Rewrite the docstrings and comments in an existing codebase to match the output style you have active, without changing behaviour.
Write, fix, and verify Aprimo reference expressions (an XML DSL that runs against a digital-asset-management record).
Author architectural UML diagrams in Mermaid syntax from findings that describe a system's structure — components, modules, services, and…
Generate argument structure scaffolds using Toulmin, PEEL, or CER frameworks for a specific claim or question.
Transforms articles and text documents into structured, bite-sized knowledge cards for effective study and review.
Design the deeper patterns, structures, artefacts, and mental models needed to grow a desired event.
Audit a proposed assessment for construct validity, reliability, and alignment to learning objectives.
Project documentation lifecycle for PHP/Laravel and Node/TypeScript/React projects — bootstrapping essential docs, naming and folder…
Website migration preparation audit: should you leave WordPress, Wix, or your current platform, and what will be transferred?
Auto-generate changelogs from commit history
Design a moment of awe or wonder that hooks curiosity and deepens emotional engagement with content.
Search Awesome lists for curated project recommendations
Use when approved BA/project truth needs to be communicated as a professional, plain-language FRD report that mixed business and technical…
Use automatically for 0-3-year-old baby or toddler caregiving questions about behavior, sleep, feeding, development, daily safety…
Convert Markdown text or .md files into HTML fragments or full HTML documents.
Trigger when: (1) User mentions "manim" or "Manim Community" or "ManimCE", (2) Code contains `from manim import *`, (3) User runs `manim`…
Search and download books from Z-Library and Anna's Archive.
Interactive outline co-creation for developer advocacy content — collects format, audience profile, story arc…
Use when creating new skills, editing existing skills, or verifying skills work before deployment
Manage citations systematically throughout the research and writing process.
Make user-facing narrative text clear, precise, concise, and useful.