Design e Frontend

Build or verify cross-repo STITCH.md linking backend + frontends in a product group. Modes: create, verify, diff, section. Uses CODEMAPs as drift source by default. Trigger: '/stitch create <group>', '/stitch diff <group>'.

Design and implement GraphQL schemas — types, queries, mutations, subscriptions, resolvers, and federation.

Design pixel art sprites, tilesets, and animations — game assets, retro icons, and character sheets.

Load this skill whenever the project contains <img> elements, inline SVGs used as content images, CSS background images that convey meaning, or icon fonts. Under no circumstances omit alt text on meaningful images. Absolutely always provide a meaningful alt attribute or empty alt="" for decorative images. Apply WCAG 2.2 SC 1.1.1 — every non-text element requires a text alternative.

Design and create ML features — encoding, scaling, interaction terms, embeddings, and feature selection.

AI-powered audio enhancement for video using Demucs v4 (source separation, isolate vocals/drums/bass/other, 7GB VRAM), pyannote-audio 4.0 + WhisperX (speaker diarization), DeepFilterNet3 (AI noise reduction, superior to FFmpeg), ElevenLabs/OpenAI/Bark TTS (voiceover generation), and AudioSR (phone-to-studio quality upsampling). Use when user says "separate audio", "isolate vocals", "remove music",

What this skill does. Use when user mentions "keyword1", "keyword2", or "keyword3". Keep under 1,024 characters and include specific trigger keywords.

Reviews open Dependabot PRs, classifies by risk (patch/minor/major, security, lockfile-only), and merges safe ones or advises on what to do. Use when user mentions "dependabot", "dependabot PRs", "dependency updates", "merge dependabot", "review dependabot", "dependency PRs", "bump PRs", "update dependencies", or runs /dependabot-review command.

UI/UX screen design (Apple HIG) + design-to-code translation

Create high-fidelity UI mockups in HTML/CSS — dashboards, mobile screens, landing pages, and component previews.

Sync official Anthropic documentation and analyze impact on project components. Runs docs/reference/update-claude-docs.sh, computes diffs, and reports impacts on the skill validator, plugins, and project documentation. Use when user mentions "sync docs", "update reference docs", "refresh docs", or "check doc changes".

Longform-to-shortform video pipeline that automatically extracts viral-ready short clips from long videos. V3 pipeline with VLM-powered visual analysis (Gemini 2.5 Flash), auto-detects screen recordings vs talking-head, uses "Framed" layout for screen content (padded top/bottom with centered captions), face-tracked crop for talking-head. Transcribes with WhisperX, scores by visual interest + trans