How real projects configure their agents

32,116 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 agents7,521Claude Code6,606Data and AI3,688Backend and APIs3,494Languages3,401Planning3,209Git and workflow3,151Code review2,736Memory and context2,361Testing2,351DevOps and cloud2,300Writing and docs2,296Research2,295Frontend2,250Security2,004Productivity1,709

All Claude Code32,116 Codex23,280 OpenCode22,053 GitHub Copilot3,543 Gemini CLI1,915 Cursor1,736 Windsurf119 Kiro77

Project Stars Configures Files Always loaded
RobThePCGuy/Claude-Patent-Creator USPTO patent creation system with MCP server + Claude Code plugin. Hybrid RAG search over 184 Claude Code 1 5,011 tok
JoelLewis/finance_skills Claude Code skill plugins for financial services — 81 skills across 7 domain plugins cover 184 Claude Code 1 984 tok
Mahdi-mortazavi/relay mahdi-mortazavi.github.io 📱 Share your phone's internet with your PC — Android → Windows reverse tethering over an 184 Claude Code 2 712 tok
mverab/eGEOagents egeoagents.com Open-source Generative Engine Optimization (GEO) & Answer Engine Optimization (AEO) toolki 184 Claude Code, Codex, OpenCode 2 1,062 tok
bobbylight/AutoComplete A code completion library for Swing text components, with special support for RSyntaxTextA 184 Claude Code 1
qwertie/ecsharp ecsharp.net Home of LoycCore, the LES language of Loyc trees, the Enhanced C# parser, the LeMP macro p 183 Claude Code, Codex, OpenCode 2 491 tok
BetterForAll/self-improving-agents Self-Improving Agents -- A Progression Four levels of self-improving code agents, from the 183 Claude Code 1 1,702 tok
jtgsystems/Custom-Modes-Roo-Code jtgsystems.com 🚀 Custom modes for Roo Code VS Code extension - Enhanced AI coding assistance configurati 183 Claude Code, Codex, OpenCode 2 8,075 tok
postrv/narsil-mcp narsilmcp.com Rust MCP server for comprehensive code intelligence - 90 tools, 32 languages, security sca 183 Claude Code 8
jacob-bd/perplexity-web-mcp MCP server and Anthropic API-compatible interface for Perplexity AI web interface 183 Claude Code, Codex, OpenCode 2 1,831 tok
flamingoTOM/Auto-CV A Chinese resume template based on LaTeX, paired with Claude Code's /Auto-CV Agent Skill. 183 Claude Code 2
icebear0828/clio A Claude Code clone CLI - agentic coding assistant in your terminal 182 Claude Code 4 2,384 tok
mattgierhart/PRD-driven-context-engineering gearheartai.org PRD-Led Context Engineering — Memory as Infrastructure. An ontology layer for product team 182 Claude Code 9 670 tok
MLT-OSS/FirstData firstdata.deepminer.com.cn The World's Most Comprehensive, Authoritative, and Structured Open Source Data Source Know 182 Claude Code, Codex, OpenCode 2 3,628 tok
wenqingyu/ralphy-openspec Ralph loop + OpenSpec integration for Cursor, OpenCode and ClaudeCode heavy lifting. 182 Claude Code, Codex, OpenCode 5 483 tok
runpod/flash Application framework for Multimodal Distributed inference & Orchestration. 182 Claude Code 3 2,865 tok
liruifengv/amon-agent Amon - Your AI coworker running on your desktop 182 Claude Code, Codex, OpenCode 2 2,619 tok
Rasukarusan/shellnium shellnium-site.vercel.app :dizzy: Selenium Webdriver for Bash (or Zsh). 182 Claude Code 2 642 tok
tallesborges/agentic-system-prompts A curated collection of system prompts and tool definitions from production AI coding agen 182 Claude Code 1 2,296 tok
conorluddy/xclaude-plugin iOS development ClaudeCode plugin for mindful token and context usage. Contains modular MC 182 Claude Code 1 1,727 tok
delbaoliveira/learn-claude-code 182 Claude Code 4 999 tok
Siigari/claude-heartbeat Keep Claude Code alive and autonomous without -p. Heartbeat hook + inbox/outbox pattern. 182 Claude Code 3 137 tok
boostvolt/claude-code-lsps LSP plugins for Claude Code — Bash/Shell, C/C++/Objective-C, C#, Clojure, Dart/Flutter, El 182 Claude Code 1 541 tok
