How real projects configure their agents

23,702 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
HCF-STUDIOS/openhermit openhermit.ai OpenHermit is the open-source platform for deploying fleets of AI agents as production ser 90 Codex, OpenCode 1 549 tok
zavora-ai/computer-use-mcp adk-rust.com High Performance MCP server + client for Windows and macOS computer control built in Rust. 90 Codex, OpenCode 1 17,300 tok
Soul-Brews-Studio/arra-oracle-v3 Oracle v2 - MCP Memory Layer with semantic search, philosophy, and knowledge management 90 Claude Code, Codex, OpenCode 17 8,313 tok
sergebulaev/youtube-skills cccrafts.ai YouTube and YouTube Shorts marketing skills for Claude Code and Codex: high-CTR titles, SE 90 Claude Code, Codex, OpenCode 2 4,631 tok
r-lib/downlit downlit.r-lib.org Syntax Highlighting and Automatic Linking 90 Claude Code, Codex, OpenCode 2 1,253 tok
preloop/preloop preloop.ai The open-source AI agent control plane and software factory: govern every tool and model c 89 Codex, OpenCode 1 1,673 tok
wei63w/pm-manager Know what to fix next — local .pm governance skill pack for AI coding agents (Spec Kit–ins 89 Codex, OpenCode 1 110 tok
wangxin6x/AutoVideo-Agent Agent-friendly Markdown-to-video automation pipeline with reproducible rendering and plugg 89 Codex, OpenCode 1 205 tok
wang-baohai/Omni-Stack A microservices scaffold platform and ERP based on Spring Boot 4 + Vue 3, built using the 89 Claude Code, Codex, OpenCode 3 5,219 tok
liuyuelintop/react-portfolio liuyuelin.dev An interactive React 18 portfolio featuring AI-powered career assistance, dynamic project 89 Claude Code, Codex, OpenCode 2 3,239 tok
the-void-ia/void-box voidplatform.ai Composable agent runtime with enforced isolation boundaries 89 Claude Code, Codex, OpenCode 7 18,493 tok
josephgoksu/TaskWing taskwing.app Local-first AI knowledge layer. Extract architecture, query from any AI tool via MCP. Priv 89 Claude Code, Codex, Gemini CLI, OpenCode 3 7,754 tok
ftes/phoenix_test_playwright hexdocs.pm Execute PhoenixTest cases in an actual browser via Playwright. 89 Claude Code, Codex, OpenCode 2 270 tok
FranciscoThiesen/mirror_bridge A reflection-based approach for generating Python/Lua/JS bindings for your C++ code 89 Codex, OpenCode 1 3,448 tok
paleo/alignfirst alignfirst.paroi.tech Software engineering tools built for 2026. 89 Claude Code, Codex, OpenCode 2 866 tok
wenshao/codeagents 89 Claude Code, Codex, OpenCode 2 1,526 tok
gizmax/Sandcastle sandcastle-ai.eu Describe what you want. Go home. Sandcastle ships it. 6 AI providers, EU data residency, s 89 Codex, OpenCode 1 758 tok
WayneJin0918/Omni-Rewriter waynejin0918.github.io Open agentic prompt-expansion harness for image and video generation, bridging polished de 89 Codex, Cursor, OpenCode 4 141 tok
adelinamart/robrain robrain.dev Shared memory across your team and your AI agents — with judgment about what's worth keepi 89 Codex, OpenCode 1 586 tok
branchbox/branchbox branchbox.dev Parallel, isolated dev environments for humans and AI coding agents. Real containers. Real 89 Claude Code, Codex, OpenCode 4 10,981 tok
cookyman74/my_harness Handling complex tasks with one giant prompt contaminates the context, repeats the same bl 89 Claude Code, Codex, OpenCode 14 4,114 tok
polmarza/project-template Plantilla para empezar proyectos con agentes de código: antes de escribir nada, el agente 89 Claude Code, Codex, OpenCode 10 3,461 tok
zxyasfas/paper_format_agent DOCX formatter for academic papers with a content-fingerprint guard: proves your text is n 89 Codex, OpenCode 1 210 tok
