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
dimknaf/braindb An "LLM wiki" upgraded to a real database — typed entities, graph relations, HTTP API, and 116 Claude Code 1 2,917 tok
catoncat/notion-local-ops-mcp Use Notion AI with your local files, shell, and fallback local agents. 116 Claude Code, Codex, OpenCode 3 1,233 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
damusix/atomic-claude atomic.alonso.network Code graphs, wikis, and research-backed agentic coding. Deterministic tools for nondetermi 116 Claude Code 4 9,169 tok
denysosadchyi/figmosha2 Let Claude edit your Figma file for you — bulk-rename layers, swap variants, bind colour v 116 Claude Code, Codex, OpenCode 2 5,810 tok
rookslog/zlibrary-mcp npmjs.com MCP server that finds books across catalogues and downloads the original files 116 Claude Code, Codex, OpenCode 2 3,802 tok
Thurbeen/thurbox thurbox.thurbeen.eu TUI for agentic code orchestration 116 Claude Code, Codex, OpenCode 13 5,677 tok
guimatheus92/mcp-video-analyzer glama.ai MCP server that turns any video — YouTube, Instagram, TikTok, Loom, X, Vimeo, direct URLs, 116 Claude Code, Codex, OpenCode 3 1,018 tok
microsoft/vscode-copilotstudio VS Code Extension for Copilot Studio 116 Claude Code, Codex, GitHub Copilot, OpenCode 6 7,425 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
sergebulaev/tiktok-skills cccrafts.ai TikTok marketing skills for Claude Code and Codex: 3-second video hooks, captions, trend m 116 Claude Code, Codex, OpenCode 2 4,849 tok
mrgoonie/claudekit-cli claudekit.cc A CLI command to get started with ClaudeKit 115 Claude Code, Codex, OpenCode 2 4,006 tok
sandys/kappal 115 Claude Code 1 532 tok
opslane/verify Verification Skill for Claude Code 115 Claude Code 1 454 tok
syhily/kobato yufan.me An open source blog system for the writers. 115 Claude Code, Codex, OpenCode 7 2,186 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
nabeelhyatt/coworkpowers Superpowers for knowledge work in Claude Code 115 Claude Code 1 290 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
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
coleam00/helpline Demonstration codebase for building the AI Layer (CLAUDE.md hierarchy, hooks, skills, LSP, 115 Claude Code 8 455 tok
jacob-bd/universal-skills-manager 115 Claude Code, Codex, OpenCode 2 8,102 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
lisancao/lakehouse-at-home A fully open-source, self-hostable data lakehouse for local development and testing of mod 115 Claude Code 1 2,209 tok
jthorborg/signalizer jthorborg.com Audio/signal visualizer plugin 115 Claude Code, Codex, OpenCode 2 977 tok
mpsm/mcp-cpp MCP server tailored to work with large C/C++ codebases 115 Claude Code 5 8,061 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
olorehq/olore olore.dev Turn library docs into local Agent Skills 115 Claude Code, Codex, OpenCode 7 210 tok
javiarmesto/ALDC-AL-Development-Collection javiarmesto.github.io AL development toolkit for Business Central with specialist agents, skills and review work 115 Claude Code, GitHub Copilot 5 4,667 tok
ataglianetti/inner-dialogue 115 Claude Code 1 3,074 tok
compozy/kb 115 Claude Code, Codex, OpenCode 23 8,948 tok
Osiris-DevWorks/smart-citizen A UI-based Star Citizen Localization Editor and Enhancer 115 Claude Code 12 11,426 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
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
weiweigogo/openFrence A lightweight Windows desktop icon grouping and management tool, an open-source alternativ 115 Claude Code 1 596 tok
neoneye/agent-memory-atlas neoneye.github.io Comparison of memory systems for agents 115 Claude Code, Codex, OpenCode 7 1,876 tok
SAP-samples/hana-developer-cli-tool-example sap-samples.github.io Learn how to build a developer-centric SAP HANA command line tool, particularly designed t 115 Claude Code, GitHub Copilot 45 119,468 tok
starkware-libs/starknet-specs 115 Claude Code 1 —
bitrise-io/bitrise-workflow-editor Bitrise Workflow Editor 115 Claude Code 1 816 tok
theowenyoung/home 114 Claude Code, Codex 20 —
nicknisi/claude-plugins Nick's own marketplace of Claude Plugins 114 Claude Code 1 552 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
alltuner/factoryfloor factory-floor.com AI-powered macOS development workspace. Git worktrees, Claude Code sessions, and dev serve 114 Claude Code, Codex, OpenCode 2 2,591 tok
LeXwDeX/OpenCode-GraphAgent Extends the Hooks API, Directed Acyclic Graph Agent Execution Engine. This project is self 114 Claude Code, Codex, OpenCode 13 4,020 tok
timkoda/koda-stack The Koda Creative Stack — 10 creative agents for Claude Code that automate your full conte 114 Claude Code 1 518 tok
TheEterna/api2mcp4j theeterna.github.io Spring Boot Starter: Auto-convert existing REST APIs (@RestController) to MCP Server with 114 Claude Code 1 5,775 tok
ryanmac/code-conductor Ship 10x faster by running multiple Claude Code sub agents in parallel. GitHub-native orch 114 Claude Code 1 2,962 tok