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
chingswy/1566 Minimalist Agent team management inspired by the Jiajing Emperor, eliminating court meetin 47 Claude Code 15 940 tok
codika-io/clave A macOS desktop app for managing multiple Claude Code sessions 47 Claude Code 1 4,137 tok
mandarwagh9/embedist AI-Native Embedded Development Environment 47 Claude Code, Codex, OpenCode 2 1,680 tok
timothywarner-org/prompt-pro techtrainertim.com Master AI prompting for business innovation. O'Reilly Live Learning course by Tim Warner c 47 Claude Code, GitHub Copilot 6 1,551 tok
Arkya-AI/claude-additional-models-mcp arkya.ai Reduce Claude Desktop consumption by 10x - Integrate Google's Gemini or Z.ai's GLM-5 (744B 47 Claude Code 1 4,378 tok
mcpc-tech/dev-inspector-mcp AI-powered visual debugging for your React, Vue, Svelte, SolidJS, Preact & Next.js app via 47 Claude Code, Codex 1 —
victoriacity/openakari Autonomous Knowledge Acquisition and Reasearch Intelligence 47 Claude Code 26 4,982 tok
jasonkneen/dario-code 47 Claude Code 1 268 tok
btseytlin/ultrapack 47 Claude Code 1 529 tok
intent-integrity-chain/kit Intent Integrity Kit - Closing the intent-to-code chasm 47 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 7 1,884 tok
caretive-ai/project-careti careti.ai Careti: Your New AI Patner : Adding Cursor's Flexibility to Cline's Transparency 47 Claude Code, Codex, OpenCode 9 4,135 tok
openshift/service-ca-operator Controller to mint and manage serving certificates for Kubernetes services 47 Claude Code, Codex, OpenCode 2 2,623 tok
SpillwaveSolutions/agent_rulez Agent Rulz 47 Claude Code, Codex, OpenCode 26 3,680 tok
M-Pineapple/Claude-Project-Coordinator glama.ai Swift MCP server for any MCP client (Claude, Cursor...). Tracks Xcode projects, detects fr 47 Claude Code, Codex, OpenCode 2 343 tok
hiroro-work/claude-plugins 47 Claude Code, Codex, Gemini CLI, OpenCode 22 2,439 tok
web3insight-ai/web3insight web3insight.ai Discover, analyze, and connect with Web3 developers. Powered by GitHub data and on-chain a 47 Claude Code, Codex, OpenCode 33 2,344 tok
fabio-dee/ccaudit Every Claude Code session loads every agent, skill, and MCP server you configured, used or 47 Claude Code 1 1,892 tok
cbdb-project/cbdb-online-main-server CBDB online system main server 47 Claude Code, Codex, Gemini CLI, OpenCode 4 11,633 tok
nattergabriel/reseed reseed.sh A CLI tool for managing and distributing agent skills across projects 47 Claude Code 1 1,044 tok
raphasouthall/neurostack neurostack.sh Local RAG layer and optimizer for your Markdown knowledge base. CLI + MCP server: grounded 47 Claude Code 1 5,085 tok
ctxray/ctxray getreprompt.dev See how you really use AI — X-ray your AI coding sessions locally 47 Claude Code 1 2,996 tok
YuqingNicole/variant-design-skill variant-design-skill.vercel.app Open-source agent skill for Codex and Claude Code that turns one design brief into three c 47 Claude Code, Codex, OpenCode 2 2,771 tok
VibeCodingWithPhil/agentwise agentwise-docs.vercel.app Multi-agent orchestration for Claude Code with 15-30% token optimization, self-improving a 47 Claude Code 60 4,573 tok
jessepinkman9900/claude-second-brain jessepinkman9900.github.io Fastest way to scaffold your LLM powered personal knowledge base - Obsidian, Claude Code, 47 Claude Code 1 3,260 tok
gauthierdmn/nominal-code Automated code reviews posted inline on your pull requests — GitHub and GitLab, any LLM pr 47 Claude Code 3 —
