How real projects configure their agents

22,109 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 agents7,557Claude Code6,620Data and AI3,682Backend and APIs3,496Languages3,401Planning3,217Git and workflow3,165Code review2,733Testing2,364Memory and context2,364DevOps and cloud2,310Writing and docs2,303Research2,297Frontend2,252Security2,013Productivity1,710

All Claude Code31,977 Codex23,157 OpenCode22,109 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,739 Windsurf129 Kiro79

Project Stars Configures Files Always loaded
joelhooks/joelclaw joelclaw.com Personal AI operating system — blog, architecture decisions, and the journey from zero to 63 Claude Code, Codex, OpenCode 3 1,051 tok
lirantal/agent-rules Rules and instructions for agentic coding tools like Cursor, Claude CLI, Gemini CLI, Qodo, 63 Codex, GitHub Copilot, Gemini CLI, OpenCode 8 8,139 tok
pawcoding/astro-loader-pocketbase npmjs.com A content loader for Astro that uses the PocketBase API 63 Codex, OpenCode 1 1,105 tok
jetyu/Snaptium snaptium.com A modern markdown AI note-taking application 62 Claude Code, Codex, Gemini CLI, OpenCode 3 1,567 tok
crisandrews/ClawCode Persistent agents for Claude Code as a plugin, not a harness. Memory, personality, messagi 62 Claude Code, Codex, OpenCode 1 2,234 tok
dgilford/ai-science-toolkit Skills & reviewer agents for AI-first climate science — built and used by a PhD atmospheri 62 Claude Code, Codex, OpenCode 2 14,915 tok
DekaPrayoga/AurixAgent haikzs.tech 🤖 Autonomous Multi-Agent AI Workspace in your terminal. Codes, researches, and executes r 62 Codex, OpenCode 1 840 tok
chiruu12/OSS-Skills 15 executable skills that walk you through your first open source contribution. Works in C 62 Claude Code, Codex, OpenCode 2 2,191 tok
eddmann/garmin-connect-mcp MCP server enabling LLMs to interact with Garmin Connect - activities, health metrics, sle 62 Claude Code, Codex, OpenCode 2 47 tok
BENZEMA216/awesome-weread A curated selection of derivative projects based on WeRead's official Agent Skill (release 62 Codex, OpenCode 1 1,763 tok
loopdive/js2 js2.loopdive.com JavaScript (ECMAScript) ahead-of-time compiler 62 Claude Code, Codex, OpenCode 11 22,658 tok
joby-aviation/noodles.gl noodles.gl A node-based environment for creating bespoke map visuals and animations 62 Claude Code, Codex, OpenCode 2 7,998 tok
NomaDamas/girlfriend-in-cli An AI girlfriend or boyfriend that lives inside your terminal. Real personas, real convers 62 Claude Code, Codex, OpenCode 31 265 tok
elzobrito/ESAA-Core ESAA combina Event Sourcing, projeção determinística e políticas fail-closed para transfor 62 Codex, OpenCode 1 1,058 tok
theo-kirby/cadex an amalgamation of Blender and FreeCAD, driven by an agentic harness 62 Claude Code, Codex, OpenCode 8 7,385 tok
drpwchen/paper-fetch drpwchen.com Publisher-aware full-text PDF fetcher — DOI in, PDF out via OA → publisher TDM APIs → your 62 Codex, OpenCode 1 2,934 tok
cofy-x/axern axern.cofy-x.space Open-source sandboxes for AI agents, untrusted code execution, and durable services. 62 Codex, OpenCode 1 1,120 tok
papadanku/CShade papadanku.github.io Image and video processing shaders for ReShade. 62 Codex, OpenCode 1 375 tok
nagi-studio/nagi-bench bench.nagi.fun One-shot LLM eval cases by NAGI STUDIO - same prompt, different agents (model + harness), 62 Codex, OpenCode 1 2,358 tok
DominikTobureto/awesome-grok-build Grok Build resources, reusable .grok/skills, AGENTS.md templates, hooks, prompts, and star 62 Codex, OpenCode 1 999 tok
fastagent-sh/fastagent fastagent.sh Vibe first. Then FastAgent — turn a local agent directory into a live service: in your app 62 Codex, OpenCode 1 6,778 tok
laravel/package-skeleton Skeleton for Laravel packages 62 Claude Code, Codex, OpenCode 7 556 tok
pierreaubert/gpui-toolkit pierreaubert.github.io A UI toolkit build to on top of Zed GPUI that also works on mobile platform and wasm. Pyth 62 Codex, OpenCode 1 2,182 tok
