How real projects configure their agents

32,517 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
nablo-io/lerim docs.lerim.dev Compiles AI agent traces and truns them into reusable context. 97 Claude Code, Codex, OpenCode 2 1,428 tok
csark0812/expo-targets Expo config plugin for Apple targets and Android app extensions 97 Claude Code, Codex, OpenCode 2 671 tok
attilaszasz/sdd-pilot sdd-pilot.szaszattila.com Replace chaotic AI code generation with a disciplined, spec-driven workflow. SDD Pilot enf 97 Claude Code, Codex, GitHub Copilot, OpenCode 8 1,174 tok
MichaelAyles/KiDoom Doom. In Kicad 97 Claude Code 1 5,132 tok
filipebraida/adonisjs-starter-kit Starter kit for AdonisJS projects using a monorepo setup 97 Claude Code, Codex, OpenCode 2 1,727 tok
xiashao/KaiyanTool Kaixi AI integrates the entire film and television creation process into one powerful plat 97 Claude Code, Codex, Cursor, OpenCode 20 2,105 tok
nirholas/crypto-vision cryptocurrency.cv The most comprehensive cryptocurrency API. Real-time prices, OHLCV, order books & market c 97 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,269 tok
timothywarner-org/copilot-cert-prep GitHub Copilot Certification Exam Preparation 97 Claude Code, Codex, GitHub Copilot 15 4,579 tok
storagesdk/storagesdk storagesdk.dev A unified TypeScript SDK for storage with first-class support for snapshotting, forking ac 97 Claude Code, Codex, OpenCode 2 3,531 tok
coleam00/harness-engineering-demo 97 Claude Code 10 1,386 tok
interviewstreet/hackerrank-orchestrate-august26 97 Claude Code, Codex, OpenCode 2 2,122 tok
MarkusZoppelt/portfolio_rs crates.io A command line tool for managing financial investment portfolios. 97 Claude Code, Codex, OpenCode 2 1,351 tok
phun333/pi-infobar Native macOS (menu bar) & Windows (system tray) dashboard for Pi agent usage, cost, langua 97 Claude Code, Codex 6 —
prof-little-bear/cc-equity-research Turn Claude Code into an equity-research agent: 24 analysis skills (Anthropic's open-sourc 97 Claude Code 5 2,892 tok
YPares/rigup.nix AI agents and Nix: parametrable skills/instructions and tools, packaged together in a repr 97 Claude Code, Codex, OpenCode 2 22 tok
fabio-rovai/brain-in-the-fish Score any document. Prove every claim. 97 Claude Code 1 569 tok
intuit/infigraph intuit.github.io AST-powered code intelligence engine. Graph database + hybrid semantic search for 62 langu 97 Claude Code 4 1,424 tok
mukul975/Threatswarm 27 scope-enforced AI agents that run the full pentest kill-chain (recon → exploit → post-e 97 Claude Code 5 4,171 tok
andrewbartels1/SolidworksMCP-python andrewbartels1.com Python MCP server for SolidWorks: lets Claude and other AI agents build parts, assemblies 97 Claude Code, Codex, GitHub Copilot 24 4,421 tok
ForceInjection/forceinjection.github.io forceinjection.github.io Github pages for Force Injection 97 Claude Code, Codex, OpenCode 2 4,115 tok
sandraschi/inkscape-mcp Headless Inkscape SVG automation via FastMCP — 60+ ops: create, boolean, LPE, export, text 97 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 8 1,127 tok
flplima/tmuxy tmuxy.sh The missing tmux GUI. Not a terminal emulator. 97 Claude Code, Codex, GitHub Copilot, OpenCode 4 4,811 tok
pinkpixel-dev/mem0-mcp pinkpixel.dev A memory system using mem0 for AI applications. Enables long-term memory for AI agents as 96 Claude Code, Codex 2 —
nguyenvanduocit/jira-mcp A Go-based MCP (Model Control Protocol) connector for Jira that enables AI assistants like 96 Claude Code 1 1,330 tok
