How real projects configure their agents

43,579 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 agents7,541Claude Code6,614Data and AI3,687Backend and APIs3,492Languages3,397Planning3,211Git and workflow3,159Code review2,735Memory and context2,362Testing2,357DevOps and cloud2,306Writing and docs2,299Research2,296Frontend2,252Security2,009Productivity1,710

All Claude Code32,137 Codex23,307 OpenCode22,079 GitHub Copilot3,547 Gemini CLI1,916 Cursor1,738 Windsurf121 Kiro77

Project Stars Configures Files Always loaded
xiaoyuge886/aigc AIGC Intelligent Agent Platform is a powerful AI application framework that integrates Cla 197 Claude Code 17 1,309 tok
broadinstitute/viral-ngs viral-ngs.readthedocs.io viral-ngs: command line tools and wrappers for processing raw viral genomic data 197 Claude Code, Codex, GitHub Copilot, OpenCode 7 6,010 tok
tsubotax/melta-ui melta.tsubotax.com A design system readable by both humans and AI — AI-Ready Design System for Claude Code & 197 Claude Code, Codex, OpenCode 5 2,838 tok
SSSYoung/vibe-coding-mobile-engineering Practice-oriented, with all articles and case studies summarizing personal engineering exp 197 Claude Code, Codex, OpenCode 2 1,925 tok
mpecan/tokf tokf.net Config-driven CLI tool that compresses command output before it reaches an LLM context 197 Claude Code 4 2,341 tok
madebyaris/native-cli-ai nca-cli.com A native Rust CLI for orchestrating AI agents across projects, with persistent sessions, 197 Codex, OpenCode 1 553 tok
chaitin/OctoBus chaitin.github.io A secure local gateway for AI agents to reliably call approved enterprise APIs, tools, and 197 Codex, OpenCode 1 739 tok
FinAegis/core-banking-prototype-laravel finaegis.org Open-source core banking platform — 61 DDD domains with event sourcing, CQRS, and a schema 197 Claude Code, Codex, OpenCode 2 9,349 tok
ros-claw/rosclaw rosclaw.io Self-evolving runtime infrastructure for Physical AI and embodied agents. Ground AI agents 197 Claude Code, Codex, OpenCode 4 3,473 tok
facebook/meta-wearables-webapp AI-assisted development toolkit for building web applications on Meta Ray-Ban Display glas 197 Codex, GitHub Copilot, OpenCode 2 36,201 tok
activeing123/mcptoon pypi.org MCP tool discovery burns 71,929 tokens. mcptoon drops it to 581 (−99.2%, measured). Zero d 197 Codex, Gemini CLI, OpenCode 2 1,918 tok
KarlRaf/gtm-starter-kit A Claude Code repository for GTM teams. Context templates, skills, workflows, and a fully 197 Claude Code 1 924 tok
phuryn/grok-build-vscode productcompass.pm Grok Build Desktop (Windows, macOS) + GUI for Grok Build CLI (Grok 4.6; extensions for VS 197 Claude Code, Codex, OpenCode 3 8,077 tok
tamdogood/builder-essential-skills npmjs.com A repository for skills that are essential to my daily work 197 Codex, OpenCode 1 225 tok
DaleSeo/korean-skills skills.sh 🇰🇷 Korean language skills for AI agents 197 Claude Code, Codex, OpenCode 2 2,745 tok
ffroliva/gflow-cli ffroliva.github.io Drive Google Flow from the command line: Veo video and Imagen images, scripted, batched an 197 Claude Code, Codex, GitHub Copilot, OpenCode 22 10,900 tok
dahlia/hongdown dahlia.github.io A Markdown formatter that enforces Hong Minhee's Markdown style conventions 196 Claude Code, Codex, OpenCode 3 4,360 tok
ImGoodBai/goodable goodable.cn Goodable is a local-first Desktop AI Workspace (Desktop Agent Runtime) powered by Claude A 196 Claude Code 1 723 tok
microsoft/mcp-dotnet-samples aka.ms A comprehensive set of samples of creating and using MCP servers and clients with .NET 196 Codex, GitHub Copilot, OpenCode 2 3,438 tok
sz8887031-bot/kol-claw Making KOL campaigns scientific instead of guesswork: automatically find influencers, quan 196 Claude Code 3
ericbuess/claude-code-project-index PROJECT_INDEX system for Claude Code - provides architectural awareness for AI coding 196 Claude Code 1 44 tok
dancinlab/hexa-lang 💎 Native compiler with atlas-bound theorems — 8 strict-lint stages · citation-enforced · 196 Claude Code, Codex, OpenCode 5 3,376 tok
