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
Koshimizu-Takehito/my-toybox my-toybox is an experimental iOS app project that showcases a wide variety of SwiftUI and 118 Claude Code 13 800 tok
sonilo-ai/skills Agent skills for Sonilo's licensed music, sound-effects, dubbing, and audio-ducking API 117 Claude Code, Codex, OpenCode 2 1,603 tok
appleweiping/WEIPING_LAB Autonomous research system: phenomenon-driven discovery, kill-first ideation, anti-toy enf 117 Claude Code, Codex, OpenCode 3 2,270 tok
jmacdotorg/plerd Ultralight Dropbox-friendly Markdown-based blogging. 117 Claude Code 1 2,013 tok
VCnoC/Claude-Code-Zen-mcp-Skill-Work Let me briefly say a few words about this matter, and you'll understand. In short, this is 117 Claude Code, Codex, OpenCode 3 31,672 tok
zrong/blog blog.zengrong.net Markdown source files for blog posts 117 Claude Code, Codex, OpenCode 2 1,048 tok
discourselab/scrapai-cli docs.scrapai.dev AI-powered web scraping CLI. Describe what you want, get a production-ready Scrapy spide 117 Claude Code, Codex, OpenCode 2 9,099 tok
androidZzT/cc-statistics AI Coding stats dashboard — track costs, tokens, and efficiency across Claude Code / Gemin 117 Claude Code, Codex, OpenCode 2 1,823 tok
Sugar-Coffee/stokowski A multi-model autonomous agentic engineering pipeline driven by linear. Claude + Codex + L 117 Claude Code 2 7,031 tok
DataHaskell/sabela A reactive notebook for Haskell 117 Claude Code, Codex, OpenCode 2 3,611 tok
muratgur/ordinus Your local-first command center for working with AI agents like a real team. 117 Claude Code, Codex, OpenCode 13 1,112 tok
droidconKE/droidconKeKotlin dcke 117 Claude Code, Codex, OpenCode 2 5,483 tok
Inakitajes/convoy Convoy is a higher-level orchestration harness for OpenCode that turns a PRD into a struct 117 Claude Code, OpenCode 12 —
cj-vana/claude-swarm MCP server for orchestrating parallel Claude Code worker swarms with protocol-based behavi 117 Claude Code 1 3,967 tok
gmickel/gno gno.sh Local AI-powered document search and editing with first-in-class hybrid retrieval, LLM ans 117 Claude Code, Codex, OpenCode 10 8,794 tok
ADW-19/build_a_product_agent Production-Grade AI Agent Development Full-Chain Guide: Development, Testing, and Base Fra 117 Claude Code 1 2,469 tok
ricneves-ai/flowgrammers-skills flowgrammers.com.br Flowgrammers Skills - Enteprise Skills 117 Claude Code, Codex 5 1,722 tok
sadiuysal/crawl4ai-mcp-server 🕷️ A lightweight Model Context Protocol (MCP) server that exposes Crawl4AI web scraping a 117 Claude Code, Cursor 2 5,754 tok
heypandax/cc-pocket heypandax.github.io Drive Claude Code or OpenAI Codex from your phone — resume sessions, stream output, approv 117 Claude Code, Codex, OpenCode 2 3,632 tok
AgriciDaniel/claude-prompts skool.com AI prompt database and builder skill for Claude Code. 2,500+ curated prompts across 19 cat 117 Claude Code 1 809 tok
SalesforceAIResearch/agentforce-adlc Agent Development Life Cycle — Build, deploy, test, and optimize Agentforce agents using C 117 Claude Code, Codex, OpenCode 2 2,959 tok
robonuggets/hyperframes-helper Hyperframes Helper — three-level kit for HTML-to-MP4 motion-graphics videos. By RoboNugget 117 Claude Code 1 497 tok
jszmajda/lid linked-intent.dev Linked-Intent Development - a SDD methodology for agentic coding 117 Claude Code, Codex, OpenCode 3 2,139 tok
MetcalfSolutions/Satori metcalfsolutions.github.io Claude Code skill & open-source wisdom companion (v6.6.0, Apache 2.0) for CLI, IDE, and we 117 Claude Code, Codex, Gemini CLI, OpenCode 5 908 tok
