How real projects configure their agents

23,733 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 agents8,505Claude Code6,886Git and workflow3,611Data and AI3,580Backend and APIs3,556Languages3,487Planning3,327Code review2,899Testing2,686Writing and docs2,480DevOps and cloud2,479Memory and context2,375Research2,323Frontend2,308Security2,172Project management1,965

All Claude Code32,517 Codex24,815 OpenCode23,733 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,770 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
Overbrilliant/ob-1 overbrilliant.com Free open-source coding agent for your terminal. No account, no API key, no card. Parallel 30 Codex, OpenCode 1 536 tok
bo-516/ide-byebye npmjs.com ⌘-click an element in your running app, say what to change, and Claude, Codex, Cursor or a 30 Codex, OpenCode 1 923 tok
ali-ulu/huqan huqan.com Local-first verification layer for AI agents: evidence, provenance, policy gates, human ap 30 Codex, GitHub Copilot, OpenCode 5 3,605 tok
layer5io/academy-theme Hugo module for Meshery Academies 30 Codex, OpenCode 1 1,586 tok
AI-agents-incubator/n8n-pilot 30 Claude Code, Codex, OpenCode 24 3,184 tok
dcelisgarza/PortfolioOptimisers.jl dcelisgarza.github.io Portfolio optimisation library for Julia. Over 50 risk measures (CVaR, EVaR, RLVaR, drawdo 30 Claude Code, Codex, GitHub Copilot, OpenCode 17 35,439 tok
xiaolai/claude-english-buddy-for-claude 30 Claude Code, Codex, OpenCode 2 1,208 tok
managedcode/Orleans.RateLimiting This is a library for Microsoft Orleans that provides a set of rate limiting algorithms fo 30 Codex, OpenCode 36 2,489 tok
CrowdStrike/fusion-skills crowdstrike.com AI coding assistant skills for building CrowdStrike Falcon Fusion workflows: action discov 29 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 3,463 tok
Raidriar7170/hermes-skilleval Verification-gated skill routing and self-improvement harness for Hermes-style agent skill 29 Codex, OpenCode 1 363 tok
ForgeAILab/forge forgeailab.github.io AI coding agent workflow engine for structured task lifecycles. 29 Claude Code, Codex, OpenCode 5 3,108 tok
derrickgong87/product-idea-excavator Open-source bilingual Claude Skill for product discovery interviews and high-quality PRDs. 29 Codex, OpenCode 1 6,140 tok
Z-Bra0/Ski skicli.com Install AI agent skills from Git into Claude, Codex, Cursor, and OpenClaw with a manifest, 29 Claude Code, Codex, OpenCode 2 418 tok
HaowenHou/AgenticResearchWiki An Agent-native Obsidian wiki + CLAUDE.md skeleton that lets Agent know your project as we 29 Claude Code, Codex, OpenCode 2 836 tok
luisfurquim/wings WINGS is an open-source, simple golang-based platform for front-end web application develo 29 Claude Code, Codex, GitHub Copilot, OpenCode 9 2,431 tok
systempromptio/systemprompt-template systemprompt.io AI Governance Infrastructure — local evaluation. The governance layer for AI agents: a sin 29 Claude Code, Codex, OpenCode 3 6,997 tok
inngest/inngest-skills inngest.com Agent Skills for building with Inngest 29 Claude Code, Codex, OpenCode 2 1,281 tok
0hardik1/awsmux Run one AWS CLI command across hundreds of AWS accounts in parallel. MCP built in for AI a 29 Claude Code, Codex, OpenCode 2 2,650 tok
tari-project/tari-ootle tari.com Tari Layer-2 Protocol 29 Claude Code, Codex, OpenCode 2 1,733 tok
metalbear-co/skills MetalBear Skills for our users 29 Codex, OpenCode 1 286 tok
desplega-ai/qa-use qa-use.dev Agent-first E2E testing CLI 29 Claude Code, Codex, OpenCode 2 3,220 tok
mralaminahamed/wp-dev-skills WordPress plugin development skills for AI coding agents — Claude Code, Gemini CLI, Cursor 29 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 3,376 tok
amingclawdev/aming-claw Shared workspace for AI agents and human developers. See, audit, and review every change A 29 Claude Code, Codex, OpenCode 2 1,846 tok
