How real projects configure their agents

32,116 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
YV17labs/GhostDesk yv17labs.com Give any AI agent a full desktop — it sees the screen, clicks, types, and runs apps like a 150 Claude Code, Codex, OpenCode 2 9,072 tok
Margin-Lab/evals marginlab.ai Fast, robust, configurable agent evals 150 Claude Code, Codex 3
aaif-goose/goosetown Steampunk geese run a parallel processing commune. Surprisingly effective. 150 Claude Code, Codex, OpenCode 13 1,254 tok
BV-Venky/excalidraw-architect-mcp Turn your architecture into a living, queryable knowledge graph - and render it as beautif 150 Claude Code, Codex 2
helpfeel/cosense-cli Release repository for the CLI and Agent Skill for reading, researching, and editing Cosen 150 Claude Code, Codex, OpenCode 2 729 tok
byt3bl33d3r/figaro Orchestrate fleets of Claude Code & Claude Computer Use agents across containers, VMs, and 150 Claude Code 1 9,069 tok
AnastasiyaW/codex-claude-code-config Claude Code, Codex, and multi-agent configuration system: principles, hooks, skills, and w 150 Claude Code, Codex, OpenCode 2 9,970 tok
Makio64/threejs-cinematic-world-zoom cinematic-zoom.vercel.app A cinematic zoom on places in the world 150 Claude Code, Codex, OpenCode 2 2,609 tok
RailtownAI/railtracks docs.railtracks.org An agentic framework that helps developers build resilient agentic systems 150 Claude Code, Codex, GitHub Copilot, OpenCode 4 5,747 tok
guia-matthieu/clawfu-skills clawfu.com 172 expert marketing skills for AI agents — ClawFu MCP Server 150 Claude Code 1 2,660 tok
SpecterOps/ConfigManBearPig Python collector for adding SCCM attack paths to BloodHound with OpenGraph 150 Claude Code, Codex, OpenCode 4 3,492 tok
buer2233/ai-api-test-skill AI API test automation Skill: for Python + pytest + requests, driving Codex / Claude Code 150 Claude Code, Codex, OpenCode 4 3,958 tok
Dynatrace/dynatrace-for-ai dynatrace.com Skills, prompts, and instructions for building AI agents on top of Dynatrace production co 150 Claude Code 1 182 tok
cacity/VideoHub videohub.my VideoHub is a local multi-platform video processing and intelligent editing tool supportin 150 Claude Code, Codex 12
netdevops/hier_config hier-config.readthedocs.io Hierarchical Configuration 150 Claude Code, Codex, GitHub Copilot, OpenCode 6 2,245 tok
Sstobo/Claude-Code-Game-Master Total conversion for Claude Code. Use RAG and the RPG ruleset apis to play a persistent ad 149 Claude Code, Codex, OpenCode 37 5,757 tok
cablate/llm-atomic-wiki An extension of Karpathy's LLM Wiki pattern: atom layer, topic-branches, two-layer Lint. D 149 Claude Code 1 2,741 tok
weibaohui/kom kom is a tool for Kubernetes operations, providing an SDK-level wrapper for kubectl and cl 149 Claude Code, Codex 10
Intelligent-Internet/CommonGround From isolated agents to shared work 149 Claude Code, Codex, OpenCode 3 925 tok
yezannnnn/agentGroup A four-AI professional collaboration framework: design + development + testing + managemen 149 Claude Code 1
vystrcild/claude_code_journaling A set of prompts and agents that process daily journal entries 149 Claude Code 5
everettjf/liney liney.dev Liney is a native macOS terminal workspace built with AppKit, SwiftUI, and Ghostty, design 149 Claude Code, Codex, OpenCode 2 1,592 tok
allthingsida/ida-cmake Simple CMake files for the IDASDK 149 Claude Code 1
serpro69/claude-toolbox serpro69.github.io Minimal by design, explicitly multi-lang, production-ready and battle-tested collection of 149 Claude Code, Codex, OpenCode 3 6,202 tok
pgplex/pgconsole pgconsole.com Minimal Postgres editor for speed, collaboration, and AI 149 Claude Code 4