Yapie0/carboncode yapie0.github.io Carbon Code is a Claude Code-like code development tool and China's first code development 196 Claude Code, Codex, OpenCode 2 3,088 tok
MCP-Manager/MCP-Checklists mcpmanager.ai 196 Claude Code 1 4,505 tok
Michaelliv/claude-quest RPG-style animation viewer for Claude Code sessions - watch your AI companion react to too 196 Claude Code 1 1,885 tok
nativ3ai/hermes-agent-camel Hermes Agent fork with integrated CaMeL trust boundaries 196 Codex, OpenCode 1 8,715 tok
daydreamsai/lucid-agents docs.daydreams.systems Lucid Agents Commerce SDK. Bootstrap AI agents in 60 seconds that can pay, sell, and parti 196 Codex, OpenCode 1 7,789 tok
vicentereig/whatsapp-cli oss.vicente.services Danger. Danger. High Voltage. Give your codex/claude access to WhatsApp 196 Codex, OpenCode 1 1,186 tok
douglasmonsky/codex-usage-tracker Local-first MCP tools and dashboard for investigating Codex token usage, credits, costs, c 196 Claude Code, Codex, OpenCode 8 5,323 tok
AventurasTeam/Aventuras A frontend for LLM-based text adventure 196 Claude Code 1 1,136 tok
blogminhquy/javis-os javisos.com 196 Claude Code 7 8,160 tok
fkonovalov/rdrr rdrr.app Convert any URL to clean markdown for AI agents. 196 Claude Code, Codex, OpenCode 2 2,323 tok
realchendahuang/FlareMo A Cloudflare-native personal knowledge management system with a Memos-compatible API. 196 Codex, OpenCode 1 1,758 tok
rileyhilliard/rr Easily sync code to a remote machine and run commands there. That's it. 196 Claude Code 2
DeL-TaiseiOzaki/claude-code-orchestra 195 Claude Code, Codex, OpenCode 28 4,562 tok
myysophia/codex-config codex best practice 195 Codex, OpenCode 1 2,546 tok
everett7623/vps_scripts A multifunctional VPS script toolkit including system updates, speed tests, IP quality che 195 Claude Code, Codex, OpenCode 2 4,095 tok
meilisearch/meilisearch-mcp A Model Context Protocol (MCP) server for interacting with Meilisearch through LLM interfa 195 Claude Code 1 2,670 tok
Thavarshan/filterable 🔍 Enhance Laravel queries with adaptable, customisable filters and intelligent caching to 195 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,226 tok
posit-dev/mcptools posit-dev.github.io Model Context Protocol For R 195 Claude Code, Codex, OpenCode 2 139 tok
Dicklesworthstone/meta_skill Local-first skill management platform for AI coding agents: dual SQLite+Git persistence, s 195 Codex, OpenCode 1 10,227 tok
XMihura/Kanvas Manage projects visually with humans and AI agents using Obsidian Canvas. 195 Claude Code, Codex, OpenCode 2 1,742 tok
TheBushidoCollective/han han.guru A curated marketplace of Claude Code plugins that embody the principles of ethical and pro 195 Claude Code, Codex, Gemini CLI, OpenCode 6 3,550 tok
PostHog/wizard posthog.com Quickly add PostHog to your project using the setup wizard ✨ 195 Claude Code, Codex, OpenCode 8 2,876 tok
atomgit-atomcode/atomcode atomcode.atomgit.com An open-source alternative to Claude Code. Connect any LLM, edit code, run commands, and v 195 Codex, OpenCode 1 2,296 tok
janekbaraniewski/openusage openusage.sh The one dashboard you’ve been looking for — track spend and usage across Claude, Cursor, O 195 Claude Code, Codex, Cursor, OpenCode 32 4,013 tok
niclasvestlund-YT/vibepulse vibeonchip.com ESP32-S3 AMOLED for Claude Code & Codex usage, live agent activity, and answerable NEEDS Y 195 Claude Code, Codex, OpenCode 4 4,727 tok
anomalyco/hex hex.kitlangton.dev Local-first voice dictation for macOS. Hold a shortcut, speak, and paste into any app. Nat 195 Codex, OpenCode 1 7,439 tok
jiji262/claude-design-skill skills.sh A portable Claude Skill that turns Claude into an expert designer for HTML artifacts — dec 195 Claude Code, Codex, OpenCode 2 95 tok
serithemage/serverless-openclaw Run OpenClaw AI agent on-demand on AWS serverless infrastructure with Web UI and Telegram 195 Claude Code, Codex, OpenCode 19 3,523 tok