Video Analyzer
This skill provides deep analysis of video content, breaking down visual style, editing patterns, pacing, shot composition, and production techniques. Use it to understand what makes videos effective or to replicate a specific style.
When to Use This Skill
- Understanding competitor video strategies
- Analyzing reference videos for style matching
- Learning from successful video examples
- Extracting style guidelines from existing content
- Preparing to replicate a video aesthetic
- Studying editing patterns and pacing
- Benchmarking video performance elements
What This Skill Does
- Visual Analysis: Breaks down shot types, composition, color grading
- Pacing Analysis: Measures cut frequency, segment duration, rhythm
- Content Structure: Identifies narrative structure and information flow
- Editing Style: Documents transition types, effects, motion graphics
- Audio Analysis: Notes music style, sound design, voiceover approach
- Engagement Elements: Identifies hooks, pattern interrupts, retention tactics
- Technical Specs: Extracts resolution, aspect ratio, frame rate
How to Use
Analyze Video URL
Analyze this video: [URL]
Study the style of this video and create a style guide: [URL]
Specific Analysis
Analyze the pacing and editing style of: [URL]
What makes this video engaging? [URL]
Comparative Analysis
Compare the style of these two videos: [URL1] [URL2]
Instructions
When user requests video analysis:
Get Video Access
I'll analyze the video. Please provide:
- **Video URL**: [YouTube, Vimeo, or accessible URL]
- **Analysis Focus**: What aspects are you most interested in?
[ ] Overall style for replication
[ ] Pacing and editing patterns
[ ] Visual composition and aesthetics
[ ] Content structure and messaging
[ ] Engagement techniques
[ ] All of the above
- **Purpose**: What will you use this analysis for?
[ ] Creating similar style video
[ ] Learning from successful example
[ ] Competitive analysis
[ ] Style guide creation
[ ] Other: ___________
Technical Specifications
Extract and document:
## Technical Specifications
**Video Details**:
- Platform: [YouTube/Vimeo/etc.]
- Duration: [X:XX]
- Resolution: [1080p/4K/etc.]
- Aspect Ratio: [16:9/9:16/1:1]
- Frame Rate: [24/30/60 fps]
- Upload Date: [Date]
**Channel/Creator**:
- Channel: [Name]
- Subscribers/Followers: [Count]
- Views: [Count]
- Engagement Rate: [If available]
Content Structure Analysis
## Content Structure
**Overall Type**: [Explainer/Tutorial/Review/Vlog/Marketing/etc.]
**Narrative Structure**:
### Opening (0:00-0:XX)
- **Hook Type**: [Question/Stat/Story/Bold Statement/Visual]
- **Hook Content**: "[Actual hook]"
- **Effectiveness**: [What makes it work]
### Introduction (0:XX-0:XX)
- What's covered
- Value proposition stated
- Presenter introduction style
### Main Content Breakdown
**Section 1** (0:XX-X:XX): [Topic]
- Duration: [XX seconds]
- Key points covered: [List]
- Transition method: [How it moves to next section]
**Section 2** (X:XX-X:XX): [Topic]
- Duration: [XX seconds]
- Key points covered: [List]
- Transition method: [Description]
[Continue for all sections...]
### Conclusion (X:XX-X:XX)
- Recap method: [How summary is presented]
- Key takeaways emphasized: [List]
### Call-to-Action (X:XX-X:XX)
- Primary CTA: [What action]
- CTA style: [Soft/Hard/Urgent/Casual]
- Visual CTA elements: [Graphics, overlays, end screen]
