How real projects configure their agents

24,785 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 agents8,489Claude Code6,881Git and workflow3,605Data and AI3,580Backend and APIs3,556Languages3,486Planning3,323Code review2,893Testing2,681Writing and docs2,477DevOps and cloud2,477Memory and context2,375Research2,318Frontend2,308Security2,170Project management1,960

All Claude Code32,505 Codex24,785 OpenCode23,702 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,771 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
fuergaosi233/claude-codex fuergaosi233.github.io Remote-mode adapter that lets the Codex desktop app talk to Claude Code through the native 103 Claude Code, Codex, OpenCode 4 861 tok
sopaco/cowork-forge AI-powered software development system that automates the entire lifecycle from requiremen 103 Claude Code, Codex, OpenCode 5 2,947 tok
Lumio-Research/hermes-agent-rs Self-evolving AI agent in Rust. Single binary, 10 LLM providers, 30+ tools, 17 platform ad 103 Codex, OpenCode 1 5,716 tok
alfredoperez/speckit-companion speckit-companion.dev VS Code extension for spec-driven development — manage specs, workflows, and steering docs 103 Claude Code, Codex, GitHub Copilot, OpenCode 63 3,763 tok
LAIJiangFeng/tauri-dustdesk Desktop organization, one-click launching, clipboard access, search, statistics, and more. 103 Codex, OpenCode 1 6,289 tok
lawflow-boop/LawLink Every matter has its structure and every case has a beginning and an end. An open-source, 103 Codex, OpenCode 1 30,185 tok
kuan-er/sjtu-agent kuan-er.github.io 103 Claude Code, Codex, OpenCode 2 2,832 tok
mrclrchtr/supi pi.dev Pi coding agent extensions with code intelligence (LSP + Tree-sitter AST), semantic refact 103 Claude Code, Codex 16 2,765 tok
libre-webui/libre-webui librewebui.org A local-first workspace for chat, private knowledge, artifacts, and isolated model-driven 103 Codex, OpenCode 1 1,820 tok
ralforion/orionbelt-semantic-layer ralforion.com Source-available semantic and context layer, rule engine, and semantic sidecar for agentic 103 Claude Code, Codex, OpenCode 2 3,051 tok
timzaak/web-dev-skills Turns PRD -> Design -> Task -> Development -> Acceptance -> Release into a reusable workfl 103 Claude Code, Codex, OpenCode 1 1,195 tok
inkbox-ai/inkbox inkbox.ai SDK, skills, and examples for Inkbox: give AI agents a persistent identity with email, pho 103 Codex, OpenCode 1 510 tok
ash-project/ash_typescript Automatic TypeScript type generation for Ash resources and actions 103 Claude Code, Codex, OpenCode 3 10,629 tok
johnfkoo951/cmds-llm-wiki LLM Wiki template — Karpathy 3-layer pattern + Gold In Gold Out purpose gate + dual Claude 102 Claude Code, Codex, OpenCode 4 30,748 tok
Arthur19940725/stock-analysis-skill Source-backed stock research skill with deterministic scenario rating 102 Codex 1 —
dainsiahtill-dev/Polaris Polaris is the transaction-driven core of an AI software factory. It is not a chat-based p 102 Claude Code, Codex, Gemini CLI, OpenCode 4 25,488 tok
Hendrix-Shen/MagicLib curseforge.com To beat magic with magic :( 102 Codex, OpenCode 1 1,927 tok
sous-chefs/postfix supermarket.chef.io Development repository for the postfix cookbook 102 Codex, GitHub Copilot, OpenCode 2 1,311 tok
infiniumtek/terraform-review-agent infiniumtek.com Reusable GitHub Action that reviews Terraform PRs for security, cost, and style using a La 102 Claude Code, Codex, OpenCode 2 3,476 tok
innae1121-bit/gsghwp gsghwp 102 Claude Code, Codex, OpenCode 2 6,185 tok
cardano-foundation/cardano-org cardano.org Cardano.org is the primary online resource for the Cardano community. 102 Codex, OpenCode 1 1,576 tok
timrogers/formanator Submit Forma <https://joinforma.com> benefit claims from the command line and Model Contex 102 Codex, OpenCode 1 471 tok
MarcoPorcellato/matryca-plumber Local-first AI daemon for Logseq OG: background semantic indexing, link hygiene, and agent 102 Claude Code, Codex, Cursor, OpenCode 13 3,709 tok
