How real projects configure their agents

24,815 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 agents8,505Claude Code6,886Git and workflow3,611Data and AI3,580Backend and APIs3,556Languages3,487Planning3,327Code review2,899Testing2,686Writing and docs2,480DevOps and cloud2,479Memory and context2,375Research2,323Frontend2,308Security2,172Project management1,965

All Claude Code32,517 Codex24,815 OpenCode23,733 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,770 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
dragginzgame/canic Application framework and orchestration system for Rust applications on the Internet Compu 9 Codex, OpenCode 1 3,853 tok
nullskymc/Aurevoy Personal AI agent — tell it what you want, it figures out how. Runs locally, plans autono 9 Codex, OpenCode 1 1,398 tok
KunCheng-He/kk-ai Some public skills used while working with opencode and pi, along with skills and agents I 9 Codex, OpenCode 1 1,415 tok
jexists/SKN30-FINAL-1Team-dev 9 Claude Code, Codex, OpenCode 7 491 tok
sukirman1901/frontend-expert Frontend Expert — chat-first agent skills for shipping product web UI (tokens, anti-slop, 9 Claude Code, Codex, OpenCode 2 3,280 tok
hjertefolger/Root_Operator Personal AI assistant for macOS powered by Claude Code channels 9 Claude Code, Codex, OpenCode 2 4,649 tok
joshuaboys/gx A fast git projects manager. Clone, jump, and organise repos from the terminal. 9 Claude Code, Codex, OpenCode 4 1,008 tok
TaoELi/MaxwellLink maxwelllink.org A flexible framework for self-consistent EM-molecular simulations, powered by AI agent ski 9 Claude Code, Codex, Gemini CLI, OpenCode 3 755 tok
regenrek/oplink-mcp oplink.instructa.ai easy workflows for mcp tools 9 Claude Code, Codex, Cursor, OpenCode 12 29 tok
ValentinDutra/pr-map Turn a GitHub pull request into an interactive map and review it from your browser. A Clau 9 Codex, OpenCode 1 815 tok
axel-pm/watch-n-learn Turn a how-to video into a reusable skill for your AI coding agent — watched locally, no A 9 Claude Code, Codex, OpenCode 1 628 tok
itaywol/adeptability pkg.go.dev Cross-harness AI skill portability CLI. Author an agent skill once, sync it into Claude Co 9 Codex, OpenCode 1 10 tok
codician-team/growmos codician-team.github.io 🪐 Growmos: A new approach to agentic AI—a living system expanding its knowledge like the 9 Claude Code, Codex, OpenCode 5 1,213 tok
wandb/weave-claude-code Claude Code plugin that traces sessions, tool calls, and subagents to W&B Weave for observ 9 Claude Code, Codex, OpenCode 2 1,168 tok
Himanshu507/cgcone cgcone.com npm for AI CLIs - install MCP servers across Claude Code, Gemini CLI, Codex, Copilot 9 Claude Code, Codex, OpenCode 2 79 tok
duthaho/skillhub Give Claude Code a memory and make it cite its sources — keyless skills for research, dail 9 Claude Code, Codex, OpenCode 1 1,118 tok
kensaurus/cursor-kenji skills.sh You say the job; the playbook runs. 143 agent skills + 55 commands for Cursor, Claude Code 9 Codex, OpenCode 1 469 tok
SFHAJJI/lex law.soufien.lu Point-in-time Luxembourg and reviewed EU law: exact article history, deterministic keyword 9 Claude Code, Codex, OpenCode 2 741 tok
phonowell/invoke-opencode-acp Claude Code CLI skill that delegates complex tasks to an OpenCode subagent via ACP protoco 9 Claude Code, Codex, OpenCode 2 731 tok
TonyCasey/lisa Persistent memory for Claude Code - powered by Graphiti knowledge graphs 9 Claude Code, Codex, OpenCode 2 8,919 tok
JordanGunn/nunchuck [DEPRECATED] Nunchuck skills, bow hunting skills, agent skills... 9 Codex, OpenCode 1 137 tok
gaelic-ghost/apple-dev-skills Apple Dev Agent Workflows | Now -> gaelic-ghost/socket 9 Codex, OpenCode 1 647 tok
ayhammouda/mentor Claude skill for official-first, dependency-ordered learning paths for technical topics. 9 Claude Code, Codex, OpenCode 2 1,529 tok