ItsWendell/palot Independent desktop client for OpenCode 2. Manage projects, sessions, parallel agents, req 182 Claude Code, Codex, OpenCode 11 122 tok
addyosmani/factory A reference software factory for Claude Code and Codex 182 Claude Code, Codex, OpenCode 2 532 tok
alibaba/loongsuite-pilot Local-first telemetry collector for AI coding agents — unified OpenTelemetry events for Cl 182 Claude Code, Codex, OpenCode 2 4,515 tok
sortie-ai/sortie sortie-ai.com Turn tracker tickets into autonomous agent sessions 182 Claude Code, Codex, GitHub Copilot 3 2,004 tok
rocketship-ai/rocketship docs.rocketship.sh A QA testing framework for your coding agent. 182 Claude Code, Codex, OpenCode 2 7,544 tok
zerowand01/markplane AI-native, markdown-first project management. Your repo is the project manager. 181 Claude Code 2 826 tok
tjakoen/bread tjakoen.github.io BREAD: one vocabulary, two operators. A no-build, AI-native web stack: batch (substrate) · 181 Claude Code, Codex, OpenCode 2 2,346 tok
keypo-us/keypo-cli Local-first, hardware-bound key management and encrypted secrets for AI agents. 181 Claude Code 2 1,318 tok
celesteanders/harness Harness engineering best practices 181 Claude Code 1
YougLin-dev/Aha-Loop [MVP] Aha Loop is a fully autonomous AI development system, extended from the core ideas o 181 Claude Code, Codex, OpenCode 17 5,776 tok
cortex-tms/cortex-tms cortex-tms.org The Universal AI-Optimized Project Boilerplate. A Tiered Memory System (TMS) designed to m 181 Claude Code, GitHub Copilot 2 3,532 tok
chainstacklabs/polymarket-alpha-bot Find alpha, manage positions in Polymarket 181 Claude Code, Codex, OpenCode 11 1,304 tok
jacob-bd/relay-ai Relay any model into any coding agent 181 Claude Code, Codex, OpenCode 2 16,082 tok
openshift-examples/web examples.openshift.pub 🚀 Content of examples.openshift.pub 181 Claude Code, Codex, OpenCode 4 1,454 tok
FredericMN/Coder-Codex-Gemini CCG multi-model collaboration framework: Claude + Coder + Codex + Gemini | Supports both C 180 Claude Code 1 1,438 tok
aws-samples/sample-host-openclaw-on-amazon-bedrock-agentcore 180 Claude Code, Codex, OpenCode 2 14,312 tok
pragunbhutani/dbt-llm-agent ragstar.vercel.app LLM based AI Agent to automate Data Analysis for dbt projects with remote MCP server 180 Claude Code 1 2,285 tok
skilld-dev/vue-ecosystem-skills Agent Skills for the Vue ecosystem, written from current docs, issues, and releases 180 Claude Code 1 231 tok
nextlevelbuilder/skillx skillx.sh SkillX.sh — The Only Skill That Your AI Agent Needs. AI agent skills marketplace with sema 180 Claude Code 1 2,250 tok
stoneforge-ai/stoneforge stoneforge.ai A web dashboard and runtime for orchestrating AI coding agents 180 Claude Code, Codex, OpenCode 3 2,928 tok
heardlabs/heard Jarvis for your coding agents — the voice layer for Claude Code, Codex, OpenClaw, Hermes & 180 Claude Code, Codex, OpenCode 2 3,535 tok
kairyou/agent-tools Reusable Agent Skills, plus integrations (statusline, provider usage, vision) that install 180 Claude Code, Codex, OpenCode 2 569 tok
AwesomeJun/CC-statusline An aesthetic statusline for Claude Code by awesomejun 180 Claude Code 1 1,037 tok
hanzili/comet-mcp MCP Server connecting to Perplexity Comet browser 180 Claude Code 1 530 tok
iPythoning/b2b-sdr-agent-template pulseagent.io Open-source AI SDR template for B2B export. 10-stage sales pipeline, 10 cron jobs, 4-engin 180 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 5 1,153 tok
verygoodplugins/whatsapp-mcp WhatsApp MCP server - Connect Claude to WhatsApp for reading and sending messages 180 Claude Code, Codex, OpenCode 2 2,335 tok
zampierilucas/kindle-hid-passthrough Userspace Bluetooth HID host for Kindle with UHID passthrough 180 Claude Code 1 697 tok