How real projects configure their agents

32,564 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 agents8,576Claude Code6,909Git and workflow3,638Data and AI3,577Backend and APIs3,561Languages3,499Planning3,322Code review2,907Testing2,704DevOps and cloud2,498Writing and docs2,488Memory and context2,373Research2,320Frontend2,317Security2,182Project management1,989

All Claude Code32,564 Codex24,947 OpenCode23,868 GitHub Copilot3,726 Gemini CLI2,040 Cursor1,770 Windsurf203 Kiro117

Project Stars Configures Files Always loaded
AppSecHQ/skill-scanner-test skillscan.io Skill Scanner - An automated security scanning pipeline for AI agent SKILL.md and Agent pl 6 Claude Code 1 902 tok
fr0ster/mcp-abap-adt-clients ADT clients for SAP ABAP systems - Read-only, CRUD, and Management operations 6 Claude Code 1 7,144 tok
Grinv/tmdb-mcp npmjs.com MCP server for The Movie Database (TMDB) with IMDb/Rotten Tomatoes/Metacritic ratings via 6 Claude Code, Codex, OpenCode 10 2,664 tok
assaf/expense expense.labnotes.org Forward a receipt to your inbox and it's filed automatically. 6 Claude Code, Codex, OpenCode 11 8,298 tok
claytono/go-unifi-mcp A Model Context Protocol (MCP) server for UniFi Network Controller, written in Go. 6 Claude Code, Codex, OpenCode 2 1,073 tok
husk-security/husk 6 Claude Code, Codex, OpenCode 3 5,589 tok
sebastienrousseau/rlg doc.rustlogs.com Near-lock-free structured logging for Rust: a 65,536-slot ring buffer, formatting deferred 6 Claude Code, Codex, OpenCode 2 1,550 tok
paulieb89/bailii-mcp BAILII case law MCP server — search UK court judgments, retrieve full text with section ex 6 Claude Code, Codex, OpenCode 2 849 tok
alexeyshishin/as-skill Multi-domain collection of rules, skills, and agents for Claude Code: dev-loop harness, Gi 6 Claude Code 1 4,786 tok
johanthoren/jeff A model-native quality control plane for agentic software work. Preserved at 6.7.0; develo 6 Claude Code, Codex, OpenCode 1 1,875 tok
memodb-io/cueclaw Orchestrate agent workflows with natural language. Claude Agent SDK → execution plans → co 6 Claude Code 1 1,704 tok
tosin2013/helmdeck helmdeck.dev A self-hosted, containerized platform for AI agents, exposed as Capability Packs — schema- 6 Claude Code 1 363 tok
zlatkoc/youtube-summarize MCP server that fetches YouTube video transcripts and optionally summarizes them. 6 Claude Code 1 922 tok
alexcassol/claude-vb6-skills Claude Code skills for keeping Visual Basic 6 codebases alive — conventions, CSEH error ha 6 Claude Code 1 1,796 tok
tuliosousapro/SaaS-blueprint tuliosousapro.github.io BRAINIAC - SaaS Blueprint, NOT an APP. It's a comprehensive playbook and operating system 6 Claude Code, Codex, OpenCode 1 1,777 tok
eduardozf/wire-lang wirelang.net 6 Claude Code, Codex, OpenCode 2 553 tok
kinhluan/skills 🚀 Professional Multi-Agent Skills 6 Claude Code, Codex, Gemini CLI, OpenCode 3 669 tok
rundesk-ai/rundesk-cli Persistent proactive self-improving AI teammates with memory, skills, and schedules. 6 Claude Code, Codex, OpenCode 2 7,400 tok
CCDawn/codex-skills skills.sh Chinese-first Codex skill pack for intent alignment, dynamic routing, lightweight developm 6 Claude Code, Codex, OpenCode 2 984 tok
tjcages/skills Methodology-first Agent Skills monorepo (Linear, constitution, accept-gated AI, and more) 6 Claude Code, Codex, OpenCode 2 767 tok
zinxj/uikit-expert-skill uikit-expert-skill.vercel.app Provide accurate, efficient, and modern UIKit Swift code using an AI agent skill focused o 6 Claude Code, Codex, OpenCode 2 1,387 tok
CSalcedoDataBI/powerbi-pbip-tools csalcedodatabi.com 🛠️ Automation tools for Power BI projects in PBIP format. Includes SVG icon recoloring, b 6 Claude Code 1 361 tok
ldilov/harness-forge AI coding agent runtime that makes LLMs understand your codebase with repository-aware con 6 Claude Code, Codex, OpenCode 3 4,585 tok
zenml-io/kitaru-skills zenml.io Agent skills for designing and building durable AI agent workflows with Kitaru 6 Claude Code, Codex, OpenCode 2 2,817 tok
