How real projects configure their agents

44,931 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
drpwchen/textbook-to-note drpwchen.com Turn your own PDF textbooks into an AI-searchable knowledge base and structured, fully-cit 110 Claude Code, Codex, OpenCode 4 5,120 tok
dmccreary/ibook-skills dmccreary.github.io 110 Claude Code, Codex, OpenCode 3 10,002 tok
jdpolasky/ai-chief-of-staff The original AI Chief of Staff built on Claude Code and Obsidian. ADHD prosthetic, open to 110 Claude Code, Codex, OpenCode 8 1,503 tok
ToxSam/open-source-avatars opensourceavatars.com A curated registry of free 3D VRM avatars for games, VR, and the metaverse 110 Codex, OpenCode 1 712 tok
nguyenyou/scalex nguyenyou.github.io Scala code intelligence for coding agents. Zero Build Server. Zero Compilation. Just answe 110 Claude Code, Codex, OpenCode 4 209 tok
iurykrieger/claude-bedrock claude-bedrock.vercel.app Second Brain automation for Obsidian vaults — entity management, ingestion, compression, a 110 Claude Code 1 2,961 tok
slaveOftime/open-relay oly runs coding agents and long-running commands in persistent, supervised terminal sessio 110 Codex, OpenCode 1 1,188 tok
the-teacher/active_harness AI framework for Ruby/Rails developers 110 Claude Code 1 2,750 tok
cdavid817/vanehub-ai AI programming agent unified desktop workspace | Desktop hub for managing Claude Code, Cod 110 Claude Code, Codex, Gemini CLI, OpenCode 37 3,751 tok
QVMConsole/QVMConsole A virtual machine console for Ubuntu/Debian distributions, designed for both private and p 110 Codex, OpenCode 1 2,177 tok
clawdotnet/SharpClawCode C# coding-agent harness (.NET 10, Microsoft Agent Framework) — sessions, tools, permission 110 Claude Code, Codex, OpenCode 2 2,709 tok
nathankim0/clean-architecture-skills Clean Architecture and Kent Beck refactoring skills for Claude Code and OpenAI Codex: code 110 Claude Code, Codex, OpenCode 2 1,159 tok
tzachbon/claude-model-router-hook tzachbon.github.io Claude Code hooks that auto-switch model tier based on task complexity 110 Claude Code 1 —
TheJacksonCode/Agent-Architecture thejacksoncode.github.io Visual multi-agent system designer for Claude Code. 60 agents, 62 presets, Five Minds Prot 110 Claude Code 1 2,015 tok
Yuki001/game-dev-skills My personal agent skill repository, primarily focused on game development. 110 Claude Code 1 —
suxrobGM/jobpilot jobpilot.suxrobgm.net An AI agent that applies to jobs for you. It finds openings, tailors your resume, and fill 110 Claude Code, Codex, OpenCode 3 952 tok
singhharsh1708/scrollcraft scrollcraft.space Cinematic scroll websites, exported as plain HTML. Free templates, runs in your browser, n 110 Claude Code, Codex, OpenCode 2 79 tok
cypggs/ai-job-search-cn Chinese-market job application assistant, forked and localized from MadsLorentzen/ai-job-s 110 Claude Code, Codex, OpenCode 25 3,045 tok
rojim666/SztuCode rojim666.github.io Local-first AI coding Agent supporting TUI/desktop clients, tool permissions, session memo 110 Claude Code, Codex, OpenCode 2 571 tok
bman654/clodex Bridge Claude Code to OpenAI models — OpenAI API key or ChatGPT/Codex-plan OAuth 110 Claude Code, Codex, OpenCode 4 4,244 tok
nikvdp/searxng-ai-kit Standalone SearXNG CLI for coding agents 110 Codex, OpenCode 1 3,282 tok
opendatahub-io/opendatahub-operator opendatahub.io Open Data Hub operator to manage ODH component integrations 110 Claude Code, Codex, OpenCode 3 794 tok
tswistak/Battery-Monitor Battery Monitor for Android 110 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 219 tok
KalarisLabs/research-agent-skills docs.kalarislabs.com Turn any AI agent into a research co-scientist: 280+ open-source agent skills for literatu 110 Claude Code, Codex, Gemini CLI, OpenCode 5 1,389 tok
