How real projects configure their agents

43,608 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 agents7,557Claude Code6,620Data and AI3,682Backend and APIs3,496Languages3,401Planning3,217Git and workflow3,165Code review2,733Testing2,364Memory and context2,364DevOps and cloud2,310Writing and docs2,303Research2,297Frontend2,252Security2,013Productivity1,710

All Claude Code31,977 Codex23,157 OpenCode22,109 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,739 Windsurf129 Kiro79

Project Stars Configures Files Always loaded
posit-dev/open-source-website opensource.posit.co Posit Open Source Website 52 Claude Code 4 100 tok
bashiraziz/llm-wiki-template A reusable template for building personal LLM-maintained knowledge bases. Implements Karpa 52 Claude Code 1
Whamp/pi-token-burden 52 Codex, OpenCode 1 447 tok
StringKe/claudex claudex.space Multi-instance Claude Code manager with intelligent translation proxy. Use Claude Code wit 52 Claude Code 2 1,287 tok
solomon2773/nora norafleet.ai Open-source, self-hosted control plane for OpenClaw and Hermes AI-agent fleets on Docker/K 52 Claude Code 1 2,994 tok
Rtur2003/Claude-Code-Promts-Skills hasan-arthur-altuntas.xyz Production-ready prompt library for Claude coding agents. APEI methodology, ~35 specialist 52 Claude Code 6 2,511 tok
pacphi/agentic-kit One command to install, heal & prove ruflo (claude-flow) + agentic-qe + RuvNet Brain — plu 52 Claude Code, Codex, OpenCode 2 3,398 tok
OptimNow/cloud-finops-skills optimnow.io Cloud FinOps Skill & MCP by OptimNow. FinOps Foundation aligned knowledge for AI agents: c 52 Claude Code, Codex, OpenCode 2 14,134 tok
delphicleancode/delphi-spec-kit inovefast.com.br An opinionated ecosystem of rules, skills, and steerings to elevate Delphi development to 52 Claude Code, Codex, GitHub Copilot, OpenCode 3 9,608 tok
Patrick-code-Bot/nautilus_AItrader AI-powered cryptocurrency trading bot using DeepSeek and NautilusTrader 52 Claude Code, Codex, OpenCode 2 687 tok
WYRE-AI/autotask-mcp wyre-ai.github.io MCP server for Kaseya Autotask PSA — 39 tools for companies, tickets, projects, time entri 52 Claude Code, Codex, GitHub Copilot, OpenCode 59 23,714 tok
enthropy7/YSCV Rust-native framework for Edge AI CV inference. 52 Codex, OpenCode 1 2,988 tok
Dicklesworthstone/frankenmermaid frankenmermaid.pages.dev Next-gen Rust diagram engine with 15 layout algorithms, deterministic output, intent-aware 52 Codex, OpenCode 1 9,699 tok
zendev-sh/zenflow zenflow.sh Multi-agent orchestration & workflow engine. Declarative YAML workflows, LLM coordinator w 52 Claude Code, Codex, OpenCode 2 3,959 tok
oksure/openalex-research-mcp MCP server for the OpenAlex API — search 240M+ scholarly works, analyze citations, track r 52 Claude Code 1 2,844 tok
zcweah1981/awesome-hermes-agent-zh hermes-zh.com Hermes Agent Chinese site — a Chinese practical starting point: onboarding paths, domestic 52 Claude Code, Codex, OpenCode 2 4,655 tok
XuanRanL/loamwright-SEO-Skill loamwrightseo.com Production-grade SEO + GEO content factory for Claude Code — research, write, fact-check, 52 Claude Code, Codex, OpenCode 2 16,086 tok
Fmarzochi/EGC fmarzochi.github.io EGC gives every AI coding agent the same brain. Shared memory, skills, and live context ac 52 Claude Code, Codex, GitHub Copilot, Gemini CLI, Kiro, OpenCode 20 8,061 tok
christiandoxa/prodex Prodex is a multi-account, multi-provider Codex wrapper with auto-rotation, Super mode, Sm 52 Codex, OpenCode 1 6,057 tok
anotb/management-consulting-plugin unsol.dev Management consulting skills for Claude Code, Cowork, Codex, and other agents. Strategy, o 52 Claude Code 1 187 tok
LeadMagic/gtm-skills leadmagic.io GTM agent skills for Claude Code, Codex, and GitHub Copilot: sales, marketing, SEO, RevOps 52 Claude Code, Codex, OpenCode 2 10,700 tok
robertn702/mcp-sunsama 52 Claude Code 2 2,885 tok
