How real projects configure their agents

44,954 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
DeepL/deepl-cli deepl.com DeepL CLI is a comprehensive, developer-friendly command-line tool that integrates DeepL's 51 Claude Code 1 2,869 tok
dylantarre/design-system-skills Design system skills for agentic coding 51 Claude Code 1 486 tok
sandraschi/calibremcp Calibre library automation via FastMCP — metadata, shelves, RAG, ai workflows. Plus webapp 51 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 6 1,763 tok
cobusgreyling/goal-engineering cobusgreyling.github.io The canonical reference for Grok Build CLI /goal — run-until-done objectives, patterns, ve 51 Claude Code, Codex, OpenCode 4 401 tok
netlify/context-and-tools 51 Claude Code 2 1,720 tok
microsoft/agent365-skills AI coding skills for Microsoft Agent 365 — transform agents into AI Teammates with Teams h 51 Claude Code, Codex, GitHub Copilot, OpenCode 3 22,384 tok
emlai/defi-native-skill Agent Skill that makes your AI crypto-native with an understanding of onchain capital mark 51 Codex, OpenCode 1 689 tok
aladicf/better-web-ui better-web-ui is a web frontend design skill library for AI coding agents. 51 Claude Code, Codex, OpenCode 34 2,096 tok
zmylol/MiniClaude MiniClaude is a lightweight Claude Code-style terminal AI programming assistant supporting 51 Claude Code 1 1,336 tok
amirkiarafiei/open-scholar-peer arxiv.org Open ScholarPeer: Implementation of DeepMind's ScholarPeer Protocol for AI Peer-Review. Us 51 Claude Code, Codex, Kiro, OpenCode 6 9,714 tok
MikeyPetrillo/Agent402 agent402.tools agent402.tools: 500+ pay-per-call tools, metered models and finished reports for AI agents 51 Claude Code, Codex, Cursor, OpenCode 7 6,292 tok
glukicov/slideops medium.com Turn a repository into a slide deck that tells you when it stops matching the code 51 Claude Code, Codex, OpenCode 2 1,328 tok
cartridge-gg/slot docs.cartridge.gg A toolchain for rapidly spinning up Katana and Torii instances. Play test your game in sec 51 Claude Code, Codex, OpenCode 6 869 tok
treyhunner/dotfiles My dotfiles 51 Claude Code, Codex, OpenCode 2 838 tok
majorcontext/moat majorcontext.com Run agents in containers with credential injection and full observability. 51 Claude Code 5 3,199 tok
Smith42/astroPT discord.gg Transformer based foundation model for astronomy 51 Codex, OpenCode 1 305 tok
ballerina-platform/ballerina-vscode To keep Ballerina VSCode plugin related issues, discussions, etc. 51 Claude Code, Codex, OpenCode 2 3,631 tok
nondual-agents/nondual nondual.cloud The address book for AI agents: Nondual gives all your agents one shared record for every 50 Codex, OpenCode 1 2,229 tok
HuTa0kj/vetix Vetix — Automated scanning, identification, and assessment of SKILL security risks, based 50 Codex, OpenCode 1 1,426 tok
paiml/rust-mcp-sdk paiml.github.io Pragmatic AI Labs MCP SDK 50 Claude Code 3 12,392 tok
oliverearl/nes-php-glfw An NES emulator written in PHP 8.5 using the OpenGL GLFW extension. 50 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 4 13,704 tok
marc-shade/Ollama-Workbench A comprehensive platform for managing, testing, and leveraging Ollama AI models with advan 50 Claude Code 1 2,035 tok
ALGOREX-PH/StellarX-Workshop-Template-2026 50 Claude Code 1 724 tok
chojondocho/vowline A compact operating covenant for AI agents. 50 Codex, OpenCode 1 447 tok
xiaobei930/cc-best xiaobei930.github.io 🎭 cc-best: Turn Claude Code into a full dev team — PM→Lead→Dev→QA autonomous workflow. 44 50 Claude Code 2 1,281 tok
albertobarnabo/lazy-cat Claude Code skills for developers who code like cats — never more effort than the problem 50 Claude Code 1 193 tok
sidarora28/build-with-claude-code 50 Claude Code 1 1,006 tok
jonathan-vella/apex-accelerator apexops.pro Starter template for APEX. Contains custom Copilot agents, Azure Pricing MCP server, and a 50 Codex, GitHub Copilot, OpenCode 28 31,886 tok
vvselijah/Claudegram @elijahaifl on instagram built out the steps to have any claude environment recreate your 50 Claude Code 3 721 tok
jnorthrup/conductor2 Conductor is a Gemini CLI extension that allows you to specify, plan, and implement softwa 50 Claude Code, Codex, GitHub Copilot, OpenCode 3 234 tok
collaborative-deep-research/agent-papers-cli 50 Claude Code 5 909 tok
BUNotesAI/ghostty-dev 50 Codex, OpenCode 1 273 tok
wuding129/agentClaw Make openclaw`s agents for multiusers,just a agent platform for small teams. 50 Claude Code 1 4,566 tok
coleam00/ai-coding-summit-workshop-2 Exercises and resources for the AI Coding Summit 2026 workshop: Advanced Claude Code Techn 50 Claude Code 9 —
mergesort/Broadcast build.ms Simple and composable logging for Swift apps, servers, and coding agents. 50 Claude Code, Codex 1 —
chafan-dev/chafan-pwa cha.fan PWA for Chafan 50 Claude Code 1 1,250 tok
coolapso/tfimport tfimport.coolapso.sh Automatically import infrastructure to tfstate 50 Codex, OpenCode 1 2,044 tok
electricsheephq/evaos-code-review-bot-neondiff neondiff.com Stop giving away your code. NeonDIFF is your local-first AI PR reviewer for teams that wan 50 Codex, OpenCode 1 1,170 tok
mimilabs/hccinfhir mimilabs.github.io HCC Algorithm that works with FHIR and 837 50 Claude Code 1 8,324 tok
IgniteUI/igniteui-mcp-testbed 50 Claude Code 1 18,974 tok
zazencodes/random-number-mcp Production-ready MCP server that provides LLMs with essential random generation abilities, 50 Claude Code, Codex, OpenCode 2 832 tok
vicarious11/agenttop htop for AI coding agents — monitor token usage, costs, and workflows across Claude Code, 50 Claude Code 1 1,444 tok
richardwhiteii/rlm Recursive Language Model patterns for Claude Code — handle massive contexts (10M+ tokens) 50 Claude Code 3 —
levindixon/tengu_spinner_words 50 Claude Code 1 442 tok
mcp360/mTarsier mcp360.ai mTarsier - The Open Source MCP & Skill Manager for Claude, Cursor, VS Code & any AI client 50 Claude Code, Codex, OpenCode 2 1,591 tok
richkuo/rk-skills Claude Code workflow skills — GitHub issue/PR/release automation and Fable-driven planning 50 Claude Code, Codex, OpenCode 2 2,813 tok
Marc-Moeller/aicms aicms.one AICMS — the AI-native CMS built for AI agents. AICMS lets an agent run 100% of your websit 50 Codex, OpenCode 1 4,958 tok
luanmorenommaciel/uc-transact-co 50 Claude Code, Codex, OpenCode 2 430 tok
majesticlabs-dev/majestic-marketplace 50 Claude Code, Codex, OpenCode 9 2,974 tok
ossa-ma/double double (dostoevsky reference) local memory system for agents 50 Claude Code 13 —