How real projects configure their agents

32,505 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
forefy/.context forefy.com AI Agent Skills, Goals and Dynamic Workflows for Security Auditing, Pentesting and Researc 153 Claude Code, GitHub Copilot 2 249 tok
Netflix-Skunkworks/oci-agent 153 Claude Code 1 143 tok
sa4hnd/vibra-code mintlify.wiki Open-Source AI App Builder for Mobile — Build apps with AI like vibecodeapp, rork, lovable 153 Claude Code 1 4,072 tok
DEVtheOPS/opencode-plugin-otel An opencode plugin that exports telemetry via OpenTelemetry (OTLP/gRPC), mirroring the sam 153 Claude Code, Codex, OpenCode 2 1,341 tok
robonuggets/design-system Give Claude a brand reference, get a full design system page + 1-page A4 brand book PDF. 153 Claude Code 2 265 tok
bybit-exchange/kaas bybit-exchange.github.io Turn scattered notes, docs and transcripts into a queryable Markdown wiki — an LLM knowled 153 Claude Code 1 820 tok
netdevops/hier_config hier-config.readthedocs.io Hierarchical Configuration 153 Claude Code, Codex, GitHub Copilot, OpenCode 6 2,251 tok
OriginProtocol/origin-dollar originprotocol.com OUSD and OETH are stablecoins that passively accrue yield while you are holding it 153 Claude Code, Codex, OpenCode 9 5,098 tok
EXboys/skilllite A lightweight secure Self-evolution engine built in Rust, featuring a built-in native syst 152 Claude Code, Codex, OpenCode 17 1,314 tok
shenjianan97/persistent-agent-runtime Persistent runtime for long-running AI agent tasks with durable checkpoints, lease-based w 152 Claude Code, Codex, OpenCode 2 5,027 tok
0wulf/stridetastic An Extensible Observability Framework for Meshtastic Networks 152 Claude Code 1 10,148 tok
Iron-Ham/XcodePreviews 152 Claude Code, Codex, Cursor 5 695 tok
cablate/llm-atomic-wiki An extension of Karpathy's LLM Wiki pattern: atom layer, topic-branches, two-layer Lint. D 152 Claude Code 1 2,741 tok
vystrcild/claude_code_journaling A set of prompts and agents that process daily journal entries 152 Claude Code 5 —
NomaDamas/AutoRAG-Research Automate your RAG research 152 Claude Code, Codex, OpenCode 31 2,930 tok
nixrajput/portfolio-nextjs nixrajput.com This repository contains the source code for a portfolio website built using Next.js, Type 152 Claude Code, Codex, OpenCode 3 3,706 tok
alex-on-ai/WebReaper webreaper.ai AI-native web scraper. Single binary with a bundled Claude Code skill. MIT-licensed altern 152 Claude Code, Codex 15 8,859 tok
dmno-dev/bumpy 🐸 Modern monorepo friendly version management + changelog tool 152 Claude Code 2 187 tok
romarayt/raytsystem-public-os romarayt.github.io Local-first agent workspace for knowledge, tasks, documents and verifiable workflows · Loc 152 Claude Code, Codex, OpenCode 12 1,295 tok
JetXu-LLM/DocMason youtube.com DocMason is a repo-native agent that turns your complex office files into a local LLM know 152 Claude Code, Codex, GitHub Copilot, OpenCode 8 2,350 tok
Weebapp003/tradingview-mcp tradingview mcp which connect claude code via chrome devtools protocol 152 Claude Code 1 1,873 tok
ahpxex/open-dashboard open-dashboard.ctxflow.workers.dev A skill catalogue of 36 copy-ready admin UI shapes an AI agent installs and composes into 152 Claude Code 1 5,320 tok
aws-samples/sample-agentic-platform A sample agentic ai platform to run agentic workflows on AWS using either EKS or Bedrock A 152 Claude Code, Codex, OpenCode 3 5,144 tok
