How real projects configure their agents

32,436 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 agents8,442Claude Code6,875Data and AI3,584Git and workflow3,574Backend and APIs3,550Languages3,468Planning3,315Code review2,876Testing2,653DevOps and cloud2,462Writing and docs2,461Memory and context2,373Research2,315Frontend2,301Security2,167Project management1,944

All Claude Code32,436 Codex24,692 OpenCode23,614 GitHub Copilot3,700 Gemini CLI2,016 Cursor1,769 Windsurf202 Kiro113

Project Stars Configures Files Always loaded
cristicretu/diri diri.sh The best way to work with coding agents. Run fifty in parallel, let them spawn each other, 483 Claude Code, Codex, OpenCode 2 2,256 tok
docfork/docfork docfork.com Docfork - Up-to-date docs for AI Coding Agents. 483 Claude Code 1 711 tok
TokenRollAI/llmdoc TokenRoll LLMDoc for Coding Agent 482 Claude Code, Codex, OpenCode 7 309 tok
mimurchison/claude-chief-of-staff AI Chief of Staff — Your personal AI operating system built on Claude Code 482 Claude Code 1 3,911 tok
fdmtl/director director.run MCP Playbooks for AI agents 480 Claude Code 1 1,906 tok
open-pix-br/open-pix 480 Claude Code 1 —
disler/claude-code-damage-control 480 Claude Code 5 17 tok
cyanheads/atlas-mcp-server npmjs.com A Model Context Protocol (MCP) server for ATLAS, a Neo4j-powered task management system fo 480 Claude Code 1 843 tok
Siddhesh2377/ToolNeuron Encrypted & Privacy First, On Android Device AI App 480 Claude Code 1 42,225 tok
rz1989s/claude-code-statusline Transform your Claude Code terminal with atomic precision statusline. Features flexible la 479 Claude Code, Codex, OpenCode 2 14,878 tok
leetomlee123/book A Flutter-based novel-reading app using Biquge sources. 479 Claude Code 1 3,032 tok
palkan/layered-rails-skills Skills based on the Layered Rails book and beyond 479 Claude Code 1 2,135 tok
antflydb/antfly antfly.io 479 Claude Code, Codex, OpenCode 2 1,332 tok
edouard-claude/snip edouard-claude.github.io CLI proxy that reduces LLM token usage by 60-90%. Declarative YAML filters for Claude Code 478 Claude Code 1 2,038 tok
openaccountants/openaccountants openaccountants.com Open tax skills for AI: 2,250 skills across 266 jurisdictions, every figure cited to the l 476 Claude Code, Codex, OpenCode 2 1,623 tok
PrismorSec/prismor prismor.dev Self-hosted runtime control plane for AI agents. Observe or HITL approve or Block rogue t 476 Claude Code, Codex, OpenCode 12 5,259 tok
db-lyon/ue-mcp ue-mcp.com Complete Unreal Engine development toolkit exposed as MCP tools. 476 Claude Code 3 7,469 tok
freestylefly/canghe-skills Canghe's skills repository, collecting useful skills to improve productivity 475 Claude Code 2 3,937 tok
AI272/speaker Speaker is a Codex skill project for academic presentations: read real.pptx, combine text 475 Claude Code 1 191 tok
nemocake/claude-obsidian-assistant 475 Claude Code 1 1,063 tok
Consensys/doc.linea docs.linea.build Linea documentation 474 Claude Code, Codex, OpenCode 4 879 tok
marcoturi/fastify-boilerplate Fastify 5 application boilerplate based on clean architecture, domain-driven design, CQRS, 474 Claude Code, Codex, OpenCode 2 1,584 tok
oracle/mcp Repository containing MCP (Model Context Protocol) servers that provides a suite of tools 474 Claude Code, Codex, OpenCode 3 3,529 tok
geekjourneyx/claude-design-card Claude Code skill for generating design cards in 14 formats — platform covers, social sh 472 Claude Code 1 700 tok
zhizhuodemao/ai-reverse-toolkit AI skills, rules, and prompts for reverse engineering analysis 472 Claude Code 1 422 tok
