Figma Design Partner
Create, review, or maintain UI in Figma through the Figma MCP. Use whenever the user is designing, mocking up, critiquing, or speccing any UI; wants a design reviewed or improved; mentions design tokens, variables, components, a design system, brand or theme modes, accessibility, contrast, or touch targets; shares a Figma file, node, or link; or asks to build, extend, or clean up UI. Works for any product via a swappable profile.
Prd To Design Brief
Convert a PRD, feature spec, or requirements doc into a design brief for the figma-design-partner skill, covering screen inventory, per-screen states, theme mode, flows, and build order. Use whenever the user has a spec, PRD, Jira epic, or wiki page and wants to move it into design, asks what screens a feature needs, wants a spec briefed out or handed to design, or asks whether a PRD is ready to design from. Works for any product via a swappable profile.
Youtube Transcript Miner
Turn YouTube spoken content into written assets: fetch caption tracks and generate summaries, blog drafts, quote lists, chaptered breakdowns, and tweet threads. When captions are missing, download audio and transcribe locally with Whisper. Use for content repurposing pipelines.
Structured Json Extractor
Use to turn free-form LLM output into validated JSON via Pydantic models. Covers typed response models, retry on validation failure, nested schemas, and batch processing.
Fastmcp Server Builder
Scaffold, test, and ship MCP servers in Python with FastMCP. Use when wrapping an API, database, or file workflow as Model Context Protocol tools, or when a new MCP server must be smoke-tested locally before connecting to a client.