How real projects configure their agents

43,579 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 agents7,541Claude Code6,614Data and AI3,687Backend and APIs3,492Languages3,397Planning3,211Git and workflow3,159Code review2,735Memory and context2,362Testing2,357DevOps and cloud2,306Writing and docs2,299Research2,296Frontend2,252Security2,009Productivity1,710

All Claude Code32,137 Codex23,307 OpenCode22,079 GitHub Copilot3,547 Gemini CLI1,916 Cursor1,738 Windsurf121 Kiro77

Project Stars Configures Files Always loaded
LuciusChen/clutch Interactive Emacs database client for MySQL, PostgreSQL, SQLite, MongoDB, Redis, and JDBC. 114 Codex, OpenCode 1 7,380 tok
jacob-bd/the-ai-counsel The AI Counsel — Collective AI Intelligence through multi-model deliberation and persona-d 114 Claude Code, Codex, OpenCode 2 6,203 tok
renmengwen/MuseDock MuseDock is a local-first AI short-video creation and editing workbench. Enter a topic, pa 114 Claude Code, Codex, OpenCode 2 1,476 tok
ajitpratap0/GoSQLX gosqlx.dev High-performance SQL parser, formatter, linter & security scanner for Go - 1.5M+ ops/sec, 114 Claude Code 2 2,469 tok
leehack/mcp_dart Dart implementation of MCP SDK 114 Codex, OpenCode 1 1,196 tok
starkware-libs/starknet-specs 114 Claude Code 1
moira-mcp/moira Agent Workflow Engine for AI agents over MCP — per-step directives, completion conditions, 114 Claude Code, Codex, OpenCode 2 3,718 tok
andry-lebedev/neobank-primitives 113 Codex, OpenCode 1 759 tok
mmethodz/dreamgraph DreamGraph is a graph-governed conceptual development environment (CDE) that turns plans, 113 GitHub Copilot 1 885 tok
TimeWarpEngineering/timewarp-nuru Route-based CLI framework for .NET - Nuru means 'light' in Swahili 113 Claude Code, OpenCode 3
bladeofgod/flutter-ai-harness An AI-native engineering harness for production Flutter and hybrid mobile app repositorie 113 Claude Code, Codex, OpenCode 55 6,359 tok
chaitin/chaitin-cli Chaitin CLI for products 113 Codex, OpenCode 1 748 tok
ggplab/n8n-playbook n8n-playbook: cheastsheet, examples 113 Claude Code 1 243 tok
harnessworks/harness-starter-kit harnessworks.github.io 🐴 Prompt-first harness engineering for safer AI coding agent workflows. 113 Codex, OpenCode 1 2,052 tok
Peiiii/skild skild.sh The npm for Agent Skills — Discover, install, manage, and publish AI Agent Skills with eas 113 Codex, OpenCode 1 1,625 tok
Codehagen/Autoselll autoselll.vercel.app 113 Claude Code 1 2,384 tok
fletchgqc/agentbox A docker image for running AI agents in YOLO mode 113 Claude Code 4 425 tok
fuwasegu/aegis DAG-based Deterministic Context Compiler for AI Coding Agents 113 Claude Code, Codex, OpenCode 6 5,151 tok
IvanMurzak/Unity-AI-Animation ai-game.dev MCP Tools for Unity Animation — create and edit clips and animators with AI. 113 Claude Code 1 377 tok
vielang/vielang vielang.com Modern Learning Platform for IT Education 113 Claude Code 1 4,613 tok
lfaoro/ssm A fast, keyboard-driven TUI that makes your existing ~/.ssh/config delightful to use at fl 113 Codex, OpenCode 1 1,989 tok
spences10/sveltest sveltest.dev Comprehensive Svelte 5 testing examples and patterns using Vitest Browser Mode, Playwright 113 Claude Code, Codex, Cursor, OpenCode 4 4,106 tok
felinics/Autofish An AI Agent tool to automate Android devices reliably 113 Codex, OpenCode 1 684 tok
browsing-skills/browsing-skills Open-source registry of browser-automation skills for AI agents 113 Claude Code, Codex, OpenCode 2 2,833 tok
liberusoftware/real-estate-laravel liberusoftware.com Real Estate / Estate Agent, solution for your Property Agency. Application written in Lara 113 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 14 33,626 tok
