How real projects configure their agents

32,107 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 agents7,489Claude Code6,592Data and AI3,693Backend and APIs3,493Languages3,401Planning3,203Git and workflow3,138Code review2,732Memory and context2,360Testing2,339DevOps and cloud2,295Research2,291Writing and docs2,287Frontend2,245Security1,998Productivity1,707

All Claude Code32,084 Codex23,236 OpenCode22,010 GitHub Copilot3,537 Gemini CLI1,912 Cursor1,736 Windsurf111 Kiro74

Project Stars Configures Files Always loaded
christophhart/HISE hise.audio The open source framework for sample based instruments 1,426 Claude Code 1 2,030 tok
inkeep/agents docs.inkeep.com Create AI Agents in a No-Code Visual Builder or TypeScript SDK with full 2-way sync. For s 1,425 Claude Code, Codex, OpenCode 2 9,419 tok
Nearcyan/vibecraft It's Vibecraft! 1,424 Claude Code 1 8,299 tok
yohey-w/multi-agent-shogun Samurai-inspired multi-agent system for Claude Code. Orchestrate parallel AI tasks via tmu 1,420 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 17 15,149 tok
spring-projects/spring-ai-examples 1,419 Claude Code 1 2,307 tok
mnemox-ai/tradememory-protocol mnemox.ai Decision audit trail + persistent memory for AI trading agents. Outcome-weighted recall, t 1,417 Claude Code, Codex, OpenCode 3 355 tok
digitalinnovationone/dio-agent Agente de IA criado pela DIO para apoiar seus estudos. 1,417 Claude Code, Codex, OpenCode 2 1,125 tok
dyoshikawa/rulesync rulesync.dyoshikawa.com A Utility CLI for AI Coding Agents 1,416 Claude Code 2
deepcoldy/botmux deepcoldy.github.io Bridge Feishu/Lark to AI coding CLIs — Claude Code, Codex, Gemini, OpenCode… every DM, gro 1,416 Claude Code, Codex, OpenCode 2 4,245 tok
CloudAI-X/claude-workflow-v2 Universal Claude Code workflow plugin with agents, skills, hooks, and commands 1,415 Claude Code 1 1,032 tok
hesamsheikh/octogent A thin orchestration dashboard over Claude Code for managing context, automation, and deve 1,414 Claude Code, Codex, OpenCode 2 986 tok
nrwl/nx-console nx.dev Nx Console is the user interface for Nx & Lerna. 1,414 Claude Code, Codex, Cursor, OpenCode 12 1,370 tok
Jwuthri/Tracely-ai tracely-ai.com Trace-native CI/CD for AI agents — production failures become regression tests that block 1,403 Claude Code, Codex 43 3,196 tok
milanglacier/minuet-ai.nvim 💃 Dance with Intelligence in Your Code. Minuet offers code completion as-you-type from po 1,400 Claude Code, Codex, OpenCode 2 372 tok
preset-io/agor agor.live Agor - team command center for all things agentic 1,399 Claude Code, Codex, OpenCode 2 7,131 tok
m0n0x41d/haft haft.tools Engineering decisions engine that know when they're stale. Frame, compare, decide — with e 1,391 Claude Code, Codex, OpenCode 2 10,802 tok
daymade/claude-code-skills Professional Claude Code skills marketplace featuring production-ready skills for enhanced 1,388 Claude Code, Codex, OpenCode 2 6,509 tok
openclaw/crabbox crabbox.sh Crabbox: warm a box, sync the diff, run the suite. 1,388 Claude Code, Codex, OpenCode 2 1,651 tok
riba2534/feishu-cli feishu-cli is a full-featured command-line tool for the Feishu Open Platform. It wraps ope 1,385 Claude Code, Codex, OpenCode 2 10,186 tok
EvanBacon/expo-apple-targets Config Plugin to setup Apple targets 1,384 Claude Code 1 1,964 tok
ChiChou/grapefruit codecolor.ist Open-source mobile security testing suite for iOS and Android. Previously Passionfruit 1,384 Claude Code, Codex, OpenCode 2 440 tok
e2b-dev/infra e2b.dev Infrastructure that's powering E2B Cloud. 1,379 Claude Code, Codex, OpenCode 2 2,886 tok
justrach/codedb codegraff.com Zig code intelligence server and MCP toolset for AI agents. Fast tree, outline, symbol, se 1,378 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,700 tok
cloudposse/atmos atmos.tools Atmos is the open-source runtime for infrastructure — it builds, authenticates, and ships 1,376 Claude Code 52 6,114 tok
