How real projects configure their agents

23,761 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 agents8,530Claude Code6,887Git and workflow3,618Data and AI3,582Backend and APIs3,558Languages3,485Planning3,325Code review2,903Testing2,691DevOps and cloud2,482Writing and docs2,481Memory and context2,373Research2,322Frontend2,310Security2,179Project management1,971

All Claude Code32,523 Codex24,842 OpenCode23,761 GitHub Copilot3,723 Gemini CLI2,038 Cursor1,771 Windsurf201 Kiro116

Project Stars Configures Files Always loaded
lindblomstefan/skills-library Claude Code skill — guided interview that recommends AI skills for your repo or team. Inst 5 Codex, OpenCode 1 225 tok
voidtype/slsk_mcp 5 Claude Code, Codex, OpenCode 2 581 tok
nworks3d/THOR-memory-bible-for-AI A memory for your AI coding assistant. It keeps what you tell it and hands the right note 5 Codex, OpenCode 1 3,990 tok
ondeinference/onde-cli ondeinference.com Fine-tune, quantize, and publish your model all from your Apple silicon devices. I meant m 5 Claude Code, Codex, OpenCode 5 12 tok
abrookins/easy-mcp-proxy a simple MCP proxy that allows customizing sets of tools an LLM should see 5 Codex, OpenCode 1 1,377 tok
nikosavola/k-ruoka-mcp nikosavola.github.io MCP server for managing K-Plussa account's K-Ruoka (Finnish grocery) shopping cart from an 5 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,937 tok
mishan/assetto-mcp MCP server that turns an AI assistant into your race engineer for Assetto Corsa — records 5 Claude Code, Codex, OpenCode 2 129 tok
matematicsolutions/mcp-eureka MCP server for Polish tax interpretations (KIS/MF) via EUREKA (eureka.mf.gov.pl). 550k+ do 5 Claude Code, Codex, OpenCode 2 953 tok
StepFunctionLLC/mcp-server-cantera An MCP server wrapped around Cantera to facilitate use by an LLM 5 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,463 tok
dgutierrez1/concurrent-playwright-mcp 5 Codex, OpenCode 1 1,312 tok
trilitech/octez-manager 5 Claude Code, Codex, OpenCode 11 4,662 tok
antosubash/SimpleModule app.simplemodule.dev 5 Claude Code, Codex, OpenCode 15 4,172 tok
chatman-media/lead-engine exchanges.agency AI sales-funnel engine — Telegram, WhatsApp & web widget, RAG, visa pipeline, admin UI, Po 5 Claude Code, Codex, OpenCode 17 4,628 tok
tbuczen/LARPilot larpilot.com App for aiding the process of creating and managing LARPs 5 Claude Code, Codex, OpenCode 4 7,156 tok
AhmedAlnasser2000/REZANOVA-CAS-CALCULATOR Rezanova CAS CLASSWIZ (or simply Rezanvoa CAS) is an open-source symbolic calculator and 5 Claude Code, Codex, Gemini CLI, OpenCode 3 5,736 tok
oligamiq/wasi_virt_layer WASI virtualization layer. WASI bin can be made to run at high speed. 5 Codex, Gemini CLI, OpenCode 2 1,360 tok
drujensen/aiagent Build an AI Agent using Go Language 5 Claude Code, Codex, OpenCode 41 3,484 tok
lionshilov/Forge From raw idea to shipped MVP with a team of specialist AI agents inside Claude Code. Zero 5 Claude Code, Codex, OpenCode 22 2,830 tok
jmalovera10/excanon Elixir Rule Engine 5 Claude Code, Codex, OpenCode 26 1,502 tok
kamiletar/letar forms.letar.best Open workshop: schema-driven forms for React, Vue and Angular (@letar/forms), plus a monor 5 Claude Code, Codex, OpenCode 7 5,785 tok
MoonCellar-Team/MoonCellar mooncellar.space Game tracking database with a wheel of fortune — Next.js 16, React 19, TypeScript 5 Claude Code, Codex, OpenCode 12 5,077 tok
0xSoftBoi/suwappubot suwappu.bot Cross-chain DEX infrastructure for humans and AI agents — swap tokens across 14 chains via 4 Claude Code, Codex, OpenCode 44 6,340 tok
jovandyaz/knowtis-app knowtis.app Collaborative notes with an AI that reads, edits, and studies alongside you. 4 Claude Code, Codex, OpenCode 13 826 tok
cockroachdb/claude-plugin CockroachDB development plugin for Claude 4 Claude Code, Codex, OpenCode 2 754 tok