xingwudao/open-xquant xingwudao.github.io AI quantitative research framework: AI Agent-driven strategy backtesting, factor research, 152 Claude Code, Codex, OpenCode 2 1,019 tok
htlin222/meta-pipe Claude Code-powered end-to-end meta-analysis automation: AI-assisted literature review, sc 152 Claude Code, Codex, OpenCode 7 3,387 tok
bradautomates/content-ideas youtube.com Track competitors across X, Instagram, TikTok, and YouTube, see what they post, what perf 152 Claude Code, Codex, OpenCode 2 569 tok
Xueheng-Li/openclaw-wechat 152 Claude Code 1 1,977 tok
jdforsythe/forge Skills for creating high quality skills and agents 151 Claude Code 1 214 tok
femto/minion 👷‍♂️High performance agent framework that can do everything. Minion is designed to execut 151 Claude Code, Codex, OpenCode 2 2,305 tok
qwedsazxc78/ai-automation-n8n AI automation — automate tasks using n8n and AI agents. 151 Claude Code 1 1,417 tok
systemcrash92/DogSprite dogsprite.org 151 Claude Code 3 —
Larens94/codedna larens94.github.io A lightweight annotation standard that helps AI agents navigate codebases faster, with few 151 Claude Code, Codex, OpenCode 3 5,888 tok
dmae97/omk Open-source multi-agent coding CLI for the terminal (TypeScript, MIT). Switch models mid-s 151 Claude Code, Codex, OpenCode 2 3,785 tok
ArchiveBox/abx-dl abx-dl.archivebox.io ⬇️ A simple all-in-one CLI tool to download EVERYTHING from a URL (like youtube-dl/yt-dlp, 151 Claude Code, Codex, OpenCode 2 1,276 tok
QoreDB/QoreDB qoredb.com Next Generation Database Client 151 Claude Code, Codex, OpenCode 2 1,139 tok
Hainrixz/maia-skill tododeia.com Claude Code skill: 5 AI agents analyze crypto, stocks, forex & commodities in parallel, ad 151 Claude Code 1 —
hamzafarooq/claude-code-starter 151 Claude Code 1 650 tok
zjunlp/DataMind zjunlp.github.io [ICLR/AAAI/KDD/EMNLP2026] Open-Source LLM-Based Data Analysis Agents 151 Claude Code 1 —
buildermethods/bm-skills A collection of public open-source tools for builders, by Brian Casel @ Builder Methods (b 151 Claude Code, Codex, OpenCode 2 373 tok
kubestellar/console console.kubestellar.io World's first fully integrated and fully Automated Kubernetes management and orchestration 151 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 12 9,406 tok
goern/forgejo-mcp codeberg.org MIRROR ONLY!! This Model Context Protocol (MCP) server provides tools and resources for in 151 Claude Code, Codex, OpenCode 54 4,524 tok
coleam00/cole-medin-knowledge-base An OKF (Open Knowledge Format) knowledge base + Karpathy-style LLM wiki synthesized from C 151 Claude Code 1 360 tok
zeweihan/aiworkdeck aiworkdeck.com Open-source workspace for professional document AI: reviewable agent edits, source-linked 151 Claude Code, Codex, OpenCode 15 2,238 tok
PostHog/mcp posthog.com Official PostHog MCP Server 🦔 151 Claude Code 1 1,247 tok
pixel-point/animate-text pixelpoint.io 151 Claude Code, Codex, OpenCode 5 273 tok
LKbaba/Grok-mcp 151 Claude Code 1 190 tok
ZeroPointSix/empathize-with-others 150 Claude Code, Codex, OpenCode 2 2,659 tok
weibaohui/kom kom is a tool for Kubernetes operations, providing an SDK-level wrapper for kubectl and cl 150 Claude Code, Codex 10 —
yezannnnn/agentGroup A four-AI professional collaboration framework: design + development + testing + managemen 150 Claude Code 1 —
disler/quick-data-mcp Prompt focused MCP Server for .json and .csv agentic data analytics for Claude Code 150 Claude Code 3 —