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
chacosoldier/compabob A customizable Claude Code setup for knowledge workers: agents, safety hooks, skills, memo 32 Claude Code 35 164 tok
micheltlutz/dev-challenge micheltlutz.me Repository with technical challenges for front-end, back-end and mobile 32 Claude Code, Codex, GitHub Copilot, OpenCode 12 3,095 tok
ocbunknown/fastapi-claude-template Agent-first FastAPI template built to pair with Claude Code - opinionated architecture kep 32 Claude Code 4 7,589 tok
netclaw-dev/skill-server A self-hosted skill server that provides versioned skill feeds for use by agents. 32 Claude Code, Codex, OpenCode 2 877 tok
arvindand/maven-tools-mcp dev.to MCP server providing AI assistants with Maven Central dependency intelligence for all JVM 32 Claude Code, GitHub Copilot 7
anatomia-dev/anatomia anatomia.dev Spec-driven agent harness for Claude Code and Codex — five-agent pipeline (scope, plan, bu 32 Claude Code, Codex, OpenCode 10 129 tok
hummingbot/skills skills.hummingbot.org Reusable skills for AI agents to interact with Hummingbot trading infrastructure 32 Claude Code 1 522 tok
tebjan/vvvv-skills vvvv.org Skills to help AI Agents master the vvvv gamma ecosystem 32 Claude Code 1 987 tok
zhengyanglsun/iflow-search-js Official JavaScript SDK and integrations for iFlow Search 32 Claude Code 1 2,412 tok
Uncle-Gao/Live-Translator-Hub One-click localization for Cursor and Claude, covering all pages, with an AI translation e 32 Claude Code, Codex, Gemini CLI, OpenCode 4 2,870 tok
tbdavid2019/openclaw-docs-skill Automatically updated daily, giving your LLM the ability to handle OpenClaw issues. This i 32 Claude Code, Codex, GitHub Copilot 8
tomtorggler/hevy-mcp-server hevy.tomt.it 32 Claude Code 1 4,671 tok
Maneek21/Deft deft.ing Self-hostable AGPL workspace where humans and AI agents share chat, tasks, knowledge, appr 32 Claude Code, Codex, OpenCode 2 14,557 tok
shanraisshan/shanraisshan linkedin.com Software Architect @ disrupt.com | Agentic Workflows - Claude Code / Codex CLI | AI-First 32 Claude Code 30 732 tok
frmoretto/hardstop Don't let AI destroy your hard work! HardStop is a rock-solid protection for AI-generated 32 Claude Code, Codex, OpenCode 2 2,887 tok
agentculture/reachy-mini-mcp agentculture.github.io An MCP to control Reachy Mini server or sim 32 Claude Code 20 3,709 tok
Manikantareddy941-hash/-caveman 32 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 5 3,408 tok
sivaprasadreddy/sdd-skills Agent Skills for Spec Driven Development 32 Claude Code, Codex, OpenCode 2 885 tok
prakrititz/relayBrain relay-brain.vercel.app Coordination and context layer for AI coding agents. Shared file locks, live patch sync, a 32 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 5 2,392 tok
nirholas/github-to-mcp nirholas.github.io Convert GitHub repositories to MCP servers automatically. Extract tools from OpenAPI, Grap 32 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 872 tok
signerlabs/shipswift-skills 32 Claude Code 1 394 tok
joestump/claude-plugin-sdd joestump.github.io Spec-Driven Development for Claude Code — ADRs, OpenSpec specs, sprint planning, parallel 32 Claude Code 2 1,446 tok
ivan-magda/swift-security-skill AI agent skill for secure credential storage & cryptography on Apple platforms - Keychain 32 Claude Code, Codex, OpenCode 2 847 tok
matlab/mcp-framework-matlab-production-server mathworks.com Publish MATLAB functions as MCP tools for AI agents using MATLAB Production Server 32 Claude Code 2
