How real projects configure their agents

43,579 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 agents7,541Claude Code6,614Data and AI3,687Backend and APIs3,492Languages3,397Planning3,211Git and workflow3,159Code review2,735Memory and context2,362Testing2,357DevOps and cloud2,306Writing and docs2,299Research2,296Frontend2,252Security2,009Productivity1,710

All Claude Code32,137 Codex23,307 OpenCode22,079 GitHub Copilot3,547 Gemini CLI1,916 Cursor1,738 Windsurf121 Kiro77

Project Stars Configures Files Always loaded
whanyu1212/gem-dota whanyu1212.github.io Python replay parser for Dota 2 139 Claude Code, Codex, OpenCode 2 7,174 tok
isaachinman/encephalon Durable, repository-local memory for coding agents, stored as Git-mergeable JSON and index 139 Codex, OpenCode 1 1,169 tok
go-to-k/cdkd Drop-in CDK CLI for existing CDK apps — up to 15x faster deploys via direct AWS SDK calls 138 Claude Code 23 9,796 tok
Mark393295827/third-brain-v7-skills agent wiki +engineering skills 138 Claude Code, Codex, Gemini CLI, OpenCode 3 3,383 tok
beava-dev/beava beava.dev Real-time decision features without streaming infra. Turn live events into product reflexe 138 Claude Code 1
vasu31dev/playwright-ts-template Playwright Typescript Automation testing framework Template is designed for Web (Desktop & 138 Claude Code 1 2,154 tok
SawyerHood/omegacode Code based orchestration for any coding agent. 138 Claude Code, Codex 1
marmot-protocol/marmot The Marmot Protocol is a messaging protocol that specifies how to do efficient end-to-end 138 Claude Code, Codex, OpenCode 2 865 tok
ntygod/ZhiWei A local-first personal AI Agent assistant supporting memory, autonomous tasks, tool author 138 Claude Code, Codex, Cursor, OpenCode 4 6,826 tok
nanotaboada/python-samples-fastapi-restful 🧪 Proof of Concept for a RESTful API built with Python 3 and FastAPI 138 Claude Code 4 2,459 tok
BrendanGraham14/steer TUI-oriented coding agent written in Rust. 138 Codex, OpenCode 1 3,198 tok
Nehliin/vortex io_uring based bittorrent client built for modern Linux kernels 138 Claude Code 1 544 tok
jvm-skills/jvm-skills 138 Claude Code, Codex 20
karaage0703/ai-assistant-workspace 138 Claude Code, Codex, OpenCode 2 2,936 tok
LIUTod/scream-code Chinese UI / A terminal-based coding agent with unlimited concurrency, multi-agent orchest 138 Codex, OpenCode 1 20,849 tok
holon-run/holon holon.run A local workbench for agents doing continuous work across sessions, commands, human input, 138 Claude Code, Codex, OpenCode 2 1,102 tok
floriscornel/teams-mcp MCP server providing comprehensive Microsoft Teams and Graph API access for AI assistants 138 GitHub Copilot 1 1,680 tok
windviki/vBookmarks windviki.github.io A successor of Neat Bookmarks. 138 Codex, OpenCode 1 5,760 tok
willibrandon/pixel-mcp MCP server for creating pixel art with Aseprite through AI assistants. Supports animation, 138 Claude Code 1 2,726 tok
humanspeak/svelte-markdown markdown.svelte.page 📝 Markdown and HTML renderer for Svelte 5 — built for streaming AI agent output from Clau 138 Claude Code, Codex, OpenCode 2 1,904 tok
rldiao/mealie-mcp-server MCP server that exposes Mealie APIs to MCP clients such as Claude Desktop 138 Codex, OpenCode 1 460 tok
calesthio/Resonant Free, local AI music studio for Windows—generate songs, play instruments, arrange, mix, ex 138 Claude Code, Codex, OpenCode 2 258 tok