Prism-Shadow/agenthub One interface for 1,000+ LLMs, with zero-code switching and built-in observability. (GPT-6 113 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,349 tok
joungminsung/OpenDocuments joungminsung.github.io Self-hosted RAG platform for AI document search across GitHub, Notion, Google Drive, local 113 Codex, OpenCode 1 3,109 tok
sernote/audit-prompt-caching 113 Codex, OpenCode 1 625 tok
AlephantAI/AIephant-AI-Agent-Gateway alephant.io Alephant is an open-source AI Agent Gateway for routing, tracking, and controlling LLM usa 113 Cursor 1
codejunkie99/Gateflow-Plugin AI-powered SystemVerilog development assistant — design, verify, debug, and deliver workin 113 Claude Code, Codex, OpenCode 2 3,656 tok
rhblind/emacs-mcp-server Pure ELISP MCP server for Emacs 113 Claude Code 1 4,084 tok
apollographql/skills skills.sh Apollo GraphQL Agent Skills 113 Claude Code, Codex, GitHub Copilot, OpenCode 5 10,886 tok
wez/wiff wezfurlong.org sniff out the wiff in your diff, from the comfort of your terminal. wiff is a terminal-cen 113 Codex, OpenCode 1 568 tok
gethouston/houston gethouston.ai Open source platform for AI-native products. Pre-built AI agents with real tools and 1000+ 113 Claude Code, Codex, OpenCode 2 3,498 tok
majiayu000/litellm-rs A high-performance AI Gateway written in Rust — call 100+ LLM APIs using OpenAI format 113 Claude Code, Codex, OpenCode 12 3,524 tok
ossianhempel/things3-cli ossianhempel.github.io CLI for Things 3, implemented in Go 113 Claude Code, Codex, OpenCode 3 888 tok
Pandlagon/IELTS-Studio An IELTS English mock exam website that uses AI to convert PDF or Word exam papers into in 113 Claude Code, Codex, OpenCode 2 3,220 tok
unknowlei/minimax-h3-opencode-skills OpenCode skill suite for MiniMax H3 directing, routing, multishot planning, prompt generat 113 Codex, OpenCode 1 530 tok
mblode/agent-skills blode.co Nobody ships AI slop on purpose. These skills make sure you don’t. 113 Claude Code, Codex, OpenCode 2 1,030 tok
leapmux/leapmux leapmux.dev AI Coding Agent Multiplexer 113 Claude Code 3 4,742 tok
CopilotKit/copilotkit-mcp-demo copilotkit-mcp-demo.vercel.app 113 Cursor 1 594 tok
xiajiajun516/dsh-config-manager DeepSeek Harness (DSH) backup & restore plugin — export, import, migrate and sync your com 113 Codex, OpenCode 1 6,089 tok
frap129/opencode-rules An opencode plugin to dynamically inject rules into context, like cursor 113 Codex, OpenCode 1 1,199 tok
RobertoMachorro/Moped roberto.machorro.net A general purpose text editor, small and light. 113 Claude Code, Codex, OpenCode 3 291 tok
asmyshlyaev177/test-proxy-recorder test-proxy-recorder.dev Record & replay API responses for Playwright E2E tests — SSR proxy + browser HAR + WebSock 112 Claude Code, Codex, OpenCode 3 3,399 tok
memgraph/ai-toolkit Toolkit for building AI-driven graph apps on Memgraph, with LangChain, MCP, and agent impl 112 Codex, OpenCode 1 2,637 tok
Tahanima/playwright-java-test-automation-architecture tahanima.github.io Ready-to-use UI Test Automation Architecture using Java and Playwright. 112 Gemini CLI 3 939 tok
kylesnowschwartz/SimpleClaude Practical minimalism for AI assisted programming with Claude Code 112 Claude Code 1 2,376 tok
alpic-ai/apps-sdk-template alpic.ai A minimalist Typescript ChatGPT App based on the Skybridge framework 112 Claude Code, Codex, OpenCode 2 32 tok
dougcalobrisi/erm doug.sh Local CLI that strips disfluencies (um, uh, er, erm, ah, hmm, mhm, mm, uh-huh, etc) from r 112 Codex, OpenCode 1 1,174 tok