julianoczkowski/product-manager A market-driven Product Manager copilot (Agent Skills + Claude Code plugin) based on the P 32 Claude Code, Codex, OpenCode 2 2,073 tok
markmhendrickson/neotoma neotoma.io Shared, governed system of record for human-agent systems 32 Claude Code, Codex, OpenCode 3 1,933 tok
vinvcn/addyosmani-agent-skills-zh This repository is the Simplified Chinese localization of addyosmani/agent-skills. 32 Claude Code, Codex, Gemini CLI, OpenCode 3 2,114 tok
aenix-io/aeman A short-term planning system for engineering teams — keep engineers focused, run daily spr 32 Claude Code 1 1,997 tok
ur-grue/autopunk-media-skills ur-grue.github.io 400+ free AI skills and 9 agents for media professionals — journalists, producers, podcast 32 Claude Code 1 4,869 tok
suiflex/suitest suitest.suiflex.dev Self-hostable, MCP-native testing platform. Manual test management, deterministic runs, op 32 Claude Code, Codex, Gemini CLI, OpenCode 3 4,876 tok
kts982/mcp-sap-gui MCP server for SAP GUI for Windows automation via the SAP GUI Scripting API. 32 Claude Code 3
OutSystems/outsystems-mcp Plugins for the OutSystems remote MCP. 32 Claude Code, Codex, OpenCode 2 3,611 tok
bamboo-nova/meiseki AI Agent Plugin that strips away complex syntax from Japanese documents written by AI and 32 Claude Code 2
sseshachala/conductai conductai.ai Runtime governance for AI agents. Allow, warn, or block every model and tool call before i 32 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 11 5,712 tok
drleadflow/ghl-automation-builder Programmatic GHL workflow builder — reverse-engineered internal API with 95 actions, 93 tr 32 Claude Code 3 1,572 tok
Avick3110/houseCARL Comprehensive data-layer access to your Skyrim SE load order: read any record, author patc 32 Claude Code, Codex, OpenCode 9 1,531 tok
joneqian/claude-skills-suite Claude Skill collection 32 Claude Code 1 1,192 tok
future-architect/uzomuzo-oss Dead code doesn't get patched. Detect abandoned & end-of-life dependencies that SCA tools 32 Claude Code, Codex, GitHub Copilot, OpenCode 37 22,632 tok
svitrix/svitrix-firmware svitrix.github.io 32 Claude Code 14 3,384 tok
Mergifyio/mergify-cli mergify.com Mergify CLI tool 31 Claude Code, Codex, OpenCode 2 3,339 tok
wix/skills Wix Skills 31 Claude Code, Codex, GitHub Copilot, OpenCode 3 455 tok
TT-Wang/memem A Claude Code plugin that gives Claude persistent memory across sessions — stores lessons 31 Claude Code 1 3,907 tok
SimpleEve/eo-skills AI-native software delivery workflow for Claude Code and Codex: design, change, implement, 31 Claude Code, Codex, OpenCode 2 1,265 tok
DumplingAI/mcp-server-dumplingai MCP (Model Context Protocol) server for Dumpling AI 31 Claude Code 1 70 tok
alexanderop/mcp-server-starter-ts A minimal TypeScript starter template for building Model Context Protocol (MCP) servers. 31 Claude Code 3 800 tok
klever-io/mcp-klever-vm MCP server for Klever blockchain smart contract development 31 Claude Code 1 1,840 tok
JeremyDev87/codingbuddy Codingbuddy orchestrates 29 specialized AI agents to deliver code quality comparable to a 31 Claude Code, Codex, GitHub Copilot, OpenCode 15 2,561 tok
advancedcommunities/salesforce-mcp-server MCP server that enables AI assistants to interact with Salesforce orgs through the Salesfo 31 Claude Code 1 1,618 tok
ww-w-ai/super-token-saver Restore prior Claude Code AND Codex sessions with zero LLM calls. Cross-tool session hando 31 Claude Code 1 3,495 tok
cyanheads/workflows-mcp-server npmjs.com Store, query, and create YAML workflow playbooks for LLM agents via MCP. STDIO or Streamab 31 Claude Code, Codex, OpenCode 2 11,856 tok