How real projects configure their agents

23,761 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 agents8,530Claude Code6,887Git and workflow3,618Data and AI3,582Backend and APIs3,558Languages3,485Planning3,325Code review2,903Testing2,691DevOps and cloud2,482Writing and docs2,481Memory and context2,373Research2,322Frontend2,310Security2,179Project management1,971

All Claude Code32,523 Codex24,842 OpenCode23,761 GitHub Copilot3,723 Gemini CLI2,038 Cursor1,771 Windsurf201 Kiro116

Project Stars Configures Files Always loaded
codemuxlab/codemux-cli codemux.dev 5 Claude Code, Codex, OpenCode 2 6,498 tok
david-spies/ai-agent-builder Ai-Agent Builder is a production-grade, "backend-less" single-file web application for aut 5 Codex, OpenCode 1 1,666 tok
memorysaver/Looplia-Tauri-V2-concept An agentic workflow that automates media content creation with human‑in‑the‑loop validatio 5 Claude Code, Codex, OpenCode 9 1,527 tok
OpenCoven/claude-code-cast Legacy Claude Code event bridge for Coven sessions, retained for compatibility and histori 5 Claude Code, Codex, OpenCode 2 850 tok
VibecodingGermany/community-vault 🏦 Die Schatzkammer der Vibecoding-Community — Snippets, Scripts, Configs, Prompts und meh 5 Codex, OpenCode 1 465 tok
Foshati/codefa Codefa, The High-Performance Local AI Proxy & Control Center for Coding Agents 5 Claude Code, Codex, OpenCode 2 3,990 tok
johnmwangimegwe/kenya-climate-agent Reasoning Over Earth Engine: An AI Agent for Kenya's Climate Risk 5 Codex, OpenCode 1 1,057 tok
harshith-vaddiparthy/skills-marketplace-outskill skill-marketplace-beta.vercel.app Enterprise-grade, security-first marketplace for AI agent skills — every skill is vetted b 5 Claude Code, Codex, OpenCode 2 79 tok
gaojude/next-agents-md Inject version-matched Next.js docs into your AI agent's context (CLAUDE.md, AGENTS.md, et 5 Claude Code, Codex, OpenCode 2 4,827 tok
alexey1312/swift-index SwiftIndex — Swift-native semantic code search 5 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 33 6,101 tok
DUBSOpenHub/swarm-command 🐝 Swarm Command — Multi-model consensus swarm orchestrator for Copilot CLI. Instantly lau 5 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,105 tok
Nicopatron/usd-routing-coach-ar Decide por donde cobrar facturas en USD siendo consultor argentino: Wise, Mercury+MEP, Dee 5 Claude Code, Codex, OpenCode 2 1,417 tok
bkper/bkper-cli bkper.com Build and deploy Bkper apps, manage financial data -- books, accounts, transactions, and 5 Claude Code, Codex, OpenCode 2 2,584 tok
Clamepending/videomemory 5 Codex, OpenCode 1 2,260 tok
cosdt/PyTorchInsight A PyTorch community cycle insights system 5 Claude Code, OpenCode 6 —
Juce-me/init_agents_md Reusable starter for installing and maintaining a shared AGENTS.md instruction file across 5 Claude Code, Codex, Gemini CLI, OpenCode 3 2,823 tok
tangffntr/novel-asset-prompt 5 Claude Code, OpenCode 11 —
buda-ai/buda-marketplace 5 Codex, OpenCode 1 905 tok
cashmere-prod/cashmere-agent-sdk An autonomous SDK for zero-slippage native cross-chain USDC transfer agents. 5 Codex, OpenCode 1 1,040 tok
kirbyju/tcia-query-skill An agentic skill for querying TCIA datasets. 5 Codex, OpenCode 1 545 tok
ganesshkumar/ganesshkumar.github.io ganesshkumar.com Personal Blog 5 Claude Code, Codex, OpenCode 10 244 tok
torrust/torrust-website torrust.com Public Website for Torrust Organisation 5 Claude Code, Codex, OpenCode 10 2,214 tok
