How real projects configure their agents

23,157 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 agents7,557Claude Code6,620Data and AI3,682Backend and APIs3,496Languages3,401Planning3,217Git and workflow3,165Code review2,733Testing2,364Memory and context2,364DevOps and cloud2,310Writing and docs2,303Research2,297Frontend2,252Security2,013Productivity1,710

All Claude Code31,977 Codex23,157 OpenCode22,109 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,739 Windsurf129 Kiro79

Project Stars Configures Files Always loaded
graze-social/cocore co/core is a place where people share the compute they already own to run AI for each othe 51 Claude Code, Codex 5 1,989 tok
acnlabs/MetaSpec mataspec.figma.site Meta-specification framework for AI Agents to generate Spec-driven X toolkits automatical 51 Codex, OpenCode 1 12,090 tok
rfabbri/minus multiview-3d-drawing.sourceforge.net Minimal problem numerical continuation solver 51 Codex, Gemini CLI, OpenCode 2 2,607 tok
Synthyra/FastPLMs Easy to use and efficient implementations of Protein Language Models 51 Claude Code, Codex, OpenCode 2 2,041 tok
roberto-mello/lavra lavra.dev A plugin with compound engineering workflows and memory for AI coding agents 51 Claude Code, Codex, OpenCode 7 1,805 tok
larryxiao/openquack larryxiao.github.io Voice dictation menu-bar app for macOS. Press a hotkey, speak, transcript appears at the c 51 Codex, OpenCode 1 1,328 tok
lbiz-partners/hometax-doum Six free skills for telling AI to perform Hometax tax tasks by voice — VAT, comprehensive 51 Claude Code, Codex, OpenCode 4 2,796 tok
agencia-conversion/agentic-seo-skills Agentic SEO operating system as a Claude Code plugin: project Wiki, DataForSEO workflows, 51 Claude Code, Codex, OpenCode 4 2,382 tok
lucamezzalira/mfe-skills Micro-frontend boundary governance skills for AI coding agents 51 Codex, GitHub Copilot, OpenCode 2 1,193 tok
tyrchen/rust-lib-template My goto template for rust projects, with pre-commit, gh action for CI and cursor rules for 51 Claude Code, Codex, OpenCode 2 10,452 tok
ai-forever/harness-bench-fast 51 Codex, OpenCode 1 800 tok
rakovi4/continue-framework 51 Claude Code, Codex, OpenCode 62 866 tok
tronghieu/agent-skills An agentic skills framework 51 Claude Code, Codex, OpenCode 2 1,047 tok
CarlKCarlK/device-envoy Build Pico and ESP32 applications with LED panels, easy WiFi, and composable device abstra 51 Codex, OpenCode 1 10,370 tok
lunarmodules/terminal.lua lunarmodules.github.io Cross platform terminal library for Lua (Windows+Posix) 51 Codex, OpenCode 1 1,028 tok
gptme/gptme-agent-template gptme.org Agent workspace template for gptme - create persistent autonomous agents that build, learn 51 Claude Code, Codex, OpenCode 2 1,842 tok
StewBC/cc65-Chess Portable chess game in C. Commodore 64, Apple 2, Atari, Oric, Commander X16, curses termi 51 Codex, OpenCode 1 6,355 tok
zazencodes/random-number-mcp Production-ready MCP server that provides LLMs with essential random generation abilities, 51 Claude Code, Codex, OpenCode 2 832 tok
simonmesmith/agent-skills A place to store and share useful agent skills 51 Codex, OpenCode 1 362 tok
Kanevry/session-orchestrator session-orchestrator.com A repeatable Plan, Go, Close workflow for AI coding sessions. Open source for Claude Code, 51 Claude Code, Codex, OpenCode 7 7,822 tok
purplefish-ai/factory-factory factoryfactory.ai Workspace-based coding environment for running multiple Claude Code and Codex sessions in 51 Claude Code, Codex, OpenCode 2 1,257 tok
palewire/datawrapper-mcp A Model Context Protocol (MCP) server and app for creating Datawrapper charts using AI ass 51 Codex, OpenCode 1 1,977 tok
delphicleancode/delphi-spec-kit inovefast.com.br An opinionated ecosystem of rules, skills, and steerings to elevate Delphi development to 51 Claude Code, Codex, GitHub Copilot, OpenCode 3 9,608 tok
