How real projects configure their agents

23,799 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 agents8,544Claude Code6,892Git and workflow3,622Data and AI3,580Backend and APIs3,558Languages3,492Planning3,321Code review2,907Testing2,690DevOps and cloud2,489Writing and docs2,484Memory and context2,374Research2,321Frontend2,311Security2,178Project management1,971

All Claude Code32,539 Codex24,879 OpenCode23,799 GitHub Copilot3,723 Gemini CLI2,040 Cursor1,772 Windsurf202 Kiro116

Project Stars Configures Files Always loaded
synmux/myriad wonderful stuff which may or may not be of use to anyone else 3 Claude Code, Codex, OpenCode 2 1,497 tok
2023Anita/clinical-ai-agent-skills Evidence-first AI agent rules for clinicians using Codex, Claude Code, Cursor, Copilot, an 3 Claude Code, Codex, GitHub Copilot, OpenCode 3 966 tok
atmosware/praxia-agents 3 Claude Code, Codex, OpenCode 27 1,771 tok
ayimmam/PCIC pcic.tech Internal Management tool 3 Codex, GitHub Copilot, Cursor, OpenCode 4 1,612 tok
omtodkar/librarian AI coding assistant skill for 7 platforms. Turn your project into a searchable knowledge b 3 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 4,194 tok
nassimna/karpathy-guidelines Cross-agent Karpathy-inspired behavioral guidelines for Claude Code, Codex, Cursor, and Ge 3 Claude Code, Codex, Gemini CLI, OpenCode 3 1,564 tok
lazysheep-z/apdr-product-design-runtime AI Product Design Runtime by Joker — from requirements to frontend code, powered by 5 MCP 3 Codex, OpenCode 1 947 tok
vepo/contraponto blogs.commit-mestre.dev Self-hostable multi-author blog platform built with Quarkus, HTMX, and PostgreSQL. Per-use 3 Claude Code, Codex, Cursor, OpenCode 22 3,706 tok
Brainy-Builds/ts-inspect-cli A read-only TypeScript semantic inspection CLI built on ts-morph 3 Claude Code, Codex, OpenCode 2 1,488 tok
sykopad/initra initra.vercel.app AI-powered project bootstrapping platform that generates tailored IDE agent configuration 3 Claude Code, Codex, OpenCode 5 11,009 tok
systemfsoftware/constitution systemfsoftware.com The engineering constitution for unbreakable software — functional core / imperative shell 3 Claude Code, Codex, OpenCode 2 1,850 tok
hemp-dev/quietscope Defensive local security audit tool for macOS, Linux, and Windows. Zero telemetry, zero ne 3 Codex, OpenCode 1 49 tok
mturac/skill-hunter Pre-execution layer that makes agents check for existing skills before building from scrat 3 Claude Code, Codex, OpenCode 2 1,477 tok
sanzharal/filedropbot Self-hosted Telegram bot — bidirectional phone↔server file drop for AI agents 3 Codex, OpenCode 1 572 tok
Enovatr-Labs/SpecRoute Open source framework for spec-driven agentic software engineering. PRDs, prompts, agents, 3 Claude Code, Codex, Gemini CLI, Kiro, OpenCode 10 3,768 tok
dakimura/guff A blazing-fast golangci-lint compatible Go linter 3 Codex, OpenCode 1 200 tok
Coderrob/backstage-mcp-server A production-ready, enterprise-grade Model Context Protocol (MCP) server that exposes the 3 Codex, OpenCode 1 348 tok
zhdenny/bar-assistant-mcp-server 3 Codex, OpenCode 1 2,011 tok
yashodhank/whmcs-mcp-server 3 Claude Code, Codex, Cursor, OpenCode 3 5,025 tok
PLAID-lib/plaid-mcp-server MCP server for converting datasets 3 Codex, OpenCode 1 1,205 tok
print-yuhuan/QQ-MCP-Server 3 Claude Code, Codex, OpenCode 2 2,952 tok
rediche/skills Simple, focused agent skills for planning, implementation flow, and QA. 3 Codex, OpenCode 1 55 tok
igor-holt/openclaw-skills Production OpenClaw / ClawHub skills by Igor Holt (Genesis Conductor). Persistent state fo 3 Codex, OpenCode 1 697 tok
lowspeclabs/Proxmox-Manager-Agent-Skill Opensource Agent Skills 3 Codex, OpenCode 1 1,728 tok
