How real projects configure their agents

23,157 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 agents7,557Claude Code6,620Data and AI3,682Backend and APIs3,496Languages3,401Planning3,217Git and workflow3,165Code review2,733Testing2,364Memory and context2,364DevOps and cloud2,310Writing and docs2,303Research2,297Frontend2,252Security2,013Productivity1,710

All Claude Code31,977 Codex23,157 OpenCode22,109 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,739 Windsurf129 Kiro79

Project Stars Configures Files Always loaded
Nisus74/pencil-skill AI coding skill plugin for pencil.dev (.pen) design files via the Pencil MCP server that w 23 Claude Code, Codex, OpenCode 2 4,085 tok
MoaidHathot/Zakira.Imprint Ship AI Skills, custom instructions, and MCP server configs alongside your NuGet packages. 23 Codex, OpenCode 1 24 tok
nonatofabio/mindle A quiet place to read Markdown. Native macOS e-reader with highlighting, annotations & GFM 23 Codex, OpenCode 1 3,255 tok
ankaboot-source/supabase-selfhost-ops ankaboot.io Self-host Supabase in production, AI-ready: read-only MCP for your coding agent with zero 23 Codex, OpenCode 1 12,010 tok
sandraschi/worldlabs-mcp FastMCP 3.2 server and webapp wrapping the World Labs Marble API — generate navigable 3D 23 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 6 1,550 tok
nitsan-technologies/ns_t3af t3planet.de MCP-first AI foundation for TYPO3. Bring AI agents into TYPO3, on your terms. 23 Claude Code, Codex, OpenCode 5 1,033 tok
hyqibot/claude-code-token-free Claude Code with Token-free Plan. A Claude Code build repaired from the source leaked fro 23 Codex, GitHub Copilot, OpenCode 2 3,441 tok
neveevol7/career-ops-cn I spent several months applying for jobs using the most tedious methods. So, based on care 23 Claude Code, Codex, OpenCode 16 5,592 tok
iamraven-tw/Learn-GAS An AI Agent guides beginners through Google Apps Script tutorials, project development, an 23 Claude Code, Codex, OpenCode 2 802 tok
felvieira/claude-skills-fv 23 Claude Code, Codex, OpenCode 4 4,633 tok
ukunal91app/Marketing-Skills-by-Corey-Haines 23 Claude Code, Codex, OpenCode 2 2,263 tok
huyphan13189/QE-AI 23 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 17 10,209 tok
basher83/lunar-claude Repo for my personal Claude Code configs 23 Claude Code, Codex, OpenCode 32 628 tok
nghjjnjnf/echo-kaoyan-english-skill Echo_Graduate Entrance Exam English SKILL: A Codex skill-only plugin for detailed analysis 23 Claude Code, Codex, OpenCode 3 1,380 tok
NVIDIA/cloudxr-js-samples nvidia.github.io The samples for CloudXR.js, a JavaScript Client SDK that enables developers to build enter 23 Codex, OpenCode 1 1,717 tok
cesarandreslopez/tauri-agent-tools cesarandreslopez.github.io Agent-driven inspection toolkit for Tauri desktop apps 23 Claude Code, Codex, OpenCode 2 3,772 tok
maximskorohod/memohood Dialogue memory for AI agents (hermes plugin): auto-recall of facts across sessions, LLM f 23 Codex, OpenCode 1 1,318 tok
biglinux/biglinux-webapps 23 Codex, OpenCode 1 2,676 tok
mitkox/background-coding-agents Background Coding Agents for Manufacturing Example Code 23 Codex, OpenCode 1 3,014 tok
fserg/1c-lsp-mcp-skill Cross-platform launcher manager and MCP bridge for multiple bsl-language-server instances 23 Claude Code, Codex 2 2,372 tok
prashantdivate/yocto-lens A terminal UI for Yocto/OpenEmbedded static analysis, style checks, layer validation, patc 23 Claude Code, Codex, OpenCode 2 484 tok
tsuru0805/idea-to-merge An automated development template covering the workflow from idea to implementation, with 23 Codex, OpenCode 1 1,195 tok
Gusto/baerly-storage medium.com Document database with no database server. Tiny, LLM-friendly TypeScript API; DB engine ru 23 Claude Code, Codex, OpenCode 4 6,928 tok
zhuanggenhua/BoardGame 23 Claude Code, Codex, OpenCode 9 297 tok
NickZaitsev/ru-normalizr pypi.org ru-normalizr — the best Russian text normalizer without LLMs. Converts numbers, dates, tim 23 Claude Code, Codex, OpenCode 7 1,402 tok
jianzhoujz/input-indicator macOS Chinese input method indicator (supports Doubao Input Method/WeChat Input Method) 23 Codex, OpenCode 1 7,192 tok
rehiy/isrvd isrvd.rehiy.com All-in-one server management tool built with Go + Vue 3, providing full-stack operations c 23 Codex, OpenCode 1 5,398 tok
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
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
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
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
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
felipefontoura/pi-sdd-kit felipefontoura.com Spec-Driven Development skill pack for the Pi coding agent: steering docs, .status gates, 23 Claude Code, Codex, OpenCode 2 1,921 tok
stevengonsalvez/agents-in-a-box stevengonsalvez.github.io context engineering for agentic coding 23 Claude Code, Codex, OpenCode 6 729 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
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
zensation-ai/zenbrain zensation.ai Agent memory for LLM agents: 7 neuroscience-inspired layers (working, episodic, semantic, 23 Codex, OpenCode 1 1,133 tok
bidyashish/vedicpanchanga.com vedicpanchanga.com Drik Panchanga Vedic 23 Claude Code, Codex, OpenCode 2 9,187 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
jyt6640/persona-harness Continuously refine your project’s engineering philosophy — and keep AI coding agents hone 23 Codex, OpenCode 1 768 tok
JuandaGarcia/crd-ui crd-ui.juanda.co 💳 A credit & debit card component. Dependency-free, themeable, localizable. One package f 23 Codex, OpenCode 1 776 tok
just1step/solidworks-mcp A Model Context Protocol (MCP) server for SolidWorks, enabling AI assistants to interact w 23 Claude Code, Codex 1
TadMSTR/searxng-mcp npmjs.com Private web search MCP: SearXNG metasearch → ML reranking → 4-tier fetch cascade (Firecraw 23 Codex, OpenCode 1 1,760 tok
caomengxuan666/cxxmcp A conformance-tested C++17 SDK for Model Context Protocol servers and clients. 23 Codex, OpenCode 1 2,073 tok
koltyakov/browser-bridge 🤖 Browser Bridge for Agentic AI Development - browser extension, MCP, and skilled CLI 23 Codex, OpenCode 1 2,959 tok