gvkhosla/compound-engineering-pi Compound engineering extension for Pi coding agent workflows. 51 Claude Code, Codex, OpenCode 3 3,221 tok
jl-codes/platformio-mcp 51 Claude Code, Codex 11
luanmorenommaciel/uc-transact-co 51 Claude Code, Codex, OpenCode 2 430 tok
emalorenzo/three-agent-skills AI coding agent skills for Three.js and React Three Fiber best practices 51 Claude Code, Codex, OpenCode 2 1,416 tok
NourMtir0722/Paperlab nourmtir0722.github.io Physical, realistic paper as a React component. Real 3D geometry that peels, unrolls, fold 51 Codex, OpenCode 1 13,846 tok
BeWaterMyFriend7/SKILL-PROJECT A collection of agent skills developed personally and excellent skills gathered online. Dr 51 Codex, OpenCode 8
GravityKit/block-mcp WordPress block-level CRUD MCP server — path-based mutations, safety guards, preference sc 51 Claude Code, Codex, OpenCode 2 8,414 tok
uiNerd16/aicanvas aicanvas.me Open-core registry of animated React components, blocks, design systems, and templates. Re 51 Claude Code, Codex, OpenCode 2 2,021 tok
artemiimillier/claude-code-starter A starter template for any project with Claude Code: clone it, write one sentence, and get 51 Claude Code, Codex, OpenCode 2 194 tok
smaramwbc/statewave-multi-agent-shared-context statewave.ai Multiple agents, one source of truth: a Planner/Coder/Reviewer demo of how a shared Statew 51 Codex, OpenCode 1 380 tok
charannyk06/conductor-oss app.conductross.com Local-first control surface for AI coding agents, workspaces, worktrees, terminals, diffs, 51 Claude Code, Codex, OpenCode 2 2,547 tok
Tai-Wei/codex-516-fix 51 Codex, OpenCode 1 301 tok
Arize-ai/arize-skills Agent skills for Arize — datasets, experiments, and traces via the ax CLI 51 Codex, OpenCode 1 614 tok
AdamBien/airails airails.dev AI and LLM conventions for modern Java 25 CLI apps, MicroProfile servers, serverless appli 51 Codex, OpenCode 1 633 tok
LeadMagic/gtm-skills leadmagic.io GTM agent skills for Claude Code, Codex, and GitHub Copilot: sales, marketing, SEO, RevOps 51 Claude Code, Codex, OpenCode 2 10,700 tok
MrUjjwalG/movi-player moviplayer.com Modern, modular video player for the web powered by WebCodecs + FFmpeg WASM. Supports HDR, 51 Claude Code, Codex, OpenCode 3 6,875 tok
grab/TalkToFigmaDesktop A powerful desktop application bridging Figma and AI tools via Model Context Protocol Seam 51 Claude Code, Codex, OpenCode 2 5,759 tok
xiehuan123/dsh-deepread xiehuan123.github.io Evidence-first reading for AI agents — turn articles, books and PDFs into traceable claims 51 Codex, OpenCode 1 876 tok
Baba88611/detroit-ai-player Let Your AI Play Detroit:Become Human 51 Claude Code, Codex, OpenCode 2 3,042 tok
cartridge-gg/slot docs.cartridge.gg A toolchain for rapidly spinning up Katana and Torii instances. Play test your game in sec 51 Claude Code, Codex, OpenCode 6 992 tok
treyhunner/dotfiles My dotfiles 51 Claude Code, Codex, OpenCode 2 838 tok
oqtopus-team/qdash oqtopus-team.github.io QDash: Large-scale QPU Calibration Platform 51 Claude Code, Codex, OpenCode 8 2,453 tok
marconae/speq-skill A light-weight and straightforward system for spec-driven development with Claude Code or 50 Claude Code, Codex, OpenCode 2 435 tok
forketyfork/architect forketyfork.github.io A flexible terminal grid for multi-agent AI workflows 50 Claude Code, Codex, Gemini CLI, OpenCode 4 5,678 tok
chojondocho/vowline A compact operating covenant for AI agents. 50 Codex, OpenCode 1 447 tok
SwiftedMind/monocle Swift symbol lookup CLI powered by SourceKit-LSP, tuned for coding agents 50 Codex, OpenCode 1 787 tok
mahimailabs/voicegateway docs.voicegateway.dev The One Dashboard every Voice Agent needs 50 Claude Code, Codex, OpenCode 2 2,439 tok