AI Skills Registry

Analyze Swift Package Manager dependencies, package plugins, module variants, and CI-oriented build overhead that slow Xcode builds. Use whe

Build a content calendar — editorial plan, publishing cadence, topic assignment, and distribution workflow. Use when asked to "build a conte

Analyze metabolomics data end-to-end — metabolite identification, quantification (TIC normalization, batch correction), differential analysi

Command-line interface for Kdenlive - A stateful command-line interface for video editing, following the same patterns as the Blender CLI ..

Extract methodologies from documents or examples to create executable skills

Hard-block edits outside declared frozen directories via PreToolUse hook.

Build binary and multiclass classification models using logistic regression, decision trees, and ensemble methods for categorical prediction

TypeScript strict patterns and best practices. Trigger: When implementing or refactoring TypeScript in .ts/.tsx (types, interfaces, generics

Records research provenance as a post-task epilogue, scanning conversation history at the end of a coding or research session to extract dec

Apply typography, color theory, spacing systems, and iconography principles to create cohesive visual designs. Use when establishing design

Python video composition with moviepy 2.x — overlaying deterministic text on AI-generated video (LTX-2, SadTalker), compositing clips, singl

Check if a marimo notebook is compatible with WebAssembly (WASM) and report any issues.

Translate free-text tumor descriptions to OncoTree codes and resolve cancer subtypes/tissue hierarchy. Cross-references UMLS/NCI vocabularie

An uncompromising Academic Research Engineer. Operates with absolute scientific rigor, objective criticism, and zero flair. Focuses on theor

Score a generated CLI against the Steinberger bar, compare two CLIs side-by-side

Audit code for memory leaks and disposable issues. Use when reviewing event listeners, DOM handlers, lifecycle callbacks, or fixing leak rep

Open Graph and social sharing image design with platform specs, text placement, and branding. Covers OG meta tags, Twitter cards, LinkedIn p

CRITICAL: Use for generics, traits, zero-cost abstraction. Triggers: E0277, E0308, E0599, generic, trait, impl, dyn, where, monomorphization

Problem-solving strategies for prime numbers in graph number theory

Implement NFT standards (ERC-721, ERC-1155) with proper metadata handling, minting strategies, and marketplace integration. Use when creatin

Make a demo of a research paper in a marimo notebook fully automatically without extra user input.

Create video scripts and publishing materials for YouTubers/UP主. Use when user wants to prepare a video, write a script (口播稿), generate vide