How real projects configure their agents

32,137 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
PatrickSUDO/fadacai-portfolio Claude Code investment research and portfolio management framework: skills + MCP + first-p 139 Claude Code, Codex, OpenCode 16 26,754 tok
team-attention/agent-council Multi-agent collaboration plugin for Claude Code - orchestrate multiple AI agents (Codex C 139 Claude Code, Codex, OpenCode 2 284 tok
macrocosm-os/apex apex.macrocosmos.ai SN1: An incentive mechanism for internet-scale intelligence 139 Claude Code, Codex, OpenCode 2 3,150 tok
chongdashu/cc-skills-nanobananapro 139 Claude Code 5 481 tok
coleam00/your-claude-engineer Demonstration of an agent harness with access to tools like Slack, GitHub, and Linear so i 139 Claude Code 1
hczhu/TickerTick-API TickerTick API: stock news API 139 Claude Code 1 798 tok
Luligu/matterbridge-shelly Matterbridge shelly plugin 139 Claude Code, Codex, GitHub Copilot, OpenCode 4 1,410 tok
openclaw/shellbench huggingface.co The agent benchmark that scores the full stack — harness, config, and model — not just the 139 Claude Code, Codex 2
drhelius/Gearcoleco x.com ColecoVision emulator, debugger and embedded MCP server for macOS, Windows, Linux, BSD and 139 Claude Code 1
RightNow-AI/AutoMegaKernel runinfra.ai An agent harness that compiles a model into one provably-correct, self-retargeting CUDA me 139 Claude Code, Codex, OpenCode 6 2,279 tok
dsm5e/aso-tracker Self-hosted open-source App Store toolkit for indie iOS devs — keyword tracking, AI screen 139 Claude Code 1
coleam00/hyperframes-ai-video-generation Archon workflow that turns any URL into a polished AI-voiced and generated HyperFrames Sho 139 Claude Code 7 1,971 tok
ahpxex/open-dashboard open-dashboard.ctxflow.workers.dev A skill catalogue of 36 copy-ready admin UI shapes an AI agent installs and composes into 139 Claude Code 1 5,320 tok
asdf17128/bili-webos 📺 Open-source Bilibili (哔哩哔哩) client for LG webOS TVs — DASH up to 4K/HDR, danmaku, bangu 139 Claude Code 2 1,096 tok
coleam00/ai-transformation-workshop Workshop materials and demo app for 'Principles of Agentic Engineering' by Cole Medin — th 139 Claude Code 18 2,729 tok
AetherCore-Dev/relay-radar aethercore-dev.github.io AI relay quality monitoring · model verification · Token cost optimization — RelayRadar 139 Claude Code 1 993 tok
whanyu1212/gem-dota whanyu1212.github.io Python replay parser for Dota 2 139 Claude Code, Codex, OpenCode 2 7,174 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
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
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
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
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
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
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