This skill generates comprehensive documentation from code implementations, including API references, user guides, and architecture notes to support

This skill generates short videos for ecommerce products using Veo, transforming images or descriptions into animated assets.

This skill guides systematic refactoring of Python code, improving structure and maintainability without altering external behavior.

This skill enables server-side rendering for Inertia Rails apps to boost SEO and first-load performance.

This skill retrieves deep Swift and Apple framework insights using SwiftZilla Deep Insight, delivering precise technical context for advanced questions.

This skill estimates flight time between airports using winds aloft and true airspeed to aid planning and route comparison.

This skill helps you design robust Python CLIs with Click, including groups, nested commands, validation, and templates for production-ready tooling.

This skill helps planners create clear, step-by-step implementation plans with acceptance criteria using MCP helpers for efficient project execution.

Capture screenshots of aiandi.dev for visual verification. Puppeteer-based, outputs to /tmp. Foundation for the design-loop skill.

This skill helps you implement robust Go error handling with wrapping, custom types, and errors.Is/As for clear, maintainable code.

This skill automatically generates consistent PR content by analyzing commit logs and branch strategies for clear documentation and reviews.

This skill enforces logic-less Handlebars patterns to keep templates clean, safe, and maintainable by guiding data preparation and helper usage.

Deep retrieval specialist for long-tail knowledge discovery

Conduct comprehensive academic research using OpenAlex, PDF extraction, paper search MCPs, and web search. Always produces comprehensive reports with 5+ evidence cards covering conflicting ideas and best approaches. Integrates academic papers (high weight) and non-academic sources (blogs, docs - lower weight but valuable for SOTA). Use when: (1) Researching software architecture patterns, (2) Finding academic papers on technical topics, (3) Conducting literature reviews, (4) Analyzing research papers for evidence-based decisions, (5) Building evidence cards from papers, (6) Finding related works and citations, or (7) When you need grounded, paper-backed technical recommendations. Triggers: research, find papers, literature review, evidence-based, academic research, compare approaches, what does research say, find studies on, search for papers about.

Query and analyze data from Metabase, create/update questions and dashboards, access the Metabase REST API, and troubleshoot Metabase SQL queries. Use when user mentions Metabase, dashboards, metrics, or asks to fetch/analyze business intelligence data.

Customize the Shadcn design system (Tailwind v4 supported). Update design tokens, safe refactoring, and color management.

This skill helps therapy practices create compliant educational lead magnets that build email lists without making diagnostic claims.

Create custom entities and NPCs for Hytale with AI behaviors, components, spawning, and animations. Use when asked to "create a custom entity", "add an NPC", "make a mob", "design AI behavior", or "configure entity spawning".

Researches domain ecosystem for project initialization. Spawned by /gsd:new-project orchestrator (4 parallel agents).

Quick start guide for Tavus Conversational Video Interface (CVI). Use when starting a real-time video conversation, creating your first persona, or testing the CVI API. Covers the minimal setup to get a conversation running.

Expert guidance for building AI agents with ToolLoopAgent (AI SDK v6+). Use when creating agents, configuring stopWhen/prepareStep, callOptionsSchema/prepareCall, dynamic tool selection, tool loops, or agent workflows (sequential, routing, evaluator-optimizer, orchestrator-worker). Triggers: ToolLoopAgent, agent loop, stopWhen, stepCountIs, prepareStep, callOptionsSchema, prepareCall, hasToolCall, InferAgentUIMessage, agent workflows.