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
inematds/timesmkt3 Fábrica de conteúdo de marketing com agentes de IA orquestrados por bot Telegram 16 Claude Code, Codex 2 2,034 tok
elmacnifico/dojo A Black-Box Contract Engine for Agentic Software Development 16 Codex, OpenCode 1 1,984 tok
haruhisa-enomoto/math-research-harness An agent-ready repository template for mathematical research: scope, literature, evidence, 16 Claude Code, Codex, OpenCode 2 2,864 tok
ateeducacion/moodle-playground ateeducacion.github.io Run Moodle in the browser via WebAssembly PHP 16 Claude Code, Codex, OpenCode 11 3,106 tok
SebastienDuruz/Window-Switcher A simple application to switch between windows with clickable thumbnails 16 Codex, OpenCode 1 1,324 tok
code-yeongyu/codex-rules Codex plugin that injects project rule files into model context through lifecycle hooks. 16 Claude Code, Codex, OpenCode 1 377 tok
Navarre-AI/pythia navarre.ai Ask a question, get a real report from any FileMaker database. AI writes the code, tests i 16 Codex, OpenCode 1 2,732 tok
linuxfoundation/lfx-self-serve linuxfoundation.github.io LFX Self Serve UI 16 Claude Code, Codex, GitHub Copilot, OpenCode 18 5,723 tok
Soneso/kmp-stellar-sdk The Kotlin Multiplatform Stellar SDK provides APIs to build transactions and connect to Ho 16 Claude Code, Codex, OpenCode 2 3,621 tok
habib256/pom1 🍎 POM1 — Apple 1 Emulator + SDK 16 Claude Code 1 12,285 tok
aecs4u/rcompare rcompare.aecs4u.com A high-performance, open-source file and directory comparison utility written in Rust. Com 16 Claude Code 1 130 tok
loganhc-09/task-tinder Metacognition-forcing task triage. Swipe through tasks, sprint through what you accept, ca 16 Claude Code 1 410 tok
alfredkzr/aws-iam-identity-center-security-governance-dashboard Open-source governance dashboard for AWS IAM Identity Center. Visualize who has access to 16 Claude Code 1 1,145 tok
TheTom/elm327_obd_for_mac I'm crazy and trying to make a ForScan OBD reader work on my mac. 16 Claude Code 1 4,418 tok
EvolveHQ/docflow docflowhq.com Open-source ADR workflow for coding agents: 14 skills that scaffold and manage Architectur 16 Claude Code, Codex, OpenCode 2 2,021 tok
GigleAI/cavil-loop Async coding agents driven by GitHub labels — your AI works in parallel while you sleep. 16 Codex, OpenCode 1 25,777 tok
julienamorgan/signal-prospecting-kit climategrowthadvisors.com Find B2B prospects the moment they're in-market. Six Claude Code skills that detect buying 16 Claude Code 5 —
khromov/codebay Web UI for spinning up isolated devcontainer instances for multiple simultaneous Claude Co 16 Claude Code 1 9,507 tok
Windsland52/create-maa-project MaaFW project scaffolding CLI & MCP Server for interactively creating and incrementally ma 16 Codex, OpenCode 1 2,116 tok
zksecurity/zk-skills ZKSecurity's open-source AI-skills for pre-auditing ZK circuits 16 Claude Code 1 136 tok
us-all/android-mcp-server Android MCP server — 75 tools for ADB-based device management, UI automation, logcat, emul 16 Claude Code 1 3,597 tok
earlyaidopters/marks-pi-harness Mark's pi coding agent harness for fully-local LM Studio models: 14 extensions (visual sel 16 Codex, OpenCode 1 1,680 tok
trvon/pi-loop 16 Codex, OpenCode 1 2,440 tok
maxwell2732/codex-r-empirical-research A Codex R pipeline for reproducible empirical research by 朱晨 | Genetic social science rese 16 Claude Code, Codex, OpenCode 38 4,355 tok
CulaccinoGray/douyin-product-visual-skill A Codex Skill for generating Douyin e-commerce product main images, detail pages, AI image 16 Claude Code, Codex, OpenCode 2 1,396 tok
