How real projects configure their agents

32,523 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
SinanTang/poddie Text-based, local-first video & podcast editor 22 Claude Code 1 1,783 tok
scottgal/mostlylucidweb mostlylucid.net The mad scientists lab for the mostlylucid site with engineering experiements, tag helpers 22 Claude Code, Codex, OpenCode 2 3,116 tok
openmirlab/mt3-infer Production-ready, unified inference toolkit for the MT3 music transcription model family 22 Claude Code 1 1,954 tok
circuit-synth/mcp-kicad-sch-api Model Context Protocol server for KiCAD schematic manipulation - AI agent integration for 22 Claude Code 8 3,041 tok
ekbatan-io/ekbatan ekbatan-io.github.io Modern Java persistence framework for Event-driven systems. Built-in outbox pattern. Atomi 22 Claude Code, Codex, OpenCode 5 18,703 tok
BeibaiDraco/maieusis Maieusis — inspectable scientific question development before analysis 22 Claude Code 1 —
officialzeroxyz/zero-plugins 22 Claude Code, Codex, OpenCode 2 519 tok
linuxfoundation/lfx-mcp LFX MCP (Model Context Protocol) Server 22 Claude Code, Codex, GitHub Copilot, OpenCode 12 11,788 tok
opensupplyhub/open-supply-hub 22 Claude Code, Codex, OpenCode 24 1,404 tok
DiegoFleitas/letterboxd-movie-justwatch movie-justwatch.fly.dev Scan a Letterboxd watchlist and see what's streaming in your country. Without JustWatch re 22 Claude Code, Codex, OpenCode 3 4,360 tok
Defend-AI-Tech-Inc/agent-discover-scanner defendai.ai The industry-standard Agentic Identity & Inventory Scanner. Automatically inventory autono 22 Claude Code 2 3,482 tok
nirholas/analyze-ethereum-address three.ws Analyze Efficient Ethereum Addresses 22 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 616 tok
analyticalmonk/explain-this An agentic skills framework for creating interactive HTML explainers for a topic, document 22 Claude Code, Codex, OpenCode 2 2,005 tok
mshadmanrahman/pm-pilot Product management workflows for Claude Code: evidence-led briefs, discovery, and everyday 22 Claude Code, Codex, OpenCode 2 1,213 tok
Sakaax/ux-pilot ux-pilot.sakaax.com Your UX co-pilot — from idea to validated flow, in your terminal. Claude Code plugin with 22 Claude Code 1 —
shaokeyibb/dsh-plugin-product-subagents Role-based Codex / Claude Code / ACP subagent providers for the DeepSeek Harness — continu 22 Claude Code, Codex, OpenCode 2 1,444 tok
anthony-chaudhary/dos-kernel pypi.org Catch your AI agents when they lie about what they shipped — verifies claims against git i 22 Claude Code, Codex, Gemini CLI, OpenCode 11 8,806 tok
Daily-AC/omnireach Search & read the login-walled Chinese internet for your AI agent — WeChat Official Accoun 22 Claude Code 1 11,688 tok
GobbyAI/gobby The bottleneck in AI coding isn't the model: It's the babysitting. Gobby is a local daemon 22 Claude Code, Codex, Gemini CLI, OpenCode 3 10,800 tok
standardbeagle/agnt dev.standardbeagle.com MCP Server for Development Tooling - Project Detection, Process Management, and Reverse Pr 22 Claude Code, Codex, OpenCode 10 2,449 tok
yang3kc/daily_arxiv_digest Daily digest of interesting arXiv papers — an unattended LLM pipeline for cron, plus a zer 22 Claude Code, Codex, OpenCode 2 1,848 tok
kagent-dev/website kagent.dev kagent and kMCP website and documentation | Join Discord: https://bit.ly/kagentdiscord 22 Claude Code, Codex, OpenCode 2 159 tok
gaia-research/gaia-skill-tree gaiaskilltree.com Gaia is a living, open registry of every AI agent skill — structured as a leveling skill g 22 Claude Code, Codex, OpenCode 7 12,976 tok
jhd3197/CachiBot cachibot.ai The Armored AI Agent — visual dashboard, sandboxed execution, multi-provider LLM support. 22 Claude Code 10 835 tok
a-tokyo/aiworkspace 🧑‍💻 Set up and manage AI agent skills and configs for Cursor, Claude Code, Codex and mor 22 Claude Code, Codex, OpenCode 6 391 tok