study8677/architecture-copilot 🧭 An “architecture copilot” skill for Claude Code / Cursor / Codex — when starting a new 89 Codex, OpenCode 1 3,628 tok
IBM/ibmi-mcp-server MCP server for IBM i systems 89 Claude Code, Codex, OpenCode 2 2,977 tok
AgoraIO/skills The fastest way to build real-time Conversational AI and Voice Agents with Claude Code, Cu 89 Claude Code, Codex, OpenCode 2 1,762 tok
netresearch/agent-rules-skill Agent Skill for generating AGENTS.md files following the agents.md convention | Claude Cod 89 Claude Code, Codex, OpenCode 2 710 tok
vitaecontext/vitaecontext vitaecontext.github.io AI agent context layer for career-related tasks. 89 Codex, GitHub Copilot, Gemini CLI, OpenCode 3 1,238 tok
mochow13/keen-code mochow13.github.io A context-aware terminal-based coding agent written in Go. Supports multiple-providers, MC 89 Claude Code, Codex, OpenCode 4 292 tok
tenequm/pond pond.locker Lossless storage and search for AI agent sessions, across every agentic client. 89 Codex, OpenCode 1 10,281 tok
Vortx-AI/emem emem.dev A memory that's external, shareable & verifiable. Complements web search for real world ta 89 Claude Code, Codex, Gemini CLI, OpenCode 2 2,970 tok
armpro24-blip/cad-cae-copilot CAD/CAE Copilot — an AI-native CAD/CAE/CAX workbench for AI agents. Text-to-CAD, text-to-C 89 Claude Code, Codex, GitHub Copilot, OpenCode 3 48,245 tok
ferdousbhai/tasty-agent Let Claude manage your tastytrade portfolio. 89 Claude Code, Codex, OpenCode 2 877 tok
jerichosequitin/metabase-mcp claude.ai A high-performance Model Context Protocol server for AI integration with Metabase analytic 89 Codex, OpenCode 1 599 tok
tenglvjun/mktero mktero.com Turn Zotero PDFs into source-linked Markdown. The default conversion uses your Mktero acco 89 Codex, OpenCode 1 3,020 tok
DrugClaw/DrugClaw drugclaw.com 💊 AI Research Assistant for Accelerated Drug Discovery. 🦞 88 Claude Code, Codex, OpenCode 2 3,050 tok
Sakura-501/XSStrike-go XSStrike-go 88 Codex, OpenCode 1 1,010 tok
alibaba/opc-starter 88 Codex, GitHub Copilot, OpenCode 2 3,381 tok
harryworld/Xcode26-Agent-Skills 88 Codex, OpenCode 1 1,584 tok
liuzhengdongfortest/MA 88 Claude Code, Codex, OpenCode 2 2,241 tok
ivangrynenko/cursorrules A set of cursor rules for Cursor AI IDE that support PHP, Python, JavaScript and Drupal-sp 88 Claude Code, Codex, OpenCode 2 4,002 tok
geekjourneyx/md2wechat-lite md2wechat.app 📝 md2wechat Lite | Lightweight CLI for formatting Markdown for WeChat Official Accounts, 88 Claude Code, Codex, OpenCode 2 2,525 tok
firerlAGI/TraeClaw 88 Codex, OpenCode 1 1,004 tok
liwala/sheal liwala.dev self-healing and self-learning loop for coding agents 88 Claude Code, Codex, OpenCode 5 3,229 tok
autohandai/commander autohand.ai Commander, your AI coding commander centre for all you ai coding cli agents 88 Codex, OpenCode 1 2,227 tok
andrewstellman/quality-playbook The Quality Playbook is an open-source skill that turns AI coding agents into rigorous qua 88 Codex, OpenCode 1 9,607 tok
gnuboard/g7 sir.kr Gnuboard7 (그누보드7) - Open-source CMS & e-commerce platform built with Laravel 12 + React 88 Codex, OpenCode 1 3,730 tok
cesarandreslopez/sidekick-agent-hub cesarandreslopez.github.io See what your AI coding agent is doing. Multi-provider assistant & session monitor for VS 88 Claude Code, Codex, OpenCode 2 8,727 tok
themoah/klag new kafka lag exporter: lightweight and extendable. 88 Claude Code, Codex, OpenCode 2 7,596 tok
swt-labs/vibe-better-with-claude-code-vbw Vibe Better With Claude Code - You're not an engineer anymore. You're a prompt jockey with 88 Claude Code, Codex, GitHub Copilot, OpenCode 14 4,457 tok