Visual Style Analysis
## Visual Style & Composition
**Overall Aesthetic**: [Modern/Corporate/Minimal/Bold/Vibrant/etc.]
**Color Grading**:
- Color temperature: [Warm/Cool/Neutral]
- Saturation level: [Low/Medium/High]
- Contrast: [Low/Medium/High]
- Dominant colors: [List primary colors]
- Color mood: [Description of emotional impact]
**Shot Types & Frequency**:
| Shot Type | Frequency | Purpose |
|-----------|-----------|---------|
| Close-up (CU) | [%] | [When used] |
| Medium close-up (MCU) | [%] | [When used] |
| Medium shot (MS) | [%] | [When used] |
| Wide shot (WS) | [%] | [When used] |
| B-roll inserts | [%] | [When used] |
| Screen recordings | [%] | [When used] |
| Graphics/animations | [%] | [When used] |
**Camera Work**:
- Movement: [Static/Slow pan/Dynamic/Handheld]
- Angles: [Eye-level/High/Low/Dutch]
- Depth of field: [Shallow/Deep]
- Focus techniques: [Rack focus/Always sharp]
**Composition Rules Used**:
- [ ] Rule of thirds
- [ ] Center framing
- [ ] Leading lines
- [ ] Symmetry
- [ ] Negative space
- [ ] Frame within frame
**Lighting**:
- Style: [Natural/Studio/Dramatic/Flat]
- Key light position: [Description]
- Overall mood: [Bright/Dark/Balanced]
Editing & Pacing Analysis
## Editing Style & Pacing
**Overall Pace**: [Slow/Medium/Fast/Varies]
**Cut Frequency**:
- Average shot duration: [X seconds]
- Cuts per minute: [X]
- Pacing pattern: [Consistent/Accelerates/Varies by section]
**Editing Timeline**:
| Time | Shot/Segment | Duration | Visual Elements |
|------|-------------|----------|-----------------|
| 0:00 | Opening hook | 5s | [Description] |
| 0:05 | Intro card | 3s | [Animated logo] |
| 0:08 | Presenter MCU | 12s | [Talking head] |
| 0:20 | B-roll #1 | 4s | [Product shot] |
| 0:24 | Presenter MS | 15s | [Continues talking] |
| ... | ... | ... | ... |
**Transition Types**:
- Cut (hard cut): [%]
- Cross dissolve: [%]
- Wipe/Swipe: [%]
- Zoom transition: [%]
- Other effects: [List]
**Pattern Interrupts**: [List moments that break pattern to maintain attention]
- [Timestamp]: [What happens]
- [Timestamp]: [What happens]
**Visual Effects**:
- Motion graphics: [Frequency and style]
- Text animations: [Style description]
- Color flashes: [Yes/No, when used]
- Speed ramps: [When used]
- Other effects: [List]
Text & Graphics Analysis
## On-Screen Text & Graphics
**Text Overlay Strategy**:
- Frequency: [Constant/Frequent/Occasional/Rare]
- Placement: [Lower third/Center/Varies]
- Purpose: [Emphasize/Translate/Add info/Branding]
**Typography**:
- Primary font: [Font name or style description]
- Font style: [Bold/Regular/Modern/Playful]
- Text size: [Large/Medium/Small relative to frame]
- Colors used: [Colors]
- Animation style: [Pop in/Fade/Slide/Typewriter/etc.]
**Graphic Elements**:
- Lower thirds: [Yes/No, style description]
- Animated icons: [Yes/No, frequency]
- Data visualization: [Charts, graphs, infographics used]
- Progress indicators: [Yes/No]
- Callout boxes: [Yes/No, style]
- Arrows/highlights: [Yes/No, when used]
**Branding Elements**:
- Logo placement: [Position, size, duration]
- Brand colors: [Where used]
- Watermarks: [Yes/No]
- Consistent visual identity: [Description]
Audio Analysis
## Audio Design
**Voice/Narration**:
- Type: [Presenter on camera/Voiceover/Both]
- Voice style: [Professional/Casual/Energetic/Calm]
- Speaking pace: [Slow/Medium/Fast] - [~XXX words/minute]
- Tone: [Friendly/Authoritative/Educational/Entertaining]
- Audio quality: [Studio/Clean/Natural/Echo-y]
**Background Music**:
- Present: [Yes/No]
- Style: [Upbeat/Corporate/Emotional/Ambient/etc.]
- Volume level: [Quiet/Balanced/Prominent]
- Changes: [Does music change with sections?]
- Mood contribution: [How music affects feeling]
**Sound Effects**:
- Frequency: [Never/Rare/Occasional/Frequent]
- Types used: [Swoosh, pop, ding, etc.]
- Purpose: [Emphasize, transition, engagement]
**Audio Transitions**:
- Music fades: [Yes/No, where]
- Sound bridges: [Description]
- Silence used strategically: [Yes/No, where]
Engagement Techniques
## Engagement & Retention Tactics
**Hook Effectiveness**:
- First 3 seconds: [What happens]
- Attention grab method: [Description]
- Promise/value stated: [What viewer will get]
**Retention Elements**:
| Technique | Timestamp | Description |
|-----------|-----------|-------------|
| Pattern interrupt | 0:45 | [What changes] |
| Curiosity gap | 1:20 | ["Coming up..." tease] |
| Visual variety | Throughout | [B-roll every Xs] |
| Energy shift | 2:10 | [Pace increases] |
| Question to viewer | 1:05 | [Direct engagement] |
**Psychological Triggers**:
- [ ] Curiosity
- [ ] FOMO (fear of missing out)
- [ ] Social proof
- [ ] Authority
- [ ] Scarcity
- [ ] Reciprocity
- [ ] Story/narrative
**Viewer Involvement**:
- Direct address ("you"): [Frequency]
- Questions posed: [Count and examples]
- Interactive elements: [Polls, comments requested, etc.]
