data Skills

Deployment and infrastructure for the site. Consult when troubleshooting deployments, modifying CI/CD, or diagnosing build issues.

Use this skill when starting, stopping, or troubleshooting the development environment including managing backend/frontend service...

Use this skill when working with UFC fighter images including downloading from multiple sources (Wikimedia, Sherdog, Bing), detect...

Git操作(add, commit, switch, push)とGitHub CLI(PR作成・編集、Issue作成、コメント取得)を実行。コミット作成、ブランチ管理、プルリクエスト作成・編集、Issue管理が必要な場合に使用。「コミットして」「PRを作成」...

SEO maintenance for the site. Consult when adding content, modifying pages, updating metadata, or making changes that affect disco...

Comprehensive market environment analysis and reporting tool. Analyzes global markets including US, European, Asian markets, forex...

Generate Skills from HTTP MCP servers with async job patterns (submit/status/result). Use when converting MCP specifications (.mcp...

Configure MCP servers including Context7 and Playwright. Use when the user asks about MCP configuration, setting up Context7, conf...

Intelligent MCP server recommendation engine based on quantitative domain analysis. Maps projectdomains (Frontend %, Backend %, Da...

Execute complex multi-tool MCP workflows directly using TypeScript or Python. As the MCP executor agent, you have MCP servers conf...

Use this skill when you need to discover MCP tool parameters, understand naming conventions, or debug tool call errors

Build no-code MCP servers with tools that compose and orchestrate other MCP tools, with data transformation and conditional logic.

Search through past session context and observations. Use when asking about past work, previous implementations, how something was...

Coordinates Serena MCP knowledge graph operations for Shannon Framework. Enforces standardizedentity naming (shannon/* namespace),...

Persistent memory graph skill using the MCP Memory server

Analyze context management, memory systems, and state continuity in agent frameworks. Use when (1) understanding how prompts are a...

Generate syntactically correct Mermaid diagrams for technical documentation

Translate metaphorical descriptions into executable protocols.

Generate MIDI files with GM instruments and music theory. Use when creating music, composing melodies, or generating MIDI files.

Creates a timestamped markdown draft file for iterating on long-form content like PR descriptions, release notes, or issue descrip...

Write correct, idiomatic Apple MLX code for Apple Silicon ML. Use when working with MLX arrays, neural networks, training loops, l...

Modular architecture health assessor for Logseq Template Graph. Analyzes module balance, cohesion, size distribution, and dependen...

Adaptive brainstorming for VCV Rack module concepts and improvements

Version management, bug fixes, feature additions for VCV Rack modules

Manage complete module lifecycle - install, uninstall, reset, destroy

Interactive research and planning (Stages 0-1) for VCV Rack module development

Automated validation suite for VCV Rack modules

Implementation orchestrator for stages 2-6 (Foundation through Validation)

Animation specialist - handles Framer Motion patterns, motion tokens, transitions, and micro-interactions for the calm aesthetic.

Use this to read the MUI (Material UI) documentation.

Analyze coordination patterns, handoff mechanisms, and state sharing in multi-agent systems. Use when (1) understanding how agents...

Conducts systematic investigations across diverse information sources with cross-validation and credibility assessment. Use when r...

Multithreading and concurrency patterns for game servers including synchronization primitives

This skill should be used when users need to download audio or music from online platforms like YouTube, SoundCloud, Spotify, or o...

Visual design guidelines for the music theory application. Use this skill when creating or improving UI components, designing new...

Complete MXQL (Metrics Query Language) toolkit for generating, analyzing, validating, and testing queries. Supports conversational...

Decide when to use n8n workflows versus Next.js server actions for backend logic. Use when implementing complex multi-step workflo...

Comprehensive n8n v2.0 reference for building workflow automation. Use this skill when working with n8n workflows, especially for...

Guide user through creating a project using the Natural Planning Model with adaptive depth control (Quick/Standard/Deep). Ensures...

Use the nbt! macro from mc_protocol for creating NBT (Named Binary Tag) data for Minecraft protocol encoding.

Expert Neovim/Lua configuration assistant for NOE.ED (LazyVim-based setup). Covers plugin configuration, LSP setup, keymaps, Mason...

Extract and analyze metadata from NetCDF files. Use this skill when working with NetCDF (.nc) or CDL (.cdl) files to extract varia...

ネットワーク通信・データ永続化ガイド。API通信、HTTP/WebSocket、データキャッシュ、Core Data、Realm、UserDefaults、Keychain等、iOS開発におけるデータ取得・保存の実践的なパターン。

Establish neutral baseline metrics for unbiased assessment.

Build production-grade React apps with Next.js 14 App Router, Server Components, and Edge Runtime

Next.js 15 App Router patterns - use for frontend pages, API routes, server components, client components, and middleware

Build new Next.js applications or migrate existing frontends (React, Vue, Angular, vanilla JS, etc.) to Next.js + shadcn/ui with s...

Record discussions in the posts folder on an ongoing basis when requested to, or at the end of significant events, like brainstorm...