How real projects configure their agents

23,280 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 agents7,521Claude Code6,606Data and AI3,688Backend and APIs3,494Languages3,401Planning3,209Git and workflow3,151Code review2,736Memory and context2,361Testing2,351DevOps and cloud2,300Writing and docs2,296Research2,295Frontend2,250Security2,004Productivity1,709

All Claude Code32,116 Codex23,280 OpenCode22,053 GitHub Copilot3,543 Gemini CLI1,915 Cursor1,736 Windsurf119 Kiro77

Project Stars Configures Files Always loaded
LnYo-Cly/ai4j lnyo-cly.github.io Java 8+ agentic SDK: unified LLM access (OpenAI/Anthropic/DashScope/Doubao/DeepSeek...), T 430 Claude Code, Codex, OpenCode 2 3,507 tok
openai/GABRIEL An official OpenAI toolkit for social scientists and data scientists to measure quantitati 430 Codex, OpenCode 1 3,731 tok
arcanite24/gb-recompiled Static recompiler for Game Boy and Game Boy Color ROMs that emits portable C projects with 430 Codex, OpenCode 1 2,762 tok
appautomaton/latex-arxiv-SKILL appautomaton.com A highly customizable agentic harness for arXiv-ready ML/AI review papers (and beyond). It 430 Codex, OpenCode 5 472 tok
ownpilot/OwnPilot ownpilot.dev Privacy-first personal AI assistant platform with autonomous agents, tool orchestration, a 429 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode, Windsurf 10 9,916 tok
AFK-surf/OpenBridge openbridge.bridge.surf A free, safe and open agent for everything. Alternative to Claude Cowork & Codex. Open Bri 429 Claude Code, Codex, OpenCode 2 1,166 tok
atomicstrata/atomicmemory docs.atomicstrata.ai Portable semantic memory for AI agents: core engine, TypeScript SDK, framework adapters, M 428 Claude Code, Codex, Gemini CLI, OpenCode 3 2,392 tok
OnlyTerp/UltraCode-Shim Give Claude Code's ultracode mode to ANY model you already pay for. A tiny local proxy + o 428 Codex, OpenCode 1 2,489 tok
YoanWai/agent-manager agent-manager.dev The fastest workflow for every AI coding agent. Live status, quick prompts, worktrees, and 428 Codex, OpenCode 1 1,290 tok
gentoo-zh/overlay gentoozh.org Overlay for Gentoo Users. 427 Codex, OpenCode 1 4,384 tok
jasonjgardner/blockbench-mcp-plugin jasonjgardner.github.io Adds MCP server to Blockbench 427 Claude Code, Codex, GitHub Copilot, OpenCode 14 2,984 tok
wbailey/command_line_reporter A gem for making it easy to produce a report while a ruby script is executing 426 Codex, OpenCode 1 480 tok
Jia-Ethan/grok-keysmith Preview-first Grok Build instruction deployment with compat and hook isolation, durable re 426 Codex, OpenCode 1 822 tok
angiejones/mcp-selenium An MCP implementation for Selenium WebDriver 426 Codex, OpenCode 1 948 tok
code-yeongyu/senpi pi had nothing (nothing), so I made something (something) — sorry mariozechner-senpai, I w 425 Claude Code, Codex, OpenCode 5 4,635 tok
QingquanYao/xilinx-skill Xilinx/AMD FPGA & MPSoC Vivado design skill for Claude — covers block design, IP config, X 425 Codex, OpenCode 1 656 tok
seo-skills/seo-audit-skill seomator.com A comprehensive SEO audit command-line tool with 332 audit rules across 20 categories. Ana 425 Codex, OpenCode 1 1,702 tok
halofyai/halofy halofy.ai Halofy is the open access and governance layer for AI agents across your organization. Ide 424 Codex, OpenCode 1 1,533 tok
Prof-Harita/terminaI terminai.org Open-source, local-first alternative to Cowork-style computer assistants: real PTY termina 424 Codex, Gemini CLI, OpenCode 9 8,528 tok
Noelo-Lab/kuna kuna.noelo.org An agent-first decompiler designed to be refined by other agents. Kuna is written in Rust 424 Claude Code, Codex, OpenCode 2 8 tok
OasAIStudio/symphony-ts Typecript version of https://github.com/openai/symphony 423 Codex, OpenCode 1 899 tok
MeroZemory/ida-multi-mcp Multi-instance IDA Pro MCP server — analyze multiple binaries simultaneously through a sin 422 Codex, OpenCode 1 183 tok
professorpalmer/Puppetmaster Provider-neutral control plane for durable-state agent swarms: subprocess workers, leases, 422 Codex, OpenCode 1 4,607 tok
