How real projects configure their agents

23,157 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 agents7,557Claude Code6,620Data and AI3,682Backend and APIs3,496Languages3,401Planning3,217Git and workflow3,165Code review2,733Testing2,364Memory and context2,364DevOps and cloud2,310Writing and docs2,303Research2,297Frontend2,252Security2,013Productivity1,710

All Claude Code31,977 Codex23,157 OpenCode22,109 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,739 Windsurf129 Kiro79

Project Stars Configures Files Always loaded
bxmaximum/bitrix-framework-skills bxmax.ru AI skills for Bitrix Framework (D7): ORM, controllers, routing, caching, and security. npx 32 Codex, OpenCode 1 1,650 tok
PangenomeAI/academic-skills-food-nutrition Open, MIT-licensed food, nutrition & agricultural science research skills for Claude Code, 32 Codex, OpenCode 1 2,174 tok
suiflex/suitest suitest.suiflex.dev Self-hostable, MCP-native testing platform. Manual test management, deterministic runs, op 32 Claude Code, Codex, Gemini CLI, OpenCode 3 4,876 tok
sigee-min/ashfox ashfox.io Assets as Code for voxel games. Define models, textures, and sounds in code. Version them 32 Codex, OpenCode 1 178 tok
triuzzi/brave-devtools-mcp npmjs.com Full Chrome DevTools MCP parity, rebuilt for Brave. Browser automation and debugging for C 32 Codex, OpenCode 1 971 tok
OutSystems/outsystems-mcp Plugins for the OutSystems remote MCP. 32 Claude Code, Codex, OpenCode 2 3,611 tok
nicolasmelo1/software-factory A method for building software with agents, packaged as a single binary. Every rule that m 32 Codex, OpenCode 1 2,050 tok
sseshachala/conductai conductai.ai Runtime governance for AI agents. Allow, warn, or block every model and tool call before i 32 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 11 5,712 tok
Avick3110/houseCARL Comprehensive data-layer access to your Skyrim SE load order: read any record, author patc 32 Claude Code, Codex, OpenCode 9 1,531 tok
future-architect/uzomuzo-oss Dead code doesn't get patched. Detect abandoned & end-of-life dependencies that SCA tools 32 Claude Code, Codex, GitHub Copilot, OpenCode 37 22,632 tok
Mergifyio/mergify-cli mergify.com Mergify CLI tool 31 Claude Code, Codex, OpenCode 2 3,339 tok
wix/skills Wix Skills 31 Claude Code, Codex, GitHub Copilot, OpenCode 3 455 tok
SimpleEve/eo-skills AI-native software delivery workflow for Claude Code and Codex: design, change, implement, 31 Claude Code, Codex, OpenCode 2 1,265 tok
rustic-ai/codeprism rustic-ai.github.io An experimental, 100% AI-generated, high-performance code intelligence server providing AI 31 Codex, OpenCode 1 655 tok
JeremyDev87/codingbuddy Codingbuddy orchestrates 29 specialized AI agents to deliver code quality comparable to a 31 Claude Code, Codex, GitHub Copilot, OpenCode 15 2,561 tok
GreenSheep01201/stitch-mcp-auto Automated installer for Stitch MCP - The easiest way to set up your Universal MCP server f 31 Codex, OpenCode 1 1,073 tok
cyanheads/workflows-mcp-server npmjs.com Store, query, and create YAML workflow playbooks for LLM agents via MCP. STDIO or Streamab 31 Claude Code, Codex, OpenCode 2 11,856 tok
doeixd/opencode-ralph-rlm deepwiki.com OpenCode plugin: Ralph outer loop + RLM inner loop — iterative AI development with file-fi 31 Claude Code, Codex, OpenCode 5 511 tok
VikrantSingh01/adaptive-cards-mcp npmjs.com AI-powered Adaptive Card MCP server — 9 tools for generating, validating, optimizing cards 31 Codex, OpenCode 1 5,122 tok
msaad00/agent-bom msaad00.github.io Open security scanner and self-hosted control plane for AI, MCP, and cloud. One evidence m 31 Claude Code, Codex, OpenCode 2 417 tok
scalvert/docusaurus-plugin-mcp-server Docusaurus plugin that publishes your documentation as an MCP server 31 Claude Code, Codex, OpenCode 2 742 tok
Sunne927/Codex-CLI-Bridge-for-Lark-Feishu A Lark (Feishu) Codex CLI Bridge designed for persistent deployment on cloud servers and V 31 Codex, OpenCode 1 901 tok
kissrosecicd-hub/agents-evolution [Legacy] Optimized AGENTS.md system instructions for AI CLI/IDE agents. Token-efficient (C 31 Claude Code, Codex, OpenCode 41 5,881 tok
aixwangtw/code-to-video-remotion 31 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 14 4,823 tok
