Agent skill
visual-storytelling-design
Use when creating data journalism, presentations, infographics, or visual stories that need to communicate data insights through narrative structure. Invoke when user mentions data storytelling, scrollytelling, presentation design, infographic, annotated chart, data journalism, narrative visualization, or needs to transform data into compelling visual narratives.
Install this agent skill to your Project
npx add-skill https://github.com/lyndonkl/claude/tree/main/skills/visual-storytelling-design
SKILL.md
Visual Storytelling Design
Table of Contents
- Read This First
- Story Design Workflow
- Path Selection Menu
- Path 1: Build Narrative Structure
- Path 2: Master Annotation
- Path 3: Design Scrollytelling
- Path 4: Apply Framing & Metaphors
- Quick Reference
- Guardrails
Read This First
What This Skill Does
This skill helps you transform data into compelling visual narratives — data journalism, presentations, infographics, and interactive stories that communicate insights through narrative structure.
Core principle: People naturally seek stories with cause-effect and chronology. Structuring data as narrative aids comprehension and retention.
Why It Matters
Challenges of data storytelling:
- Raw data is a heap of facts — hard to process
- Visualizations can be misinterpreted without guidance
- Readers skim, don't read thoroughly
- Need emotional engagement AND factual accuracy
How cognitive principles help:
- Narrative structure chunks information meaningfully (Context → Problem → Evidence → Insight)
- Annotations guide attention to key insights (prevent misinterpretation)
- Progressive disclosure reveals complexity gradually (scrollytelling)
- Framing provides context for accurate interpretation
When to Use This Skill
Use this skill when:
- ✓ Creating data-driven articles, reports, or presentations
- ✓ Designing infographics or data visualizations with narrative
- ✓ Building scrollytelling or interactive data experiences
- ✓ Annotating charts to guide interpretation
- ✓ Framing data with honest context and comparisons
Do NOT use for:
- ✗ Learning cognitive principles (use
cognitive-design) - ✗ Implementing D3.js visualizations (use
d3-visualization) - ✗ Evaluating designs (use
design-evaluation-audit) - ✗ Checking for misleading patterns (use
cognitive-fallacies-guard)
Story Design Workflow
Time: 1-2 hours
Copy this checklist and track your progress:
Story Design Progress:
- [ ] Step 1: Define Narrative
- [ ] Step 2: Choose Structure
- [ ] Step 3: Apply Cognitive Techniques
- [ ] Step 4: Review for Clarity & Integrity
Step 1: Define Narrative
Determine the story arc: What's the context? What's the question/problem? What data answers it? What's the insight? Choose an opening strategy: lead with human impact, surprising finding, or visual.
Resource: Narrative Techniques — Narrative Structure section
Step 2: Choose Structure
Select a template and pattern that fits your story type, audience, and medium. Options include step-by-step article, magazine style, annotated chart, interactive exploration, or presentation deck.
Resource: Storytelling Patterns — Templates and Decision Matrix
Step 3: Apply Cognitive Techniques
Add annotations (callouts, arrows, shaded regions, direct labels). Apply framing with baselines, comparisons, and denominator clarity. Use scrollytelling for progressive revelation if web-based. Consider visual metaphors.
Resource: Narrative Techniques — Annotations, Scrollytelling, Framing sections
Step 4: Review for Clarity & Integrity
Verify the story is honest (no cherry-picking, balanced framing), clear (insight obvious in 5 seconds), and complete (sources cited, limitations noted). Use design-evaluation-audit for systematic evaluation and cognitive-fallacies-guard for integrity verification.
Path Selection Menu
Path 1: Build Narrative Structure
Choose this when: Starting a data story and need to define the narrative arc and opening strategy.
→ Go to Narrative Techniques — Sections 1-2
Path 2: Master Annotation
Choose this when: Adding annotations to guide interpretation of existing charts and visualizations.
→ Go to Narrative Techniques — Section 3
Path 3: Design Scrollytelling
Choose this when: Building web-based progressive revelation experiences.
→ Go to Narrative Techniques — Section 4
Path 4: Apply Framing & Metaphors
Choose this when: Providing context, baselines, comparisons, and visual metaphors.
→ Go to Narrative Techniques — Sections 5-6
Quick Reference
5 Storytelling Principles
- Lead with insight, not topic — Title: "Remote workers report 23% higher satisfaction" not "Remote work survey results"
- Annotate the insight — Don't make readers discover it; point it out with callouts
- Provide context — Baselines, historical comparisons, denominators for every percentage
- One change at a time — Scrollytelling: highlight OR annotate, not both simultaneously
- Be honest — Show full data, acknowledge limitations, avoid cherry-picking
Guardrails
This skill does NOT: Implement code, evaluate general usability, teach cognitive theory, or check for misleading patterns.
This skill DOES: Provide narrative structure, annotation techniques, scrollytelling patterns, framing guidance, story templates, and quality checklists for data storytelling.
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