How real projects configure their agents

24,785 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 agents8,489Claude Code6,881Git and workflow3,605Data and AI3,580Backend and APIs3,556Languages3,486Planning3,323Code review2,893Testing2,681Writing and docs2,477DevOps and cloud2,477Memory and context2,375Research2,318Frontend2,308Security2,170Project management1,960

All Claude Code32,505 Codex24,785 OpenCode23,702 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,771 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
Kokxi/qa-test-skills A software testing skill set with 48 expert-level testing skills and one entry workflow, c 38 Claude Code, Codex, OpenCode 2 2,595 tok
shuangji66/fluxor A mihomo control panel for Linux 38 Codex, OpenCode 1 30,154 tok
Navyum/chrome-extension-yuque yuque.toolab.top Batch export Yuque documents to local storage. What you see is what you can download. Supp 38 Claude Code, Codex, OpenCode 2 3,561 tok
ultralytics/lite A fast, local workspace for Claude Code, Codex, Gemini CLI, Kimi Code, Qwen Code, DeepSeek 38 Claude Code, Codex, OpenCode 2 1,820 tok
slopus/happy-agent happy.engineering Universal Agent Harness from Happy that works with any subscription 38 Claude Code, Codex, OpenCode 3 6,673 tok
ymm-oss/fsl AI-Native Formal Specification Language — a bounded model checker (Lark + Z3) built for LL 38 Claude Code, Codex, OpenCode 18 2,301 tok
17380936778/omp-web Web UI for Oh My Pi (omp) coding agent | Web visual interface for the Oh My Pi coding agen 38 Codex, OpenCode 1 3,653 tok
ultralytics/skills ultralytics.com Agent skills for Ultralytics YOLO, covering models, datasets, training, tuning, inference, 38 Codex, OpenCode 1 1,781 tok
imsai-sh/dsh-1024store deepseek1024.com DeepSeek Harness plugin store, marketplace, and hub — 11,000+ dsh plugins with search, ran 38 Claude Code, Codex, OpenCode 2 3,304 tok
MetaMask/metamask-design-system metamask.github.io The design system for MetaMask products 38 Claude Code, Codex, Cursor, OpenCode 3 1,983 tok
alicankiraz1/SentinelXPrime Stage-aware security skills for Codex, Claude Code, and OpenCode, with explicit compatibil 38 Codex, OpenCode 1 353 tok
Xquik-dev/hermes-tweet docs.xquik.com Hermes Twitter plugin for Hermes Agent, a Twitter bot for monitors, automation & search. N 37 Codex, OpenCode 1 787 tok
vectimus/vectimus vectimus.com Deterministic governance for AI coding agents. Cedar-based policy engine that intercepts e 37 Codex, OpenCode 1 2,214 tok
MicSm/boffin Staff-engineer layer for AI coding agents: routes per-edit architectural constraints and r 37 Claude Code, Codex, GitHub Copilot, OpenCode 3 7,626 tok
Aboudjem/ERC-3643 ERC-3643 - Raptor Version is a simple, educational look at the T-REX standard. Using Solid 37 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 4 2,713 tok
SamFold/Mcp.Net A fully featured C# implementation of Anthropic's Model Context Protocol (MCP) 37 Codex, OpenCode 1 1,417 tok
VioletCranberry/coco-search Local-first hybrid semantic code search tool. Indexes codebases into PostgreSQL with pgvec 37 Claude Code, Codex, OpenCode 2 8,368 tok
smucclaw/l4-ide This project is being continued by Legalese: 37 Claude Code, Codex, OpenCode 2 1,552 tok
MiguelAxcar/ai-rpi-protocol Repo-native protocol for AI-assisted coding that enforces a simple discipline: research fi 37 Claude Code, Codex, OpenCode 2 1,993 tok
memgrafter/flatmachines Orchestrate agents with a peer network of state machines. Supports checkpoint/restore, per 37 Claude Code, Codex, OpenCode 2 2,188 tok
chongdashu/phaserjs-tinyswords 37 Claude Code, Codex 3 —
TheGreenCedar/CodeStory CodeStory is a codebase grounding engine that preindexes code into a knowledge graph and e 37 Codex, GitHub Copilot, OpenCode 2 5,313 tok
PSPDFKit-labs/nutrient-dws-client-typescript nutrient.io This library provides a type-safe and ergonomic interface for document processing operatio 37 Claude Code, Codex, OpenCode 2 522 tok