hanamizuki/solopreneur Skills and agents for solopreneurs — ship, review, debug, and think through problems with 149 Claude Code 1 1,531 tok
liebaojun/MakoCode MakoCode — Mozi Edition Agent | Galgame-style desktop AI Agent for experiencing the fun of 149 Claude Code, Codex 3 2,535 tok
Larens94/codedna larens94.github.io A lightweight annotation standard that helps AI agents navigate codebases faster, with few 149 Claude Code, Codex, OpenCode 3 5,888 tok
DjangoPeng/agentic-ai A production-validated OpenClaw + Claude Code practical knowledge base covering production 149 Claude Code 1 3,043 tok
selmakcby/knowledge-pipeline Terminal-vibe sunum + LLM-Wiki skill'i. Ham sohbetleri, şemayla disipline edilen büyüyen b 149 Claude Code 1 1,460 tok
wellwelwel/lagune lagune.ai 🌊 Lagune is your security copilot as you build, your Blue Team when you audit, whether yo 149 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 5 2,636 tok
NomaDamas/AutoRAG-Research Automate your RAG research 148 Claude Code, Codex, OpenCode 31 2,930 tok
mraza007/echovault Local-first memory for coding agents. Decisions, bugs, and context stored as Markdown, ind 148 Claude Code, Codex, OpenCode 3 411 tok
bjgreenberg/senior-engineering-partner A stack-agnostic Claude Code skill: strict code reviewer, pair programmer, debugger, and m 148 Claude Code 1 866 tok
nkmr-jp/prompt-line Prompt Line is a macOS app developed to improve the prompt input experience in the termina 148 Claude Code 1 4,023 tok
osama-raddad/FireCrasher osama-raddad.github.io FireCrasher is a Uncaught Exceptions recovery library for android 148 Claude Code, Codex, OpenCode 6 1,875 tok
kevinelliott/agentpipe agentpipe.ai A CLI/TUI app that orchestrates multi-agent conversations by enabling different AI CLI too 148 Claude Code 1 2,572 tok
Cranot/agi-in-md Cognitive prisms for structural analysis — any domain, any model. 1000+ experiments, 58 pr 148 Claude Code 1 14,532 tok
oaustegard/claude-skills austegard.com My collection of Claude skills 148 Claude Code, Codex, OpenCode 4 7,238 tok
digitalocean/sea-notes-saas-starter-kit A production-ready Next.js SaaS notes starter kit on DigitalOcean App Platform — includes 148 Claude Code 1 829 tok
Chat2AnyLLM/awesome-claude-skills chat2anyllm.github.io A curated list of awesome claude skills 148 Claude Code 1 40 tok
richlander/dotnet-inspect Tool to inspect .NET assets, like docker inspect and kubectl describe. 148 Claude Code, Codex, GitHub Copilot, OpenCode 7 8,541 tok
roychri/mcp-server-asana 148 Claude Code 1 1,435 tok
frozenpepper/deepseek-and-destroy 148 Claude Code 1 363 tok
agenticros/agenticros agenticros.com ROS plugin for OpenClaw, Claude (Code,Desktop,Dispatch), Codex, Google Gemini, Hermes, MCP 148 Claude Code, Codex, OpenCode 2 8,023 tok
cyanheads/pubmed-mcp-server npmjs.com Search PubMed/Europe PMC, fetch articles and full text (PMC/EPMC/Unpaywall), citations, Me 148 Claude Code, Codex, OpenCode 2 13,366 tok
AgriciDaniel/claude-repurpose agricidaniel.com Content Repurposing Engine for Claude Code. Turn 1 piece of content into 10+ platform-opti 148 Claude Code 1 1,283 tok
farukkamcici/mectrics mectrics.app A lightweight, private system monitor that lives in your macOS menu bar. CPU, memory, batt 148 Claude Code, Codex, OpenCode 2 5,006 tok
redis/agent-skills redis.io Redis' official collection of agent skills 148 Claude Code, Codex, OpenCode 2 1,701 tok
AnkitClassicVision/Claude-Code-Deep-Research claude-code-deep-research.vercel.app I created a claude code deep researcher that seems to work better than the current deep re 147 Claude Code, Codex, Gemini CLI, OpenCode 3 4,879 tok