- Call-backs to earlier points: [Yes/No]
Strengths & Opportunities
## What Works Well
**Strengths**:
1. [Strength 1]: [Why it works]
2. [Strength 2]: [Why it works]
3. [Strength 3]: [Why it works]
**Unique Elements**:
- [What makes this video stand out]
**Professional Quality Indicators**:
- [List production quality markers]
## Areas for Improvement
**Potential Enhancements**:
1. [Opportunity 1]: [Suggestion]
2. [Opportunity 2]: [Suggestion]
**Industry Benchmarks**:
- [How this compares to top performers]
Replication Guide
If purpose is style replication:
## Style Replication Guide
To create a video in this style:
**Pre-Production**:
- [ ] Script pace: [XXX words for X:XX duration]
- [ ] Plan [X] main sections
- [ ] Prepare [list types] of B-roll
**Shooting**:
- [ ] Camera angles: [Specific shots needed]
- [ ] Lighting setup: [Description]
- [ ] Background: [Style description]
- [ ] Shot list: [Itemized list]
**Post-Production**:
- [ ] Cut every [X] seconds average
- [ ] Use [transition types] transitions
- [ ] Add text overlays at: [when]
- [ ] Color grade: [Settings/LUT suggestion]
- [ ] Music: [Style description]
- [ ] Sound effects: [When and type]
**Key Style Elements to Match**:
1. [Element 1]: [How to achieve]
2. [Element 2]: [How to achieve]
3. [Element 3]: [How to achieve]
Save Analysis
Save to ./output/reports/video-analysis-[video-title-slug]-[date].md
Provide Summary
✅ Video analysis complete!
**Saved to**: `./output/reports/video-analysis-[filename].md`
**Key Findings**:
- Style: [Style description]
- Pace: [X cuts/min, X words/min]
- Strengths: [Top 2-3]
- Unique elements: [Notable features]
**Recommended Actions**:
1. [Action based on analysis purpose]
2. [Action based on analysis purpose]
**Next Steps**:
- Extract keyframes: `Extract keyframes from this video`
- Create style guide: `Create production guide from this analysis`
- Replicate style: `Plan a video in this style for [topic]`
What would you like to do with this analysis?
Output Format
Analysis should be:
- Comprehensive: Cover all major aspects
- Specific: Include timestamps and concrete details
- Actionable: Provide insights that can be applied
- Visual: Include frame grabs or descriptions of key moments
- Organized: Easy to scan and reference
Tips
- Watch multiple times: Once for content, once for technical, once for engagement
- Take timestamps: Note exact moments for key observations
- Compare to benchmarks: How does it stack against industry leaders?
- Consider context: Platform, audience, and goals affect style choices
- Look for patterns: What's consistent vs. what varies?
