How real projects configure their agents

43,636 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 agents7,571Claude Code6,627Data and AI3,684Backend and APIs3,492Languages3,401Planning3,221Git and workflow3,179Code review2,740Testing2,368Memory and context2,365Writing and docs2,309DevOps and cloud2,308Research2,298Frontend2,256Security2,015Productivity1,715

All Claude Code31,984 Codex23,196 OpenCode22,145 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,736 Windsurf133 Kiro79

Project Stars Configures Files Always loaded
huqianghui/mindforge AI, Azure, Philosophy & Engineering musings — an Obsidian-powered digital forge for deep t 23 Claude Code, Codex, OpenCode 5 6,686 tok
lelele-cloud/ai-comic-drama One-click AI-generated animated dramas 23 Claude Code, Codex, Cursor, OpenCode 4 143 tok
AshotN/OpenCode-Relay A plugin to integrate the OpenCode AI coding assistant into IntelliJ-based IDEs. 23 Codex, OpenCode 2 361 tok
SawyerHood/dev-browser-eval 23 Claude Code 1
jinyh/nsfc-review A simulated peer-review self-check tool specifically designed for National Natural Science 23 Claude Code 1
alvinycheung/claude-code-template A starting place for coding with Claude Code 23 Claude Code 15 1,069 tok
igorbarshteyn/glasswing-open A proof-of-concept agentic scaffold attempting to replicate Claude Mythos Preview's cyber 23 Claude Code 1 20,859 tok
elevenlabs/eleven.shopping eleven.shopping ElevenLabs Agent with Storefront MCP UI Server & MCP UI client 23 Claude Code 1 1,379 tok
Just-Agent/make-agents-cheaper Rust CLI for improving prompt cache hit rate in coding-agent workflows 23 Claude Code, Codex, OpenCode 2 783 tok
ModelContextProtocol-Security/mcpserver-audit mcpserver-audit: Helps you check if MCP servers are safe before using them. Examines serve 23 Claude Code 1 1,502 tok
shangyankeji/zhixun xiaoguan.syhub.net An AI-driven system for cultivating top salespeople and helping socially anxious people de 23 Codex, OpenCode 1 3,092 tok
Wanyi424/wanyi-watermark Watermark removal and video parsing tool for platforms such as Douyin and Xiaohongshu, wit 23 Claude Code 1 2,802 tok
zigpy/zigpy-ota Zigbee OTA images for zigpy/ZHA 23 Claude Code 1 9,538 tok
calvincs/JobPrepWorks-OpenEdition Job Interview Prep tool to help you find the best job based on your skills, and train on y 23 Claude Code 1 3,425 tok
AlphaBitCore/nexus-gateway alphabitcore.com Enterprise AI traffic gateway — unified compliance, routing across 20+ LLM providers, sema 23 Claude Code 18 6,752 tok
EkerGOD/Auto-Pay 23 Claude Code 1 1,554 tok
roypadina/LanGuard macOS menu-bar app: turns Wi-Fi off on wired LAN, back on when unplugged. Wake-aware, per- 23 Claude Code 1 1,190 tok
jmanhype/awesome-claude-code 🎨 Awesome list of Claude Code plugins, MCP servers, editor integrations, and resources 23 Claude Code 1 525 tok
savethepolarbears/jules-mcp-server Production-ready Model Context Protocol (MCP) server for Google Jules API. Enables autonom 23 Claude Code, Codex, Gemini CLI, OpenCode 3 1,176 tok
cn-vhql/ACE A Python implementation based on the ACE (Agentic Context Engineering) framework, featurin 23 Claude Code 1 1,338 tok
techjewel/mdread mdread.app A quiet reading room for your markdown — local-first, privacy-first reader. Drop a file or 23 Claude Code 1 3,109 tok
regutierrez/ui-ux-skill UI-UX skill that is a fork of https://github.com/nextlevelbuilder/ui-ux-pro-max-skill, rew 23 Claude Code 2 980 tok
nerdsane/bloodhound Deterministic simulation testing platform for hunting bugs in distributed systems 23 Claude Code 1 7,861 tok
