How real projects configure their agents

23,614 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 agents8,442Claude Code6,875Data and AI3,584Git and workflow3,574Backend and APIs3,550Languages3,468Planning3,315Code review2,876Testing2,653DevOps and cloud2,462Writing and docs2,461Memory and context2,373Research2,315Frontend2,301Security2,167Project management1,944

All Claude Code32,436 Codex24,692 OpenCode23,614 GitHub Copilot3,700 Gemini CLI2,016 Cursor1,769 Windsurf202 Kiro113

Project Stars Configures Files Always loaded
ljtn/epiq epiq.sh Distributed, code-native issue tracker - audit workflows via time-travel 581 Claude Code, Codex, OpenCode 3 2,910 tok
miniidealab/openlogos Open-source software development methodology for the AI era | Open-source software develop 581 Claude Code, Codex, OpenCode 8 5,891 tok
redai-infra/Relax redai-infra.github.io An Asynchronous Reinforcement Learning Engine for Omni-Modal Post-Training at Scale 580 Claude Code, Codex, OpenCode 8 2,533 tok
microsoft/DebugMCP Gift your VS Code agent a real debugger: breakpoints, stepping, inspection. 579 Codex, OpenCode 1 970 tok
tantara/openbrief openbrief-phi.vercel.app 578 Codex, OpenCode 1 754 tok
smallnest/autoresearch autodevelop: autoresearch for software development 577 Claude Code, Codex, OpenCode 2 3,439 tok
can1357/pon Python 3.14, compiled to metal — JIT & AoT native compiler and runtime in Rust. Cranelift 577 Codex, OpenCode 1 489 tok
rsmdt/the-startup r16t.com The Agentic Startup - A collection of Claude Code commands, skills, and agents. 577 Claude Code, Codex, OpenCode 1 533 tok
devopness/devopness devopness.com Devopness: AI DevOps on your cloud. Deploy apps, infra and CI/CD. Any cloud and any stack, 577 Claude Code, Codex, OpenCode 2 583 tok
bex-co/bex bex.co The open-source Render alternative — AI-native. Git push → build → deploy on your own infr 577 Claude Code, Codex, OpenCode 29 2,564 tok
agentpit-io/hunter-community hunter-community.agentpit.io Hunter Community Edition · Private financial AI team · AI agents + AI quant · open-source 577 Codex, OpenCode 1 413 tok
tsz-org/tsz tsz.dev An experiment in fully hand-off software engineering: A performance-first TypeScript check 577 Claude Code, Codex, OpenCode 17 8 tok
vinilana/dotcontext 576 Claude Code, Codex, OpenCode 2 1,013 tok
facebook/meta-wearables-dat-ios Meta Wearables Device Access Toolkit for iOS 576 Codex, GitHub Copilot, OpenCode 2 23,039 tok
shobcoder/shob shob.olova.dev Shob – an AI agent that delivers high-quality coding & automation work 575 Codex, OpenCode 1 3,531 tok
neiltron/apple-health-mcp Local-first Apple Health MCP server. Lets AI assistants answer questions about your sleep, 575 Claude Code, Codex, OpenCode 2 669 tok
amanaiproduct/personal-os Framework for a local AI agent powered task management system 573 Claude Code, Codex, OpenCode 2 786 tok
OWASP/AISVS The AI Security Verification Standard (AISVS) focuses on providing developers, architects, 573 Claude Code, Codex, OpenCode 2 752 tok
Azure/azure-dev aka.ms A developer CLI for working with Azure resources to build and deploy AI applications. Comm 572 Claude Code, Codex, GitHub Copilot, OpenCode 22 2,016 tok
jxnl/personal-monorepo-template 572 Codex, OpenCode 16 1,084 tok
umutxyp/Seo-Promt-Master 🔍 Google SEO's full docs as an AI prompt machine — drop it into your AI assistant to map 572 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 5 2,230 tok
stablyai/agent-slack onorca.dev Slack automation CLI for AI agents 572 Codex, OpenCode 1 116 tok
green-dalii/obsidian-llm-wiki llmwiki.greenerai.top Karpathy's LLM Wiki implementation plugin for Obsidian - turns notes and PDFs into a linke 571 Claude Code, Codex, OpenCode 2 7,934 tok
Yuzzyuk/marketing-os An entire marketing department as one Claude skill. 14 modules: audits scored 0-100, an 18 571 Codex, OpenCode 1 817 tok