badchars/wifi-security-mcp-server npmjs.com Full-spectrum wireless security MCP server — WiFi, Bluetooth, RF/SDR, NFC/RFID, Cellular/5 6 Claude Code 1 441 tok
CHANGGELY/claude_codex_gemini_mem Cross-window/cross-session AI memory system (Claude Code / Gemini / Codex) 6 Claude Code 4 830 tok
metago-ai/metagolifeform metago.life MetaGO Agent Harness (agent runtime control suite) — 100 skills · 112 MCP tools (55+57) / 6 Claude Code, Codex, OpenCode 1 37,859 tok
ambiental-media/jor-mcp jormcp.ambiental.media MCP server for newsrooms, developed by Ambiental Media. / Servidor MCP para redações, de 6 Claude Code, Codex, GitHub Copilot, OpenCode 9 2,600 tok
sandraschi/jellyfin-mcp Jellyfin library automation via FastMCP — self-hosted media agent bridge. For Cursor / Cla 6 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 5 737 tok
TeamManagementPlugin/claude-plugin team.management Your AI on rails, on your terms — an open-source Claude Code plugin that enforces every pr 6 Claude Code 1 1,766 tok
techgangboss/agentstore agentstore.tools Open-source marketplace for Claude Code plugins. Publish in 2 HTTP requests, earn 80% in U 6 Claude Code 1 1,278 tok
yihefeikong-rgb/ai-plc-integration-public Local AI automation workbench for Siemens PLC and industrial-robot R&D: MCP, TIA Portal V2 6 Claude Code 1 1,998 tok
blendsdk/fluentui-mcp Agent Skill that teaches AI coding assistants Microsoft Fluent UI React v9 with component, 6 Claude Code, Codex, OpenCode 2 1,126 tok
lidless-labs/immichctrl lidless.dev Your photo library outgrew the click-grid. immichctrl gives shells, cron, and agents one t 6 Claude Code, Codex, OpenCode 2 1,600 tok
rutvij26/chess-context rutvij26.github.io Semantic chess intelligence MCP for Claude — position analysis, game review, player scouti 6 Claude Code 1 991 tok
Reederey87/grok-build-codex-plugin Codex CLI plugin: delegate reviews and bounded coding tasks to the local Grok Build CLI vi 6 Claude Code, Codex, OpenCode 2 733 tok
ByAxe/keynote-mcp A Model Context Protocol (MCP) server that enables AI assistants to control Keynote presen 6 Claude Code 1 1,312 tok
contextfs/contextfs contextfs.ai Universal AI Memory Layer - Cross-client, cross-repo context management with RAG. Works wi 6 Claude Code 1 4,786 tok
blake-simpson/belmont An agent agnostic, project agnostic, AI toolkit for running structured coding sessions wit 6 Claude Code, Codex, OpenCode 2 12,735 tok
azuma520/cinematic-ui akseolabs.com A reasoning-first cinematic web design skill. Makes AI think like a film director — resear 6 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 1,879 tok
polymind-inc/agent-framework-js npmjs.com A TypeScript implementation of the Microsoft Agent Framework programming model, with seman 6 Claude Code 1 775 tok
CN-big-cabbage/github-skill-distiller Distill GitHub projects into ready-to-publish AI skills in 5 minutes. Supports Claude Code 6 Claude Code 1 —
openplanr/OpenPlanr openplanr.dev The open harness around your coding agent. Plans live in your repo as files, your agent bu 6 Claude Code, Codex, OpenCode 2 451 tok
moasq/ios-dev-agent Universal iOS development agent - skills, rules, MCP servers for Claude Code, Codex, Curso 6 Claude Code, Codex, Gemini CLI, OpenCode 3 725 tok
Parth308/auditx auditx-cli.vercel.app 6 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 4 415 tok
open-horizon-labs/repo-native-alignment Code is a graph serialized as text. Agents fail when they reason over the serialization in 6 Claude Code, Codex, OpenCode 35 3,895 tok
ccevans/bobbycode npmjs.com A full SDLC workflow for a solo developer — one person, a whole team of Claude Code agents 6 Claude Code 5 3,747 tok
bengous/claude-code-plugins Opinionated plugins and workflow extensions for Claude Code. 6 Claude Code, Codex, OpenCode 14 1,796 tok
Fzhiyu1/chipforge-plugin AI-powered FPGA development plugin for Claude Code with Verilog simulation and knowledge g 6 Claude Code 1 154 tok
windyroad/agent-plugins windyroad.github.io Claude Code plugins for architecture governance, risk management, TDD, and delivery qualit 6 Claude Code, Codex, OpenCode 3 2,359 tok