FulAppiOS/Agent-Quest Real-time gamified dashboard for monitoring Claude Code and Codex AI agents in a medieval 138 Claude Code, Codex 1 851 tok
Canonry/canonry canonry.ai Agent-first AI SEO (AEO/GEO) operating platform. 138 Claude Code, Codex, OpenCode 2 31,430 tok
DMontgomery40/bambu-printer-mcp MCP server for Bambu Lab 3D printers — STL manipulation, BambuStudio slicing, and direct p 138 Claude Code, Codex, OpenCode 2 825 tok
awslabs/nx-plugin-for-aws awslabs.github.io The @aws/nx-plugin is a collection of code generators that automate the creation and confi 138 Claude Code, Codex, OpenCode 2 524 tok
glitchedgitz/grroxy grroxy.com A cyber security toolkit blending manual testing with AI Agents 137 Claude Code 1 2,932 tok
evdenis/cvehound Check linux sources dump for known CVEs. 137 Claude Code, Codex, OpenCode 3 3,480 tok
remichu-ai/gallama 137 Codex, OpenCode 1 823 tok
adham90/ruby_llm-agents rubygems.org A Rails agent framework for RubyLLM — define AI agents with prompts, schemas, caching, log 137 Claude Code 2 4,346 tok
FeSens/auto-arch-tournament 137 Claude Code 1 2,613 tok
avabbbb/Flovart avabbbb.github.io Flovart addresses gaps in canvas automation. It supports Claude Code, Codex, and others, a 137 Claude Code, Codex, GitHub Copilot, OpenCode 6 3,379 tok
brevdev/workshop-build-an-agent 137 Claude Code, Codex, OpenCode 15 832 tok
wpgaurav/bricks-skills gauravtiwari.org Bricks Builder Skills to create better layouts with AI tools. 137 Claude Code 1 838 tok
elleryfamilia/terminal-mcp A terminal emulator exposed via MCP for AI assistants 137 Claude Code 1 1,109 tok
ZinkLu/Orca-Orchestration 137 Claude Code, Codex, OpenCode 2 3,282 tok
nansen-ai/nansen-cli 137 Claude Code, Codex, OpenCode 2 1,415 tok
hedless/onshape-mcp mcp server for interacting with onshape 137 Claude Code 1 569 tok
Wangnov/gpt-image-2-skill GPT Image 2 Skill / CLI / Web / Desktop 137 Claude Code 1 536 tok
LegalQuants/lq-ai Open-source AI for legal teams. Bring your own keys, run it where you want, own your data. 137 Claude Code 1 3,794 tok
WhitzardAgent/AgentGuard whitzard.tech AgentGuard: Zero-Trust Security Foundation for AI Agents 137 Codex, OpenCode 1 1,264 tok
MohamedAbdallah-14/unslop mohamedabdallah-14.github.io Make AI output sound human. Strips AI-isms (sycophancy, stock vocab, hedging stacks, em-da 137 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 4,832 tok
bybit-exchange/kaas bybit-exchange.github.io Turn scattered notes, docs and transcripts into a queryable Markdown wiki — an LLM knowled 137 Claude Code 1 820 tok
Jesseovo/PaperCash 📄 AI Skill for the complete academic paper workflow — search 200M+ papers, generate liter 137 Claude Code, Codex, OpenCode 2 340 tok
remix-run/agent-skills Agent Skills for working with React Router 137 Codex, OpenCode 1 882 tok
papaoloba/spec-based-claude-code Implementation of a Spec-Driven Development workflow in Claude Code using custom slash com 137 Claude Code 1 499 tok
batmany13/about-me linkedin.com About my leadership philosophy, a little about me, and a peek into my AI work 136 Claude Code, Codex, OpenCode 8 4,907 tok
appleweiping/WEIPING_COUNCIL Multi-LLM deliberation system with 6 protocols: council, debate, red-team, consensus, spec 136 Claude Code, Codex, OpenCode 3 1,405 tok
PrestaShop/hummingbird Default theme for PrestaShop 9.1+ 136 Claude Code, GitHub Copilot, Cursor 3 201 tok
IgniteUI/igniteui-cli bit.ly Ignite UI Command-Line Interface by Infragistics 136 Claude Code 1 1,266 tok