rainmanjam/poka-yoke Mistake-proofing for software. Shigeo Shingo's poka-yoke method as a Claude Code plugin: a 23 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 1,387 tok
masondelan/selvedge selvedge.sh Decision provenance for AI-coded codebases: the why, and what was already tried and reject 23 Claude Code 1 1,924 tok
lianxhcn/stata-ai lianxhcn.github.io using Stata with AI-Agent 23 Claude Code 1 1,255 tok
tommo/sublime-claude Sublime Text extension for interaction with claude-code, codex, grok... 23 Claude Code 1 51 tok
expectbugs/G2CC A custom windowed OS for Even Realities G2 smart glasses — direct-BLE Android client, PC-s 23 Claude Code 1 3,868 tok
stevengonsalvez/agents-in-a-box stevengonsalvez.github.io context engineering for agentic coding 23 Claude Code, Codex, OpenCode 6 729 tok
hyhmrright/logic-lens Logic-first AI code review via semi-formal execution tracing (Premises → Trace → Divergenc 23 Claude Code, Codex, Gemini CLI, OpenCode 5 3,431 tok
VincentChuWaiChow/vanguard-frontier-agentic Curated marketplace of AI skills, agents, and rules for cloud, zero-trust, and compliance- 23 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 5,843 tok
visnia-ai/browser-agent A powerful & efficient browser agent that automates any task on the web 23 Codex, OpenCode 1 529 tok
ty13r/substack-mcp-plus The most advanced Substack MCP server. 12 tools, browser auth, rich text support. Not affi 23 Claude Code 1 2,882 tok
WYRE-AI/connectwise-manage-mcp conduit.wyre.ai MCP server for ConnectWise Manage (PSA) — tickets, companies, contacts, projects, and time 23 GitHub Copilot 1 857 tok
tajchert/suuntool Unofficial CLI and MCP for the Suunto cloud API. Read and write your own fitness data from 23 Claude Code 1 4,299 tok
gaspareduard/Omada-mcp Security-first MCP server for TP-Link Omada, with a stdio-first runtime, capability-gated 23 Claude Code, Codex, OpenCode 3 2,700 tok
kengio/dp-800-study-guide Open-source community study guide for Microsoft DP-800: Developing AI-Enabled Database Sol 23 Claude Code 1 3,216 tok
MarimerLLC/calendar-mcp Adjutant - a Model Context Protocol (MCP) server giving AI assistants unified access to em 23 Claude Code, GitHub Copilot 2 1,715 tok
mronkko/claude-academic-research Claude Code plugin for academic research: MCP-grounded citations, empirical integrity, sys 23 Claude Code 1 4,731 tok
nasrulhazim/claude 23 Claude Code 1 2,074 tok
eliranwong/biblemate biblemate.ai BibleMate AI is an autonomous AI agent able to make plans and execute multiple steps to co 23 Claude Code 1 801 tok
peter-stratton/dark-factory Human constraints, interactive planning, autonomous execution. 23 Claude Code 10 118 tok
afiqiqmal/claude-security-audit Claude Code slash command for white-box security auditing with OWASP Top 10:2025 and NIST 23 Claude Code 1 828 tok
bidyashish/vedicpanchanga.com vedicpanchanga.com Drik Panchanga Vedic 23 Claude Code, Codex, OpenCode 2 9,187 tok
jvm/pi-mono Monorepo for Pi-related projects 23 Claude Code, Codex, OpenCode 2 2,544 tok
xiarongwen/boss-auto-job 🎯 BOSS Zhipin skill — search + AI matching + automatic applications (Camoufox stealth mod 23 Claude Code, Codex, Cursor, OpenCode 3 2,967 tok
Fantety/next-engine nextengine.net Next Engine – Multi-platform 2D and 3D game engine with AI 23 Codex, OpenCode 1 314 tok
theanibalos/MicroCoreOS microcoreos.com The Elastic Monolith: A microkernel architecture designed to optimize AI context windows, 23 Claude Code, Codex, OpenCode 2 4,263 tok
salesforce-ux/design-system-2-starter-kit salesforce-ux.github.io 23 Claude Code, Codex, OpenCode 4 1,523 tok
nguyennguyenit/MultiClaude Multi-agent terminal manager for Claude Code. 23 Claude Code 19 1,374 tok