How real projects configure their agents

44,969 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 agents8,530Claude Code6,887Git and workflow3,618Data and AI3,582Backend and APIs3,558Languages3,485Planning3,325Code review2,903Testing2,691DevOps and cloud2,482Writing and docs2,481Memory and context2,373Research2,322Frontend2,310Security2,179Project management1,971

All Claude Code32,523 Codex24,842 OpenCode23,761 GitHub Copilot3,723 Gemini CLI2,038 Cursor1,771 Windsurf201 Kiro116

Project Stars Configures Files Always loaded
fuziontech/lazyaws Terminal UI for managing AWS resources, inspired by lazygit, k9s, and lazydocker 24 Claude Code 1 785 tok
atomic14/ESP32-LSM6DS3-Demo 24 Claude Code 1 806 tok
rios0rios0/pipelines Production‑ready SDLC pipelines for every language, every stage, and every DevOps ecosyste 24 Claude Code, Codex, GitHub Copilot, OpenCode 4 56,856 tok
MorpheusAIs/Morpheus-Lumerin-Node mor.org Enable interaction with distributed, decentralized LLMs on the Morpheus network through a 24 Codex, OpenCode 1 3,296 tok
smythp/tine Drive a GNOME Wayland desktop from AI agents. CLI-first, no portals, no consent dialogs. 24 Claude Code 1 1,352 tok
orobsonn/segundo-cerebro Personal knowledge graph MCP server on Cloudflare D1 + Vectorize. Deploy your own sovereig 24 Claude Code 1 1,798 tok
LinekForge/forge-hub Connect Claude Code to WeChat / Telegram / Feishu / iMessage in one step — remote approval 24 Claude Code 3 1,413 tok
rainmanjam/poka-yoke Mistake-proofing for software. Shigeo Shingo's poka-yoke method as a Claude Code plugin: a 24 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode, Windsurf 5 1,404 tok
HYH926/smart-learn Smart Learn - Claude Code interactive learning skill. Feynman Technique five-step pipeline 24 Claude Code 5 —
vargHQ/skills varg.ai 73 AI video skills for Claude Code, Codex, Grok, Cursor and Gemini CLI: UGC ads, product v 24 Claude Code, Codex, Gemini CLI, OpenCode 3 3,840 tok
tommo/sublime-claude Sublime Text extension for interaction with claude-code, codex, grok... 24 Claude Code 1 51 tok
VincentChuWaiChow/vanguard-frontier-agentic Curated marketplace of AI skills, agents, and rules for cloud, zero-trust, and compliance- 24 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 6,400 tok
ashaychangwani/imprint Record a browser workflow once, get a deterministic MCP tool your AI agent can call. Zero 24 Claude Code, Codex, OpenCode 12 2,888 tok
visnia-ai/browser-agent A powerful & efficient browser agent that automates any task on the web 24 Codex, OpenCode 1 529 tok
silvrblt/legal-case-research Research report on retrieving similar cases for specified case types | Comprehensive resea 24 Codex, OpenCode 1 1,908 tok
keurcien/auxilia A lightweight web MCP client designed to host your MCP-powered AI assistants. auxilia is d 24 Claude Code 1 8,002 tok
lastingyeh/adk-insurance-recommendation-agent lastingyeh.github.io An insurance technology recommendation Agent prototype based on Google ADK and MCP Toolbox 24 Claude Code, Gemini CLI 2 1,124 tok
chroma-core/agent-skills Agent skills for working with Chroma 24 Claude Code 1 763 tok
simple-agent-lab/AutoTrainess simpleagentlab.com Repo for "AutoTrainess: Teaching Language Models to Improve Language Models Autonomously" 24 Codex, OpenCode 1 1,265 tok
Elijas/token-throttle Multi-resource rate limiting for LLM APIs. Reserve tokens before you call, refund what you 24 Claude Code 1 1,358 tok
kikakkz/wait-agent Agent mux terminal. 24 Claude Code, Codex, OpenCode 8 2,945 tok
vestaterm/Vesta vestaterm.github.io A native macOS terminal for running AI coding agents in parallel — built on real libghostt 24 Codex, OpenCode 1 1,229 tok
eliranwong/biblemate biblemate.ai BibleMate AI is an autonomous AI agent able to make plans and execute multiple steps to co 24 Claude Code 1 801 tok