qntx/ovo Agent behavior that compiles 570 Codex, OpenCode 1 189 tok
madarco/agentbox agent-box.sh Run multiple agents in parallel sandboxed VMs, with a single command, on your PC or in the 570 Claude Code, Codex, OpenCode 3 7,566 tok
JKorf/CryptoExchange.Net cryptoexchange.jkorf.dev A C# .netstandard base library used for implementing cryptocurrency exchange API's. 569 Codex, GitHub Copilot, OpenCode 2 2,975 tok
level09/enferno enferno.io Lean Flask framework built for coding agents: Vue 3 + Vuetify with no build step, producti 569 Claude Code, Codex, OpenCode 2 1,582 tok
wuxiran/cc-pane Multi-instance split-pane manager for Claude Code — a cross-platform desktop app built wit 567 Claude Code, Codex, OpenCode 29 24,905 tok
tzachbon/smart-ralph Spec-driven development with smart compaction. Claude Code plugin combining Ralph Wiggum l 567 Claude Code, Codex, OpenCode 3 1,911 tok
kwakseongjae/oh-my-design oh-my-design.kr Give your AI coding agent a design system. One command installs 500+ quality-graded compan 567 Claude Code, Codex, OpenCode 71 4,093 tok
haowjy/creative-writing-skills claude skills focused on creative writing 567 Codex, OpenCode 1 2,672 tok
johnpapa/vscode-angular-snippets Angular Snippets for VS Code 566 Codex, GitHub Copilot, OpenCode 2 2,225 tok
sinanata/unity-ui-toolkit-design-system sinanata.github.io Drop-in design system for Unity 6 UI Toolkit (UIDocument + PanelRenderer, UXML + USS): tok 565 Codex, GitHub Copilot, OpenCode 2 3,593 tok
marianfoo/sap-ai-mcp-servers sap-ai-tools.marianzeis.de A complete list of SAP MCP Servers and SAP AI Skills 565 Codex, OpenCode 1 3,512 tok
vltpkg/vltpkg vlt.sh the vlt package manager monorepo 565 Codex, GitHub Copilot, OpenCode 2 3,361 tok
ClickHouse/agent-skills clickhouse.ai The official Agent Skills for ClickHouse and ClickHouse Cloud 564 Codex, OpenCode 1 1,897 tok
ex-machina-co/opencode-anthropic-auth 564 Codex, OpenCode 1 132 tok
UNLINEARITY/CLI-WeChat-Bridge unlinearity.github.io Integrate AI command-line tools into WeChat ClawBot / WeCom bots in the most native way. C 564 Codex, OpenCode 1 5,074 tok
gakonst/nanocodex docs.rs Building blocks for frontier OpenAI agents in Rust. Nanocodex empowers you with Codex-leve 564 Codex, OpenCode 1 1,605 tok
Azure-Samples/aisearch-openai-rag-audio azure.microsoft.com A simple example implementation of the VoiceRAG pattern to power interactive voice generat 564 Codex, OpenCode 1 3,306 tok
lnikell/loopndroll Keep Codex running forever 563 Claude Code, Codex, OpenCode 6 535 tok
miantiao-me/aigc-weekly aigc-weekly.agi.li Agili's AIGC Weekly — a curated AIGC (artificial intelligence-generated content) newslette 563 Claude Code, Codex, OpenCode 2 1,281 tok
wavyrai/tmux-ide tmux-ide.com The open-source tmux GUI/TUI for your coding agents 563 Claude Code, Codex, OpenCode 2 6,257 tok
ndycode/codex-multi-auth npmjs.com Codex CLI multi-account OAuth manager with account switching, health checks, runtime rotat 563 Codex, OpenCode 1 6,277 tok
Muvon/octomind octomind.run Open-source AI coding agent and agent runtime: one binary, any model, MCP-native. Runs in 563 Codex, OpenCode 1 4,151 tok
zai-org/Synapse synapse-zai-org.vercel.app Self-hosted AI workspace with shareable AI teammates, shared conversations, memory, and go 563 Claude Code, Codex, OpenCode 17 5,342 tok
emiliaprotocol/emilia-protocol emiliaprotocol.ai Authority control plane for autonomous work. EMILIA Gate enforces finite customer-owned ma 562 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 1,869 tok
miantiao-me/cloud-code Cloud Code (Cloudflare + OpenCode), running OpenCode on Cloudflare to build a dedicated cl 561 Codex, OpenCode 1 1,921 tok
am-will/limux GPU-accelerated terminal multiplexer for Linux 561 Claude Code, Codex, OpenCode 2 2,795 tok