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
prowler-cloud/prowler-studio Prowler Studio an AI workflow that ensures Claude Code follows Prowler's guardrails to del 54 Codex, OpenCode 1 6,255 tok
GXDEVS/grouter grouter.gxdevs.com Universal AI router — OAuth + API Key providers behind one OpenAI-compatible endpoint. 54 Claude Code, Codex, OpenCode 4 3,917 tok
robinsadeghpour/content-workflow 54 Claude Code 16 5,125 tok
JanDeDobbeleer/copilot-ralph 54 Codex, GitHub Copilot, OpenCode 2 6,065 tok
sifter-ai/sifter Sifter is an open-source, developer-first document extraction engine that turns unstructur 54 Claude Code 4 1,349 tok
monteslu/vibe-eyes description: "An MCP server that enables LLMs to 'see' what's happening in browser-based 54 Claude Code 1 1,489 tok
alonf/specrew 54 Claude Code, Codex, GitHub Copilot, OpenCode 3 5,764 tok
haposoft/cafekit cafekit.haposoft.com 54 Claude Code, Codex, OpenCode 2 1,192 tok
hainamchung/agent-assistant agent-assistant-ten.vercel.app 54 Claude Code, Gemini CLI 2 2,412 tok
SawyerHood/glyphdown 54 Codex, OpenCode 1 420 tok
tobyilee/ccmonitor 54 Claude Code 2 2,118 tok
zot/humble-master Taming of the Claude: a 27-line persona built on Asimov's R. Daneel Olivaw that turns your 54 Claude Code 1 —
cybozu/prompt-hardener Prompt Hardener analyzes prompt-injection-originated risk in LLM-based agents and applicat 54 Claude Code, Codex, OpenCode 3 1,192 tok
janespace-ai/claw-wallet clawwallet.top Web3 wallet for AI agents (OpenClaw). Self-hosted, non-custodial, multi-chain EVM. 16 tool 54 Claude Code, Cursor 10 —
samefarrar/mcp-pdb 54 Claude Code 1 345 tok
NickTikhonov/bitclaw A functional, secure and self-building claw in under 1500 lines of code 54 Claude Code 7 668 tok
richardkmichael/tailwindplus-downloader Tools for downloading TailwindPlus components to a local file 54 Claude Code, Codex, OpenCode 3 1,166 tok
mat-1/slopcheck Check for indicators of AI code in a project and dependencies. 54 Codex, OpenCode 1 128 tok
runtimed/intheloop Real-time collaborative notebook that thinks with you 54 Codex, OpenCode 1 2,960 tok
daviseford/aos-reminders aosreminders.com Never forget your Age of Sigmar abilities again! Generate helpful in-game reminders tailor 54 Claude Code, Codex, OpenCode 2 7,885 tok
roderik/ai-rules Professional AI assistant configurations for Claude Code, Codex CLI, OpenCode and Gemini C 54 Claude Code 3 —
AterDev/Perigon.CLI dusi.dev This is a tool that helps you quickly build backend services based on Asp.Net Core and EF 54 GitHub Copilot 1 1,254 tok
iuhoay/skills A collection of development workflow skills for coding agents. 54 Codex, OpenCode 1 1,705 tok
nesbo/dotnet-claude-code-skills Claude Code Skills for .NET developers. 54 Claude Code 1 2,158 tok
sebuzdugan/frai frai.cc Does your product tell people it uses AI? One command checks your code, live site and spec 54 Claude Code 1 —
Dekelelz/let-them-talk MCP message broker + web dashboard for inter-agent communication. Let AI CLI agents (Claud 54 Claude Code 1 1,031 tok
millionco/agent-install agent-install.com Install agent skills and MCPs with one API 54 Codex, OpenCode 1 1,170 tok
Pilan-AI/mnemo 54 Codex, OpenCode 1 2,470 tok
ehmo/autoresearch-skill Autonomous codebase improvement 54 Claude Code 1 557 tok
vaayne/agent-kit Reusable components for AI coding agents: skills, subagents, MCP servers, and extensions. 54 Codex, OpenCode 1 383 tok
farming-labs/docs docs.farming-labs.dev AI native documentation framework that just works, powered by your favorite stack 54 Codex, OpenCode 1 441 tok
tutur3u/platform tuturuuu.com Tuturuuu is an AI-native, open-source workspace that unifies tasks, scheduling, and team c 54 Claude Code, Codex, Gemini CLI, OpenCode 61 5,494 tok
abagames/claude-one-button-game-creation How to create a one-button action game using the AI chatbot Claude 54 Codex, OpenCode 1 891 tok
openmodelingfoundation/openmodelingfoundation.github.io openmodelingfoundation.org Website for standards and governance of the Open Modeling Foundation 54 Claude Code, Codex, GitHub Copilot, OpenCode 3 885 tok
MaorBril/clauder 54 Claude Code 2 757 tok
kenn-io/vibepulse Simple macOS menubar app to monitor your Claude Code and Codex token consumption using ccu 54 Claude Code, Codex, OpenCode 2 38 tok
openclaw/nix-openclaw-tools 54 Codex, OpenCode 1 477 tok
ada20204/antigravity-sync-mcp 54 Claude Code, Codex 26 —
ledmaster/ml-mania-2026 An experiment in turning years of machine learning experience into a research loop that co 54 Codex, OpenCode 1 2,143 tok
whanyu1212/QuantRL-Lab whanyu1212.github.io Reinforcement Learning Testbed for Quantitative Trading 54 Claude Code, Codex, OpenCode 2 6,821 tok
aliyun/alibabacloud-dms-mcp-server A universal multi-cloud data MCP Server supporting over 40 types of data source connection 54 Codex, OpenCode 1 2,416 tok
rkinas/antec antec - personal agentic system 54 Claude Code, Codex, OpenCode 6 6,151 tok
caidish/cAI-tools 54 Claude Code, Codex, OpenCode 2 996 tok
ashish141199/obsidian-claude-code Obsidian workflow template for Claude Code - slash commands and structure for knowledge ma 54 Claude Code 1 1,568 tok
call518/MCP-Airflow-API deepwiki.com ⚡ Control Apache Airflow with natural language via MCP. Chat with your workflows using Cla 54 GitHub Copilot 1 769 tok
soapbucket/sbproxy sbproxy.dev Open source Enterprise AI Gateway for API, MCP and agent, and AI model traffic. One Apache 54 Claude Code, Codex, OpenCode 2 21,776 tok
ajhcs/healthcare-agents Portable prompt and SKILL.md pack with 51 specialist AI agents for US healthcare administr 54 Claude Code, Codex, OpenCode 1 695 tok
drhalto/agentmako agentmako.drhalto.com Local-first MCP server that gives coding agents structured context packets, code/schema fa 54 Codex, OpenCode 1 2,480 tok
hamed-farag/claudeck claudeck.app A browser-based UI for Claude Code — chat, run workflows, manage MCP servers, track costs, 54 Claude Code, Codex 3 —
yi-john-huang/sdd-mcp 54 Codex, OpenCode 1 521 tok