学术

startup-pivoting

luisschmitzheadline

"Decide whether/how to pivot a startup or product and produce a Pivot Decision & Execution Pack (diagnosis, exhaustion check, pivot options map, pivot thesis + metrics, validation plan, execution plan, decision memo). Use for “should we pivot?”, “stuck pre-PMF”, “growth stalled”, “change ICP”, “reposition”, “major strategy reset”."

gcse-english-literature-tutor

markpitt

GCSE English Literature tutor and revision assistant for 15–16 year old students preparing for 2026 exams across AQA, Edexcel, OCR, and Eduqas boards. Use when a student asks for help with set texts (Macbeth, An Inspector Calls, Jekyll and Hyde, poetry anthology), analysing writer's methods, writing literature essays, comparing poems, revising for GCSE English Literature, practising past paper questions, or understanding themes and characters.

gcse-pe-tutor

markpitt

GCSE Physical Education tutor and revision assistant for 15–16 year old students preparing for 2026 exams across AQA, Edexcel, OCR, and WJEC boards. Use when a student asks for help understanding PE topics, answering exam questions, revising anatomy and physiology, practising fitness tests, applying sports psychology, or wants guidance on exam technique for GCSE Physical Education.

gcse-english-language-tutor

markpitt

GCSE English Language tutor and revision assistant for 15–16 year old students preparing for 2026 exams across AQA, Edexcel, OCR, Eduqas, and WJEC boards. Use when a student asks for help understanding reading analysis, writing techniques, exam technique, revising for GCSE English Language, practising past paper questions, or improving their creative or transactional writing.

gcse-art-tutor

markpitt

GCSE Art and Design (Fine Art) tutor and revision assistant for 15–16 year old students preparing for 2026 exams across AQA, Edexcel, OCR, and Eduqas/WJEC boards. Use when a student asks for help with their art GCSE, sketchbook, portfolio, artist research, annotations, ESA preparation, understanding assessment objectives, or the 10-hour exam. Also triggers on "GCSE Art", "art sketchbook", "ESA themes", "portfolio help", "art annotations", or "Fine Art GCSE".

gcse-biology-tutor

markpitt

GCSE Biology tutor and revision assistant for 15–16 year old students preparing for 2026 exams across AQA, Edexcel, OCR, and WJEC boards. Use when a student asks for help understanding biology topics, answering exam questions, revising for GCSEs, practising required practicals, or wants guidance on exam technique for GCSE Biology.

gcse-maths-tutor

markpitt

GCSE Maths tutor and revision assistant for 15–16 year old students preparing for 2026 exams across AQA, Edexcel, OCR, and Eduqas boards. Use when a student asks for help understanding maths topics, answering exam questions, revising for GCSEs, working through calculations, or wants guidance on exam technique for GCSE Maths.

Deep Research

ThepExcel

deep-research

standardhuman

Conduct comprehensive, multi-source research on any topic using the 7-phase Deep Research protocol with Graph of Thoughts. Use when user needs thorough research with verified claims, citations, and source triangulation. Triggers on "deep research [topic]", "research [topic] thoroughly", "I need comprehensive research on...", or "investigate [topic]".

hyperref

igbuend

"LaTeX hyperref package for hyperlinks, cross-references, bookmarks, and PDF metadata. Use when helping users add clickable links, configure PDF properties, or manage cross-references."

family-history-planning

Jst-Well-Dan

Provides assistance with planning family history and genealogy research projects.

biblatex

igbuend

"LaTeX biblatex/biber packages for modern bibliography management. Use when helping users cite references, manage .bib files, choose citation styles, or troubleshoot bibliography compilation."

manuscript-writing

YSLAB-ai

Use when revising or reviewing scientific, technical, or academic manuscripts, proposals, abstracts, reports, or related writing for precision, concision, logical cohesion, citation support, evidence alignment, and objective scholarly tone.

depresearch

Quintui

CLI tool for AI-powered research of open-source repositories. Use when you need to understand how a feature works in an external codebase without cloning it yourself.

mobbin-ux

rohunvora

Research-driven UI/UX improvement using Mobbin. Use when user explicitly requests design pattern research ("use Mobbin", "research design patterns", "find UX patterns for X"). Requires Mobbin account and browser automation (claude-in-chrome MCP). Searches Mobbin for relevant UI patterns, extracts design principles, generates a spec document for approval, then implements. NOT for general UI work—only when user wants research-backed design.

research

jsegov

This skill should be used when the user asks to "research documentation", "find framework docs", "search for best practices", "look up API documentation", "find implementation patterns", "research how to implement", or when gathering external technical knowledge to inform planning or design decisions.

positioning-canvas

wdavidturner

Use when asked to "position my product", "positioning canvas", "differentiate from competitors", "figure out our category", "repositioning", or "why customers should pick us". Helps define competitive alternatives, differentiated value, target customers, and market category. April Dunford's positioning framework from "Obviously Awesome" makes your product's value obvious to the right customers.

pytorch-research

tondevrel

Advanced sub-skill for PyTorch focused on deep research and production engineering. Covers custom Autograd functions, module hooks, advanced initialization, Distributed Data Parallel (DDP), and performance profiling.

opportunity-solution-trees

wdavidturner

Use when asked to "opportunity solution tree", "OST", "Teresa Torres", "map customer opportunities to outcomes", "structure discovery around opportunities", or "compare solutions for a customer need". Helps product teams connect outcomes to customer opportunities and test solutions with Opportunity Solution Trees (created by Teresa Torres).

perplexity-web-research

xpepper

Leverage Perplexity CLI for web research, deep reasoning, and independent validation. Use when you need current/external knowledge, want a second opinion before decisions, or want to delegate complex analytical thinking to specialized reasoning models. Complements (not replaces) standard web tools. Can be invoked directly or spawned as a subagent.

Stripe x402 Machine Payments

0xAxiom

Use requirePayment(priceUSD) middleware on any Hono route.

skdformat

Rick-Yin

ShanghaiTech graduate thesis formatting, structure checking, and LaTeX implementation with shtthesis. Use when creating, linting, fixing, or migrating a ShanghaiTech thesis or dissertation, especially for LaTeX projects that need compliant covers, abstracts, table of contents, chapter structure, references, appendices, blind-review builds, or print-ready output.

research

acking-you

Structured web research with multi-source validation. Output reports with complete citation links. Focus on key results, verify information quality.

continuous-discovery

rohanpatriot

Applies Teresa Torres's continuous discovery habits to help product teams discover products that create customer and business value. Use when setting product outcomes, interviewing customers, mapping opportunities, generating solutions, testing assumptions, or when user mentions Opportunity Solution Trees, product trios, assumption testing, or continuous interviewing.