How real projects configure their agents

44,996 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 agents8,544Claude Code6,892Git and workflow3,622Data and AI3,580Backend and APIs3,558Languages3,492Planning3,321Code review2,907Testing2,690DevOps and cloud2,489Writing and docs2,484Memory and context2,374Research2,321Frontend2,311Security2,178Project management1,971

All Claude Code32,539 Codex24,879 OpenCode23,799 GitHub Copilot3,723 Gemini CLI2,040 Cursor1,772 Windsurf202 Kiro116

Project Stars Configures Files Always loaded
Lyzr-Cognis/claude-cognis A Claude Code plugin that gives your AI persistent memory across sessions using Cognis. Yo 19 Claude Code 2 —
team-attention/mcproxy MCP Proxy with tool filtering for Claude Code 19 Claude Code 1 384 tok
TheMattBerman/openclaw-100k-posts-kit OpenClaw-native content pipeline for turning performance signal into publishable ideas. 19 Codex, OpenCode 1 328 tok
OmoriRay/Pixora Windows 10/11 x64 image viewer supporting browsing large directories, fast search, and saf 19 Codex, OpenCode 1 2,106 tok
yuanqiyibiansheng/DeepSeek-Harness-GUI DeepSeek-Harness-GUI 19 Claude Code, Codex, OpenCode 13 7,118 tok
T-Auto/CAC-final-test Benchmark for Evaluating the Performance of Natural Language Models and Agents / Benchmark 19 Claude Code, Codex, OpenCode 4 2,001 tok
rv198-star/Mindthus If you think AI’s analytical and judgment capabilities are inferior to humans, perhaps you 19 Codex, OpenCode 1 4,284 tok
martinemde/skillet 🍳 Run SKILLs as Shell Scripts. Cook with Claude without the mess. 19 Claude Code, Codex, OpenCode 2 1,013 tok
Kpoiut/ruleblast kpoiut.github.io Git diff for AI agent repository instructions. Shows the blast radius of AGENTS.md and CLA 19 Claude Code, Codex, OpenCode 3 359 tok
hxreborn/waybar-claude-code A lightweight Waybar custom module that displays Claude Code usage metrics 19 Claude Code, Codex, OpenCode 2 2,384 tok
fall-out-bug/sdp Structured protocol for AI-assisted development. Discovery → Delivery → Evidence. 19 Claude Code, Codex, Cursor, OpenCode 7 1,314 tok
toolprint/cco-mcp toolprint.ai Real-time audit and approval system for Claude Code tool calls. 19 Claude Code 2 1,286 tok
husniadil/cc-hooks Audio feedback plugin for Claude Code with TTS announcements, sound effects, and contextua 19 Claude Code 1 8,589 tok
pilotspace/ADD npmjs.com ADD - LOOP SKILL for AI Coding Agent 19 Claude Code, Codex, OpenCode 2 1,010 tok
HainanZhao/Clawless Clawless is an messaging bridge and schedule engine built around your favourite coding Age 19 Codex, Gemini CLI, OpenCode 2 601 tok
Minh-Tam-Solution/EndiorBot endior.net Local-first AI agent orchestrator for SDLC workflows — 14 role-based agents, 5 channels, 3 19 Claude Code, Codex, OpenCode 11 37 tok
wxkingstar/clawrelay-wecom-server A Claude Code relay service for WeCom — connects WeCom bots to Claude Code via WebSocket, 19 Claude Code 1 423 tok
htlin222/cps-skills Claude Code skill for multi-persona Bayesian diagnostic reasoning using NEJM Clinical Prob 19 Claude Code 1 295 tok
sx4im/chronos docs-site-chronos.vercel.app Deterministic Simulation Testing (DST) framework for TypeScript & Node.js. Reproduce distr 19 Claude Code, Codex, OpenCode 2 2,899 tok
Webba-Creative-Technologies/forge forge.webba-creative.com A React component library with built-in motion, themeable tokens, and AI skill packs for C 19 Codex, OpenCode 1 1,814 tok
viitorohit/sitrep getsitrep.dev The continuity, cost, and nudge layer for agentic AI coding — works with Claude Code, Code 19 Claude Code 1 2,024 tok
gravtice/ohmyzsh-ai-cli-plugins A collection of intelligent Zsh completion plugins for popular AI CLI tools (Anthropic Cla 19 Claude Code 1 1,579 tok