AeonusOvO/claude-dock-control-panel Open-source Windows desktop control panel: unified management of PowerShell, Claude Code, 4 Codex, OpenCode 1 815 tok
syf2211/ruledoctor skills.sh Agent Skill: read CLAUDE.md & project rules before coding. Optional CLI audit + hooks. Cla 4 Claude Code, Codex, OpenCode 4 215 tok
klodr/mercury-invoicing-mcp Mercury Banking MCP server with full Invoicing API support. Read accounts/transactions and 4 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,618 tok
webkubor/kyvault webkubor.github.io 🔐 Local encrypted key management CLI—AES-256-GCM with purely local storage; AI only recei 4 Codex, OpenCode 1 339 tok
kainulla/skillfire npmjs.com Will your SKILL.md win the routing race, or get cannibalized by the skills people already 4 Codex, OpenCode 1 159 tok
fullstackdegen/agent-audit npmjs.com Turn Lighthouse audits into coding-agent tasks. 4 Claude Code, Codex, OpenCode 2 1,113 tok
Kolonie-AI/kolonie-platform Kolonie AI platform monorepo — domain model, API, MCP, task engine, academy verifiers, coi 4 Codex, OpenCode 1 11,032 tok
Warmplane/warmplane A Local Control Plane for Deterministic, Token-Efficient MCP Operations 4 Claude Code, Codex, OpenCode 3 1,157 tok
me9rez/llm-vision-mcp Give text models eyes: an MCP Server that uses OpenAI-compatible vision models (Tongyi Qia 4 Codex, OpenCode 1 566 tok
hanzhangzzz/burnkit npmjs.com AI coding workflow pressure toolkit — Claude Provider Router, iTerm2 Tab Color, Burn AI 4 Claude Code, Codex, OpenCode 2 416 tok
yunsii/wezdeck wezdeck.vercel.app A flight deck for your AI agents — multi-agent terminal platform built on WezTerm + tmux + 4 Claude Code, Codex, OpenCode 6 5,705 tok
V-Songbird/foundry ⚒️ Three Claude Code plugins: foreman keeps the plan, hush cuts the chatter, razor stops t 4 Claude Code, Codex, OpenCode 4 4,232 tok
yzy593409-lgtm/agent-ready Score and bootstrap repositories for AI coding agents. 4 Codex, OpenCode 1 208 tok
LoserLab/eyes-peeled x.com Eyes Peeled is a Claude skill that validates WCAG color accessibility compliance and gener 4 Codex, OpenCode 1 310 tok
zapgun-ai/clawback clawback.md Tokenmaxxing Gateway for Claude Code 4 Claude Code, Codex, OpenCode 2 6 tok
cyanseek/dsh-native-playbook Task-aware native capability manager for DeepSeek Harness — use, prepare, and verify built 4 Codex, OpenCode 1 919 tok
disruptionjoe/caret Caret^ cuts repeated agent instructions down to compact notation. Across our sample set, 4 Codex, OpenCode 1 458 tok
kairoz9/dsh-mcp-admin dsh plugin for MCP status inspection and server management | dsh's MCP status viewing and 4 Claude Code, Codex, OpenCode 2 1,160 tok
raunakkathuria/operance operance.dev Local-first AI desktop action layer for controlling your computer with natural language. 4 Codex, OpenCode 1 2,353 tok
prototypdigital/bluetemberg prototypdigital.github.io AI coding standards shipped like a dependency. Version-locked, integrity-verified, signed, 4 Claude Code, Codex, OpenCode 6 1,070 tok
sshkeda/pi-council Multi-model AI council — spawn Claude, GPT, Gemini, and Grok as parallel coding agents to 4 Claude Code, Codex, OpenCode 2 613 tok
wallidsaydi-creator/HOM-AIMOS hom.autos Local-first security and long-term memory backend for AI agents, with signed provenance, O 4 Codex, OpenCode 1 231 tok
dryvist/ai-workflows Reusable AI agent workflows that run 24/7 — issue triage, code cleanup, multi-repo orchest 4 Claude Code, Codex, GitHub Copilot, OpenCode 3 3,021 tok
pbrudny/my-family-bot medium.com Family Tree AI Assistant — GEDCOM → Neo4j → Multi-Agent AI → Web + WhatsApp 4 Claude Code, Codex, OpenCode 2 2,180 tok
monotykamary/dsh-factory npmjs.com Durable dependency-graph task factory for DeepSeek Harness: recurring Agent work, safe che 4 Codex, OpenCode 1 336 tok
N4M3Z/forge-core Module-building skills for your AI ecosystem — build skills, build agents, architect repos 4 Claude Code, Codex, Gemini CLI, OpenCode 3 3,271 tok