runeape-sats/unreal-mcp x.com pure python Unreal Engine MCP server 47 Claude Code 1 —
bitovi/convey bitovi.github.io Point-n-click vibe coding in your browser! Draw features, improve designs, report bugs. 47 Claude Code, Codex, GitHub Copilot 21 2,187 tok
aaronjmars/tweazy tweazy.wtf Pay-per-query AI chat app: users pay 0.01 USDC on Base per question with a Smart Wallet or 47 Claude Code 1 813 tok
konamgil/mandu An open-source framework that prevents AI agents from breaking your codebase. 47 Claude Code, Codex, OpenCode 3 1,442 tok
lowtidebuild/public-equity-research Institutional-grade stock research for US and Korean equities — delivered in minutes. 47 Claude Code, Codex, OpenCode 14 11,721 tok
goldbergyoni/golden-testing-rules-for-ai Instructions for LLMs on how to produce great tests with best practices inside 47 Claude Code 1 561 tok
CarlosVallejoRuiz/slurp Token-budget-aware graph navigation for AI coding agents. Serve exactly the noodles your L 47 Claude Code, Codex 3 12,808 tok
IvanWng97/TradingAgents-Telegram t.me Telegram bot wrapping TradingAgents — chat-driven watchlist with parallel multi-ticker ana 47 Claude Code 1 9,679 tok
arc42/quality.arc42.org-site quality.arc42.org Quality requirements and goals for software and system architectures 47 Claude Code, Codex, OpenCode 6 2,651 tok
AlanSong2077/Amplipost A multi-platform intelligent content marketing hub based on the Openclaw & Claude Code Mul 47 Claude Code, Codex, OpenCode 9 3,130 tok
lmontanares/claude-md-builder CLAUDE.md Builder - Advanced meta-system for creating, optimizing, and mastering CLAUDE.md 47 Claude Code 1 4,184 tok
crystal-autobot/autobot crystal-autobot.github.io Ultra-efficient personal AI assistant powered by Crystal 47 Claude Code 5 286 tok
IlyaGulya/gradle-mcp-server A Model Context Protocol (MCP) server to enable AI tools to interact with Gradle projects 47 Claude Code 1 183 tok
TheAstrelo/Claude-Pipeline Tool-agnostic 13-phase AI development pipeline — turns a task description into reviewed, c 47 Claude Code, Codex, OpenCode 40 7,476 tok
zaxardery8011-design/soplint Lint rules for your AI agent's discipline, not its code 47 Claude Code, Codex, OpenCode 1 2,746 tok
pedramamini/GranolaMCP Programmatic, CLI, and MCP access to Granola.ai data. 47 Claude Code 1 831 tok
bezael/ai-workflow-kit ai-workflow-kit 47 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 4 2,810 tok
AgusRdz/chop getchop.run CLI output compressor for Claude Code. Reduces token consumption by 50–90% by compressing 47 Claude Code 1 129 tok
anton-abyzov/vskill verified-skill.com Secure multi-platform AI skill installer — scan before you install. 49 agents, 12 plugins, 47 Claude Code, Codex 24 —
padak/claude-code-kit 47 Claude Code 4 831 tok
loomi-labs/arco Arco is an incremental backup tool designed with simplicity in mind. 47 Claude Code 5 1,971 tok
RecursiveIntell/Gloss A local-first, privacy-preserving alternative to Google NotebookLM — Tauri 2, React 19, Ru 47 Claude Code, Codex, OpenCode 14 998 tok
codeprakhar25/agentdiff getagentdiff.com Git-native AI code provenance: records which AI agent wrote which line, signs each attribu 47 Claude Code 1 391 tok
ouro-ai-labs/ouro Ouro is an open-source AI agent — run it as a Coding agent CLI or deploy it as a bot just 47 Claude Code, Codex, OpenCode 2 2,121 tok
AOSSIE-Org/Resonate-Website resonate.aossie.org Resonate Landing Page 47 Claude Code, Codex, OpenCode 2 935 tok