How real projects configure their agents

44,996 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 agents8,544Claude Code6,892Git and workflow3,622Data and AI3,580Backend and APIs3,558Languages3,492Planning3,321Code review2,907Testing2,690DevOps and cloud2,489Writing and docs2,484Memory and context2,374Research2,321Frontend2,311Security2,178Project management1,971

All Claude Code32,539 Codex24,879 OpenCode23,799 GitHub Copilot3,723 Gemini CLI2,040 Cursor1,772 Windsurf202 Kiro116

Project Stars Configures Files Always loaded
zapstore/zsp Publish apps to relays 19 Codex, OpenCode 1 352 tok
langchain4j/langchain4j-cdi Integrating langChain4J with CDI to be able to infuse applications with Ai seamlessly 19 Claude Code, Codex, GitHub Copilot, OpenCode 3 6,468 tok
remarkablegames/setup-butler 🎩 Set up GitHub Actions with itch.io butler CLI 19 Codex, OpenCode 1 525 tok
pankajudhas81/pi-claude-auth 19 Claude Code, Codex, OpenCode 8 1,320 tok
floor/vlist vlist.io Accessible, batteries-included ultra efficient virtual list for every framework. Zero deps 19 Claude Code, Codex, OpenCode 17 1,210 tok
danielterra/FOUNDATION 19 Claude Code, Codex, OpenCode 21 6,918 tok
DimitriGeelen/agentic-engineering-framework Governance framework for AI coding agents — enforces task traceability, structural gates, 19 Claude Code, Codex, OpenCode 29 44,416 tok
lilhammerfun/clumsies clumsies.ai A persistent, observable, and collaborative memory infrastructure 19 GitHub Copilot 1 469 tok
williamzujkowski/standards williamzujkowski.github.io LLM Software Development Standards Start any project right in 30 seconds. Battle-tested st 19 Claude Code, Gemini CLI 60 7,331 tok
iHildy/jules-task-queue jules.hildy.io An overengineered, open-source task queue for Google Jules power users 19 Codex, Gemini CLI, OpenCode 2 6,860 tok
DevNullLtd/Yuzu devnullltd.github.io An Agentic Colleague Framework for IT: AI agents work alongside human operators on one rea 19 Claude Code, Codex, OpenCode 52 8,736 tok
adcontextprotocol/adcp-client adcontextprotocol.github.io A Typescript SDK for the AdCP protocol (client and server) 19 Claude Code, Codex, GitHub Copilot, OpenCode 37 12,682 tok
montumodi/mongodb-atlas-api-client A mongdb atlas api client for nodejs. 19 GitHub Copilot 1 2,181 tok
iragm/fishauctions auction.fish Run online and in-person auctions 19 Claude Code 21 1,855 tok
edilsonvilarinho/usage-monitor Desktop app that shows usage, quotas and cost of every AI coding tool in one panel — Claud 19 Claude Code, Codex, Gemini CLI, OpenCode 22 12,879 tok
melodypapa/py-armodel support AUTOSAR model with python 19 Claude Code, Codex, OpenCode 9 8,552 tok
CheshiAI/Cheshi Jev-powered conversation memory: find past sessions and revisit decisions with original so 19 Claude Code, Codex, OpenCode 2 5,198 tok
appsec-foundry/appsec-advisor Claude Code plugin for code-anchored threat modeling and security architecture review. Not 18 Claude Code, Codex, OpenCode 4 3,310 tok
connorads/dotfiles @connorads dotfiles 🟢 18 Claude Code, Codex, OpenCode 16 3,187 tok
LunarWerxs/RepoYeti repoyeti.com Run git from your phone, safely. A self-hosted daemon + mobile PWA for any git host (GitHu 18 Claude Code, Codex, OpenCode 2 1,553 tok
amanayayatu-tech/ksana A localized, native AI investment research and decision-making system. It is designed to s 18 Codex, OpenCode 1 665 tok
Sendmux/skills Agent skills for Sendmux 18 Codex, OpenCode 1 408 tok
kaichen/mcp-local-router An MCP (Model Context Protocol) local router that serves as an aggregation proxy for MCP s 18 Claude Code, Codex, OpenCode 2 630 tok
nitingupta220/riperflow npmjs.com One workflow methodology across 10 AI coding tools (Cursor, Claude Code, Opencode, Aider, 18 Claude Code, Codex 7 —
