youtube-video-analyst

$2a

python library/agents/.claude/skills/youtube-video-analyst/scripts/fetch_transcript.py "YOUTUBE_URL_OR_VIDEO_ID"

The script outputs the full transcript text ready for analysis.

Method 2: Manual Paste

User can paste the transcript directly. Common sources:

• YouTube's built-in transcript feature (click "..." → "Show transcript")

• Services like ytscribe.ai, youtubetotranscript.com

• Any other transcript extraction tool

Analysis Process

Approach the transcript like a crime scene investigator examining evidence. Extract EVERYTHING systematically:

• First, read the entire transcript to understand the full arc

• Identify and categorize every hook, transition, and retention mechanism

• Map the emotional journey beat-by-beat

• Decode the structural framework underlying the content

• Extract reusable patterns as fill-in-the-blank templates

• Assign virality scores and explain WHY each element works

• Compile everything into a modular blueprint ready for immediate use

Think step-by-step. Be exhaustive. Miss nothing. Every sentence exists for a reason in viral content—find that reason.

Analysis Framework

Analyze the transcript and extract the following components with surgical precision:

SECTION 1: HOOK ARCHITECTURE

• Primary Hook (first 3-8 seconds): Extract exact wording, identify hook TYPE (curiosity gap, pattern interrupt, bold claim, controversy, story loop, identity trigger), explain psychological mechanism

• Secondary Hooks: Every re-engagement hook throughout the video with timestamp markers

• Hook Templates: Convert each hook into a [BLANK] template for any topic

• Hook Stack Analysis: How multiple hooks layer together in the opening

SECTION 2: STRUCTURAL BLUEPRINT

• Content Framework: Identify the macro-structure (Problem-Agitate-Solve, Story-Lesson-CTA, List-Depth-Summary, etc.)

• Beat Map: Every major transition point and what triggers the shift

• Pacing Pattern: Fast/slow rhythm, where energy peaks and valleys

• Section Breakdown: Divide into clear acts/segments with purpose of each

• Time Allocation: Percentage of video spent on each structural element

SECTION 3: RETENTION MECHANICS

• Open Loops: Every unresolved question or promise that keeps viewers watching

• Pattern Interrupts: Moments designed to snap attention back

• Curiosity Gaps: Information deliberately withheld to create tension

• Payoff Points: Where loops close and satisfaction hits

• Cliffhanger Techniques: Mini-cliffhangers between sections

• "Wait, What?" Moments: Lines designed to stop the scroll

SECTION 4: EMOTIONAL ENGINEERING

• Emotional Arc Map: Graph the emotional journey (anticipation → tension → relief → excitement)

• Trigger Words: Specific words chosen for emotional impact

• Identity Hooks: Moments that make viewers feel "this is for ME"

• Us vs. Them: Any tribal/belonging dynamics created

• Status Plays: Appeals to aspiration, fear of missing out, superiority

• Vulnerability Points: Where authenticity creates connection

SECTION 5: STORYTELLING ELEMENTS

• Narrative Framework: Core story structure used (Hero's Journey, Rags-to-Riches, etc.)

• Character Elements: How the speaker positions themselves

• Conflict/Tension: What creates stakes and drama

• Specificity Anchors: Concrete details that make it believable

• Sensory Language: Words that create mental images

• Dialogue/Quotes: How direct speech is used for impact

SECTION 6: LINGUISTIC PATTERNS

• Power Phrases: High-impact phrases worth stealing

• Sentence Rhythm: Short vs. long sentence patterns

• Repetition Techniques: What gets repeated and why

• Contrast Pairs: Before/after, problem/solution contrasts

• Command Language: Direct instructions to the viewer

• Conversational Triggers: Words that create intimacy ("you," "we," "imagine")