RYOITABASHI/Shelly AI-powered chat-first terminal IDE for Android. Built entirely on a phone, by someone who 62 Claude Code, Codex, Gemini CLI, OpenCode 3 11,157 tok
imoonkey/openweb Agent-native way to access any website. Bridging agent CLI and web GUI through API. 62 Claude Code, Codex, Gemini CLI, OpenCode 3 983 tok
monarch-initiative/dismech dismech.monarchinitiative.org Disease Mechanisms KB 62 Claude Code, Codex, GitHub Copilot, OpenCode 30 48,027 tok
Neeeophytee/agent-stylebooks 11 installable editorial systems for AI agents, based on leading public style guides. 62 Claude Code, Codex, OpenCode 2 162 tok
guimatheus92/mcp-video-analyzer glama.ai MCP server that turns any video — YouTube, Instagram, TikTok, Loom, X, Vimeo, direct URLs, 62 Claude Code, Codex, OpenCode 3 877 tok
JUNKDOGE-JOE/after-effects-mcp Agent-driven Adobe After Effects automation. MCP server + CEP plugin enabling Codex/Cursor 62 Codex, OpenCode 1 6,738 tok
agentarea/agentarea agentarea.ai Cloud-native AI Agents orchestration platform for zero-human organizations 62 Claude Code, Codex, OpenCode 5 798 tok
last9/last9-mcp-server last9.io Last9 MCP Server 62 Claude Code, Codex, OpenCode 2 4,139 tok
snyk/studio-recipes A collection of Snyk Studio suggested Rules, Commands, Hooks, and Directives 62 Claude Code, Codex, OpenCode 2 22 tok
laguagu/claude-code-nextjs-skills Claude Code skills for AI apps • Next.js 16 • AI SDK 7 • pgvector • bun 62 Claude Code, Codex, OpenCode 2 90 tok
ahonn/dotfiles 💎 My vim/neovim, claude code, nix, git, and tmux configuration files 62 Claude Code, Codex, OpenCode 44 1,065 tok
mhernesniemi/hoikka hoikka.dev E-commerce gear for SvelteKit 62 Claude Code, Codex, OpenCode 2 1,510 tok
preloop/preloop preloop.ai The open-source AI agent control plane: MCP firewall, model gateway with budgets, human ap 61 Claude Code, Codex, OpenCode 2 1,303 tok
NakaokaRei/swift-mcp-gui MCP server that can execute commands such as keyboard input and mouse movement on macOS 61 Claude Code, Codex, OpenCode 3 727 tok
HuTa0kj/vetix Vetix — Automated scanning, identification, and assessment of SKILL security risks. 61 Codex, OpenCode 1 920 tok
kimlawtech/korean-contracts speciai.kr Automatic contract generation Claude Code skill for Korean businesses. 9 types of contract 61 Codex, OpenCode 1 1,500 tok
RipeMangoBox/BITE Semi-automated research assistant and local knowledge base for paper analysis, ideation, c 61 Claude Code, Codex, OpenCode 18 675 tok
bartholomej/node-csfd-api ČSFD API in JavaScript. Amazing NPM library for scrapping csfd.cz. Now with MCP server 61 Claude Code, Codex, Cursor, OpenCode 5 1,009 tok
rnett/gradle-mcp gradle-mcp.rnett.dev A comprehensive MCP server for Gradle. 61 Claude Code, Codex, OpenCode 2 884 tok
bepitulaz/obsidian-multivault-mcp Multi-vault and multiuser Obsidian MCP 61 Claude Code, Codex, OpenCode 2 1,412 tok
KiryuuLight/zellij-attention Zellij plugin that adds notification icons to tab names when panes need attention. Designe 61 Claude Code, Codex, OpenCode 2 615 tok
michalzubkowicz/nixos-management-skill AI Agent Skills for NixOS generated from docs and websites with best practices 61 Codex, OpenCode 1 390 tok
jlrouzies-fr/doom64-rt Doom 64 Ray Tracing 61 Codex, OpenCode 1 25,839 tok
hakilee/design-farmer Agent skill that turns design system quality from "best effort" into a repeatable engineer 61 Claude Code, Codex, OpenCode 2 2,753 tok
heleninsights-dot/phd-deepread-workflow A professinal CLI workflow for PhD students to extract, analyze, and visualize academic pa 61 Claude Code, Codex, OpenCode 2 2,974 tok
lestrrat-go/helium XML Toolkit for Go (XML/SAX2/XPath 3.1/XSLT 3.0/XInclude/XSD/RelaxNG/Schematron/C14N) 61 Claude Code, Codex, OpenCode 2 5,229 tok
cliftonc/drizzle-cube try.drizzle-cube.dev An embeddable multi-dimensional semantic layer and self-service analytics module (built on 61 Claude Code, Codex, OpenCode 6 2,073 tok