duolahypercho/fusion-fable Fuse two frontier models into one Fable-tier answer: Opus 4.8 drafts, a second model (Opus 471 Claude Code 1 15,713 tok
professorpalmer/Puppetmaster Provider-neutral control plane for durable-state agent swarms: subprocess workers, leases, 471 Claude Code, Codex, Cursor, OpenCode 2 4,706 tok
aaronsb/obsidian-mcp-plugin High-performance Model Context Protocol (MCP) server for Obsidian that provides AI tools w 469 Claude Code 1 7,114 tok
dylanebert/shallot dylanebert.com WebGPU game engine 469 Claude Code, Codex, OpenCode 2 70 tok
databrickslabs/ontobricks Transforms Databricks Unity Catalog tables into a dynamic knowledge graph, with ontology d 468 Claude Code, Codex, Cursor, OpenCode 3 1,975 tok
huytranvan2010/AI-auto-generate-video Auto generate AI video with hyperframes 467 Claude Code, Codex 1 —
peakmojo/applescript-mcp MCP server that execute applescript giving you full control of your Mac 466 Claude Code 1 1,164 tok
fluffos/fluffos fluffos.info Actively maintained LPMUD driver (LPC interpreter, MudOS fork) 466 Claude Code, Codex, OpenCode 2 34,744 tok
mobile-next/mobilewright mobilewright.dev Mobilewright is a dev framework for Mobile App Testing and Automation. It allows testing i 466 Claude Code, Codex, OpenCode 2 1,160 tok
PleasePrompto/ductor ductor.dev Control Claude Code, Codex CLI and Gemini CLI from Telegram. Live streaming, persistent me 465 Claude Code, Codex, Gemini CLI, OpenCode 3 5,146 tok
obra/private-journal-mcp A lightweight MCP server that provides Claude with a private journaling capability to proc 465 Claude Code 1 755 tok
longbridge/openapi open.longbridge.com Longbridge OpenAPI SDK Base. 465 Claude Code, Codex, OpenCode 2 1,876 tok
SynaLinks/synalinks synalinks.com Keras based framework for neuro-symbolic LM systems 464 Claude Code, Codex, OpenCode 2 1,614 tok
john-rocky/coreai-model-zoo john-rocky.github.io Downloadable models and conversion recipes for Apple's Core AI on iPhone and Mac. Chat, vi 464 Claude Code, Codex, OpenCode 2 2,954 tok
Alexwtlf/agentic-product-demo Create polished product demo videos with AI coding agents and Remotion. The UI is code, no 464 Claude Code, Codex, OpenCode 2 1,158 tok
NyxFoundation/speca speca.pages.dev SPECA: Specification-to-Checklist Agentic Auditing Framework 463 Claude Code 4 2,563 tok
agentscope-ai/agentscope-spark-design sparkdesign.agentscope.io AgentScope Spark Design - UI Component Library for Alibaba Cloud Apsara Lab 463 Claude Code, Codex 2 —
yibie/skills-manager gtdstudy.com A native macOS app to manage skills across coding agents — Claude Code, Cursor, Copilot CL 463 Claude Code, Codex, OpenCode 2 821 tok
kitlangton/effect-solutions effect.solutions A guide to writing idiomatic Effect code. 463 Claude Code, Codex, OpenCode 2 1,877 tok
ParetoSecurity/pareto-mac paretosecurity.com Automatically audit your Mac for basic security hygiene. 463 Claude Code, Codex, OpenCode 2 2,744 tok
malob/nix-config My Nix system configs! 462 Claude Code 3 1,466 tok
ZhangHanDong/agent-spec zhanghandong.github.io `agent-spec` is an AI-native BDD/spec verification tool for task execution. 462 Claude Code, Codex, Cursor, OpenCode 4 7,438 tok
azerothcore/Keira3 azerothcore.org Official Database Editor for AzerothCore. Completely open-source and cross-platform, buil 462 Claude Code, Codex, OpenCode 4 442 tok
alirezarezvani/claude-code-aso-skill AEO Automation Framework for Claude Code One-click, beginner friendly automation for GitHu 462 Claude Code 5 4,634 tok
1mancompany/OneManCompany 1mancompany.github.io Build Your Agent Company with OMC 462 Claude Code 2 365 tok