o2alexanderfedin/strategic-research-automation-template GitHub template for autonomous strategic research using Claude Code 18 Claude Code 1 3,627 tok
meawoppl/agent-portal txcl.io Elegant web interface for agentive development. 18 Codex, OpenCode 1 14,422 tok
solanabr/solana-glossary glossary.so The most complete Solana glossary with 1000+ enriched terms. Available as SDK, MCP Server 18 Claude Code 45 1,017 tok
nativesoil/handover nativesoil.dev An open JSON format and local toolchain for carrying an AI assisted project's working stat 18 Claude Code, Codex, GitHub Copilot, OpenCode 3 6,002 tok
willianpinho/large-file-mcp large-file-mcp.dev.willianpinho.com MCP server for intelligent handling of large files — smart chunking, search, navigation, a 18 Claude Code 1 606 tok
TheMattBerman/brand-shoot-kit AI product photography agent / OpenClaw skill for complete brand shoot kits 18 Claude Code, Codex, OpenCode 2 4,531 tok
ramalamadingdong/frc-rag-mcpserver This contains a MCP Server that has all the documentation for WPILib. 18 GitHub Copilot 1 510 tok
Sevii/agent-marketplace Plugin Marketplace for Claude Code 18 Claude Code 1 —
zh-efimenko/tech-tutorials Practical backend engineering courses (Java/Spring and related topics) and notes on AI dev 18 Claude Code, Codex, OpenCode 5 3,788 tok
CheswickDEV/claude-opus-4.6-prompt-optimizer A meta-prompting system that transforms raw prompts into production-ready, XML-structured 18 Claude Code 1 3,000 tok
yorkie-team/yorkie-team.github.io yorkie.dev Yorkie Homepage and Documentation 18 Claude Code 1 403 tok
speakeasy-api/skills speakeasy.com Agent Skills for SDK generation and OpenAPI tooling with Speakeasy CLI 18 Claude Code, Codex, OpenCode 2 3,754 tok
asiflow/claude-nexus-hyper-agent-team asiflow.ai multi-agents operating system layer on top of Claude Cod: multi-agent engineering team for 18 Claude Code 1 9,311 tok
walkindude/gosymdb A Go symbol and call-graph database backed by SQLite. Query symbols, callers, callees, bla 18 Claude Code, Codex, OpenCode 4 2,267 tok
joelazar/kagi-skills Skills for using Kagi APIs 18 Codex, OpenCode 1 209 tok
K9i-0/flutter_claude_sandbox Fully automated verification of Flutter app development with Claude Code. AI handles every 18 Claude Code 9 1,287 tok
wearzdk/seedream-image-mcp mcp.pixelark.art 🚀 PixelMCP | Integrate AI image-generation capabilities into Cursor, Claude Code, and mor 18 Claude Code 1 700 tok
zxpmail/ReqForge ReqForge — From requirements to shippable products. Open-source Agent Harness for Claude C 18 Claude Code 2 1,753 tok
gonewx/TaskSentinel A powerful, lightweight enterprise notification tool designed for developers and DevOps te 18 Claude Code 18 38 tok
madison-hutson/claude-project-scaffolding Ready-to-use project scaffolding with quality gates, testing, and Claude Code integration. 18 Claude Code 1 1,738 tok
RandomSynergy17/ClaudePantheon ClaudePantheon gives you a persistent, always-on Claude Code environment that you can acce 18 Claude Code 1 2,899 tok
maximus0411/BorisChernyClaudeMarkdown Provide a Claude-inspired Markdown template adapted from research to streamline note-takin 18 Claude Code 1 528 tok
JinNing6/Noosphere The live network for high-quality Agent Skills — discover the latest verified versions, pu 18 GitHub Copilot 1 1,046 tok
YangsonHung/awesome-agent-skills A collection of AI Agent Skills that provide professional domain capabilities for intellig 18 Claude Code, Codex, OpenCode 2 1,678 tok
trabian/fluxwing-skills fluxwing.com Claude skills for generating ASCII components and screens for humans to review, and AI to 18 Claude Code, Codex, OpenCode 2 5,484 tok
heurema/signum skill7.dev Risk-adaptive development pipeline with adversarial consensus code review 18 Codex, GitHub Copilot, OpenCode 2 1,731 tok