Related Skills
- Use
keyframe-extractor to get visual samples from analyzed video
- Use
script-planner to plan a video in similar style
- Use
prompt-generator to recreate visual aesthetic
- Save analysis for future reference when creating similar content
1---2name: video-analyzer3description: Analyzes existing videos to understand shot composition, pacing, editing style, visual language, and cinematic techniques for reference or replication.4---56# Video Analyzer78This skill provides deep analysis of video content, breaking down visual style, editing patterns, pacing, shot composition, and production techniques. Use it to understand what makes videos effective or to replicate a specific style.910## When to Use This Skill1112- Understanding competitor video strategies13- Analyzing reference videos for style matching14- Learning from successful video examples15- Extracting style guidelines from existing content16- Preparing to replicate a video aesthetic17- Studying editing patterns and pacing18- Benchmarking video performance elements1920## What This Skill Does21221. **Visual Analysis**: Breaks down shot types, composition, color grading232. **Pacing Analysis**: Measures cut frequency, segment duration, rhythm243. **Content Structure**: Identifies narrative structure and information flow254. **Editing Style**: Documents transition types, effects, motion graphics265. **Audio Analysis**: Notes music style, sound design, voiceover approach276. **Engagement Elements**: Identifies hooks, pattern interrupts, retention tactics287. **Technical Specs**: Extracts resolution, aspect ratio, frame rate2930## How to Use3132### Analyze Video URL3334```35Analyze this video: [URL]36```3738```39Study the style of this video and create a style guide: [URL]40```4142### Specific Analysis4344```45Analyze the pacing and editing style of: [URL]46```4748```49What makes this video engaging? [URL]50```5152### Comparative Analysis5354```55Compare the style of these two videos: [URL1] [URL2]56```5758## Instructions5960When user requests video analysis:61621. **Get Video Access**6364 ```markdown65 I'll analyze the video. Please provide:66 67 - **Video URL**: [YouTube, Vimeo, or accessible URL]68 - **Analysis Focus**: What aspects are you most interested in?69 [ ] Overall style for replication70 [ ] Pacing and editing patterns71 [ ] Visual composition and aesthetics72 [ ] Content structure and messaging73 [ ] Engagement techniques74 [ ] All of the above75 76 - **Purpose**: What will you use this analysis for?77 [ ] Creating similar style video78 [ ] Learning from successful example79 [ ] Competitive analysis80 [ ] Style guide creation81 [ ] Other: ___________82 ```83842. **Technical Specifications**8586 Extract and document:8788 ```markdown89 ## Technical Specifications90 91 **Video Details**:92 - Platform: [YouTube/Vimeo/etc.]93 - Duration: [X:XX]94 - Resolution: [1080p/4K/etc.]95 - Aspect Ratio: [16:9/9:16/1:1]96 - Frame Rate: [24/30/60 fps]97 - Upload Date: [Date]98 99 **Channel/Creator**:100 - Channel: [Name]101 - Subscribers/Followers: [Count]102 - Views: [Count]103 - Engagement Rate: [If available]104 ```1051063. **Content Structure Analysis**107108 ```markdown109 ## Content Structure110 111 **Overall Type**: [Explainer/Tutorial/Review/Vlog/Marketing/etc.]112 113 **Narrative Structure**:114 115 ### Opening (0:00-0:XX)116 - **Hook Type**: [Question/Stat/Story/Bold Statement/Visual]117 - **Hook Content**: "[Actual hook]"118 - **Effectiveness**: [What makes it work]119 120 ### Introduction (0:XX-0:XX)121 - What's covered122 - Value proposition stated123 - Presenter introduction style124 125 ### Main Content Breakdown126 127 **Section 1** (0:XX-X:XX): [Topic]128 - Duration: [XX seconds]129 - Key points covered: [List]130 - Transition method: [How it moves to next section]131 132 **Section 2** (X:XX-X:XX): [Topic]133 - Duration: [XX seconds]134 - Key points covered: [List]135 - Transition method: [Description]136 137 [Continue for all sections...]138 139 ### Conclusion (X:XX-X:XX)140 - Recap method: [How summary is presented]141 - Key takeaways emphasized: [List]142 143 ### Call-to-Action (X:XX-X:XX)144 - Primary CTA: [What action]145 - CTA style: [Soft/Hard/Urgent/Casual]146 - Visual CTA elements: [Graphics, overlays, end screen]147 ```1481494. **Visual Style Analysis**150151 ```markdown152 ## Visual Style & Composition153 154 **Overall