crewrig/crewrig crewrig.org A layered AI assistant configuration with shared skill sandbox and built-in harness engine 24 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 47 4,122 tok
JKorf/HyperLiquid.Net cryptoexchange.jkorf.dev C#/.NET client library for the HyperLiquid.com decentralized cryptocurrency exchange REST 24 Codex, GitHub Copilot, OpenCode 2 3,454 tok
Sunrisepeak/mbun Rewrite Bun in MC++ - Just for fun 24 Claude Code, Codex, OpenCode 7 112 tok
mohsenhariri/scorio mohsenhariri.github.io Bayes@N [ICLR'26], Ranking LLMs [ACL'26 Main]: Statistical evaluation, comparison, and ran 24 Claude Code, Codex, OpenCode 2 4,044 tok
Byte-Ventures/claude-trader bitcoinbot.byteventures.se Experimental crypto trading framework for testing multi-indicator strategies, AI trade ana 24 Claude Code 1 2,690 tok
h0rv/d2-mcp d2-mcp 24 Codex, OpenCode 1 723 tok
Proteusiq/unthinking proteusiq.github.io Unveiling Causal Reasoning in LLMs: Reality or Mirage? 24 Codex, OpenCode 1 7,300 tok
zhouwei713/WorkBuddy-Dream-Skin Community image-driven skin for Tencent WorkBuddy desktop. External CDP injection, fully r 24 Codex, OpenCode 1 826 tok
streamer45/streamkit streamkit.dev StreamKit is a self-hosted real-time media processing engine with pluggable node-based pip 24 Claude Code, Codex, OpenCode 15 3,799 tok
ZanebonoAlter/Syntopica Use AI to semantically categorize your RSS subscriptions, so you only need to follow the t 24 Claude Code, Codex, OpenCode 14 4,717 tok
wedsamuel1230/arduino-skills Arduino/embedded systems skills and maker tools. 24 Claude Code, Codex, Gemini CLI, OpenCode 6 342 tok
Mirrowel/Mirrobot-agent mirrowel.github.io Production-ready AI GitHub bot powered by OpenCode Automate issue analysis, PR reviews, an 24 GitHub Copilot 2 —
rtb-1005/Course_Weight-Optimizer Northeastern University course selection weighting assistant 24 Codex, OpenCode 1 2,402 tok
Agent-Ship/agent-ship agent-ship.dev 🚀 Production-ready AI agents framework. Fork → Deploy → Ship in minutes. Multi-agent pat 24 Claude Code 6 —
0xbet-ai/QuantDesk AI-agent workspace for quantitative trading — backtest, validate, and paper trade strategi 24 Claude Code 1 2,018 tok
rtazima/claude-proj-blueprint Modular, level-based project template for Claude Code + Obsidian + Figma. Pick your maturi 24 Claude Code 2 2,616 tok
hosanxiv/kiasumiles kiasumiles.space Kiasu Miles — A Singapore credit card rewards optimization MCP. Real-time card matching, m 24 Codex, OpenCode 1 284 tok
frankbria/codeframe codeframe.sh Your coding agent can’t quietly undo what you already decided. PROOF9(TM) records a bug as 24 Claude Code, Codex, OpenCode 3 9,640 tok
appautomaton/automaton appautomaton.com AI coding agent framework — portable, stage-gated harness for Claude Code, Codex, and Open 24 Claude Code, Codex, OpenCode 2 847 tok
lukacf/meerkat Meerkat - an operational agent platform. 24 Claude Code, Codex, OpenCode 18 24,801 tok
pantheraudits/move-auditor pantheraudits.com Skill for move smart contract security auditing. 24 Claude Code, Codex, OpenCode 2 1,607 tok
anivar/zod-skill skills.sh AI agent skill for Zod v4 — 27 rules: schema design, parsing, error handling, type inferen 24 Codex, OpenCode 1 14,918 tok
aws-samples/sample-drawio-mcp aws-samples.github.io 24 Codex, OpenCode 1 30 tok
ARTPARK-SAHAI-ORG/calibrate calibrate.artpark.ai Core engine behind Calibrate, a framework for evaluating AI agents: speech-to-text, text-t 24 Claude Code 1 7,118 tok
kourdroid/OCRAgent Ironclad-OCR is an asynchronous invoice ingestion and extraction service built for vendor 24 Claude Code, Codex 8 —
kunchenguid/programbench-bench 24 Claude Code, Codex, OpenCode 2 11,045 tok
likecoin/epub.ts likecoin.github.io A TypeScript fork of epubjs — parse and render EPUB documents in the browser. 24 Claude Code, Codex, GitHub Copilot, OpenCode 4 765 tok