How real projects configure their agents

23,761 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 agents8,530Claude Code6,887Git and workflow3,618Data and AI3,582Backend and APIs3,558Languages3,485Planning3,325Code review2,903Testing2,691DevOps and cloud2,482Writing and docs2,481Memory and context2,373Research2,322Frontend2,310Security2,179Project management1,971

All Claude Code32,523 Codex24,842 OpenCode23,761 GitHub Copilot3,723 Gemini CLI2,038 Cursor1,771 Windsurf201 Kiro116

Project Stars Configures Files Always loaded
Neetx/ai-research-radar AI Research Radar — Evidence-Grounded Trend Ledger for AI Systems 5 Claude Code, Codex, OpenCode 3 3,017 tok
petar-djukic/writing-skills Claude Code skills for rewriting AI-drafted prose to pass AI detectors: a measured three-s 5 Claude Code, Codex, GitHub Copilot, OpenCode 3 9,307 tok
nks0614/harnessay Profile Claude Code context, discover repeated workflows, and regression-test your skills. 5 Codex, OpenCode 1 254 tok
biggora/dev-team gordejev.lv Claude Code plugin that orchestrates a team of specialized AI agents for full-cycle softwa 5 Claude Code, Codex, Gemini CLI, OpenCode 3 15,400 tok
kalinbogatzevski/captain-memo captain-memo.ispcq.com Local, cross-AI memory for coding agents: Claude Code, Codex, Gemini, Antigravity, Cursor, 5 Claude Code, Codex, OpenCode 1 809 tok
The-Focus-AI/twitter-skill Claude Code plugin for Twitter/X API - OAuth 2.0 PKCE, tweets, timeline, lists, engagement 5 Claude Code, Codex, OpenCode 2 767 tok
TMHSDigital/Unity-Developer-Tools tmhsdigital.github.io AI-powered development toolkit for Unity game development in Cursor IDE. 18 skills, 8 rule 5 Claude Code, Codex, Cursor, OpenCode 3 5,202 tok
wayne930242/straw-boss Task coordination for Codex CLI and Claude Code: carry bounded work directly or dispatch H 5 Claude Code, Codex, OpenCode 2 76 tok
hugo-alves/TokenGochi A mildly dystopian ESP32 virtual pet fed by your Claude Code and Codex CLI token usage. 5 Codex, OpenCode 1 1,842 tok
dwgx/claude-codex-subagent Claude Code skill for delegating scoped worker tasks to the local Codex CLI 5 Claude Code, Codex, OpenCode 2 1,662 tok
broomva/skills skills.sh Broomva agent-skills monorepo — 48 Tier-2 skills compatible with Claude Code, Codex, Curso 5 Codex, OpenCode 1 402 tok
SVerITG/Metis A Research Cortex. A research companion for Claude. Your library, notes & memory stay on y 5 Claude Code, Codex, OpenCode 43 4,415 tok
ddebixx/frontend-template 5 Claude Code, Codex, Cursor, OpenCode 9 220 tok
Lucabiz/agentscribe One source of truth for your AI agent instructions — generate and validate AGENTS.md, CLAU 5 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,819 tok
learnwy/skills collect and create my own skills 5 Claude Code, Codex, OpenCode 2 5,245 tok
gvorwaller/claude-relay Real-time communication between Claude Code instances via WebSocket + MCP 5 Codex, OpenCode 1 42 tok
autoworks-ai/autovault autovault.dev Local-first vault for agent skills with MCP, validation, signing, and remote HTTP access 5 Claude Code, Codex, OpenCode 2 3,398 tok
dshein-alt/crawly-mcp `Crawly-MCP` provides web search and content retrieval for local LLMs, enabling agents to 5 Codex, OpenCode 1 2,635 tok
KultivatorConsulting/pikvm_mcp_server PiKVM MCP Server 5 Codex, OpenCode 1 1,468 tok
danchev/openmarkets docs.openmarkets.dev A Model Context Protocol (MCP) server for agentic retrieval of financial market data 5 Claude Code, Codex, GitHub Copilot, OpenCode 9 8,910 tok
feigeCode/navop-mcp Navop domain CLI, MCP stdio bridge, and Agent Skill 5 Codex, OpenCode 1 158 tok
AlexZai007/figma-unlimited-mcp MCP server that lets an AI agent read and edit FigJam boards through a local Figma plugin 5 Claude Code, Codex, OpenCode 2 1,652 tok
mrnajiboy/ebay-mcp-remote-edition npmjs.com Open source MCP server providing AI assistants with comprehensive access to eBay's Sell AP 5 Codex, OpenCode 1 1,557 tok
