How real projects configure their agents

31,984 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
Aniket-a14/SRA sra-xi.vercel.app AI-powered Software Requirements Analysis (SRA) system that evaluates requirement quality, 23 Claude Code, Codex, Gemini CLI, OpenCode 45 9,404 tok
unravel-team/tablo Your personal sidekick to monitor your agents 23 Claude Code 1 6,137 tok
tessro/fab fab.tessro.ai 🚌 beep beep. Hop aboard the fabulous agent bus: an agent swarm supervisor. 23 Claude Code 2 299 tok
Jeffisgod/Agri-CV-Research An AI-powered agricultural CV research framework automating the full pipeline from literat 23 Claude Code 1 370 tok
thrialectics/threadlinking threadlinking.netlify.app 23 Claude Code 1 1,349 tok
davidjaw/Shinsei-Lineup neko-vision.github.io 23 Claude Code 1 1,819 tok
PacemakerG/CCWhat AgentLens (CCWhat): a local observability and diagnostics platform for Claude Code, Codex, 23 Claude Code, Codex, OpenCode 30 584 tok
oO/figma-mcp-write-server A Model Context Protocol (MCP) server for writing to Figma files 23 Claude Code, Gemini CLI 2 3,378 tok
Koomook/claude-agent-template A Next.js template for building AI agents with Vercel AI SDK, Claude Agent SDK, and custom 23 Claude Code 1 863 tok
georgevetticaden/3-amigo-agents 23 Claude Code 1 1,205 tok
Contrast-Security-OSS/mcp-contrast MCP Server for Contrast Security 23 Claude Code, Codex, GitHub Copilot, OpenCode 15 8,934 tok
holgerleichsenring/agent-smith agent-smith.org Self-hosted AI coding agent · ticket → code → PR 23 Claude Code 4 2,827 tok
levabond/ai-mobile-system-design-skills 23 Claude Code 1
opspresso/vibemon-app vibemon.io AI Agent Monitoring Dashboard 23 Claude Code, Codex, OpenCode 3 805 tok
tta-lab/ttal-cli ttal.guion.io Multi-Repo Multi-Agent Harness CLI for Claude Code. Connect to your team from Telegram, ro 23 Claude Code 2 3,357 tok
KenKaiii/agent-girl 23 Claude Code 1 504 tok
code-payments/code-android-app getcode.com Code Android App 23 Claude Code 13 1,246 tok
casius-connect/limitless-workflow An understanding machine for Claude Code that turns research into tutoring, memory, and vi 23 Claude Code, Codex, OpenCode 11 1,502 tok
serialx/vibecore Build your own AI-powered automation tools in the terminal with this extensible agent fram 23 Claude Code, Codex, OpenCode 6 8,326 tok
backbay-labs/hush hushspec.org Portable security rules for the action boundary of AI agents 23 Claude Code 1 1,246 tok
RNA4219/memx-core Local-first personal memory & knowledge store for LLM agents. A personal memory/knowledge 23 Claude Code 6
intertwine/hive-orchestrator Vendor-agnostic orchestration OS for autonomous AI agents. Coordinate Claude, GPT, Gemini, 23 Claude Code, Codex, OpenCode 2 1,089 tok
SlopDotCash/slopdotcash slop.cash Make money shipping slop 23 Claude Code, Codex, OpenCode 2 5,988 tok
worldcoin/agentkit docs.world.org Bridging humans and agents online. 23 Claude Code 1 702 tok
dev-five-git/vespertide An open-source library for easily defining database schemas in JSON/YAML and automatically 23 Claude Code, Codex, OpenCode 2 11,027 tok
liuethanyes-spec/vibecoding-linear-framework 23 Claude Code, Codex, OpenCode 2 1,752 tok
OneSignal/onesignal-dotnet-api 23 Claude Code, Codex, OpenCode 2 925 tok
NissonCX/offercatcher 🎯 An AI-powered recruitment email reminder tool that automatically extracts interview, as 23 Claude Code 1 687 tok
pi0/vite-plugin-remix3 nitro-remix3.vercel.app 🏎️ Vite plugin that unblocks Remix v3 apps to be developed, optimized and deployed everyw 23 Claude Code, Codex, OpenCode 2 2,367 tok
any-context/lazyclaude Claude AI session manager for tmux 23 Claude Code 1
lesterchan/gamerz-file-explorer files.lesterchan.net Enables you to browse and search for folders/files on the web just like Windows Explorer. 23 Claude Code, Codex, OpenCode 2 1,555 tok
opsyhq/opsy opsy.sh Infrastructure management for AI agents 23 Claude Code, Codex, OpenCode 2 835 tok
deepgram/dglabs-deepclaw 23 Claude Code, Codex, GitHub Copilot, OpenCode 6 5,169 tok
esparkman/rails-agents A complete team of specialized AI agents for Ruby on Rails development. Drop into any Rail 23 Claude Code 1 2,245 tok
badwally/TheKnowledge comprehensive knowledge base with semantic search frontend 23 Claude Code 10 4,608 tok
polinom/telecode 23 Claude Code, Codex, OpenCode 2 7,605 tok
xiaolai/bureau Turn AI sessions into a maintained, human-reviewed knowledge base: capture → compile → rev 23 Claude Code 2 565 tok
mgonzalezbaile/claudex The Claude Experience you wish you had 23 Claude Code 1
Accenture/AutoFixture.XUnit2.AutoMock Autofixture auto-mocking for XUnit2 using a mocking library of your choice. 23 Claude Code, Codex, OpenCode 2 4,228 tok
berksunduri/GOPost 23 Claude Code, Codex, OpenCode 46 1,695 tok
oldantique/zotkit Let AI agents manage your Zotero library: headless CLI + Python API to search, import, enr 23 Claude Code, Codex, OpenCode 2 2,798 tok
ricktaylor/hardy BPv7 DTN server implementation 23 Claude Code, Codex, OpenCode 2 2,183 tok
ajayyAI/expo-forge Expo SDK 56 boilerplate for shipping cross-platform apps 23 Claude Code, Codex, OpenCode 2 1,264 tok
jmpnop/imhexMCP Model Context Protocol server for ImHex hex editor 23 Claude Code 1 3,424 tok
sharifhsn/wedeo Rust rewrite of FFmpeg 23 Claude Code 1 1,398 tok
mission69b/t2000 t2000.ai Agent marketplace 23 Claude Code 2 8,224 tok
ryannli/opennote Capture fragments today. Make better decisions tomorrow. Your thoughts, compounded. 23 Claude Code 1 1,499 tok
bidouilles/mcp-tradingview-server A Model Context Protocol (MCP) server that provides programmatic access to TradingView's t 23 Claude Code 1 2,513 tok
damiansire/web-vaccine-tracker web-vaccine-tracker.vercel.app Panel historico estatico de vacunacion COVID-19 (2020-2023), datos horneados en build-time 23 Claude Code, Codex, OpenCode 2 2,515 tok
farcasterxyz/collectible-casts 23 Claude Code 1 3,579 tok