christopherarter/superpowers-reasonix Superpowers skill port to Reasonix coding harness. 102 Codex, OpenCode 1 791 tok
authrequest/Freeloader Plex Unlocker 102 Codex, OpenCode 1 3,252 tok
amtiYo/agents One .agents source of truth to sync MCP servers, skills, and instructions across Codex, Cl 102 Claude Code, Codex, OpenCode 4 3,614 tok
stabgan/openrouter-mcp-multimodal npmjs.com MCP server for OpenRouter — chat with 300+ LLMs (Claude, Gemini, GPT), analyze images / au 102 Codex, OpenCode 1 2,584 tok
elevenlabs/cli elevenlabs.io Command Line Interface to interact with ElevenLabs voice agents 102 Claude Code, Codex 2 —
mastra-ai/skills Official agent skills for coding agents working with the Mastra AI framework 102 Claude Code, Codex, OpenCode 2 506 tok
AsyrafHussin/agent-skills Skills for AI coding agents — Laravel, PHP, React, TypeScript, testing, security, and code 102 Claude Code, Codex, OpenCode 2 538 tok
talirezun/the-curator Your brain, then your team's brain, then your agents' brain. Drop in documents and it comp 102 Claude Code, Codex, OpenCode 2 8,013 tok
tjqscott/dory Dory treats hosted LLM interfaces as disposable tools by offloading state to your local en 102 Codex, OpenCode 1 1,432 tok
cyberlife-coder/VelesDB velesdb.com The explainable, local-first memory engine for AI agents. One ~9 MB binary fuses vector + 102 Claude Code, Codex, OpenCode 3 7,379 tok
Sentinel-One/purple-mcp s1.ai Access SentinelOne's Purple AI and security services through the Model Context Protocol (M 102 Claude Code, Codex, OpenCode 2 5,121 tok
WolframResearch/AgentTools Implements a model context protocol server using Wolfram Language 102 Claude Code, Codex, OpenCode 12 4,298 tok
frankxai/awesome-motion-design-agent-skills Curated motion design agent skills: GSAP, Motion, Remotion, Lottie and Rive for web animat 102 Codex, GitHub Copilot, OpenCode 2 953 tok
edbizarro/dotfiles :skull: dotfiles! managed by GNU stow 102 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,926 tok
PanisHandsome/ai-rules-sync panishandsome.github.io Keep one source of truth for your AI coding-agent rules. Convert and sync between AGENTS.m 101 Codex, OpenCode 1 367 tok
ZoneMinder/zmNinjaNg zmninjang.zoneminder.com ZoneMinder client for iOS, Android, Windows, macOS, Linux and web. Live camera view, event 101 Claude Code, Codex, OpenCode 7 1,274 tok
gintasz/unigent Build stateful agent workflows with typed outputs, reusable tools, session forks, and ordi 101 Claude Code, Codex, OpenCode 4 553 tok
williamfzc/gossiphs "Zero setup" & "Blazingly fast" general code file relationship analysis. With Python & Rus 101 Codex, OpenCode 1 1,153 tok
Toloka/tendem-mcp tendem.ai Home for Human In The Loop Tendem plugin for your agent. 101 Claude Code, Codex, OpenCode 2 1,491 tok
lostvita/AuraPlayer Listening all, Listening freedom! 101 Claude Code, Codex, OpenCode 2 79 tok
vvedantb/eva eva.vedantb.com Orchestrate sandboxed agents that run in the cloud while you work 101 Claude Code, Codex, OpenCode 4 1,359 tok
kvker/ai-native-template A template for turning existing projects into AI-native engineering projects. 101 Codex, OpenCode 2 926 tok
breath57/dingtalk-skills 【Openclaw & Hermes & Enterprise Bots🤖】DingTalk Skill library, including DingTalk docs, kn 101 Codex, OpenCode 1 2,147 tok
agentii-ai/DocMeld agentii.ai Lightweight Doc-to-agent-ready knowledge pipeline. Three-stage Bronze→Silver→Gold architec 101 Claude Code, Codex, OpenCode 2 3,849 tok
LuckyKuang/codex-tokens-compress An experimental repository for compressing AGENTS.md files in AI collaboration scenarios: 101 Claude Code, Codex, OpenCode 3 611 tok
100yenadmin/fable-token-saving-skills-orchestrator 🧚 Fable-first Claude orchestration kit for token-saving lane routing, dense turns, and ca 101 Codex, OpenCode 1 204 tok
soramitsu/fearless-Android fearlesswallet.io Fearless Wallet is a mobile wallet designed for the decentralized future on the Kusama and 101 Codex, OpenCode 1 2,092 tok