How real projects configure their agents

43,636 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 agents7,571Claude Code6,627Data and AI3,684Backend and APIs3,492Languages3,401Planning3,221Git and workflow3,179Code review2,740Testing2,368Memory and context2,365Writing and docs2,309DevOps and cloud2,308Research2,298Frontend2,256Security2,015Productivity1,715

All Claude Code31,984 Codex23,196 OpenCode22,145 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,736 Windsurf133 Kiro79

Project Stars Configures Files Always loaded
b3rys/b3rys-team-os An AI team that stays on my Mac. Assign work through Telegram or Slack, and it decides who 13 Claude Code 1 383 tok
githubnext/rig Multi Agent Harness as a Skill 13 Codex, OpenCode 1 1,081 tok
ngthluu/loope Label a GitHub issue ai-agent and loope drives it to a PR with headless Claude Code. State 13 Claude Code 3 339 tok
vincent-k2026/codachi A tamagotchi-style virtual pet that lives in your Claude Code statusline 13 Claude Code 1 1,157 tok
KalarisLabs/Skill-Doctor Deterministic security analysis for agent skill files. 13 Claude Code, Codex, OpenCode 3 1,336 tok
mhlaghari/stuntman Claude doesn't do its own stunts. Plan with Claude, execute with a near-free model, review 13 Claude Code 1 270 tok
abhinaykrupa/cowork-to-code-bridge Let Claude run code on your real machine — safely — from any Claude chat. Bridges Claude C 13 Claude Code 1 1,377 tok
sliday/google-fonts-skill Claude Code skill: Google Fonts typography system generator 13 Claude Code 1 33 tok
huifer/AdSense-Readiness-Benchmark tanstackship.com ARB is a document-first framework for website monetization and AdSense readiness assessmen 13 Codex, OpenCode 1 990 tok
skael-dev/skael skael.dev 13 Claude Code 1 11,322 tok
nemori-ai/cc-master Turn any Code Harness session into a long-horizon master orchestrator — pick the right dyn 13 Claude Code, Codex, OpenCode 11 31,873 tok
zas/mcp-musicbrainz An MCP (Model Context Protocol) server that provides tools for querying the MusicBrainz mu 13 Codex, OpenCode 1 747 tok
open-metadata/ai-sdk Bring Semantics to your AI Agents via the OpenMetadata & Collate AI SDK 13 Claude Code 1 2,448 tok
davidmosiah/whoop-mcp wellness.delx.ai Local-first MCP server for WHOOP recovery, HRV & sleep — Claude, Cursor, ChatGPT ready 13 Codex, OpenCode 1 158 tok
tlennon-ie/neurodock neurodock.org A local-first cognitive substrate for neurodivergent professionals. Gives Claude memory, a 13 Claude Code 51 698 tok
autonomous-ai/autonomous-workshop Autonomous AI inventors that daydream, invent, and make new toys and games around the cloc 13 Claude Code, Codex, OpenCode 2 3,170 tok
Threat-Vector-Security/guardian-agent Local workstation and network security with ContextCypher diagrams, threat analysis and GR 13 Claude Code, Codex, Gemini CLI, OpenCode 3 1,991 tok
laf-rge/quickbooks-mcp MCP server for QuickBooks Online - query, create, and edit accounting data with Claude 13 Claude Code 2 2,227 tok
ndif-team/skills Teach LLMs to use NNSight with Skills 13 Claude Code 1 1,809 tok
Venere-Labs/ragfs venere-labs.github.io A FUSE semantic filesystem for LLM/AI AgentsAgentic FUSE filesystem for LLM agents. Struc 13 Claude Code 1 1,101 tok
eficode/modern-ai-developer-stack The Modern AI Developer Stack a curated list of tools, frameworks, and methodologies for t 13 Codex, OpenCode 1 2,011 tok
beerandcodeteam/worthly-api 13 Claude Code, Codex, Gemini CLI, OpenCode 14 10,763 tok
audrey-560/bookkeeper-starter AI-operated, human-approved bookkeeping for Claude Code — multi-client Google Sheets ledge 13 Claude Code 6 1,067 tok