Aesthetic**: [Modern/Corporate/Minimal/Bold/Vibrant/etc.]155 156 **Color Grading**:157 - Color temperature: [Warm/Cool/Neutral]158 - Saturation level: [Low/Medium/High]159 - Contrast: [Low/Medium/High]160 - Dominant colors: [List primary colors]161 - Color mood: [Description of emotional impact]162 163 **Shot Types & Frequency**:164 | Shot Type | Frequency | Purpose |165 |-----------|-----------|---------|166 | Close-up (CU) | [%] | [When used] |167 | Medium close-up (MCU) | [%] | [When used] |168 | Medium shot (MS) | [%] | [When used] |169 | Wide shot (WS) | [%] | [When used] |170 | B-roll inserts | [%] | [When used] |171 | Screen recordings | [%] | [When used] |172 | Graphics/animations | [%] | [When used] |173 174 **Camera Work**:175 - Movement: [Static/Slow pan/Dynamic/Handheld]176 - Angles: [Eye-level/High/Low/Dutch]177 - Depth of field: [Shallow/Deep]178 - Focus techniques: [Rack focus/Always sharp]179 180 **Composition Rules Used**:181 - [ ] Rule of thirds182 - [ ] Center framing183 - [ ] Leading lines184 - [ ] Symmetry185 - [ ] Negative space186 - [ ] Frame within frame187 188 **Lighting**:189 - Style: [Natural/Studio/Dramatic/Flat]190 - Key light position: [Description]191 - Overall mood: [Bright/Dark/Balanced]192 ```1931945. **Editing & Pacing Analysis**195196 ```markdown197 ## Editing Style & Pacing198 199 **Overall Pace**: [Slow/Medium/Fast/Varies]200 201 **Cut Frequency**:202 - Average shot duration: [X seconds]203 - Cuts per minute: [X]204 - Pacing pattern: [Consistent/Accelerates/Varies by section]205 206 **Editing Timeline**:207 208 | Time | Shot/Segment | Duration | Visual Elements |209 |------|-------------|----------|-----------------|210 | 0:00 | Opening hook | 5s | [Description] |211 | 0:05 | Intro card | 3s | [Animated logo] |212 | 0:08 | Presenter MCU | 12s | [Talking head] |213 | 0:20 | B-roll #1 | 4s | [Product shot] |214 | 0:24 | Presenter MS | 15s | [Continues talking] |215 | ... | ... | ... | ... |216 217 **Transition Types**:218 - Cut (hard cut): [%]219 - Cross dissolve: [%]220 - Wipe/Swipe: [%]221 - Zoom transition: [%]222 - Other effects: [List]223 224 **Pattern Interrupts**: [List moments that break pattern to maintain attention]225 - [Timestamp]: [What happens]226 - [Timestamp]: [What happens]227 228 **Visual Effects**:229 - Motion graphics: [Frequency and style]230 - Text animations: [Style description]231 - Color flashes: [Yes/No, when used]232 - Speed ramps: [When used]233 - Other effects: [List]234 ```2352366. **Text & Graphics Analysis**237238 ```markdown239 ## On-Screen Text & Graphics240 241 **Text Overlay Strategy**:242 - Frequency: [Constant/Frequent/Occasional/Rare]243 - Placement: [Lower third/Center/Varies]244 - Purpose: [Emphasize/Translate/Add info/Branding]245 246 **Typography**:247 - Primary font: [Font name or style description]248 - Font style: [Bold/Regular/Modern/Playful]249 - Text size: [Large/Medium/Small relative to frame]250 - Colors used: [Colors]251 - Animation style: [Pop in/Fade/Slide/Typewriter/etc.]252 253 **Graphic Elements**:254 - Lower thirds: [Yes/No, style description]255 - Animated icons: [Yes/No, frequency]256 - Data visualization: [Charts, graphs, infographics used]257 - Progress indicators: [Yes/No]258 - Callout boxes: [Yes/No, style]259 - Arrows/highlights: [Yes/No, when used]260 261 **Branding Elements**:262 - Logo placement: [Position, size, duration]263 - Brand colors: [Where used]264 - Watermarks: [Yes/No]265 - Consistent visual identity: [Description]266 ```2672687. **Audio Analysis**269270 ```markdown271 ## Audio Design272 273 **Voice/Narration**:274 - Type: [Presenter on camera/Voiceover/Both]275 - Voice style: [Professional/Casual/Energetic/Calm]276 - Speaking pace: [Slow/Medium/Fast] - [~XXX words/minute]277 - Tone: [Friendly/Authoritative/Educational/Entertaining]278 - Audio quality: [Studio/Clean/Natural/Echo-y]279 280 **Background Music**:281 - Present: [Yes/No]282 - Style: [Upbeat/Corporate/Emotional/Ambient/etc.]283 - Volume level: [Quiet/Balanced/Prominent]284 - Changes: [Does music change with sections?]285 - Mood contribution: [How music affects feeling]286 287 **Sound Effects**:288 - Frequency: [Never/Rare/Occasional/Frequent]289 - Types used: [Swoosh, pop, ding, etc.]290 - Purpose: [Emphasize, transition, engagement]291 292 **Audio Transitions**:293 - Music fades: [Yes/No, where]294 - Sound bridges: [Description]295 - Silence used strategically: [Yes/No, where]296 ```2972988. **Engagement Techniques**299300 ```markdown301 ## Engagement & Retention Tactics302 303 **Hook Effectiveness**:304 - First 3 seconds: [What happens]305 - Attention grab method: [Description]306 - Promise/value stated: [What viewer will get]307 308 **Retention Elements**:309 310 | Technique | Timestamp | Description |311 |-----------|-----------|-------------|312 | Pattern interrupt | 0:45 | [What changes] |313 | Curiosity gap | 1:20 | ["Coming up..." tease] |314 | Visual variety | Throughout | [B-roll every Xs] |315 | Energy shift | 2:10 | [Pace increases] |316 | Question to viewer | 1:05 | [Direct engagement] |317 318 **Psychological Triggers**:319 - [ ] Curiosity320 - [ ] FOMO (fear of missing out)321 - [ ] Social proof322 - [ ] Authority323 - [ ] Scarcity324 - [ ] Reciprocity325 - [ ] Story/narrative326 327 **Viewer Involvement**:328 - Direct address ("you"): [Frequency]329 - Questions posed: [Count and examples]330 - Interactive elements: [Polls, comments requested, etc.]331 - Call-backs to earlier points: [Yes/No]332 ```3333349. **Strengths & Opportunities**335336 ```markdown337 ## What Works Well338 339 **Strengths**:340 1. [Strength 1]: [Why it works]341 2. [Strength 2]: [Why it works]342 3. [Strength 3]: [Why it works]343 344 **Unique Elements**:345 - [What makes this video stand out]346 347 **Professional Quality Indicators**:348 - [List production quality markers]349 350 ## Areas for Improvement351 352 **Potential Enhancements**:353 1. [Opportunity 1]: [Suggestion]354 2. [Opportunity 2]: [Suggestion]355 356 **Industry Benchmarks**:357 - [How this compares to top performers]358 ```35936010. **Replication Guide**361362 If purpose is style replication:363364 ```markdown365 ## Style Replication Guide366 367 To create a video in this style:368 369 **Pre-Production**:370 - [ ] Script pace: [XXX words for X:XX duration]371 - [ ] Plan [X] main sections372 - [ ] Prepare [list types] of B-roll373 374 **Shooting**:375 - [ ] Camera angles: [Specific shots needed]376 - [ ] Lighting setup: [Description]377 - [ ] Background: [Style description]378 - [ ] Shot list: [Itemized list]379 380 **Post-Production**:381 - [ ] Cut every [X] seconds average382 - [ ] Use [transition types] transitions383 - [ ] Add text overlays at: [when]384 - [ ] Color grade: [Settings/LUT suggestion]385 - [ ] Music: [Style description]386 - [ ] Sound effects: [When and type]387 388 **Key Style Elements to Match**:389 1. [Element 1]: [How to achieve]390 2. [Element 2]: [How to achieve]391 3. [Element 3]: [How to achieve]392 ```39339411. **Save Analysis**395396 Save to `./output/reports/video-analysis-[video-title-slug]-[date].md`39739812. **Provide Summary**399400 ```markdown401 ✅ Video analysis complete!402 403 **Saved to**: `./output/reports/video-analysis-[filename].md`404 405 **Key Findings**:406 - Style: [Style description]407 - Pace: [X cuts/min, X words/min]408 - Strengths: [Top 2-3]409 - Unique elements: [Notable features]410 411 **Recommended Actions**:412 1. [Action based on analysis purpose]413 2. [Action based on analysis purpose]414 415 **Next Steps**:416 - Extract keyframes: `Extract keyframes from this video`417 - Create style guide: `Create production guide from this analysis`418 - Replicate style: `Plan a video in this style for [topic]`419 420 What would you like to do with this analysis?421 ```422423## Output Format424425Analysis should be:426- **Comprehensive**: Cover all major aspects427- **Specific**: Include timestamps and concrete details428- **Actionable**: Provide insights that can be applied429- **Visual**: Include frame grabs or descriptions of key moments430- **Organized**: Easy to scan and reference431432## Tips433434- **Watch multiple times**: Once for content, once for technical, once for engagement435- **Take timestamps**: Note exact moments for key observations436- **Compare to benchmarks**: How does it stack against industry leaders?437- **Consider context**: Platform, audience, and goals affect style choices438- **Look for patterns**: What's consistent vs. what varies?439440## Related Skills441442- Use `keyframe-extractor` to get visual samples from analyzed video443- Use `script-planner` to plan a video in similar style444- Use `prompt-generator` to recreate visual aesthetic445- Save analysis for future reference when creating similar content