mexmarv/ai-genie-factory mexmarv.github.io Enterprise Databricks app factory using @databricks Genie Code Agent Mode — 90+ apps at Al 5 Codex, OpenCode 1 1,894 tok
agent0lab/skills 5 Claude Code, Codex, OpenCode 2 460 tok
semiotic-ai/agentsec agentsec.sh Agent Audit scans AI agent skills for security vulnerabilities, scores them against the OW 5 Claude Code, Codex, OpenCode 3 2,614 tok
linkedlist771/open-claude-code An open-source CLI coding assistant that reproduces Claude Code with full transparency. 5 Codex, OpenCode 1 1,701 tok
brujack/dotfiles brucejacksonconsulting.com Tested, cross-platform dev environment bootstrap for macOS, Ubuntu and Windows/WSL: machin 5 Claude Code, Codex, OpenCode 4 22,748 tok
x22x22/code-cli-any-llm Similar to musistudio/claude-code-router, allowing any AI code CLI to invoke other models. 5 Claude Code, Codex, OpenCode 5 3,899 tok
Stephen-Kimoi/harness-engineering-template Reference implementation and self-audit toolkit for harness engineering — the discipline o 5 Claude Code, Codex, OpenCode 2 2,079 tok
Emily2040/parallel-codegen-orchestrator 5 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 4 163 tok
ky2renzzz/acp-forge agentclientprotocol.com Multi-agent orchestration framework for xAI Grok Build and ACP — reproducible execution gr 5 Claude Code, Codex, OpenCode 3 626 tok
BetterPromptme/skills 5 Claude Code, Codex, OpenCode 2 941 tok
SurgeCode/near-intents-skill 5 Codex, OpenCode 1 6,311 tok
XSpoonAi/spoon-bot Local-first AI agent with native OS tools, powered by spoon-core 5 Codex, OpenCode 1 172 tok
Gnonymous/Skill-Transfer npmjs.com CLI tool to transfer AI coding skills between different environments (Antigravity, etc). 5 Codex, OpenCode 1 1,058 tok
alexlautw9527/.ai 5 Codex, OpenCode 1 1,041 tok
agentsphp/skills Load multiple (agent)skills from composer libraries. 5 Claude Code, Codex, OpenCode 2 336 tok
iampawan/Manifest An agentic plugin that takes a PRD ("contract") through the full lifecycle — author → veri 5 Codex, OpenCode 1 1,634 tok
Cumulocity-IoT/cumulocity-skills Agent skills as specified by https://agentskills.io/ 5 Codex, OpenCode 1 619 tok
newfront/pyspark-datagen Need data? Need data that feels real? What about fake real data? This is the project for y 5 Claude Code, Codex, OpenCode 2 2,829 tok
braunmar/worktree Multi-instance development environment manager with automatic port allocation and Git work 5 Claude Code, Codex, OpenCode 2 4,529 tok
Enzoding/skills-manager 5 Codex, OpenCode 1 1,709 tok
kasperjunge/danish-building-years Et lokalt værktøj til at generere historiske kort over bygningers alder i danske byer. 5 Claude Code, Codex, OpenCode 3 3 tok
Nicotine00/Blinkoo-Vibe-Daily 5 Codex, OpenCode 1 3,881 tok
Bl0omZ/claude-md A Claude Code skill for generating project-level and user-level `CLAUDE.md` files. Used to 5 Claude Code, Codex, OpenCode 2 965 tok
wghust/stark-skills A skill that enhances OpenSpec's ability to design solutions for UI design drafts such as 5 Claude Code, Codex, OpenCode 2 1,498 tok
trotsky1997/citeclaw Bun-migrated fork of Citoid with CLI and pipeline updates 5 Claude Code, Codex, OpenCode 2 632 tok
x51xxx/copilot-mcp-server MCP server for GitHub Copilot CLI integration 5 Codex, OpenCode 1 576 tok
naorpeled/awesome-oss-skills A repo with skills that help maintain/contribute to OSS projects 5 Claude Code, Codex, OpenCode 2 618 tok
TashanGKD/Tashan-TopicLab world.tashan.chat Multi-expert roundtable discussion powered by Resonnet. 5 Claude Code, Codex, Cursor, OpenCode 7 340 tok