How real projects configure their agents

23,280 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
elliottdehn/open-jobs ~3M live jobs from 36 ATS, enriched with LLM-extracted fields + embeddings, released CC0. 334 Claude Code, Codex, OpenCode 2 5,892 tok
topocm/topocm_content topocondmat.org Course on topology in condensed matter 334 Codex, OpenCode 1 174 tok
elastic/integrations elastic.co 333 Claude Code, Codex 4 77 tok
sakitam-fdd/ol3Echarts sakitam-fdd.github.io :earth_asia: :bar_chart: ol3Echarts | a openlayers extension to echarts 333 Codex, OpenCode 1 754 tok
robiot/fable-os An agentic operating system where the kernel is controlled directly by Claude 333 Codex, OpenCode 1 1,877 tok
harperreed/dotfiles Dotfiles. Managed by YADM 332 Claude Code, Codex 40
opgginc/laravel-mcp-server op.gg A Laravel package for implementing secure Model Context Protocol servers using Streamable 332 Claude Code, Codex, OpenCode 2 1,470 tok
gameworkerkim/vibe-investing vibequant.cc AI-powered Vibe Investing for NASDAQ, S&P500 & crypto: LLM quant trading tools, multi-agen 332 Claude Code, Codex, OpenCode 2 1,579 tok
Fergana-Labs/stash joinstash.ai Automatically create new skills based on past agent traces 332 Claude Code, Codex, OpenCode 2 3,432 tok
Chozzc/Lujie-Careerkit lujie.chozzc.dev An AI-powered career workspace from resume editing to offer acceptance, covering resume ed 332 Codex 4
hughjonesd/huxtable hughjonesd.github.io An R package to create styled tables in multiple output formats, with a friendly, modern i 332 Codex, OpenCode 1 834 tok
robotocore/robotocore 331 Claude Code, Codex, OpenCode 3 10,254 tok
modelstudioai/cli bailian.console.aliyun.com Official Model Studio CLI(Alibaba Cloud Bailian CLI)built for AI Agent frameworks, exposin 331 Claude Code, Codex, OpenCode 2 3,532 tok
krispuckett/SwiftUIShaders 41 hand-curated drop-in SwiftUI Metal shader effects — holographic foil, kaleidoscope, mag 331 Claude Code, Codex, OpenCode 2 2,530 tok
K-Dense-AI/science-superpowers k-dense.ai Composable computational-science methodology skills for AI research agents — pre-registrat 331 Claude Code, Codex, Gemini CLI, OpenCode 3 688 tok
gatelynch/llm-knowledge-base Inspired by Andrej Karpathy's llm-wiki concept, a personal knowledge base system that clea 330 Claude Code, Codex, OpenCode 9 2,933 tok
GainSec/AutoProber gainsec.com Hardware hacker’s flying probe automation stack for agent-driven target discovery, micro 330 Codex, OpenCode 1 1,559 tok
pixijs/pixijs-skills Official AI skills for PixiJS. These skills teach AI coding agents how to correctly use Pi 330 Claude Code, Codex, GitHub Copilot, OpenCode 5 1,527 tok
Neeeophytee/finding-unknowns-skills 13 installable skills for Claude Code, OpenAI Codex, and Hermes, for finding your unknowns 330 Claude Code, Codex, OpenCode 2 2,894 tok
bborn/lewsnetter E-mail marketing application (create and send e-mail newsletter via SES). Includes subscri 329 Codex, OpenCode 1 2,323 tok
BitBoxSwiss/bitbox-wallet-app bitbox.swiss The BitBoxApp for desktop and mobile. 329 Codex, OpenCode 1 2,857 tok
ChatPRD/tradclaw AI openclaw mom and household manager for agentic parenting 329 Codex, OpenCode 1 181 tok
jdubois/dr-jskill julien-dubois.com An Agent Skill for creating Spring Boot applications 329 Codex, OpenCode 1 1,089 tok
Leon-Drq/openagentskill openagentskill.com The skill layer for AI agents: npm for AI Agent Skills. 329 Codex, OpenCode 1 303 tok
autonomous-ai/autonomous-os The open-source operating system for robots — install it and your robot comes alive 329 Claude Code, Codex, OpenCode 2 7,403 tok