csmar432/finai-research csmar432.github.io Evidence-first AI workflow for economic and financial research: literature → identificatio 109 Claude Code, Codex, GitHub Copilot, OpenCode 3 11,636 tok
SeemSeam/claude_code_autoflow 109 Claude Code 1 206 tok
bh-rat/asyncmcp asyncmcp.mintlify.app Async transport layers for MCP 109 Claude Code 1 987 tok
atherio-danp/cde-dotnetcc Claude Code harness for .NET developers 109 Claude Code 33 2,519 tok
dtsola/xiaoyaoprivatebill project.xiaoyaosai.com Xiaoyao Bill Assistant, one-click intelligent analysis for Alipay and WeChat bills. See ex 109 Claude Code 6 —
haoyu-haoyu/Multi-AI-Workflow Multi-AI orchestration framework for Claude Code — coordinate Claude, Codex, and Gemini wi 109 Claude Code 1 181 tok
share-skills/pi share-skills.github.io PI(π)—— When The Art of War Meets Cognitive Science for Ai 109 Claude Code 1 409 tok
butttons/dora dora-cli.dev CLI built for AI agents to help navigate codebases better. An alternative to grep/find/glo 109 Claude Code, Codex, OpenCode 2 833 tok
Gerstep/positioning-plugin 15-minute AI-agent positioning session for startups: forced choices, a sub-30-word stateme 109 Codex, OpenCode 1 260 tok
jiahuiqu17/paper-signal Subject-aware minimal-zine image production for Agent Skills: art direction, generation, s 109 Claude Code, Codex, Gemini CLI, OpenCode 3 566 tok
chengzhongwei/Prompt-sensei Local-first prompt coach for Claude Code and Codex that improves prompts, observes prompti 109 Claude Code 1 2,015 tok
zhensherlock/sp500-mcp-server sp500-mcp.vercel.app An MCP server and Next.js web app for querying S&P 500 company data from Supabase, with to 109 Claude Code, Codex, OpenCode 2 1,487 tok
smartfrog/opencode-froggy 109 Claude Code, Codex, OpenCode 9 1,030 tok
raphaelmansuy/adk_training raphaelmansuy.github.io Google ADK Training Hub: Build Production-Ready Google AI Agents in Days, Not Months 🚀 T 109 GitHub Copilot 1 5,643 tok
ezefranca/campeonato-brasileiro-api API simples do Campeonato Brasileiro 109 Claude Code, Codex, OpenCode 3 306 tok
tonylofgren/aurora-smart-home instagram.com Independent Claude Skills for the whole smart home: Home Assistant, ESPHome, Node-RED, cus 109 Codex, OpenCode 1 576 tok
bluzir/claude-code-design Claude Design reproduced for Claude Code — HTML decks, prototypes, design systems, animate 109 Claude Code 1 3,110 tok
ForestHubAI/edge-agents app.foresthub.ai The 30 MB open-source edge AI agent runtime. Run AI agents offline on Linux (Raspberry Pi, 109 Claude Code 6 1,596 tok
unraid/apprise-go Apprise, Ported to Go 109 Codex, OpenCode 1 306 tok
insistanan/GPT_Image_Playground A one-stop solution for visually adjusting GPT-Image-2 Image API / Response API parameters 109 Claude Code, Codex, OpenCode 2 3,436 tok
sirsjg/flux Ship with less chaos. Flux is a fast, simple Kanban board with MCP integration so your LLM 109 Claude Code, Codex, OpenCode 5 1,143 tok
UmairBaig8/okf-generator OKF v0.1 knowledge bundle generator — Claude skill + OpenCode integration 109 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 5 2,399 tok
dominik1001/caldav-mcp 🗓️ A CalDAV Model Context Protocol (MCP) server to expose calendar operations as tools fo 109 Claude Code, Codex, OpenCode 6 2,217 tok
akonan/wiremd wiremd.dev The text-first UI design tool for developers who think in code. Create wireframes and mock 109 Claude Code 1 1,024 tok
antoinebou12/uml-mcp antoinebou12.github.io UML-MCP Server is a UML diagram generation tool based on MCP (Model Context Protocol), whi 109 Claude Code, Codex, Cursor, OpenCode 11 772 tok
brookstalley/cordyceps Grasshopper MCP Bridge - Claude takes control of Grasshopper 109 Claude Code 2 2,892 tok