How real projects configure their agents

23,702 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
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
mrgoonie/claudekit-cli claudekit.cc A CLI command to get started with ClaudeKit 116 Claude Code, Codex, OpenCode 2 4,006 tok
godot-fun/godot-framework A lightweight Godot framework + agent skills for building and shipping games 116 Codex, OpenCode 1 2,480 tok
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
harnessworks/harness-starter-kit harnessworks.github.io 🐴 Prompt-first harness engineering for safer AI coding agent workflows. 116 Codex, OpenCode 1 2,052 tok
manager-dot-dev/manager-skills Skills for engineering managers 116 Codex, OpenCode 1 324 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
tlbx-ai/tlbx tlbx.ai Open-source Agentic Development Environment (ADE) for Codex, Claude Code and other agents. 116 Codex, OpenCode 1 4,314 tok
elixir-vibe/pi-elixir BEAM runtime tools for pi — connects to the running Elixir app via Tidewave 116 Codex, OpenCode 1 1,626 tok
oil-oil/ui-ux-guide Organize project design guidelines, review interface and interaction issues, and produce d 116 Claude Code, Codex, OpenCode 2 941 tok
finch04/LightBot A lightweight enterprise Java AI Agent platform. Covers advanced AI features including Age 116 Claude Code, Codex, OpenCode 2 16,013 tok
MetcalfSolutions/Satori metcalfsolutions.github.io Claude Code skill & open-source wisdom companion (v6.6.0, Apache 2.0) for CLI, IDE, and we 116 Claude Code, Codex, Gemini CLI, OpenCode 5 908 tok
Thurbeen/thurbox thurbox.thurbeen.eu TUI for agentic code orchestration 116 Claude Code, Codex, OpenCode 13 5,677 tok
leehack/mcp_dart Dart implementation of MCP SDK 116 Codex, OpenCode 1 1,244 tok
microsoft/vscode-copilotstudio VS Code Extension for Copilot Studio 116 Claude Code, Codex, GitHub Copilot, OpenCode 6 7,425 tok
rapiddweller/datamimic datamimic.io Model-driven synthetic test data for CI/CD and analytics - deterministic, privacy-preservi 116 Codex, OpenCode 1 2,684 tok
Waybox-AI/roadtrip-skill roadtripskill.dev An AI agent skill that turns "start + days" into a road trip you can actually drive. 116 Claude Code, Codex, OpenCode 2 4,360 tok
nwiizo/cargo-coupling crates.io A coupling analysis tool for Rust projects - measuring the 'right distance' in your code 116 Claude Code, Codex, OpenCode 21 2,432 tok
bmad-code-org/bmad-method-test-architecture-enterprise Test Architect Full BMad Method Enhancement 116 Codex, OpenCode 1 533 tok
syhily/kobato yufan.me An open source blog system for the writers. 115 Claude Code, Codex, OpenCode 7 8,020 tok
friendsofhyperf/components 🚀 The most popular components for Hyperf. 115 Claude Code, Codex, GitHub Copilot, OpenCode 5 6,160 tok
oculus-samples/Unity-MoveFast Oculus Interaction SDK showcase demonstrating the use of Interaction SDK in Unity with han 115 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 1,061 tok
ohmiler/gridgeist ohmiler.github.io Gridgeist turns product intent into a rigorous visual system—without the generic AI SaaS a 115 Codex, OpenCode 1 141 tok
bladeofgod/flutter-ai-harness An AI-native engineering harness for production Flutter and hybrid mobile app repositorie 115 Claude Code, Codex, OpenCode 55 6,359 tok
Peiiii/skild skild.sh The npm for Agent Skills — Discover, install, manage, and publish AI Agent Skills with eas 115 Codex, OpenCode 1 1,625 tok
fuwasegu/aegis DAG-based Deterministic Context Compiler for AI Coding Agents 115 Claude Code, Codex, OpenCode 6 5,151 tok
liberusoftware/real-estate-laravel liberusoftware.com Real Estate / Estate Agent, solution for your Property Agency. Application written in Lara 115 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 15 33,626 tok
jacob-bd/universal-skills-manager 115 Claude Code, Codex, OpenCode 2 8,102 tok
agentcompanies/agentcompanies 115 Codex, OpenCode 1 245 tok
robertoshimizu/session-graph Turn your scattered AI coding sessions into a queryable knowledge graph. Multi-platform (C 115 Claude Code, Codex, OpenCode 3 5,124 tok
livekit-examples/agent-starter-node docs.livekit.io A complete voice AI starter app for LiveKit Agents with Node.js 115 Claude Code, Codex, OpenCode 2 1,273 tok
jthorborg/signalizer jthorborg.com Audio/signal visualizer plugin 115 Claude Code, Codex, OpenCode 2 977 tok
mr-karan/hodor Agentic code reviewer for GitHub PRs and GitLab MRs. Multi-step reasoning with autonomous 115 Codex, OpenCode 1 1,907 tok
LotusDecoder/zhixin-companion A companion-style prompt and agent configuration file for personal journaling, reflection, 115 Claude Code, Codex, OpenCode 2 5,904 tok
catoncat/notion-local-ops-mcp Use Notion AI with your local files, shell, and fallback local agents. 115 Claude Code, Codex, OpenCode 3 1,233 tok
compozy/kb 115 Claude Code, Codex, OpenCode 23 8,948 tok
aAAaqwq/AGI-Super-Team npmjs.com An installable, cross-framework AI organization: C-suite agents, expert subagents, curated 115 Claude Code, Codex, OpenCode 2 596 tok
octopusreview/octopus octopus-review.ai AI-powered PR review tool — multi-armed code analysis, no bug escapes 🐙 115 Codex, OpenCode 1 1,144 tok
illusionaireal/oh-my-patent npmjs.com 🏛️ The patent plugin for AI coding agents — turn technical ideas into patent disclosures 115 Claude Code, Codex, OpenCode 2 2,801 tok
NVIDIA/elements nvidia.github.io The UI SDK and agent-ready developer toolkit for AI factories, robotics, and autonomous ve 115 Claude Code, Codex, OpenCode 7 3,061 tok
denysosadchyi/figmosha2 Let Claude edit your Figma file for you — bulk-rename layers, swap variants, bind colour v 115 Claude Code, Codex, OpenCode 2 5,810 tok
changkun/wallfacer Chat, specs, tasks, and code. An autonomous engineering platform. Full autonomy when you t 115 Codex, OpenCode 1 202 tok
futuregene/future-os future-os.cn One AI agent, everywhere you work — terminal, desktop, mobile, and your chat apps. Rust co 115 Codex, OpenCode 1 11,009 tok
Czarnak/tia-portal-mcp Specialized bridge designed to connect LLMs and AI agents directly to Siemens SIMATIC TIA 115 Codex, OpenCode 1 8,786 tok
exmergo/dex exmergo.com Dex lets your agent build your analytics. 115 Codex, GitHub Copilot, OpenCode 2 39,115 tok
helderberto/dotfiles ⚙️ Setup a macOS environment quickly and easily! 114 Codex, OpenCode 1 366 tok
alpic-ai/apps-sdk-template alpic.ai A minimalist Typescript ChatGPT App based on the Skybridge framework 114 Claude Code, Codex, OpenCode 2 32 tok
lfaoro/ssm A fast, keyboard-driven TUI that makes your existing ~/.ssh/config delightful to use at fl 114 Codex, OpenCode 1 1,989 tok