vczh-libraries/Release Release folder of all projects, mainly for GacUI: Native C++ UI library, cross-platform, M 1,376 Claude Code, Codex, GitHub Copilot, OpenCode 9 4,366 tok
HashLoad/horse Fast, opinionated, minimalist web framework for Delphi 1,375 Claude Code, Codex 4
desko27/react-call react-call.desko.dev Call & Await React Components 1,370 Claude Code 25 141 tok
elirantutia/vibeyard The IDE built for AI coding agents. 1,370 Claude Code 6 8,815 tok
kodustech/kodus-ai kodus.io AI Code Review with Full Control Over Model Choice and Costs. 1,369 Claude Code, Codex, OpenCode 5 1,064 tok
apache/struts struts.apache.org Apache Struts is a free, open-source, MVC framework for creating elegant, modern Java web 1,366 Claude Code, Codex, OpenCode 10 1,836 tok
OpenRaiser/NanoResearch 🦞+🔬 NanoResearch: The Autonomous AI Research Assistant 1,365 Claude Code, Codex, OpenCode 2 1,586 tok
najmuzzaman-mohammad/gawkbot gawk.bot open source grok bot. gawk bots automate your menial work via AI models and build you micr 1,365 Claude Code, Codex, OpenCode 2 14 tok
cccyd2003-qwq/pinkbin Scan disks · Understand them · Delete files. Disk scanning and cleanup Agent (Tauri 2 + Re 1,363 Claude Code 4 1,397 tok
superdesigndev/treg treg.to OpenRouter for agent tools. Join community here: https://discord.gg/6mQYYfFMAn 1,362 Claude Code, Codex, OpenCode 12 2,454 tok
wrtnlabs/autobe autobe.dev AI Vibe Coding Agent of TS backend server, enhanced by compiler skills, generating 100% wo 1,360 Claude Code 2 2,977 tok
mbailey/voicemode voicemode.dev Natural voice conversations with Claude Code 1,359 Claude Code, Codex, OpenCode 16 2,170 tok
ChatPRD/lennys-podcast-transcripts Transcripts from Lenny's Podcast 1,358 Claude Code 1 715 tok
mohitagw15856/pm-claude-skills mohitagw15856.github.io 1098 professional Agent Skills for Claude, ChatGPT, Gemini, Cursor & Codex — from PRDs and 1,357 Claude Code, Codex, OpenCode 1 563 tok
agentconnect-md/agentconnect agentconnect.md The open-source, multi-agent alternative to Claude Tag. @ any agent, wherever work happen 1,357 Claude Code, Codex, OpenCode 4 4,282 tok
raroque/boop-agent iMessage personal agent: choose Claude Agent SDK (Claude Code) or Codex app-server runtime 1,356 Claude Code, Codex, OpenCode 10 589 tok
poco-ai/poco-claw poco-docs.vercel.app A more beautiful and easier-to-use alternative to OpenClaw. It features a nicer Web UI, bu 1,353 Claude Code, Codex, OpenCode 2 2,869 tok
getsentry/sentry-java docs.sentry.io A Sentry SDK for Java, Android and other JVM languages. 1,351 Claude Code, Codex, OpenCode 6 2,638 tok
melgarafael/DeskcommCRM deskcomm.com.br Open-source AI sales OS — self-hosted CRM with native AI agents + WhatsApp (WAHA). Open al 1,349 Claude Code, Codex, OpenCode 18 17,818 tok
obot-platform/nanobot nanobot.ai Build MCP Agents 1,342 Claude Code 1 1,662 tok
Lapis0x0/obsidian-yolo Agent-native AI assistant — chat, write, learning, all in one. 1,342 Claude Code, Codex, GitHub Copilot, OpenCode 4 2,422 tok
nrslib/takt TAKT Agent Koordination Topology - Define how AI agents coordinate, where humans intervene 1,337 Claude Code, Codex, OpenCode 2 4,489 tok
LargeModGames/spotatui spotatui.com A fast, standalone terminal music player in Rust: native Spotify streaming plus local, Sub 1,335 Claude Code, Codex, GitHub Copilot, OpenCode 3 28,472 tok
Team-Commonly/commonly commonly.me Open-source room for humans + cross-vendor AI agents. Every agent gets its own name, memor 1,334 Claude Code, Codex, OpenCode 2 16,289 tok
lycorp-jp/sim-use Give your AI agent eyes and hands on iOS Simulator and Android emulator/devices. 1,332 Claude Code, Codex, OpenCode 5 2,309 tok
nateherkai/AIS-OS AI Operating System starter kit for Claude Code and Codex. Five skills: /onboard, /audit, 1,332 Claude Code, Codex, OpenCode 2 1,546 tok