FoloToy/ai-passport ai-passport.folotoy.cn FOLOTOY AI Passport develop resources for Agent 329 Claude Code, Codex, OpenCode 2 1,109 tok
Ruhan-Wang/Harness_Handbook 328 Codex 1
travmiller/paper-console A small, self-hosted thermal printer for news, weather, puzzles, email, and more. 328 Codex, OpenCode 1 1,055 tok
cellebrite-labs/ghidra-rpc A Ghidra agentic reverse engineering skill. 328 Claude Code, Codex, OpenCode 2 4,179 tok
lambda-symbolics/autolith lambda-symbolics.com Autolith is a self-modifiable general purpose Lisp AI agent 328 Codex, OpenCode 1 3,591 tok
cacheplane/dawnai dawnai.org Build LangGraph agents like Next.js apps. 327 Codex, OpenCode 1 3,597 tok
FrankChen021/datastoria datastoria.app AI-native ClickHouse console for your cluster diagnostics and query generation, optimizati 327 Codex, OpenCode 1 1,371 tok
artem-sedykh/mini-climate-card artem-sedykh.github.io Minimalistic climate card for Home Assistant Lovelace UI 327 Claude Code, Codex, OpenCode 2 10,982 tok
cognesy/instructor-php instructorphp.com Unified LLM API, structured data outputs with LLMs, and agent SDK - in PHP 327 Codex, OpenCode 3 3,583 tok
hmmhmmhm/daiso-mcp mcp.aka.page Turn Daiso into an MCP! It also enables searches for Korean local retailers and cinemas th 327 Claude Code, Codex, Gemini CLI, OpenCode 3 5,180 tok
Prisma-Labs-Dev/apple-skills Apple development skills for Claude Code and Codex — latest iOS 26+ APIs, SwiftUI, Liquid 327 Claude Code, Codex, OpenCode 1 1,120 tok
remorses/usecomputer usecomputer.org Fast computer automation CLI for AI agents. Control any desktop with screenshots, clicks, 327 Codex, OpenCode 1 2,433 tok
InterfaceX-co-jp/genshijin interfacex-co-jp.github.io genshijin Primitive Man 🗿| An ultra-compressed communication skill for AI agents such as 327 Codex, GitHub Copilot, OpenCode 2 455 tok
vyrx-dev/toofan A minimal, lightning-fast typing TUI for your terminal 327 Codex, OpenCode 1 1,242 tok
momori777/Artemis Uncensored, fully offline AI girlfriends harem: Openclaw/Claude Code + Local LLM + GPT-SoV 327 Codex, OpenCode 1 232 tok
wilfredinni/noodle noodlerest.dev A delicious REST client for your terminal 327 Claude Code, Codex, OpenCode 5 9,178 tok
taskctl/taskctl Concurrent task runner, developer's routine tasks automation toolkit. Simple modern altern 326 Claude Code, Codex, OpenCode 2 2,974 tok
mosaxiv/clawlet Ultra-lightweight and efficient personal AI assistant 326 Codex, OpenCode 1 453 tok
kleosr/cursorkleosr forum.cursor.com Make AI Development Feel Natural in Cursor 326 Codex, OpenCode 1 444 tok
Jeidoban/Ironsmith ironsmith.app Create personal Mac apps instantly with a prompt. Supports on-device and cloud LLMs 326 Codex, OpenCode 1 1,994 tok
thesysdev/openclaw-os openui.com The default workspace for OpenClaw 326 Codex, OpenCode 1 777 tok
hogeheer499-commits/strix-halo-guide strixhaloguide.com Evidence-backed AMD Strix Halo local-AI setup and benchmarks: Qwen3.8, Ollama, llama.cpp, 326 Codex, OpenCode 1 2,053 tok
boringcomputers/nehemiah boringcomputers.com On-demand Linux computers you can hand to an AI — real Firecracker microVMs with a browser 326 Claude Code, Codex 1
educlopez/ui-craft skills.smoothui.dev Design engineering system for AI coding agents — ship UI with craft-level quality. Install 326 Codex, OpenCode 1 173 tok
tuva-health/tuva-core thetuvaproject.com Main repo including core data model, data marts, data quality tests, and terminology sets. 325 Codex, OpenCode 1 4,652 tok