Bahgs/Self-Improving-Obsidian-LLM-Wiki An Obsidian-first, agent-maintained LLM Wiki framework that turns raw sources into linked 31 Claude Code, Codex, Gemini CLI, OpenCode 3 671 tok
Ageniti/Ageniti ageniti.dev A standard SDK for building agent-facing apps across MCP, CLI, React, and AI tool stacks. 31 Codex, OpenCode 1 2,609 tok
ncz-os/mnemos Production-grade memory operating system for agentic AI. Interoperates with every major fr 31 Codex, OpenCode 1 3,378 tok
microsoftgbb/project-nighthawk Nighthawk — AI-powered deep technical research pipeline for Azure Kubernetes Service (AKS) 31 Claude Code, Codex, GitHub Copilot 10 513 tok
MoizIbnYousaf/marketing-cli marketing-cli.com Agent-native marketing CLI: 76 skills, 6 research/review agents, brand memory that compoun 31 Claude Code, Codex, OpenCode 2 10,598 tok
Emily2040/nano-banana-image-skill Production-grade, agent-portable image prompting skill for Nano Banana Pro and Nano Banana 31 Claude Code, Codex, Gemini CLI, OpenCode 3 908 tok
girijashankarj/cursor-handbook Open-source rules engine for Cursor IDE — 110 rules, agents, skills, commands that give AI 31 Claude Code, Codex, OpenCode 2 933 tok
nirholas/lyra-tool-discovery AI powered automation toolkit which acts as an agent that discovers MCP servers for you. P 31 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 813 tok
isakskogstad/Riksdag-Regering-MCP MCP-server that provides LLMs with easy access to open data from the Swedish Government Of 31 Codex, OpenCode 1 634 tok
codecast-sh/codecast codecast.sh See, steer, and remember every coding agent session — Claude Code, Codex, Cursor, Gemini. 31 Claude Code, Codex, OpenCode 2 4,622 tok
samilozturk/agentlint npmjs.com ESLint for your coding agents. Keep AGENTS.md, rules, and skills structured, current, and 31 Claude Code, Codex, GitHub Copilot, OpenCode 3 3,913 tok
krivoox/agent-stack-template Agent-first multi-tenant Next.js template (rules, sub-agents, skills, Better Auth, Prisma) 31 Claude Code, Codex, OpenCode 2 2,203 tok
majiayu000/remem majiayu000.github.io Local-first persistent memory for Claude Code & Codex CLI - Rust CLI, hooks, MCP server, S 31 Claude Code, Codex, OpenCode 4 1,478 tok
philogicae/torrent-search-mcp deepwiki.com MCP/API/WebUI to find torrents programmatically 31 Codex, OpenCode 1 1,224 tok
lennix1337/Genexus18MCP npmjs.com GeneXus 17 and GeneXus 18 MCP server for Claude, Cursor, and AI agents - read, edit, and a 31 Claude Code, Codex, Gemini CLI, OpenCode 10 6,245 tok
ricardocabral/icuvisor icuvisor.app Open-source local MCP connector for intervals.icu (Go binary) 31 Claude Code, Codex 2 2,607 tok
kumamaki/Claude-Code-Personalities Dynamic Kaomoji personalities for Claude Code's statusline that change based on what Claud 31 Claude Code, Codex, OpenCode 2 3,334 tok
FelixIsaac/whatsapp-mcp-extended Actively maintained WhatsApp MCP — 26 tools, webhooks, anti-ban, Docker, self-healing. Dro 31 Claude Code, Codex, OpenCode 2 2,865 tok
kirill-markin/expense-budget-tracker expense-budget-tracker.com Self-hosted open-source personal finance expense and budget tracker with balances, transfe 31 Claude Code, Codex, OpenCode 2 2,436 tok
infino-ai/code-context Local code search for AI coding agents: a CLI and MCP server with hybrid keyword + semanti 31 Codex, OpenCode 1 815 tok
MarcoYou/open-proxy-mcp An MCP server for analyzing disclosures from Korean listed companies, created by a securit 31 Claude Code, Codex, OpenCode 6 1,409 tok
aladicf/better-web-ui better-web-ui is a web frontend design skill library for AI coding agents. 31 Claude Code, Codex, OpenCode 34 2,096 tok
Yupcha/memXT yupcha.github.io MemXT is a Local long-term memory for Claude Code & coding agents. 100% local 31 Claude Code, Codex, OpenCode 1 379 tok
metaspartan/cybara cybara.ai Cybara - Your agents. Your tools. Your runtime. Harness the power of AI 31 Claude Code, Codex, OpenCode 2 2,489 tok
jordanhubbard/agentos The world's first operating system for agents, not humans. Built on seL4 microkernel with 31 Claude Code, Codex, OpenCode 2 2,670 tok
ctfysh/craft-of-research A Socratic research-guide skill distilled from The Craft of Research (5th Edition). 31 Codex, OpenCode 1 849 tok