SihyunAdventure/dubyduby Dub any YouTube video into Korean — agent-based, with two-person voices and subtitles. Son 22 Claude Code, Codex, OpenCode 2 2,810 tok
flagos-ai/skills FlagOS skills for model deployment, HW adaptation, train&infer, eval, kernel dev and perf 22 Claude Code 1 992 tok
acedergren/oci-agent-skills Oracle Cloud Infrastructure operations plugin with intelligent agent skills for managing c 22 Claude Code, Codex, OpenCode 2 1,008 tok
Hiroki-org/jules-extension marketplace.visualstudio.com VSCode extension for google Jules API 22 Claude Code, Codex, GitHub Copilot, OpenCode 4 3,767 tok
Horosheff/excalibur-blog-cloud-public A Cursor automation plugin for blogging: an SEO/GEO pipeline using subagents, visuals, QA, 22 Claude Code, Codex, Cursor, OpenCode 24 1,751 tok
chenxizhang/m365copilot-mcp M365 Copilot MCP Server - Model Context Protocol server for Microsoft 365 Copilot integrat 22 Claude Code 1 4,202 tok
sapiom/sapiom-js TypeScript / Node libraries 22 Claude Code 4 —
powersync-ja/agent-skills powersync.com Official agent skills for PowerSync 22 Claude Code, Codex, OpenCode 2 472 tok
panbanda/omen panbanda.github.io SAST intelligence for AI agents. Complexity, hotspots, blast radius, and tech debt analysi 22 Claude Code, Codex, OpenCode 2 3,061 tok
las-team/lastest Lastest Visual Regression Testing - Cloud/Self-hosted version 22 Claude Code 2 3,201 tok
l22-io/orchard-mcp MCP server for Apple Calendar, Mail, and Reminders on macOS using native EventKit and Scri 22 Claude Code, Codex, OpenCode 2 1,070 tok
asa-degroff/Porrima porrima.cc A self-hosted, memory-native AI agent framework and cross-platform GUI application. 22 Claude Code, Codex, OpenCode 2 6,283 tok
huifer/drug-discovery-skills wellally.tech Drug Discovery Intelligence plugin for Claude Code. AI-powered target validation, competi 22 Claude Code 1 814 tok
machinavitalis/jaxonomy py.jaxonomy.com JAX-native simulation engine for hybrid dynamical systems — block-diagram modeling, ODE/DA 22 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 5 2,254 tok
insung8150/AgentWebSearch-MCP Local WebSearch without API keys - MCP Server for Claude Code, OpenClaw, LM Studio. Parall 22 Claude Code 1 1,300 tok
scszcoder/eCan.ai ecan.ai Privacy-first, AI native agents For E-Commerce (and beyond), create skill (langgraph based 22 Claude Code 1 4,033 tok
Boise-State-Development/agentcore-public-stack boise-state-development.github.io The unofficial full-stack platform for Strands Agents and AWS Bedrock AgentCore. 22 Claude Code, GitHub Copilot, Kiro 40 60,494 tok
Destrayon/Connapse Self-hosted knowledge base and memory for AI agents. MCP server and REST API with hybrid s 22 Claude Code 7 1,991 tok
sotthang/so-agentbar macOS menu bar app that monitors your active Claude Code agent sessions in real-time 22 Claude Code 2 —
getcargohq/cargo-skills getcargo.ai GTM engineering skills for AI coding agents — build lead lists, find & verify emails, wate 22 Claude Code, Codex, OpenCode 2 327 tok
databricks-solutions/ai-platform-kit AI-powered Databricks platform engineering — provision workspaces, configure Unity Catalog 22 Claude Code, Codex, Gemini CLI, OpenCode 4 1,603 tok
BariBariGood/manzanas manzanas.dapsdev.dev Mac daemon for multi-agent iOS simulator fleet orchestration: leases, warm pools, determin 22 Claude Code, Codex 9 —
star-ga/mind-mem mindlang.dev Persistent AI memory for Claude Code, OpenClaw, and any MCP-compatible agent. BM25F + vect 22 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 6 5,997 tok
daytona/skills An agent skill for creating and running sandboxes on the Daytona platform. 22 Claude Code 1 —
KxSystems/kx-skills Public repository for KX AI Plugins and Skills. Implements Claude Marketplace metadata 22 Claude Code 1 —