lucsedirae/agent_skill_library A library of Claude skills 3 Codex, OpenCode 1 178 tok
akshay5995/agent-skill-evals akshay5995.github.io Agent Skill Evals helps you test agent skills with Promptfoo. 3 Codex, OpenCode 1 663 tok
kellykampen/agent-skills Reusable Claude Code agent skills — orchestration, code review, and workflow automation. 3 Codex, OpenCode 1 293 tok
msobczyk-x/agent-skills Cross-agent coding skills for simplifying diffs, refactoring, pragmatic reviews, and plann 3 Codex, OpenCode 1 966 tok
delacournz/agent-skills 3 Claude Code, Codex, OpenCode 2 1,807 tok
sajeetharan/angular-agent-kit sajeetharan.github.io A collection of skills for AI coding agents working with Angular. Skills are packaged inst 3 Codex, OpenCode 1 689 tok
fikrilal/engineering-agent-skills Portable Agent Skills for understanding, designing, and evolving software systems 3 Codex, OpenCode 1 150 tok
marcos2872/agents-config Configuração pessoal do pi coding agent — agentes, skills e extensões 3 Codex, OpenCode 1 1,686 tok
wanggang316/you-skill youskill.cc Keep Your Agent Skills Organized 3 Codex, OpenCode 1 1,084 tok
frowang-ai/paper-agent-skills 3 Codex, OpenCode 1 642 tok
asherzj/ashers-agent-skills Chinese research and development processes and composable engineering Skills for Coding Ag 3 Codex, OpenCode 1 1,201 tok
curtisgalloway/public-skills Reusable agent skills for Claude Code and other agentic coding tools 3 Codex, OpenCode 1 1,103 tok
devantler-tech/agent-plugins Tool-neutral agent-plugin marketplace — maintained and curated skills, MCP servers and age 3 Claude Code, Codex, OpenCode 2 5,925 tok
ReScienceLab/TrySkills tryskills.sh One URL to try any agent skill — powered by Hermes Agent 3 Claude Code, Codex, OpenCode 28 2,750 tok
Lzy599775/agent-auto-sci-skills lzy599775.github.io Auto-sci-research: End-to-end research writing, literature reviews, bibliometrics, GIS exp 3 Codex, GitHub Copilot, OpenCode 2 2,013 tok
SidekicksStudio/marketing-agency-in-a-box Marketing Agency in a Box — 40+ AI agent skills for agencies and founders. Built on coreyh 3 Claude Code, Codex, OpenCode 2 2,243 tok
vaquarkhan/Fullstack-development-agent-skills Full stack development agent skills are portable packages of instructions, scripts, and re 3 Claude Code, Codex, GitHub Copilot, Kiro, OpenCode 14 1,067 tok
qte77/claude-code-plugins qte77.github.io A Claude Code plugin marketplace providing skills, rules, and scripts extracted from a pro 3 Claude Code, Codex, OpenCode 3 906 tok
djimit/overheid-plugins Centrale catalogus van Claude Code plugins voor de Nederlandse overheid 3 Codex, OpenCode 1 1,254 tok
SyntaxArc/archipy-plugin syntaxarc.github.io Cursor and Claude Code plugin: rules, skills, and commands for building apps with ArchiPy 3 Claude Code, Codex, OpenCode 1 942 tok
lancewillett/ai-plugins Lance's AI skills, agents, commands, etc. By convention, works with Claude and Codex both. 3 Claude Code, Codex, OpenCode 2 250 tok
AaronGoldsmith/mcp-printable MCP server for AI-driven 3D modeling and print validation (FDM-focused). Agent-agnostic; w 3 Claude Code, Codex, OpenCode 6 3,519 tok
sandraschi/logic-analyzer-mcp FastMCP 3.2+ USB logic analyzer MCP with sigrok backend and fleet webapp 3 Codex, OpenCode 1 496 tok
shenyuexin/mobile-e2e-mcp AI-first mobile E2E MCP orchestration 3 Claude Code, Codex, OpenCode 8 2,053 tok
Leev1s/aa-mcp MCP server wrapping the Artificial Analysis public API. Enables AI agents to query LLM and 3 Codex, OpenCode 1 571 tok
jonpspri/databeak jonpspri.github.io Model Context Protocol server providing 40+ specialized CSV data manipulation tools for AI 3 Claude Code, Codex, OpenCode 3 1,609 tok