alleneubank/claude-code docs.anthropic.com Comprehensive configuration system for Claude Code 52 Claude Code 28 3,449 tok
alex-wolf-ps/dbchatpro 52 GitHub Copilot 1 23 tok
LyoSU/capka capka.app Capka AI — An open-source, self-hosted sandbox for AI agents. A community-driven alternati 52 Claude Code, Codex, OpenCode 2 7,594 tok
Dhairya3391/kari Kari just a tui for getting media from providers and playing it in your media player with 52 Codex, OpenCode 1 717 tok
grayhatdevelopers/vidxp VidXP (Video eXPlain) - Video Indexing Engine. Search in videos in natural language. 👀 Co 52 Codex, OpenCode 2 259 tok
oqtopus-team/qdash oqtopus-team.github.io QDash: Large-scale QPU Calibration Platform 52 Claude Code, Codex, OpenCode 8 2,453 tok
duongductrong/antigravity-kit The essential CLI toolkit for Antigravity 52 Claude Code, Gemini CLI 2 1,067 tok
nemanjan00/dev-environment My docker-based dev environment 51 Claude Code 1 3,082 tok
ashish141199/obsidian-claude-code Obsidian workflow template for Claude Code - slash commands and structure for knowledge ma 51 Claude Code 1 1,568 tok
kaldown/ccpm Claude code plugin manager 51 Claude Code 1 3,031 tok
Koroqe/claude-code-sdlc Turn Claude Code into an autonomous software development team — 16 specialized agents, doc 51 Claude Code 2 1,442 tok
LeeJuOh/claude-code-zero Complete Claude Code plugin marketplace — agents, skills, hooks, commands, rules, MCPs. 51 Claude Code, Codex, OpenCode 3 2,031 tok
ajhcs/healthcare-agents Portable prompt and SKILL.md pack with 51 specialist AI agents for US healthcare administr 51 Claude Code, Codex, OpenCode 1 695 tok
TheArcForge/UniClaude Claude Code, natively inside Unity Editor. A dockable chat window with full project awaren 51 Claude Code 1
drhalto/agentmako agentmako.drhalto.com Local-first MCP server that gives coding agents structured context packets, code/schema fa 51 Codex, OpenCode 1 2,480 tok
sodam-ai/SoDam-WikiMate A Claude Code plugin plus portable MCP core that, when you tell AI “organize this,” organi 51 Codex, Gemini CLI, OpenCode 2 2,824 tok
sliamh11/Deus A token-efficient open-source AI assistant that remembers, adapts, and improves — secured, 51 Claude Code, Codex, OpenCode 8 5,111 tok
swadhinbiswas/Mervelas An independent, high-performance AI coding CLI built with Bun and driven by free resources 51 GitHub Copilot 1 649 tok
agents-squads/squads-cli agents-squads.com CLI for managing AI agent squads. Status, memory, goals, feedback, and dashboard for your 51 Claude Code, Codex, OpenCode 2 1,229 tok
Grey-Iris/easy-notion-mcp notion.so Markdown-first Notion MCP server. ~6-7x fewer response tokens vs official Notion MCP. 43 t 51 Claude Code 1 4,152 tok
ariffazil/arifOS arifos.arif-fazil.com Independent policy kernel for AI agents: judge before execute. F1–F13 floors, VAULT999 rec 51 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 10 6,748 tok
SquidSec/SquidC5 squidoffense.com Security-first AI-native C5 teamserver (Command · Control · Cognitive · Collaborative · Co 51 Claude Code, Codex, GitHub Copilot, OpenCode 3 5,685 tok
d-kimuson/modular-mcp A Model Context Protocol (MCP) proxy server that enables efficient management of large too 51 Claude Code 1 437 tok
pomerium/mcp-app-demo Demo application showcasing how to build and secure MCP servers and clients with Pomerium 51 Claude Code, GitHub Copilot, Cursor 3 10,303 tok
atomCAD/atomCAD 51 Claude Code, Codex, OpenCode 4 2,471 tok
udapy/rust-agentic-skills udapy.github.io Rust Agentic Skills : It transforms general-purpose LLMs into a multi-agentic Rust enginee 51 Codex, OpenCode 1 487 tok
hamed-farag/claudeck claudeck.app A browser-based UI for Claude Code — chat, run workflows, manage MCP servers, track costs, 51 Claude Code, Codex 3
bfollington/terma གཏེར་མ 51 Claude Code, Codex, OpenCode 5 1,423 tok