Converts books and documents (PDF, EPUB, DOCX, HTML, Markdown, plain text, RTF, MOBI/AZW with Calibre) into structured agent skills, extracting frameworks, mental models, principles, techniques, and anti-patterns. Use when the user wants to study a document through GitHub Copilot CLI, Amp, or Claude Code, apply an…
Apple's approach to interface design and fluid, physical motion, translated for the web. Use when building or reviewing gesture-driven UI, spring animations, drag/swipe/sheet interactions, momentum and interruptible transitions, translucent materials and depth, typography (optical sizing, tracking, leading)…
This skill encodes Emil Kowalski's philosophy on UI polish, component design, animation decisions, and the invisible details that make software feel great.
Remove signs of AI-generated writing from text. Use when editing or reviewing text to make it sound more natural and human-written. Based on Wikipedia's comprehensive "Signs of AI writing" guide. Detects and fixes patterns including: inflated symbolism, promotional language, superficial -ing analyses, vague…
Authors or reviews Know/Understand/Do charts for competency-based learning targets across developmental bands. Handles seven input types from raw curriculum documents to existing LT sets. Routes to upstream skills when stronger inputs are available.
Configure a private MindTrain instance, query its knowledge catalog, create user-approved training domains and knowledge points from AI dialogue or local reference libraries, and run persistent conversational training through Trainer MCP. Use when the user configures MindTrain, asks what domains or topics exist…
This skill helps you build LLM-powered applications with Claude. Choose the right surface based on your needs, detect the project language, then read the relevant language-specific documentation.
Verify that a code change actually does what it's supposed to by running the app and observing behavior. Use when asked to verify a PR, confirm a fix works, test a change manually, check that a feature works, or validate local changes before pushing.
Create, independently review, and publish an SEO-ready flashcard deck in this product's public catalog from a card bundle or workspace, including a required generated cover, optional card images, catalog review, website rebuild, and live verification. Use for "prepare a public deck for review", "create or publish a…
Use when integrating a Moodle plugin with the Moodle Mobile app — db/mobile.php remote templates, Ionic/Angular components delivered server-side, mobile.php view types, addons, push notifications, and offline support.
Accreditation and program-assessment documentation for university professors. 4-agent team covering outcome mapping (course LO → program outcome → standard criterion), evidence package assembly, gap analysis, and self-study drafting that never overstates what the evidence shows. Triggers on: accreditation, ABET…
Bilingual course-material maintenance for university professors — default EN ⇄ 简体中文, language-pair agnostic. 4-agent team covering the course terminology glossary (the contract every translation binds to), glossary-bound translation with pedagogical-equivalence checks, paired-version synchronization with drift…
Take an implemented branch to a reviewable pull request — author a template-compliant PR body with a QA script, open it as a draft with labels/milestone/assignee mirrored from the issue, link it to the project board, flip it to ready only when it's genuinely reviewable, announce it on Slack with a reviewer mention (if…
End-to-end GitHub issue workflow, repo-agnostic — read an issue, plan it, move it to In Progress on the project board (if one exists), implement it with efficient-fable orchestration, verify UI changes with a recorded GIF, open a template-compliant PR set to In Review with labels and milestone, and announce it on…
How the AI landing-page builder works in this LMS — the json-render → Puck pipeline that lets creators generate a full landing page from a sentence and then refine it by hand in the Puck editor. Use this skill whenever the task touches AI page generation, the "Generate with AI" button, the json-render…
Generate animated explainer videos as an instant, embeddable HTML web player from a compact A2TL-Video spec (.vdsl format). Use when the user wants a video, animation, or motion graphic for docs, courses, landing pages, or presentations — anything that should play in the browser. Part of the A2TL family (a2tl-web…
Plan age-calibrated craft projects for kids ages 2-10 — supply list, step-by-step instructions, safety notes, mess level, prep time, variations, cleanup, and learning connections. Use whenever a teacher or parent asks for a classroom or home craft. Triggers on "craft for pre-k about fall leaves", "easter craft ideas…
Turns raw class material — pasted notes, slide-deck PDFs, or class transcripts — into a 7-section study guide (outline, key terms, concept summaries, Mermaid diagrams, worked examples, 10-20 practice questions, one-page cheat sheet). USE THIS SKILL when a student says "turn my notes into a study guide," "summarize…
Turn an assignment prompt into a ready-to-use grading rubric (a.k.a. scoring guide / grading guide) with zero blank cells. USE THIS SKILL when a teacher, professor, TA, or parent says "I need a rubric for…", "make me a scoring guide", "how should I grade this?", "build an analytic rubric", "holistic rubric for a…