How real projects configure their agents

43,636 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 agents7,571Claude Code6,627Data and AI3,684Backend and APIs3,492Languages3,401Planning3,221Git and workflow3,179Code review2,740Testing2,368Memory and context2,365Writing and docs2,309DevOps and cloud2,308Research2,298Frontend2,256Security2,015Productivity1,715

All Claude Code31,984 Codex23,196 OpenCode22,145 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,736 Windsurf133 Kiro79

Project Stars Configures Files Always loaded
smythp/tine Drive a GNOME Wayland desktop from AI agents. CLI-first, no portals, no consent dialogs. 22 Claude Code 1 1,352 tok
fpytloun/intaris Guardrails service for AI agents. Default-deny tool call evaluation with LLM safety analys 22 Codex, OpenCode 1 22,010 tok
kalpmodi/akira Autonomous offensive security agent. Plans engagements, runs recon, chains exploits, and w 22 Codex, OpenCode 1 575 tok
Djarvur/cc-websearch Drop-in replacement for Claude Code's built-in WebSearch and WebFetch. DuckDuckGo-powered, 22 Claude Code 1 2,401 tok
DinoMorphica/safeclaw safeclaw.io Security Dashboard for OpenClaw AI Agents - intercept, monitor, and control what OpenClaw 22 Claude Code 4
JSONbored/loopover loopover.ai The loop never sleeps — you finally can. Agents automate the entire development lifecycle 22 Claude Code, Codex, OpenCode 4 799 tok
antkawam/claude-code-aws-gateway antkawam.github.io Self-hosted API gateway for Claude Code on Amazon Bedrock — unlock extended thinking, web 22 Claude Code 1 1,612 tok
oetiker/MCPretentious npmjs.com A powerful Model Context Protocol (MCP) server that puppeteers iTerm2 terminals. 22 Claude Code 1 584 tok
bo-cao/breaking-coding-chaos A human-in-the-loop control plane for reliable agentic coding—plan, challenge, implement, 22 Codex, OpenCode 1
jeonghwanko/mimi-seed-sdk mimi-seed.pryzm.gg An indie developer app launch automation console connected to Claude Code via MCP — CLI + 22 Claude Code, Codex, OpenCode 2 3,130 tok
DarrenBenson/sdlc-studio Claude Code skill for managing the full software development lifecycle 22 Claude Code, Codex, OpenCode 2 4,682 tok
rarce/git-wiki Claude Code skill implementing Karpathy's LLM-wiki pattern on a personal GitHub repo, with 22 Claude Code, Codex, OpenCode 2 1,838 tok
huifer/zeus tanstackship.com Structured, version-aware AI delivery framework for long-running projects. Deterministic p 22 Claude Code 15
ShulkwiSEC/bb-huge bb-huge 🤗 , Personal bug bounty findings hub and bug bounty orchestration for multiple ag 22 Claude Code 1 1,676 tok
martysama0134/m2ui-skill AI coding skill for generating and modifying Metin2 client UI code from screenshots, descr 22 Codex, GitHub Copilot, Gemini CLI, OpenCode 3 3,656 tok
waybarrios/cyber-agent AI-powered penetration testing with Claude Code agents. RedTeam Barranquilla - Automating 22 Claude Code 3 1,477 tok
chengzuopeng/ccgauge ccgauge.linkdiary.cn Claude Code & Codex Dashboard — local web UI for Cluade & Codex token usage and cost. npx 22 Claude Code, Codex, OpenCode 2 6,350 tok
Visualizeit/illustrator mp.weixin.qq.com A browserless Agent Skill that creates polished visuals locally—no image-generation model 22 Codex, OpenCode 1 1,110 tok
zenitheditor/zenith x.com A design document format built for the age of AI agents. Zenith is a plain-text format an 22 Claude Code, Codex, OpenCode 2 1,542 tok
kamwoh/yume A programmable, explicit world model on Godot — worlds are pure JSON run by a fixed primit 22 Claude Code 44 5,517 tok
datit309/supergraph datit309.github.io Engineering workflow system for AI coding agents — mandatory planning, TDD, verification, 22 Codex, OpenCode 1 1,744 tok