dominion525/jetdb A pure Rust library for reading Microsoft Access databases (.mdb/.accdb) 13 Claude Code, Codex, OpenCode 2 772 tok
mrhinkle/VibeCoding-a-Website VibeCoding a Website — Build professional websites with AI (Claude Code + Manus). 11 skill 13 Claude Code 21
devstefancho/skills claude-plugins.stefancho.dev 13 Claude Code, Codex, OpenCode 2 1,369 tok
s2-streamstore/tailsurf tail.surf Streaming gists for live work, build output, and agent conversations. 13 Codex, OpenCode 1 161 tok
mathruffian-dot/clasp-gas-skill A cross-agent clasp + Google Apps Script integration skill (Claude Code / ChatGPT App / op 13 Codex, OpenCode 1 403 tok
Guing/xhs-downloader-skill A Xiaohongshu (Xiaohongshu/Red) content download Skill supporting multiple AI coding assis 13 GitHub Copilot 1 1,051 tok
cobusgreyling/harness-foundry cobusgreyling.github.io Composable harness runtime for production agents — primitives, traces, evolution, outerloo 13 Codex, OpenCode 1 52 tok
agentic-development/adev-plugin Agentic Development Framework plugin for Claude Code — full lifecycle methodology for AI-a 13 Claude Code 2 3,264 tok
NYBaywatch/AgrusScanner 13 Claude Code 1
tunglt1810/figma-mcp-go Local Figma MCP integration 13 Claude Code 2 115 tok
faborsky/sklik-ppc-app 13 Claude Code 1 3,185 tok
tarekmo0/HunterStick A persistent context and fieldcraft system for AI-assisted bug bounty hunting. 13 Claude Code, Codex, OpenCode 37 7,495 tok
nthnclrk/enablement-skills enablementskills.md A reusable library of revenue enablement skills for coaching, messaging, launches, program 13 Codex, OpenCode 1 1,430 tok
sergiocarracedo/skill-organizer skill-organizer.sergiocarracedo.es CLI tool to organize your skills in folders 13 Claude Code, Codex, OpenCode 10 1,371 tok
GxBrasilNOficial/GeneXus-XPZ-Skills Arquivos .md sobre Genexus 13 Codex, OpenCode 2 4,060 tok
DoRmAmMu1997/My-Algo-Trading-Code Python algorithmic trading suite: signal generators, backtests, and a multithreaded paper- 13 Claude Code, Codex, OpenCode 2 11,146 tok
wyattjoh/herdr-plugin-renamer Renames an auto-generated herdr worktree branch and workspace from the agent's first promp 13 Claude Code, Codex, OpenCode 2 3,035 tok
Douiuiuiz/codex-micro-waveshare Codex Micro-compatible wireless controller for ChatGPT running on Waveshare ESP32-S3-Touch 13 Codex, OpenCode 1 688 tok
maxkuminov/obsidian-mcp Self-hosted MCP server for Obsidian: semantic + full-text search, wikilink graph, note CRU 13 Claude Code 1 3,811 tok
abuiles/agents-kanban AgentsKanban is a Cloudflare Workers application for multi-repo task orchestration with a 13 Claude Code, Codex, OpenCode 2 427 tok
teableio/agent-skills 13 Claude Code, Codex, OpenCode 2 2,029 tok
martinzokov/open-conclave AI agents conclave 13 Claude Code, Codex, OpenCode 5 584 tok
2kDarki/codex-mem A Codex plugin that automatically captures everything Codex does during your coding sessio 13 Codex, OpenCode 1 933 tok
ietf-wg-acme/draft-ietf-acme-dns-persist ietf-wg-acme.github.io 13 Codex, GitHub Copilot, OpenCode 2 3,775 tok
RayFernando1337/ray-fernando-actions-templates Reusable GitHub Actions workflow templates: self-hosted macOS verify gate, Cursor review p 13 Codex, OpenCode 1 3,599 tok
webdriverio/desktop-mobile Integration services for cross-platform testing with WebdriverIO 13 Claude Code, Codex, OpenCode 3 2,544 tok
iashutoshtiwari/qwarp aur.archlinux.org An unofficial Linux GUI client for Cloudflare Warp 13 Claude Code, Codex, OpenCode 2 2,083 tok