ITlearning/study-ios Swift Study Skills 19 Claude Code, Codex, OpenCode 4 170 tok
burakgon/roamcode roamcode.ai Self-hosted mission control for real Claude Code and Codex sessions — persistent terminals 19 Codex, OpenCode 1 1,281 tok
RegardV/LegendaryTeam_For_Claude An advanced autonomous AI engineering team 19 Claude Code 45 153 tok
belingud/yaicli belingud.github.io YAICLI: A powerful command-line AI assistant with 25+ LLM providers. Features chat, comman 19 Claude Code, Codex, OpenCode 20 1,252 tok
AgentSafe-AI/tooltrust-scanner tooltrust.dev Security scanner for AI agent tool definitions 19 Claude Code, Codex 2 183 tok
vladkol/gemini-cli-media-generation cloud.google.com An example of using Gemini CLI with MCP Servers for Genmedia and Gemini 2.5 Flash Image mo 19 Gemini CLI 1 52 tok
yuanlang12/Kite Run kite instead of claude — same terminal, plus IM control from Telegram, WeChat, Feishu 19 Claude Code 7 554 tok
leeguooooo/misonote-markdown docs.misonote.com A next-generation AI team collaboration platform. 19 Claude Code, Codex, OpenCode 4 3,570 tok
selimozten/elek elek.sh Review-only AI code review for GitHub pull requests. Cross-check PRs with model-agnostic r 19 Codex, OpenCode 1 708 tok
saadmanrafat/uv-mcp saadman.dev Bridge modern, reproducible Python environments with MCP agents. Diagnose, self-heal, and 19 Claude Code, Gemini CLI 2 1,050 tok
nickzren/opentargets-mcp MCP server for Open Targets data 19 Claude Code, Codex, OpenCode 2 906 tok
iwamot/marp-agent-mcp An experimental MCP Apps version of PowerPoint Maker. 19 Claude Code 1 876 tok
wxkingstar/doc-hub-mcp An MCP Server that mainly aggregates complete developer documentation for the WeCom and Fe 19 Claude Code 1 1,001 tok
Damecek/salesforce-mcp-lib context7.com Salesforce MCP Library is a local stdio bridge for Salesforce MCP endpoints using OAuth cl 19 Claude Code 11 1,777 tok
rahmanef63/control-room Mobile-first PWA for driving a single VPS from the browser — up to 16 concurrent terminals 19 Claude Code, Codex, OpenCode 13 1,379 tok
LinChuang2008/nightmend demo.lchuangnet.com AI-powered open-source monitoring platform with auto-remediation. 6 built-in runbooks, MCP 19 Claude Code 1 1,271 tok
sinewaveai/prooflayer-rules proof-layer.com Open-source runtime security rules engine for MCP servers and AI agents. Detects prompt in 19 Claude Code 1 1,938 tok
johnjhughes/reclaim-mcp-server A Model Context Protocol (MCP) server implementation using TypeScript 19 Codex, OpenCode 1 445 tok
Dynatrace/Dynatrace-workflow-samples docs.dynatrace.com Samples and templates for Dynatrace workflows 19 Codex, OpenCode 1 8,505 tok
GetCacheOverflow/CacheOverflow 19 Codex, OpenCode 1 2,197 tok
smartzan63/lucid-mcp-server 19 GitHub Copilot 1 323 tok
ai-outfitter/outfitter Swap between configurations in Pi — it's like dotfiles for your coding agent. 19 Codex, OpenCode 1 370 tok
batmanvane/checkpointnovel 19 Codex, OpenCode 1 535 tok
wunki/amplify 19 Claude Code, Codex, OpenCode 2 422 tok
zqushair/Frontapp-MCP MCP server and client for Frontapp 19 Claude Code 1 1,730 tok
develite98/angular-best-practices Performance optimization guidelines and coding standards for Angular applications, designe 19 Codex, OpenCode 1 752 tok
Cumulocity-IoT/cumulocity-dynamic-mapper cumulocity.com The ultimate Mapper for building the bridge between any Message Broker and Cumulocity IoT 19 Claude Code, Codex, OpenCode 3 646 tok
ClawStackStudios/GitLobster 🦞 The Capability Layer for Autonomous Agents. A decentralized registry for cryptographica 19 Claude Code, Gemini CLI 2 9,311 tok