How real projects configure their agents

44,931 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 agents8,489Claude Code6,881Git and workflow3,605Data and AI3,580Backend and APIs3,556Languages3,486Planning3,323Code review2,893Testing2,681Writing and docs2,477DevOps and cloud2,477Memory and context2,375Research2,318Frontend2,308Security2,170Project management1,960

All Claude Code32,505 Codex24,785 OpenCode23,702 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,771 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
manta-ide/manta getmanta.ai 75 Codex, OpenCode 1 585 tok
oculus-samples/Unity-AppSpaceWarp Application SpaceWarp showcase demonstrating how developers can generate only every other 75 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 1,063 tok
p3bot/snag Snag web pages like a polite robot with a browser 75 Codex, OpenCode 1 5,114 tok
DataZooDE/flapi flapi.io API Framework heavily relying on the power of DuckDB and DuckDB extensions. Ready to build 75 Claude Code, Codex, OpenCode 2 15,713 tok
oprogramadorreal/optimus-claude Primes your project for peak Claude Code performance 75 Claude Code, Codex, OpenCode 4 79 tok
Strategic-Automation/dspy-compounding-engineering strategic-automation.github.io A local-first AI engineering agent that learns from your codebase using DSPy. 75 Codex, OpenCode 1 3,678 tok
tafsircenter/tafsir-mcp tafsir.net Scholarly MCP server for the Holy Quran with 5 classical tafsirs and word-level linguistic 75 Claude Code 1 1,237 tok
omergocmen/CrewCtl Claude Code, Codex CLI, Gemini CLI ve diğer yapay zekâ destekli coding agent’larını tek me 75 Claude Code, Codex 4 —
avelino/mcp mcp.avelino.run CLI that turns MCP servers into terminal commands, single binary 75 GitHub Copilot 1 1,616 tok
ZaneL1u/cloud-cli-proxy zanel1u.github.io A more powerful Claude Code wrapper that uses containerization to make you appear genuinel 75 Claude Code, Codex, OpenCode 6 6,222 tok
actava-ai/chi-bench actava.ai Χ-Bench: Can AI Agents Automate End-to-End, Long-Horizon, Policy-Rich Healthcare Workflows 75 Claude Code, Codex, OpenCode 2 5,110 tok
timholy/claude_config Configuration files for claude code 75 Claude Code 1 1,716 tok
EverMind-AI/EverMe evermind.ai Open-source CLI and Agent plugin suite for EverMe — cross-device, cross-Agent personal mem 75 Codex, OpenCode 1 938 tok
dallay/agentsync dallay.github.io A fast, portable CLI tool for synchronizing AI agent configurations across multiple AI cod 75 Claude Code, Codex, OpenCode 14 6 tok
PriorLabs/relarena arxiv.org Open and Reproducible Benchmarking for Relational Learning 75 Claude Code, Codex, OpenCode 2 1,726 tok
ScrapeGraphAI/just-scrape scrapegraphai.com CLI for AI-powered web scraping, structured data extraction, web search, multi-page crawli 75 Claude Code 2 169 tok
Ranork/remnus-app remnus.com MCP Native Workspace (Databases, pages, kanbans, calendars etc.) 75 Claude Code 1 226 tok
gbmhunter/blog blog.mbedded.ninja The repo backing the blog.mbedded.ninja website. 75 Claude Code 10 2,897 tok
ktnCodes/icm-template A model-agnostic template for organizing AI workflows using folder structure — based on th 75 Claude Code 1 444 tok
LeadMagic/gtm-skills leadmagic.io GTM agent skills for Claude Code, Codex, and GitHub Copilot: sales, marketing, SEO, RevOps 75 Claude Code, Codex, OpenCode 2 10,561 tok
decider/claude-hooks Comprehensive hooks for Claude Code to enforce clean code practices and automate workflows 75 Claude Code 5 445 tok
revfactory/claude-code-guide hellovibe.io Vibe coding with Claude Code 75 Claude Code 1 325 tok
9thLevelSoftware/Daem0n-MCP Persistent memory, decision-making, and governance for AI agents 75 Claude Code, Codex, OpenCode 8 1,459 tok
