deck-critique

Score Marp Markdown and Google Slides decks against the Data Story Checklist.

16|7|Updated Apr 1, 2026
One-click install
npx skills add https://github.com/ai-analyst-lab/ai-analyst-plus --skill deck-critique
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: deck-critique
Source: https://github.com/ai-analyst-lab/ai-analyst-plus/tree/main/.claude/skills/deck-critique
Command: npx skills add https://github.com/ai-analyst-lab/ai-analyst-plus --skill deck-critique

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill helps teams ensure their presentation decks clearly communicate insights by scoring each slide against the Data Story Checklist (SO-WHAT, STAKES, EVIDENCE, ASK) and surfacing anti-patterns, providing a diagnosis and prioritized fixes.

Core Features & Use Cases

  • Per-slide scoring based on the Data Story Checklist (SO-WHAT, STAKES, EVIDENCE, ASK) for consistent evaluation
  • Automatic anti-pattern detection and a concise summary of issues
  • End-to-end remediation guidance, with actionable recommendations and improved deck coherence

Quick Start

Provide the deck source (Marp file path or Google Slides URL) to generate a slide-by-slide critique.

Frequently Asked Questions about deck-critique

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I critique a presentation deck for data storytelling quality?

To critique a presentation deck for data storytelling, analyze slide titles, evidence, and recommended actions against the Data Story Checklist to generate per-slide scores and an overall diagnosis. This process evaluates storytelling quality by checking SO-WHAT, STAKES, EVIDENCE, and ASK elements.

What are common presentation deck anti-patterns to look for when reviewing slides?

Common presentation deck anti-patterns include missing clear SO-WHAT statements, lacking STAKES, insufficient EVIDENCE, and undefined ASKs. A deck critique surfaces these specific issues through a concise summary, providing a structured diagnosis and actionable recommendations to improve slide clarity and impact.

Can I evaluate Google Slides or Marp Markdown decks for stakeholder communication?

Yes, you can evaluate Google Slides or Marp Markdown (.marp.md) decks for stakeholder communication. The tool analyzes the provided deck source URL or file path to assess storytelling quality, returning per-slide scores and remediation guidance to ensure insights are clearly communicated.

What is the Data Story Checklist and how does it score slides?

The Data Story Checklist is a framework scoring slides on SO-WHAT, STAKES, EVIDENCE, and ASK. It scores slides by evaluating if titles state clear insights, if stakes are defined, if evidence supports claims, and if actions are requested, returning per-slide scores with reasoning for revision.

How do I get actionable recommendations to fix a poorly structured presentation?

To get actionable recommendations to fix a poorly structured presentation, run a deck critique to identify anti-patterns and score slides against the Data Story Checklist. The output provides end-to-end remediation guidance with prioritized fixes to improve overall deck coherence and stakeholder communication.