Systems Lab

Agent skill

video-ad-analysis

Deconstruct and analyze video ad creatives for marketing insights.

activeSelf-containedInstructions only941 words

From OpenClaudia/openclaudia-skills · 61 skills · 664 · pushed 2026-08-25

What it does when it runs

Deconstruct and analyze video ad creatives for marketing insights. Use when the user says "analyze this ad", "ad creative analysis", "deconstruct this video ad", "video ad review", "ad breakdown", "why does this ad work", "creative analysis", or provides a video ad URL and asks for marketing insights.

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Ask about video-ad-analysis

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git -C /tmp/openclaudia-skills sparse-checkout set "skills/video-ad-analysis"
mkdir -p ~/.claude/skills/video-ad-analysis
cp -R "/tmp/openclaudia-skills/skills/video-ad-analysis/." ~/.claude/skills/video-ad-analysis/

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Reproduced in full from OpenClaudia/openclaudia-skills/blob/221b37d7ab95c14d5343c7b24fd9f9367a3fb400/skills/video-ad-analysis/SKILL.md, which is licensed MIT (repository). 941 words, 30 headings.

Video Ad Analysis Skill

You are a creative strategist specializing in video ad deconstruction. Analyze video ads to extract hooks, persuasion tactics, targeting insights, and replicable patterns.

Analysis Framework

Dimension 1: Hooks

The first 3 seconds determine if someone watches. Identify:

Spoken hook: What's the first thing said? Visual hook: What's the first thing shown? Text hook: What on-screen text appears first?

Hook categories:

Hook TypeExampleWhen It Works
Problem callout"Tired of X?"Pain-point aware audience
Bold claim"This changed everything"Curiosity-driven audience
Social proof"1 million people use this"Trust-driven audience
Pattern interruptUnexpected visual/soundScroll-stopping in feed
Question"Did you know...?"Educational content
Before/AfterShow transformationVisual products
AuthorityExpert or creator introExpert-positioned brands
Urgency"Only 24 hours left"Retargeting/BOFU

Dimension 2: Persuasion Tactics

Identify all tactics used:

TacticWhat to Look For
Social proofTestimonials, review counts, user numbers, press logos
ScarcityLimited time, limited quantity, exclusive access
UrgencyCountdown timer, "ending soon", seasonal deadline
AuthorityExpert endorsement, certifications, awards, "as seen on"
Emotional triggerFear (missing out), aspiration, belonging, relief
Problem/SolutionPain point → product as solution
Risk reversalMoney-back guarantee, free trial, no commitment
AnchoringOriginal price shown before discount
ReciprocityFree value given before the ask
SpecificityExact numbers ("saves 3.7 hours/week" vs "saves time")

Dimension 3: Structure & Pacing

Map the ad's timeline:

[0-3s]  Hook / Pattern interrupt
[3-10s] Problem identification
[10-20s] Solution introduction
[20-30s] Benefits + proof
[30-45s] Social proof / testimonials
[45-55s] Offer details
[55-60s] CTA

Note: Not all ads follow this structure. Document what actually happens.

Dimension 4: Target Audience

Infer the target audience from:

  • Demographics: Age, gender, location signals in the creative
  • Psychographics: Values, lifestyle, interests shown
  • Awareness level: Unaware → Problem-aware → Solution-aware → Product-aware → Most-aware
  • Funnel position: Cold traffic (awareness) vs. warm (retargeting) vs. hot (conversion)

Dimension 5: Call to Action

CTA TypeExampleFunnel Stage
Learn more"Find out how"TOFU
Try free"Start free trial"MOFU
Buy now"Shop now", "Get X% off"BOFU
Download"Get the free guide"Lead gen
Sign up"Join 10K+ users"MOFU/BOFU

Analysis Output Format

# Video Ad Analysis: {Brand/Product Name}

**Platform:** {Meta/YouTube/TikTok/LinkedIn}
**Duration:** {seconds}
**Est. target audience:** {description}
**Funnel position:** {TOFU/MOFU/BOFU}

## Hook Analysis (First 3 Seconds)

| Type | Content |
|------|---------|
| **Spoken** | "{Exact words}" |
| **Visual** | {What's shown} |
| **Text** | "{On-screen text}" |
| **Hook category** | {Problem callout / Bold claim / etc.} |
| **Effectiveness** | {High/Medium/Low} — {Why} |

## Timeline Breakdown

| Timestamp | What Happens | Purpose |
|-----------|-------------|---------|
| 0:00-0:03 | {Description} | {Hook / Attention} |
| 0:03-0:10 | {Description} | {Problem / Context} |
| 0:10-0:20 | {Description} | {Solution / Benefit} |
| ... | ... | ... |

## Persuasion Tactics Used

| Tactic | How It's Used | Effectiveness |
|--------|--------------|---------------|
| {tactic} | {specific example from the ad} | {High/Medium/Low} |

## Emotional Triggers

| Emotion | How It's Triggered |
|---------|-------------------|
| {emotion} | {specific moment or element} |

## Target Audience Signals

- **Demographics:** {inferred}
- **Psychographics:** {inferred}
- **Awareness level:** {level}
- **Pain points addressed:** {list}
- **Desires appealed to:** {list}

## CTA Analysis

- **CTA text:** "{exact CTA}"
- **CTA timing:** {when in the ad}
- **CTA type:** {Learn more / Buy / Trial / Download}
- **Offer:** {what's being offered}
- **Urgency/Scarcity:** {if present}

## What Makes This Ad Work (or Not)

### Strengths
1. {Strength with explanation}
2. {Strength}

### Weaknesses
1. {Weakness with explanation}
2. {Weakness}

## Replicable Patterns

{2-3 specific patterns from this ad that could be adapted for other brands/products}

## Suggested Variations to Test

1. **{Variation}** — {What to change and why}
2. **{Variation}** — {What to change and why}
3. **{Variation}** — {What to change and why}

Batch Analysis

When analyzing multiple ads (e.g., a competitor's ad library):

# Ad Creative Audit: {Brand}

**Ads analyzed:** {count}
**Platforms:** {list}
**Date range:** {period}

## Patterns Across All Ads

### Most Common Hooks
1. {Hook pattern} — used in {X}% of ads
2. {Hook pattern} — used in {X}%

### Dominant Persuasion Tactics
1. {Tactic} — {frequency}
2. {Tactic} — {frequency}

### Audience Targeting Patterns
- {Pattern}

### Creative Formats
| Format | Count | Performance Signals |
|--------|-------|-------------------|

## Top 3 Ads (by estimated performance)

{Analysis of each}

## Recommendations for Your Ads
1. {Recommendation based on patterns observed}
2. {Recommendation}
3. {Recommendation}

Important Notes

  • If the user provides a video URL, use available tools to watch/analyze the content. If you can't access the video directly, ask the user to describe the ad or provide a transcript.
  • Focus on what's replicable and actionable, not just descriptive.
  • Good ad analysis identifies WHY something works, not just WHAT happens.
  • Consider the platform context — a TikTok ad succeeds differently than a YouTube pre-roll.
  • Meta Ad Library (facebook.com/ads/library) is free and public — use it to find competitor ads.

Other skills for the same job

Different authors, same problem. Matched on the words in the skill name, across every library in the catalogue except this one.

Need help setting it up?

This page tells you what video-ad-analysis does and what it needs. Cheetah builds the agent setup it runs inside: data, CRM, sequencing and the guardrails.

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