How real projects configure their agents

32,523 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
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
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
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
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
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
melodykoh/learning-loop-skill Claude Code skill for capturing and codifying learnings before session ends / context lost 24 Claude Code 1 1,199 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
TheAngryRaven/DovesDataLogger lapwingdata.com FOSS DIY Datalogger 24 Claude Code 1 40,138 tok
jiumigu/sycamore Sycamore — a personal life management system designed for individual use. Unifies daily re 24 Claude Code 1 4,809 tok
scottrigby/claudeman Run Claude Code with Podman 24 Claude Code 1 381 tok
kcwoodfield/LifeOS-OSS Life OS - Personal operating system template for Obsidian + Claude Code 24 Claude Code 1 7,122 tok
mattydsmith/things-cloud-mcp MCP server connecting Claude to Things 3 via Things Cloud 24 Claude Code 1 1,410 tok
Joe-rq/harness-lab A Harness Engineering practice framework inspired by OpenAI, gstack, and Tencent engineeri 24 Claude Code, Codex, OpenCode 16 5,580 tok
skwashd/ccodolo Multi-Agent Coding Environment 24 Claude Code, Codex, OpenCode 2 3,367 tok
undefinedopcode/kate-code A Claude Code plugin for the Kate Editor leveraging Zed Industries claude-code-acp. 24 Claude Code 1 1,063 tok
JoeChen2me/RK-MediaProject 24 Claude Code, Codex, OpenCode 2 650 tok
TomasHer/prompting-blueprints tomasher.github.io Your guide to the Agentic AI evolution. **Prompting Blueprints** offers a curated collecti 24 Claude Code 2 —
whyiyhw/seek seek.whyiyhw.com Not just an agent demo — a local coding-agent platform: plan mode, sub-agent teams, cron, 24 Claude Code, Codex, OpenCode 2 9,968 tok
samson-art/transcriptor-mcp transcriptor-mcp.org One MCP server that gives Claude, ChatGPT, Cursor and any other AI app transcripts, chapte 24 Claude Code, Codex, OpenCode 8 3,343 tok
biblcontentofficial-art/Premiere-Pro-edit-bibl One-line rough cuts for talking-head videos — remove silence, filler sounds, and stutterin 24 Claude Code 14 653 tok
stemma-sh/stemma stemma.sh Local-first DOCX editing for agents and automation, with native Microsoft Word tracked cha 24 Claude Code 1 552 tok
magebitcom/magento2-mcp-module magebit.com Extensible MCP module for Magento2 - Interact with your store through any MCP-compatible A 24 Claude Code 1 4,600 tok
DanielHashmi/Q4_learning This repository serves as the comprehensive workspace for Quarter 4-5 academic endeavors, 24 Claude Code 1 —
ma-pony/deepspider AI-native web scraping and JavaScript reverse-engineering platform powered by DSH, Patchri 24 Claude Code 1 857 tok
zowe/zowe-mcp Zowe MCP Server 24 Claude Code, Codex, Cursor, OpenCode 2 41,239 tok
walidboulanouar/n8n-claude-code-template ayn8n.com Claude Code template for building n8n workflows — onboarding agent, expert build agent, 7 24 Claude Code 2 1,150 tok
Soushi888/holochain-agent-skills soushi888.github.io Agent skills for Holochain hApp development on Holochain 0.7. Agent Skills Open Standard: 24 Claude Code, Codex, OpenCode 2 3,652 tok
blackwell-systems/knowing blackwell-systems.github.io Permanent code intelligence layer. Learns what matters, expires what changed, proves what 24 Claude Code 1 6,417 tok
MohamedAbdallah-14/prompt-to-asset npmjs.com MCP server + CLI for production-grade software assets (logos, app icons, favicons, OG, ill 24 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 17 20,707 tok
nexus-substrate/nexus-agents nexus-substrate.github.io Governance substrate for your AI coding agents — adversarial review, drift-detected rules, 24 Claude Code, Codex, Gemini CLI, OpenCode 7 32,193 tok
HexamindOrganisation/hexgate hexgate.ai Authorization infrastructure for AI agents - policy enforcement, signed WASM bundles, per- 24 Claude Code, Codex, OpenCode 9 625 tok
zapier/agent-skills skills.sh Agent skills for working with Zapier, maintained by Zapier teams. Indexed by skills.sh. 24 Claude Code, Codex, OpenCode 2 960 tok
synthesisengineering/synthesis-skills Synthesis Skills — reusable AI agent skills built on the Agent Skills open standard. Insta 24 Claude Code, Codex, OpenCode 2 1,373 tok
EodHistoricalData/EODHD-MCP-Server EODHD MCP Server for AI assistants 24 Claude Code, Codex, OpenCode 2 2,817 tok
mayflower/contextmine Documentation & Code Indexing with MCP - Open-source Context7 alternative 24 Claude Code, Codex, OpenCode 3 3,649 tok
ivanshamaev/de-agent-skills datatalks.ru Professional Data Engineering Agent Skills for developing AI Agentic Data Platforms. 24 Claude Code 2 8,914 tok
wjxcom/wjx-ai-kit npmjs.com Wenjuanxing OpenAPI full-stack toolkit: TypeScript SDK + MCP Server + CLI 24 Claude Code 6 1,945 tok
fayerman-source/deslop skills.sh Plain-English legal writing skill for AI agents (Claude Code, Codex, Antigravity). For law 24 Claude Code 1 —
jsuzanne/stigix stigix.io Stigix is a lab platform to validate SD‑WAN and SASE. ​ It unifies SaaS traffic generation 24 Claude Code, Codex 15 —