MetroStar/comet metrostar.github.io React with TypeScript Component Library based on USWDS 3.0 29 Codex, OpenCode 1 397 tok
jotform/mcp-server 29 Codex, OpenCode 1 583 tok
nirholas/lyra-intel lyra-intel.modelcontextprotocol.name Lyra Intel is an intelligence platform designed to analyze repositories of any size - from 29 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 807 tok
u9401066/pubmed-search-mcp u9401066.github.io MCP SDK v2 server for PubMed and multi-source biomedical research, with resilient search, 29 Claude Code, Codex, GitHub Copilot, OpenCode 29 8,943 tok
api-platform/skillset api-platform.com API Platform agent skills 29 Claude Code, Codex, OpenCode 2 568 tok
rigour-labs/rigour rigour.run The immune system for AI coding agents 29 Claude Code, Codex, OpenCode 2 522 tok
timothywarner-org/ab900 techtrainertim.com Learner repo for Tim Warner's Copilot and Agent Administration Fundamentals live training: 29 Claude Code, Codex, GitHub Copilot, OpenCode 3 10,031 tok
CaicoLeung/bob-plugin-ollama-translator Bob translation plugin: integrates Ollama/OpenAI/DeepSeek/Grok/Claude/Gemini/Zhipu and oth 29 Claude Code, Codex, OpenCode 2 3,779 tok
semihbugrasezer/seerxo seerxo.com AI-assisted Etsy listing generation and audit — CLI, MCP server and Claude Code skill. 29 Codex, OpenCode 1 192 tok
jiadizhunine/deepPPT Lightweight agent framework for research PowerPoint generation, editable PPTX delivery, an 29 Codex, OpenCode 1 1,300 tok
raintree-technology/docpull raintree.technology Local-first Python CLI and MCP server for versioned, cited context from web and document s 29 Codex, OpenCode 1 159 tok
igmarin/rails-agent-skills 28 Rails-specific skills + 9 workflow templates for agentic development. 29 Claude Code, Codex, Gemini CLI, OpenCode 3 236 tok
nirholas/ethereum-wallet-toolkit ethereum-wallet-toolkit.modelcontextprotocol.name Python toolkit for Ethereum wallets: CLI tools + Model Context Protocol (MCP) servers for 29 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 791 tok
kaael1/mcp-power-automate Local Power Automate MCP server, browser extension, and installable Codex skill. 29 Codex, OpenCode 1 496 tok
Rubiss-Projects/spec-kit-ralph A ralph extension for spec-kit 29 Codex, OpenCode 1 49 tok
starmynd-org/infinite-brain-harness 29 Claude Code, Codex, OpenCode 9 3,454 tok
tumf/conflux dev.to 🚀 Spec-driven parallel coding orchestrator for AI agents | Automates OpenSpec changes wit 29 Claude Code, Codex, OpenCode 11 7,649 tok
Krv-Labs/topos docs.krv.ai Structural code quality metrics for agent-written programs. 29 Claude Code, Codex, OpenCode 2 405 tok
IceWhaleTech/ZimaOS-Blue ZimaOS Blue - A Local-First Agent Runtime for Bold Builders. Out-of-the-Box, Open-Source, 29 Claude Code, Codex, OpenCode 3 1,834 tok
marcosmarf27/tecjustica-sigilo Anonimizador desktop de PII para textos jurídicos brasileiros (Electron + Presidio + BERT 29 Claude Code, Codex, OpenCode 2 20,149 tok
bensyverson/jobs An agent-first CLI-based hierarchical task manager backed by SQLite 29 Claude Code, Codex, OpenCode 2 5,182 tok
Goldppx/RockDLL DLL injector for the world of Kingdom of Locke; compatible with ReShade 29 Codex, OpenCode 1 1,116 tok
Lukie-81/RepoRelay lukie-81.github.io Secure MCP access to local repositories — without shell, Git, or arbitrary writes. 29 Codex, OpenCode 1 384 tok
wavever/Clipth clipth.app An elegant and powerful clipboard manager designed specifically for macOS. A beautifully d 29 Codex, OpenCode 1 2,683 tok
limsangjin12/app-templates App development monorepo template 29 Claude Code, Codex, OpenCode 6 1,941 tok
flieber-inc/devcake DevCake — your Personal Software Factory 29 Codex, OpenCode 1 4,061 tok
amit-nayar/android-adb-skill AI coding agent skills for Android device automation via ADB — screenshots, UI inspection, 29 Codex, GitHub Copilot, OpenCode 2 406 tok