cyanheads/usaspending-mcp-server npmjs.com Access US federal award, recipient, agency, and spending analytics data from USAspending.g 5 Claude Code, Codex, OpenCode 2 15,798 tok
orieg/yaml-workflow orieg.github.io A lightweight, powerful, and flexible workflow engine that executes tasks defined in YAML 5 Claude Code, Codex, OpenCode 5 968 tok
cyanheads/noaa-climate-mcp-server npmjs.com Search NOAA CDO stations and datasets, fetch historical weather observations via MCP. STDI 5 Claude Code, Codex, OpenCode 2 15,598 tok
antonzherdev/mcp-web-inspector 5 Claude Code, Codex, OpenCode 2 3,378 tok
drohi-r/madrix-mcp ecube-entertainment.com MCP server for MADRIX with 108 tools for storage, layers, cue lists, timelines, groups, au 5 Codex, OpenCode 1 200 tok
Unveil-gg/twine-mcp Unofficial MCP server for Twine 5 Codex, OpenCode 1 219 tok
dinglebear-ai/runifi npmjs.com Rust MCP server and CLI for UniFi Network controllers, exposing REST-backed network operat 5 Claude Code, Codex, Gemini CLI, OpenCode 4 4,035 tok
AnthonyPuggs/ausecon-mcp-server auseconmcp.com MCP server for retrieval of Australian economic and financial data - supports ABS, RBA and 5 Claude Code, Codex, OpenCode 2 2,284 tok
charistas/posokanei-mcp Unofficial read-only MCP server for PosoKanei, exposing Greek supermarket product search, 5 Claude Code, Codex, OpenCode 2 886 tok
chrischall/infinitecampus-mcp Multi-district MCP server for Infinite Campus (Campus Parent portal) 5 Claude Code, Codex, OpenCode 2 4,648 tok
cyanheads/astronomy-mcp-server npmjs.com Offline observational astronomy — planet and moon positions, rise/set, phases, eclipses, a 5 Claude Code, Codex, OpenCode 2 19,616 tok
chriswu727/argus yichenwu.dev MCP tools that help coding agents test web apps systematically, find bugs, and deliver evi 5 Codex, OpenCode 1 4,109 tok
vosslab/vosslab-skills Reusable workflow skills for refactoring plans, code review, repository maintenance, and e 5 Claude Code, Codex, OpenCode 2 395 tok
Aaryan-Kapoor/degreeworks-cli Read-only DegreeWorks CLI that lets an AI agent build your exact KSU semester schedule — r 5 Claude Code, Codex, OpenCode 3 3,984 tok
aks-builds/quality-skills 107 production-grade QA engineering skills for AI agents — frontend, API, performance, mob 5 Claude Code, Codex, OpenCode 2 2,230 tok
the-sid-dani/second-brain-os PARA second-brain OS for Claude Code — fork, /bootstrap, done. 5 Claude Code, Codex, OpenCode 55 4,169 tok
ekil1100/pi-ultracode pi.dev Workflow for Pi 5 Codex, OpenCode 1 162 tok
tonydzi/agent-leash LEASH-8: an 8-domain control model for AI agents with delegated authority. Scorecard, appr 5 Codex, OpenCode 1 834 tok
Syniox5334/apple-dev-skills Provide essential skills for Apple development, including Xcode workflows, Dash docset man 5 Codex, OpenCode 1 1,793 tok
robin-liquidium/agent-skills useful ai agent skills 5 Codex, OpenCode 1 280 tok
RightBlogger/bloggingskills bloggingskills.com Agent skills that write blog content that ranks and doesn't read like AI. 5 Codex, OpenCode 1 1,595 tok
shihabshahrier/manim-coding-skill AI STEM animation skill — ManimGL for coding agents 5 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 1,024 tok
Stephen-studying/tech-route-maker Evidence-grounded editable technical route diagrams for research and engineering projects. 5 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 1,476 tok
kitepon/Throughline npmjs.com Cut ~90% of Claude Code's context usage while keeping nearly all the memory 5 Claude Code, Codex, OpenCode 3 28,840 tok
neXenio/bifrost-plugin Claude Code + Claude Desktop plugin for any Bifrost MCP gateway: one-command setup, skill 5 Codex, OpenCode 1 1,141 tok
krishddd/llm-wiki pypi.org A self-healing local knowledge base where a local LLM compounds your documents across four 5 Claude Code, Codex, OpenCode 2 8,670 tok
nusabyte-my/jebat-core jebat.online JEBAT v8.2.1: sovereign AI workstation with a self-hosted WebUI, governed agents, persiste 5 Codex, OpenCode 1 564 tok