awaithumans/awaithumans-human-in-the-loop-ai-agents awaithumans.dev Pause your AI agent. Ask a human. Resume with their answer. Open source human-in-the-loop 22 Claude Code 1 4,501 tok
cometkim/cc-monitor-worker Claude Code monitoring with Cloudflare Workers & Workers Analytics Engine 22 Codex, OpenCode 1 393 tok
tanaikech/ToolsForMCPServer-extension medium.com Simplified Google Workspace Automation with Gemini CLI Extensions 22 Gemini CLI 1 87 tok
opastorello/cpf-validador MCP server + REST API para validacao de CPFs e consulta ao TRT3 com solver de CAPTCHA CRNN 22 Claude Code 1 2,992 tok
wutongyuonce/MODULAR-RAG-MCP A pluggable and observable modular RAG MCP framework 22 Claude Code 9
lastingyeh/adk-insurance-recommendation-agent lastingyeh.github.io An insurance technology recommendation Agent prototype based on Google ADK and MCP Toolbox 22 Claude Code, Gemini CLI 2 1,124 tok
IvanMurzak/Unity-AI-Tools-Template Unity MCP Tool template project 22 Claude Code 1 405 tok
stacklok/toolhive-catalog ToolHive's registry catalog of MCP servers 22 Claude Code 1 377 tok
tiago-peixoto/claude-shapeup 22 Claude Code 2 1,296 tok
0xIntuition/agent-skills 22 Claude Code 1 503 tok
vitalysim/the-knowledge-guy Turn any PDF or EPUB into a structured Claude Code skill - then ask your whole bookshelf 22 Claude Code 3 4,640 tok
eweisbrod/example-project eweisbrod.github.io Template for an Accounting or Finance Research Project 22 Claude Code, Codex, OpenCode 2 1,058 tok
airbone42/360-data-athlete This is a coding experiment with multi-agent systems, using sport training as the problem 22 Claude Code 2 31,275 tok
chroma-core/agent-skills Agent skills for working with Chroma 22 Claude Code 1 763 tok
simple-agent-lab/AutoTrainess simpleagentlab.com Repo for "AutoTrainess: Teaching Language Models to Improve Language Models Autonomously" 22 Codex, OpenCode 1 1,265 tok
Elijas/token-throttle Multi-resource rate limiting for LLM APIs. Reserve tokens before you call, refund what you 22 Claude Code 1 1,358 tok
navels/neal A plan-driven, multi-agent coding loop: separate planner, coder, and reviewer roles, each 22 Claude Code, Codex, OpenCode 2 997 tok
abdo-Mansour/axetract abdo-mansour.github.io Low-Cost Cross-Domain Web Structured Information Extraction using specialized LoRA adapter 22 Codex, OpenCode 1 34 tok
cyril0124/verilua cyril0124.github.io Verilua: An Open Source Versatile Framework for Efficient Hardware Verification and Analys 22 Claude Code, Codex, OpenCode 3 2,904 tok
WebMCP-org/mcp-ui-webmcp MCP UI WebMCP - Chat UI and MCP Server applications 22 Claude Code, Codex, OpenCode 2 1,393 tok
Mrsandman327/OpenCode-Client A visual client for OpenCode 22 Claude Code, Codex, OpenCode 2 513 tok
s60yucca/mnemos 22 Claude Code, Gemini CLI 6 1,017 tok
mehdic/bazinga Claude Code Multi Agent Dev Team 22 Claude Code 38
hyfdev/libvue-rs 22 Claude Code, Codex, OpenCode 2 1,405 tok
itsab1989/ChromIQ itsab1989.github.io GUI for RGB printer ICC profiling — guided 5-step ArgyllCMS workflow, 3D gamut viewer, qua 22 Claude Code 1 7,544 tok
sebbsssss/clude cluude.vercel.app 22 Claude Code, Codex, OpenCode 2 2,987 tok
hjanuschka/pi-qmd QMD (Quick Markdown Search) extension for pi coding agent - on-device knowledge base searc 22 Codex, OpenCode 1 136 tok
lsmith77/traktor-kontrol-qml Documentation on how to use QML to customize Native Instrument Traktor controllers. 22 Codex, OpenCode 1 620 tok
sunshineLixun/video-publish-skill Local-first Codex skill for preparing and safely staging video publishing assets 22 Codex, OpenCode 1 164 tok