ChilliCream/agent-skills 16 Claude Code, Codex, OpenCode 2 713 tok
pan8664716/MultiLive 16 Codex, OpenCode 1 1,895 tok
agiletec-inc/cmd-ime Lightweight macOS app for switching input methods with Command keys (Rust + Tauri) 16 Claude Code 1 561 tok
Txpple/nwn-mcp MCP server for Neverwinter Nights Enhanced Edition module files 16 Claude Code 11 5,761 tok
aaronvanston/skills-presentations AI agent skills for creating bold, minimal presentations 16 Claude Code 1 213 tok
Rul1an/assay getassay.dev Open evidence profile for MCP tool actions. Enforce configured tool-call policies and reco 16 Claude Code, Codex, OpenCode 3 7,648 tok
black-yt/skills black-yt.github.io Reusable agent skills used and maintained in Xu Wanghan's daily work. 16 Codex, OpenCode 1 3,056 tok
identArk/identark identark.io Python SDK for IdentArk's AgentGateway: AI agents get capabilities, not credentials, with 16 Claude Code 1 1,875 tok
uk-agents/uk-legal-plugins bouch.dev UK jurisdiction legal plugins for Claude Code and Cowork — employment, commercial, corpora 16 Claude Code 1 2,219 tok
ravisharma46/Leak-Canary-Mcp-Server leak-canary-mcp-server.vercel.app Leak Canary MCP Server 🚀 AI-powered Android leak detection & fixing tool. Collects LeakC 16 Claude Code 1 2,023 tok
dreamrec/TDPilot TDPilot v2.4.0 — local-first TouchDesigner AI copilot with 114 MCP tools, truthful concept 16 Claude Code, Codex, OpenCode 11 374 tok
3aKHP/prts-mcp MCP Server for Arknights PRTS Wiki and local game data 16 Claude Code, Codex, OpenCode 3 5,252 tok
voidmatcha/ui-clone-skills Motion forensics for the animated web. A Claude Code & Codex plugin that reverse-engineers 16 Claude Code, Codex, OpenCode 2 2,669 tok
VibRev/ida-headless-mcp Rust-native, multi-session headless IDA Pro MCP server with isolated workers and stdio or 16 Claude Code 1 —
BackTrackCo/tenjin-agent tenjin.sh The tool router for coding agents. Tenjin picks the right tool when your agent needs one, 16 Claude Code, Codex, OpenCode 2 73 tok
aplaceforallmystuff/spain-ai-kit MCP servers connecting AI applications to Spanish government open data and legal infrastru 16 Claude Code, Codex, Gemini CLI, OpenCode 3 824 tok
evilstar2016/skill-doctor npmjs.com Local CLI for auditing AI agent skills, conflicts, duplicates, safety risks, and context c 16 Claude Code, Codex, OpenCode 3 1,604 tok
hannsxpeter/humanizer Pure-prompt Agent Skill that de-slops AI-sounding prose, rewrites it in a writer's own voi 16 Codex, GitHub Copilot, Gemini CLI, OpenCode 3 1,430 tok
timo-reymann/mealie-mcp-server A Model Context Protocol (MCP) server for Mealie recipe management. Exposes a lot of tools 16 Claude Code 1 500 tok
TueJon/webmcpify webmcpify.at WebMCP agent skill — make any web app agent-ready, verifiably: inventory, integrate, verif 16 Codex, OpenCode 1 648 tok
heygen-com/liveavatar-agent-skills A collection of skills to help coding agents onboard to LiveAvatar. 16 Claude Code, Codex, OpenCode 2 1,683 tok
ProductOfAmerica/mcp-server-kicad pypi.org Maintenance mode: security and KiCad compatibility fixes only (see README for why). KiCad 16 Claude Code 1 9,712 tok
davesheffer/hunch hunchmemory.com A shared record for AI agents: decisions, completed work, and commitments, with sources. G 16 Claude Code, Codex, GitHub Copilot, OpenCode 10 4,457 tok
teskor-hub/minimax-h3-skill A Claude Code skill for MiniMax H3 — the open-weight omni-modal video model. Prompt framew 16 Claude Code 1 2,497 tok
viartemev/outlook-ews-mcp Secure MCP server for on-prem Microsoft Exchange (EWS) with tools for email, calendar, con 16 Claude Code, Codex, OpenCode 2 1,078 tok