Cluster and organize large volumes of text into semantic topics with BERTopic. Use this ALWAYS when the user brings a lot of text (a Telegram export, a chat history, a dump of posts, a set of transcripts, a table of messages, hundreds of rows) and wants to…
Full product-market fit cycle for one product — from initial hypothesis to post-launch metrics. 10 stages: setup → hypothesis (7 dimensions) → market research → risk synthesis → DVF validation → interview prep → field → interview synthesis → MVP → metrics…
Record architecture decisions in a project's ADR log. Creates the ADR file for new projects, appends new entries, and marks old decisions as superseded. Use this skill whenever an architectural or design decision is made during a session: choosing a…
Write detailed, production-ready prompts for AI image generation (Midjourney, DALL-E, Flux, Stable Diffusion, etc.). Use when the user needs an illustration, image, or visual asset for any context — website hero, card, social media post, presentation slide,…
Generate self-contained HTML pages that visually explain systems, data stories, investigations, editorial workflows, and code changes. Use when the user asks for diagrams, architecture views, visual diffs, data tables, timelines, source maps, or any…
Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components, pages, or applications. Generates creative, polished code that avoids generic AI aesthetics.
You MUST use this before any creative work - creating features, building components, adding functionality, or modifying behavior. Explores user intent, requirements and design before implementation.
Run a full UX audit on any website: Nielsen heuristics, conversion, content, technical quality, information architecture. Produces a prioritized report with evidence-based findings and actionable recommendations. Use when asked to review a site, check a…