byPawel/tachibot-mcp tachibot.com Stop AI Hallucinations Before They Start Run models from OpenAI, Google, Anthropic, xAI, P 13 Codex, OpenCode 1 6,085 tok
rahmanef63/si-coder-agent Zero-human full-stack deployment as a bundle of /sc-* Claude Code slash commands — GitHub 13 Codex, OpenCode 1 1,194 tok
hraness/kb hraness.com A knowledge base for coding agents, built from Markdown, backlinks, semantic search, and G 13 Claude Code, Codex, OpenCode 7 3,979 tok
xhongc/spark-novel AI fiction, short stories, Agent writing, and writing an engaging short story during your 13 Claude Code, Codex, OpenCode 2 1,759 tok
CrestApps/CrestApps.AgentSkills crestapps.com Shared AI agent skills and MCP tooling for .NET applications and Orchard Core based projec 13 Codex, GitHub Copilot, OpenCode 3 3,785 tok
devnomad-byte/techneering Spec-driven development skills plugin for Claude Code and Codex: 16 tn: skills for spec, i 13 Claude Code, Codex, OpenCode 2 2,138 tok
phrase/phrase-mcp-server developers.phrase.com Deprecated - Please use the remote Phrase MCP server instead. See: developers.phrase.com/e 13 Codex, OpenCode 1 1,037 tok
pariyar07/kybernetes satyampariyar.com Runtime-adaptive steering layer and portable control contract for hard agentic work: durab 13 Claude Code, Codex, Gemini CLI, OpenCode 3 978 tok
Nymaxxx/checko-mcp Unofficial MCP server for Checko.ru for checking counterparties (EGRUL, EGRIP, arbitration 13 Codex, OpenCode 1 4,126 tok
sergiobayona/vector_mcp sergiobayona.github.io A server implementation for the Model Context Protocol (MCP) in Ruby. 13 Claude Code, Codex, OpenCode 6 9,301 tok
agentic-research/cloister Workerd-based hypervisor with a declarative Cap'n Proto manifest. Substrate-level identity 13 Claude Code, Codex, OpenCode 2 10,977 tok
segentic-lab/glovebox-mcp Sandboxed computer-use MCP — drive a real browser + desktop apps in a nested X11 window. 13 Codex, OpenCode 1 2,178 tok
BrianV1981/aim x.com A.I.M. – Actual Intelligent Memory: zero-token exoskeleton for long-running Gemini CLI/Cha 13 Codex, OpenCode 1 2,806 tok