How real projects configure their agents

31,977 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
ashish141199/obsidian-claude-code Obsidian workflow template for Claude Code - slash commands and structure for knowledge ma 52 Claude Code 1 1,568 tok
hmohamed01/Claude-Code-Scaffolding-Skill A skill that adds scaffolding to IDE's such as cursor and VS code to create new projects. 52 Claude Code 1 3,110 tok
agentsdance/agentx agentskills.host AgentX - Agent Extension: MCP Servers, Agent Skills and Plugins Manager 52 Claude Code, Codex, OpenCode 2 692 tok
mjknowles/matrix-mcp-server MCP Server for a Matrix home server integration; chat, manage rooms, etc. 52 Claude Code 1 1,505 tok
takechanman1228/claude-persona Claude Code skill for AI persona panels, virtual customer research, and concept testing. 52 Claude Code 1 2,159 tok
brunobracaioli/claude-code-starter-pack 52 Claude Code 8 387 tok
deandevz/king-context Open-source Context7 alternative with 3x token efficiency 52 Claude Code, Codex, OpenCode 7 2,380 tok
ItMeDiaTech/rag-cli Local Retrieval-Augmented Generation (RAG) plugin for Claude Code that combines Chroma db 52 Claude Code 1 4,645 tok
yi-john-huang/sdd-mcp 52 Claude Code, Codex, OpenCode 18 416 tok
radiantlogicinc/fastworkflow A framework for building large-scale, deterministic, interactive workflows with a fault-to 52 Claude Code, Codex, Cursor, OpenCode 18 2,117 tok
openshift/windows-machine-config-operator Windows MCO for OpenShift that handles addition of Windows nodes to the cluster 52 Claude Code, Codex, OpenCode 2 5,130 tok
pydantic/braindump Extract coding rules from PR review comments and generate AGENTS.md files for any GitHub r 52 Claude Code, Codex, OpenCode 2 38 tok
Automattic/wordpress-atmosphere wordpress.org ATmosphere connects your WordPress site to the AT Protocol network. When you publish a pos 52 Claude Code, Codex, OpenCode 10 3,151 tok
Mangome/cybird-watching An ESP32-based smart birdwatching display device 52 Claude Code 1 3,634 tok
afx-team/hebb-mind afx-team.github.io Neuroscience-inspired memory framework for AI agents 52 Claude Code, Codex, OpenCode 12 2,518 tok
dearlordylord/huly-mcp huly-mcp.dearlordylord.com Huly MCP and CLI: Feature-complete MCP server and CLI for Huly platform. Intabia partially 52 Claude Code, Codex, OpenCode 4 3,398 tok
worldnine/scrapbox-cosense-mcp npmjs.com MCP server for Cosense (Scrapbox) — read, search, create, and edit wiki pages from Claude 52 Claude Code 1 2,353 tok
JCodesMore/youtube-for-ai-agents dsc.gg Your AI agent can now search Youtube, watch videos, create highlight reels, and more 52 Claude Code, Gemini CLI 2 929 tok
CherryHQ/stella stella.cherryai.com AI partners for every person: multi-user, multi-agent memory, trusted tools, schedules, sa 52 Claude Code, Codex, OpenCode 5 2,427 tok
DavidROliverBA/ArchitectKB A comprehensive knowledge management system for Solutions Architects using AI 52 Claude Code 2 12,218 tok
brizzai/fleet TUI tool for managing multiple Claude Code sessions in parallel using tmux 52 Claude Code, Codex 5 38,760 tok
bashiraziz/llm-wiki-template A reusable template for building personal LLM-maintained knowledge bases. Implements Karpa 52 Claude Code 1
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
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
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
rse/ase ase.tools Agentic Software Engineering (ASE) 52 Claude Code, Codex, OpenCode 2 1,782 tok
Keesan12/martin-loop martinloop.com Make AI coding agents safe to scale autonomously: assign work, cap spend, enforce policy, 52 Claude Code, Codex, OpenCode 2 2,572 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
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
gornskew/cyborg-whisperer Receives, educates, and dispatches cyborgs into a starship or other facility 52 Claude Code 1 857 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
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
tianemon/EasyMint Open-source desktop AI coding platform with built-in Pi Agent (pi-coding-agent) — a graphi 52 Claude Code 1 11,737 tok
glukicov/slideops medium.com Turn a repository into a slide deck that tells you when it stops matching the code 52 Claude Code, Codex, OpenCode 2 1,328 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
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
sliamh11/Deus A token-efficient open-source AI assistant that remembers, adapts, and improves — secured, 51 Claude Code, Codex, OpenCode 8 5,111 tok