zpoint/vibe-seller AI automation framework for cross-border sellers (supports Amazon, Noon, Mercado Libre, Qi 117 Claude Code, Codex, OpenCode 5 5,942 tok
madeye/mcp-cli a prototype to save fork/exec overhead of ai code agent 117 Claude Code 1 1,978 tok
SkyeShark/eidoverse-video Video-production toolkit for AI agents: Deno + WebGPU + three.js/TSL render engine with VR 117 Claude Code, Codex, OpenCode 2 2,620 tok
hechtcarmel/jetbrains-debugger-mcp-plugin 117 Claude Code 1 4,946 tok
timharris707/modeldeck modeldeck.ai macOS menu bar app that tracks usage limits across all your Claude Code and Codex CLI acco 117 Claude Code 1 324 tok
reliverse/experiments reliverse.org Experimental projects, prototypes, and early ideas from the Reliverse and Bleverse ecosyst 117 Claude Code, Codex, Cursor, OpenCode 17 5,083 tok
nwiizo/cargo-coupling crates.io A coupling analysis tool for Rust projects - measuring the 'right distance' in your code 117 Claude Code, Codex, OpenCode 21 2,432 tok
aptos-labs/aptos-ts-sdk aptos-labs.github.io An SDK for accessing the Aptos blockchain data, submitting transactions, and more! 117 Claude Code, Codex, OpenCode 2 2,520 tok
RobertoMachorro/Moped roberto.machorro.net A general purpose text editor, small and light. 117 Claude Code, Codex, OpenCode 3 291 tok
GoogleCloudPlatform/cxas-scrapi A powerful Python API, CLI, and set of Agent Skills for CX Agent Studio to automate, evalu 116 Claude Code, Codex, Gemini CLI, OpenCode 6 1,557 tok
appleweiping/WEIPING_WIKI appleweiping.github.io knowledge base managed with an LLM workflow 116 Claude Code, Codex, OpenCode 3 15,514 tok
nexus-labs-automation/mobile-observability Claude Code plugin for mobile app observability: crash reporting, performance monitoring, 116 Claude Code 1 510 tok
dancinlab/void 🕳️ VOID — Terminal emulator written in hexa-lang. 116 Claude Code, Codex 1 —
hmenzagh/CCMeter Deep analytics and session insights for your Claude Code usage 116 Claude Code 1 —
SeifBenayed/cloclo Open-source Claude Code SDK — single-file CLIs in Node.js, Python, Go, Rust that use direc 116 Claude Code, Codex, OpenCode 17 3,023 tok
eric-tramel/moraine eric-tramel.github.io Unified realtime agent trace database & search MCP 116 Claude Code, Codex, OpenCode 4 2,736 tok
ggplab/n8n-playbook n8n-playbook: cheastsheet, examples 116 Claude Code 1 243 tok
kylesnowschwartz/SimpleClaude Practical minimalism for AI assisted programming with Claude Code 116 Claude Code 1 3,138 tok
pminervini/deep-research-mcp MCP server for OpenAI and Gemini Deep Research, Tavily Research, and self-hosted DR-Tulu a 116 Claude Code, Codex, OpenCode 2 1,719 tok
sine-io/byte-of-nanobot sineio.top A nanobot tutorial for beginners, taking you from "getting it running" to "understanding t 116 Claude Code 1 522 tok
Realistic-Farming/FS25_SoilFertilizer discord.gg Realistic soil nutrient management for Farming Simulator 25. Track N/P/K, pH, and organic 116 Claude Code 1 6,593 tok
livekit-examples/agent-starter-node docs.livekit.io A complete voice AI starter app for LiveKit Agents with Node.js 116 Claude Code, Codex, OpenCode 2 1,273 tok
jacob-dietle/context-os 116 Claude Code 14 675 tok
disler/learning-cmux-with-agents 31 natural-language prompts that prove one primary agent can stand up, drive, and tear dow 116 Claude Code 11 —
davila7/claude_subagents Claude SubAgents 116 Claude Code 7 —
zifengyuan6-star/xuexi-learning-skill learning-skill: An interactive learning Skill based on 2 Sigma and mastery learning 116 Claude Code 1 901 tok