per-simmons/damon-ade ADE — an agentic development environment for macOS. A roster of persistent coding agents, 96 Claude Code, Codex, GitHub Copilot, OpenCode 12 1,956 tok
byaan-ai/byaan byaan.ai Open-Source data analyst your team actually owns. Ask in Slack, on Mac, or via MCP. Byaan 96 Claude Code, Codex, OpenCode 5 2,264 tok
frmoretto/stream-coding stream-coding.com Stop "vibe coding" and start Stream Coding, the 10-20x velocity methodology for AI-acceler 96 Claude Code 1 —
wasintoh/toh-framework tohframework.dev Type one sentence, approve once, walk away — Toh Framework installs an AI build department 96 Claude Code 1 3,979 tok
josipjelic/orchestrated-project-template A Claude Code project template with pre-configured specialist agents, living documentation 96 Claude Code 6 3,153 tok
Aam-Digital/ndb-core aam-digital.com Easy-to-use case management web app for NGOs anywhere in the world (Progressive Web App) 96 Claude Code, Codex, GitHub Copilot, OpenCode 11 5,928 tok
ehmo/code-overhaul-skill Opinionated, interactive health audit for a codebase. 96 Claude Code, Codex, OpenCode 2 1,625 tok
lauroguedes/bloomfolio bloomfolio-astro.vercel.app Astro portfolio template with 🌼 Daisy UI 96 Claude Code 1 4,460 tok
tony/claude-code-riper-5 Claude Code (Sub-agent, Custom Commands) for RIPER-5 96 Claude Code, Codex, OpenCode 16 2,726 tok
jayparikh/agentviz 96 Claude Code, Codex, GitHub Copilot, OpenCode 5 2,626 tok
marcusgoll/Spec-Flow Turn product ideas into production launches with Spec-Driven Development. Repeatable Claud 96 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 4 6,294 tok
sliday/tamp Token compression proxy for Claude Code. 50% fewer tokens, zero behavior change. 96 Claude Code, Codex, OpenCode 5 417 tok
TianyiDataScience/humanize 96 Claude Code, Codex, OpenCode 2 906 tok
TheUncharted/zapcode TypeScript interpreter for AI agents. Written in Rust. 2µs cold start. Sandboxed. Alternat 96 Claude Code, Codex, OpenCode 2 4,101 tok
kaininx/PlainTab plaintab.kaininx.workers.dev A browser start page and new tab. Pure, fast, free — made to enjoy. 96 Claude Code, Codex, OpenCode 11 1,205 tok
Adancurusul/serial-mcp-server Rust MCP server and CLI for serial/UART devices, with JSON macro automation and agent skil 96 Claude Code 1 687 tok
larsiusprime/openavmkit FOSS mass appraisal and automated valuation modeling toolkit 96 Claude Code, Codex, OpenCode 2 9,020 tok
web3dev1337/gastown-gui Web Graphical User Interface (GUI) for Gas Town multi-agent orchestrator - A companion int 96 Claude Code, Codex, OpenCode 2 1,034 tok
frkdrgt/ferox A blazing-fast PostgreSQL client built in Rust. No Electron. No JVM. No bloat. 96 Claude Code 1 4,419 tok
blitzdotdev/iPhone-mcp blitz.dev The MCP Server the lets AI use an iPhone 96 Claude Code 1 355 tok
Dicklesworthstone/flywheel_connectors Secure Rust connector platform for AI agents: 176 separately-signed, sandboxed connectors 96 Claude Code, Codex, OpenCode 2 11,383 tok
sderosiaux/chrome-agent Web tasks that compile. Other browser tools tell your AI agent the click worked. chrome-ag 96 Claude Code 1 6,639 tok
melnikoff-oleg/social-media 96 Claude Code 6 1,196 tok
tpierrain/kenjaku Kenjaku is a Karpathy-style LLM wiki, reinforced where it counts with battle-tested softwa 96 Claude Code 11 5,261 tok
luke-harriman/Codesys-MCP An MCP server for Codesys that enables AI systems to stand up a live UI where they can edi 96 Claude Code 1 5,180 tok
Fighter90/career-ops-ui cvstart.org Clean, docs-style web UI for the career-ops AI job-search pipeline. Search ATS adapters (G 96 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 18 4,048 tok