powabase-ai/agent-skills docs.powabase.ai Agent Skills that help AI coding assistants build on Powabase — the AI Backend-as-a-Servic 9 Claude Code, Codex, Gemini CLI, OpenCode 3 1,170 tok
mythkiven/figma-ios-codegen Figma to iOS UIKit codegen: deterministic data package + Agent skills (Cursor/Claude) for 9 Claude Code, Codex, OpenCode 2 1,965 tok
choi138/toki toki.choi138.com macOS menu bar app for tracking token usage, active work time, and costs across AI coding 9 Claude Code, Codex, OpenCode 3 1,581 tok
oghie/skillsets My personal collection of agent skills for software, security, product and research engine 9 Codex, Gemini CLI, OpenCode 2 734 tok
atomchung/fomo-kernel Weigh a trade against your own notes and your recorded book before you make it — or review 9 Claude Code, Codex, OpenCode 4 2,067 tok
risingwavelabs/agent-skills go.risingwave.com Agent Skills for RisingWave. 9 Claude Code, Codex, OpenCode 2 1,074 tok
olgunozoktas/livewire-alpine-skills Agent Skills for Laravel Livewire v4 + Alpine.js v3. Recipes EXECUTED against a real insta 9 Codex, OpenCode 1 77 tok
spelcc/gate spel.cc Spel Gate : your local MCP Gateway 9 Codex, OpenCode 1 1,109 tok
tumf/fastmcp-gsuite MCP server for Gmail, Google Calendar, and Google Drive integration using fastmcp. Support 9 Claude Code, Codex, Cursor, OpenCode 8 822 tok
ankit-verma-209171/android-docs-mcp npmjs.com An MCP (Model Context Protocol) server that gives AI agents direct access to [developer.an 9 Codex, OpenCode 1 486 tok
yutakobayashidev/ava ava-dusky-gamma.vercel.app Automatically share development progress to Slack through AI. MCP-powered task reporting w 9 Claude Code, Codex, OpenCode 3 2,220 tok
Global-Slice/claude-plugin Claude Code plugin marketplace for Slice — cap table, equity, compliance, and MCP integrat 9 Claude Code, Codex, OpenCode 1 800 tok
getzikra/Zikra zikra.dev Persistent memory MCP server for Claude Code — self-hosted, n8n + PostgreSQL + pgvector. N 9 Codex, OpenCode 1 1,106 tok
freibergergarcia/phone-a-friend CLI relay for AI coding agents. Connect Claude Code, Codex, Gemini, Antigravity, OpenCode, 9 Claude Code, Codex, OpenCode 2 19,867 tok
rob-balfre/dryui dryui.dev 160+ components and theme controls, plus a CLI, MCP, and feedback engine to keep AI on tra 9 Claude Code, Codex, OpenCode 2 1,624 tok
elad12390/web-research-assistant MCP server for SearXNG with 13 production-ready tools for web search, package info, GitHub 9 Codex, OpenCode 1 134 tok
alphaparkinc/canlah-ai-skill GenPark skill: Integrate CANLAH AI's Style Genome and multi-agent business suite for marke 9 Claude Code, Codex 1 —
bocan/codex A wiki and document store built with React + Express. Organize markdown files in folders w 9 Claude Code, Codex, GitHub Copilot 3 2,462 tok
lim5max/poolstatis poolstatis.xyz Agent-native product analytics for coding agents 9 Claude Code, Codex, OpenCode 6 4,612 tok
open-latch/latch Run more agents with less babysitting. latch holds every agent to your own ratified decisi 9 Codex, Cursor 9 —
HumanBean17/jrag A rag + rag-graph native code intelligence layer for Java microservice estates, exposed to 9 Claude Code, Codex, OpenCode 16 950 tok
leter/claude-code-in-action Official Claude Code in Action course in Chinese / Chinese-localized Claude Code course 9 Codex, OpenCode 1 757 tok
tohsaka888/trading-mcp MCP service designed for stock quantitative agents 9 Claude Code, Codex 2 —
redscaresu/goldfinger SRE toolkit for managing repos in github at scale 9 Claude Code, Codex, OpenCode 2 1,715 tok
Juwon1405/agentic-dart findevil.devpost.com Agentic-DART — autonomous detection & response agent. Architecture-first, not prompt-first 9 Claude Code, Codex, OpenCode 2 2,541 tok
rexleimo/LoopForge os.rexai.top Open-source Agent OS in Rust for long-running autonomous workflows: memory, tool sandboxin 9 Codex, OpenCode 1 453 tok
anthillnet/sinain-hud Ambient intelligence that sees what you see, hears what you hear, and acts on your behalf 9 Claude Code, Codex, OpenCode 3 4,654 tok