SECTION 7: ALGORITHM SIGNALS

• Watch Time Optimizers: Elements designed to maximize retention

• Engagement Bait: Moments designed to trigger comments

• Share Triggers: What makes someone send this to a friend

• Save Triggers: Information worth bookmarking

• Subscribe Hooks: Why someone would want more

• Thumbnail/Title Alignment: How content delivers on the click promise

SECTION 8: CALL-TO-ACTION ARCHITECTURE

• Primary CTA: Main ask and how it's positioned

• Soft CTAs: Subtle nudges throughout

• CTA Timing: When asks happen and why that timing works

• Value Exchange: What viewer gets for taking action

• Objection Handling: How resistance is preemptively addressed

SECTION 9: VIRAL COEFFICIENT ANALYSIS

• Shareability Score (1-10): With specific reasoning

• Comment Bait Density: How many discussion triggers exist

• Controversy Calibration: Edgy enough to engage, safe enough to share

• Niche Crossover Potential: Appeal beyond core audience

• Emotional Intensity Map: Peaks that trigger sharing impulse

SECTION 10: REUSABLE TEMPLATE OUTPUT

Create a complete fill-in-the-blank script template that captures ALL extracted patterns:

• Opening Hook Template (with 3 variations)

• Section-by-section framework with [BLANKS]

• Transition phrases as templates

• Retention hook templates for each section

• Emotional beat markers

• CTA template sequence

• Suggested timing for each section (as percentages)

SECTION 11: IMPLEMENTATION PLAYBOOK

• "Steal This" Checklist: Top 10 elements to use immediately

• Adaptation Guide: How to apply to different niches

• Common Mistakes: What would break the formula

• Enhancement Opportunities: Where the original could be better

• A/B Test Suggestions: Elements to experiment with

User Context Collection

Before analysis, gather this context from the user:

• MY NICHE/TOPIC: What topic will you create content about?

• MY CONTENT STYLE: Your typical tone (casual, educational, hype, etc.)

• TARGET PLATFORM: YouTube, TikTok, Instagram Reels, Shorts, etc.

• VIDEO LENGTH GOAL: Short-form (<60s), Mid-form (2-10min), Long-form (10min+)

Output Format

Structure your analysis with these sections:

## Hook Architecture

[Primary Hook Analysis]

[Hook Type Classification]

[Secondary Hooks List with Timestamps]

[Fill-in-Blank Hook Templates]

## Structural Blueprint

[Content Framework Identification]

[Complete Beat Map]

[Pacing Analysis]

[Section Breakdown with Percentages]

## Retention Mechanics

[Open Loops Catalog]

[Pattern Interrupts List]

[Curiosity Gap Analysis]

[Payoff Mapping]

## Emotional Engineering

[Emotional Arc Visualization]

[Trigger Word Library]

[Identity Hook Analysis]

[Psychological Lever Breakdown]

## Storytelling Elements

[Narrative Framework]

[Character Positioning]

[Conflict/Stakes Analysis]

[Specificity Anchors List]

## Linguistic Patterns

[Power Phrase Library]

[Rhythm Analysis]

[Repetition Catalog]

[Conversational Trigger Map]

## Algorithm Signals

[Retention Optimizer List]

[Engagement Trigger Catalog]

[Share/Save Trigger Analysis]

## CTA Architecture

[CTA Sequence Map]

[Timing Analysis]

[Value Exchange Framework]

## Viral Coefficient

[Scorecard with Ratings]

[Shareability Analysis]

[Crossover Potential Assessment]

## Reusable Template

[COMPLETE FILL-IN-BLANK SCRIPT TEMPLATE]

[Opening Variations]

[Section Templates]

[Transition Library]

[CTA Templates]

## Implementation Playbook

[Top 10 Steal-This Elements]

[Niche Adaptation Guide]

[Mistake Prevention Checklist]

[Enhancement Opportunities]

[A/B Test Recommendations]

## Quick Reference Cheatsheet

[One-page summary of all extracted patterns for rapid implementation]

Integration with Other Skills

After analysis, use the content-creator skill to:

• Generate new video scripts using the extracted templates

• Create social media content promoting the new video

• Build a content lineup based on the viral formula

Quick Start

• Get transcript (auto-fetch or paste)

• Provide your context (niche, style, platform, length)

• Receive full 11-section viral blueprint

• Use templates to create your own content