MrLesk/agents-council agents-council.com Agent-to-Agent MCP communication tool for feedback requests 75 Claude Code, Codex, Gemini CLI, OpenCode 5 482 tok
JBurlison/WoWAddonAPIAgents Entire suite of Copilot/Claude/Codex agents, skills, instructions and prompts for creating 75 GitHub Copilot 1 389 tok
CaesiumY/ko-design-md getdesign.kr An open catalog of Korean brand design systems organized in Stitch v0.1 Markdown — an open 75 Claude Code, Codex, OpenCode 2 2,059 tok
OpenCoven/coven opencoven.ai Local-first runtime for project-scoped AI coding-agent sessions, with durable state, autho 75 Claude Code, Codex, OpenCode 2 3,505 tok
Checklist-Design/skills 75 Claude Code 1 —
gobifrost/bifrost gobifrost.com Bifrost Integrations is an open-source automation platform designed to democratize best-in 75 Claude Code, Codex, OpenCode 17 16,469 tok
luojiahai/code-by-wire cbw.liyu.dev Pilot coding agents (Claude Code, Codex) and monitor their telemetry from one cockpit. 74 Claude Code, Codex, OpenCode 3 1,157 tok
somnus0x/agt-skill-pack 74 Claude Code, Codex, OpenCode 2 981 tok
cottongeeks/ytt-mcp MCP server to fetch YouTube transcripts 74 Claude Code 1 532 tok
corezoid/corezoid-ai-plugin corezoid.com Corezoid AI plugin marketplace for Claude Code and Codex: product knowledge, workflow skil 74 Claude Code 1 3,436 tok
ukkit/memcord 🧠 Self-hosted, privacy-first MCP server for long-term AI memory — save, search & summariz 74 Claude Code 20 —
edutrul/drupal-ai eduardotelaya.com Drupal AI skills, agents, rules, hooks, commands for claude, codex, etc. 74 Claude Code 2 —
bjia56/cosmotop Multiplatform system monitoring tool using Cosmopolitan Libc 74 Claude Code 1 1,309 tok
tranhieutt/software_development_department Software Development Department 74 Claude Code, Codex, OpenCode 10 2,464 tok
shanraisshan/codex-cli-hooks linkedin.com codex cli hooks - adding voice on each hook 74 Claude Code, Codex, OpenCode 2 1,462 tok
richtabor/agent-skills richtabor.com Agent skills I use every day. 74 Claude Code, Codex, GitHub Copilot, OpenCode 3 362 tok
nuke-on-rails/nuke-on-rails The Rails audit skill for AI coding agents, ranked by blast radius. 🚂☢️ 74 Claude Code 1 1,675 tok
seaworld008/Commonly-used-high-value-skills High-value AI skills repository for Codex, Claude Code, OpenClaw, agents, prompts, and aut 74 Claude Code, Codex, OpenCode 2 1,244 tok
alperhankendi/Ctxo alperhankendi.github.io MCP server for AI coding agents. Instead of reading files one by one, your agent gets depe 74 Claude Code, GitHub Copilot 5 9,881 tok
superamped/ai-marketing-skills superamped.com Open-source AI marketing skills for coding agents like Claude Code, Cursor, and Codex. Do 74 Claude Code, Codex, OpenCode 2 924 tok
livekit/agent-skills docs.livekit.io Agent Skills and a Claude Code plugin for building, testing, and shipping voice agents wit 74 Claude Code, Codex, OpenCode 2 3,389 tok
banodoco/hivemind Drop-in skill so coding agents (Claude Code / Codex) can search the Banodoco Discord messa 74 Codex, OpenCode 1 1,228 tok
dosu-ai/decant dosu.dev Local-first analytics for Claude Code, Codex, Gemini CLI, OpenCode, Cursor CLI, GitHub Cop 74 Claude Code, Codex, OpenCode 8 2,006 tok
ClaudeCodeUsage/ClaudeCodeUsage marketplace.visualstudio.com VS Code extension for local Claude Code and OpenAI Codex token usage, cache, quotas, and A 74 Claude Code, Codex, OpenCode 2 5,166 tok
imoonkey/openweb Agent-native way to access any website. Bridging agent CLI and web GUI through API. 74 Claude Code, Codex, Gemini CLI, OpenCode 3 983 tok
smfworks/hermes-ai-team smfclearinghouse.com Build an AI team of Hermes agents: SOUL, memory, vault, skills, nightly research, kanban, 74 Codex, OpenCode 1 790 tok
in-the-loop-labs/pair-review AI assisted code review with a human in the loop 74 Claude Code, Codex, OpenCode 6 3,794 tok