learnwithparam/ai-agentic-patterns learnwithparam.com Hands-on AI agentic patterns workshop material for building real AI and web apps. 37 Claude Code, Codex, OpenCode 2 289 tok
stablekernel/protoc-gen-go-mcp A protoc plugin for generating mcp servers in golang from a protocol buffer specification 37 Codex, OpenCode 1 715 tok
liuyingxuvka/Khaos-Brain A local predictive experience layer where AI agents turn repeated work into inspectable mo 37 Codex, OpenCode 9 4,956 tok
jpablo/metals-standalone-client Minimal Metals stand alone client that allows running the metals mcp server 37 Claude Code, Codex, OpenCode 2 1,026 tok
webrenew/memories memories.sh 37 Claude Code, Codex, OpenCode 2 460 tok
mifunedev/openharness oh.mifune.dev 🏗️ Run coding agents in a sandbox, not on your machine. 37 Claude Code, Codex, OpenCode 6 2,015 tok
collibra/chip Collibra Model Context Protocol (MCP) Server 37 Codex, OpenCode 1 1,367 tok
FutureRootsDE/legal-audit-de Claude Code plugin for German/EU legal audits (DSGVO, TDDDG, UWG, AI Act, etc.). Not legal 37 Claude Code, Codex, GitHub Copilot, OpenCode 4 7,274 tok
fayzan123/claude-workflow-composer Visual desktop app for composing multi-agent coding workflows. Drag agents, attach skill 37 Claude Code, Codex, OpenCode 2 4,866 tok
s2-streamstore/s2-sdk-typescript s2.dev TypeScript SDK for S2, the durable streams API 37 Codex, OpenCode 1 246 tok
nirholas/defi-agents sperax.click DeFi agent definitions JSON API + MCP - Production-ready agents for Web3, crypto trading, 37 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 708 tok
zhouguoqing/QianYuan.AIAgenticFramework An Agentic framework written in C# .NET 10 using the ReAct paradigm, supporting progressiv 37 Claude Code, Codex 13 —
Litenova-Solutions/Fuse fuse.codes Faster .NET build and test loop for AI coding agents. 37 Claude Code, Codex, OpenCode 2 2,049 tok
ismailsaoulaj/reddit-mcp-server A production-grade Model Context Protocol (MCP) server. Empowers AI assistants (Claude, Cu 37 Codex, OpenCode 1 675 tok
frmoretto/clarity-gate clarity-gate.org Stop LLMs from hallucinating your guesses as facts. Clarity Gate is a verification protoco 37 Claude Code, Codex, OpenCode 2 1,163 tok
geekatron/jerry jerry.geekatron.org A Claude Code plugin for behavior and workflow guardrails with knowledge accrual 37 Claude Code, Codex, OpenCode 3 10,984 tok
sergenes/mini_agent A minimal AI agent built from scratch — no agent framework, just Python, the OpenAI SDK, a 37 Claude Code, Codex, Gemini CLI, OpenCode 6 522 tok
rapid7/rapid7-bulk-export-mcp Rapid7 Bulk Export MCP - AI-powered analysis for Rapid7 Command Platform data using MCP (M 37 Codex, Kiro, OpenCode 4 4,303 tok
electrikhq/slate slate.electrik.dev Slate - a Laravel Blade UI Kit is a set of anonymous blade components built using Tailwind 37 Codex, OpenCode 1 486 tok
CrowdStrike/foundry-skills crowdstrike.com AI coding assistant skills for building CrowdStrike Falcon Foundry apps: scaffolding, depl 37 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 4 3,265 tok
stasstepv/hermes-pwa Unofficial mobile PWA for Hermes Agent — installs as a plugin in your Hermes Dashboard (we 37 Codex, OpenCode 1 1,326 tok
avala-ai/agent-code avala-ai.github.io An AI-powered coding agent for the terminal, written in pure Rust 37 Codex, OpenCode 1 2,846 tok
skp2001vn/concurrency Concurrency examples such as thread pools, rate limiters, caches, connection pools, virtua 37 Codex, OpenCode 1 980 tok
sou350121/Spatial-Intelligence-Handbook kensou.mintlify.app A cross-embodiment handbook on spatial intelligence — compares SLAM / VIO / 3D representat 37 Codex, OpenCode 1 7,526 tok
letuhao/lore-weave Open-source AI co-author for novelists & world-builders. ✍️ Canon-safe writing · RAG lore 37 Claude Code, Codex, OpenCode 57 19,068 tok
tsuru0805/idea-to-merge An automated development template covering the workflow from idea to implementation, with 37 Codex, OpenCode 1 1,552 tok
superops-team/okf Open Knowledge Format - AI Agent project-level knowledge base 37 Codex, OpenCode 1 2,221 tok