LimHyungTae/awesome-claudecode-paper-proofreading Claude Code-driven research paper proofreading prompt 421 Codex, OpenCode 1 1,274 tok
stephenleo/cship cship.dev ⚡ A beautiful, fully customizable statusline for Claude Code - Starship-style TOML config, 421 Claude Code, Codex, OpenCode 2 433 tok
hezo-ai/hezo hezo.ai Your own team of AI agents. Built to deliver. 420 Claude Code, Codex, OpenCode 2 7,801 tok
OrionStarAI/EasyCode easycode.bot Easy Code (formerly DeepV Code) — A highly customizable AI coding assistant compatible wit 420 Codex, OpenCode 1 278 tok
chattymin/PokeTokenBar chattymin.github.io Use your tokens to raise, evolve, and collect Pokémon! 🥚 420 Claude Code, Codex, OpenCode 2 2,211 tok
pax-beehive/paxm Persistent, provider-neutral memory for Codex, Claude Code, OpenCode, Pi, and MCP coding a 418 Claude Code, Codex, OpenCode 2 582 tok
matty69v/Bug-Bounty-Agents m-sec.tech AI-Powered Agents for Bub-Bounty Pentesting and Red-Teaming purposes 417 Codex, OpenCode 1 1,166 tok
prisma/prisma-next ⛔ Moved to prisma/prisma — Prisma Next development continues there under the name Prisma O 417 Claude Code, Codex, OpenCode 6 2,674 tok
Aspegio/nelson Organisation for Claude Code inspired by time-tested Royal Navy operating procedures. 416 Claude Code, Codex, OpenCode 2 1,032 tok
kubara-io/kubara kubara.io kubara is a single binary CLI tool written in Go providing a lightweight framework for boo 416 Claude Code, Codex, OpenCode 2 869 tok
dsifry/metaswarm A self-improving multi-agent orchestration framework for Claude Code, Gemini CLI, and Code 416 Claude Code, Codex, Gemini CLI, OpenCode 12 4,024 tok
bitsocialnet/seedit seedit.app A Bitsocial app with an old.reddit UI 416 Claude Code, Codex, OpenCode 32 2,529 tok
r-dbi/odbc odbc.r-dbi.org Connect to ODBC databases (using the DBI interface) 416 Claude Code, Codex, OpenCode 2 1,253 tok
flingengine/FlingEngine fling-engine.site A Vulkan game engine with a focus on data oriented design 415 Claude Code, Codex, OpenCode 3 805 tok
john-rocky/coreai-model-zoo john-rocky.github.io Community model zoo for Apple Core AI (iOS/macOS 27): 66 models — LLM, VLM, OCR, ASR, TTS, 415 Claude Code, Codex, OpenCode 2 2,273 tok
MetaMask/core This monorepo is a collection of packages used across multiple MetaMask clients 414 Claude Code, Codex, OpenCode 2 3,101 tok
vivekchand/clawmetry clawmetry.com See your agent think. Zero-config observability & governance for 30 AI agent runtimes: Cla 414 Claude Code, Codex, OpenCode 3 11,158 tok
burugo/one-mcp A centralized reverse-proxy platform for MCP servers — manage, group, and export as Skills 413 Codex, OpenCode 1 611 tok
aallan/vera veralang.dev Vera: a programming language designed for LLMs to write 413 Claude Code, Codex, OpenCode 2 10,460 tok
pipecat-ai/voice-ui-kit voiceuikit.pipecat.ai Components, hooks and template apps for building React voice AI applications quickly. Desi 413 Claude Code, Codex, OpenCode 2 1,434 tok
xuzhougeng/wispterm wispterm.com A cross-platform terminal workspace for remote development and AI agent workflows, powered 413 Codex, OpenCode 1 5,997 tok
ai-search-guru/getcito-worlds-first-open-source-aio-aeo-or-geo-tool demo.getcito.com GetCito the World's First Open Source AI Search Optimization (AIO) / Answer Engine Optimiz 413 Codex, OpenCode 1 956 tok
agent-sh/agnix The missing linter and lsp for AI coding assistants. Validate CLAUDE.md, AGENTS.md, SKILL. 412 Claude Code, Codex, OpenCode 2 5,416 tok
SeaOf0/dsh-redteam-model Multiple modes built on dsh web for authorized security research by red teams, covering pe 412 Codex, OpenCode 1 2,748 tok
eclipse-rdf4j/rdf4j rdf4j.org Eclipse RDF4J: scalable RDF for Java 412 Claude Code, Codex, OpenCode 9 12,235 tok
cocart-headless/cocart-community cocartapi.com A developer-first REST API to decouple WooCommerce on the frontend. Fast, secure, customiz 412 Claude Code, Codex, OpenCode 5 2,150 tok
AI45Lab/iDeer This does remind me. 411 Codex, OpenCode 1 560 tok