Imported from majiayu000/claude-skill-registry-data (development/youtube-strategy-alavida-ai-agonda-skills/SKILL.md). Install upstream with npx skills add majiayu000/claude-skill-registry-data --skill youtube-strategy-alavida-ai-agonda-skills. Copyright stays with the author.

YouTube Strategy Skill

Name: YouTube Strategy Version: 1.0 Last Updated: 2025-11-12 Source: Paddy Galloway methodology via NotebookLM (23 query synthesis)

Trigger Conditions

Invoke this skill when:

• User asks about YouTube strategy, optimization, or growth
• User requests thumbnail or title improvement
• User wants to analyze video performance or diagnose underperformance
• User needs channel growth guidance or long-term strategy
• User asks about YouTube algorithm, ranking signals, or discovery mechanics
• User requests help with video structure, hooks, or retention tactics
• User needs packaging (thumbnail + title + hook) alignment guidance
• User needs SEO or discoverability tactics for YouTube
• User requests content type-specific advice (educational, entertainment, documentary, etc.)
• User asks about publishing strategy, cadence, or upload timing

DO NOT invoke if:

• User asks for general video/filmmaking advice (not YouTube-specific)
• User needs technical equipment recommendations
• User asks for video script writing (content creation, not strategy)
• User asks about YouTube monetization/revenue

Overview

YouTube success is not about production quality—it's about pre-production strategy. YouTube is a "click and watch" platform (like Netflix), not social media. Success requires optimizing two distinct actions:

1. The Click - Driven by packaging (title + thumbnail)
2. The Watch - Driven by content quality and retention

Core Insight: Packaging accounts for 40-60% of video success, with non-linear, exponential returns. A 20% title improvement can yield 100x more views.

This skill provides tactical, data-driven guidance for:

• Video packaging optimization (thumbnails, titles, hooks)
• Content structure and retention tactics
• YouTube algorithm mechanics and discovery optimization
• Analytics interpretation and performance diagnosis
• Channel growth strategy (12-month framework)
• Publishing strategy and audience activation
• Audience psychology and viewer motivation

Core Mental Models

The YouTube Algorithm Model

Success Formula: CTR + Retention = Algorithmic Promotion

Ranking Signals (Hierarchy):

1. CTR (Click-Through Rate) - First 24 hours predicts long-term success
2. Retention/AVD - Small improvements (5%) = massive view impact (1M → 3M views)
3. Viewer Satisfaction - Like/dislike ratio, comment sentiment
4. Session Time - Watch duration + follow-on viewing behavior

Traffic Sources:

• Primary: Browse + Suggested videos (70-80% of viewership)
• Secondary: Search (evergreen long-tail benefit)
• Strategy: Optimize for browse/suggested via CCN Fit and packaging, gain search as byproduct

Key Principle: Algorithmic meritocracy—quality content gets promoted when packaging is strong. Weak packaging = weak ceiling, no matter how good the content.

Viewer Decision-Making Psychology

3-Second Glance Test: Thumbnail must be instantly processable in milliseconds at mobile size. Requires clarity, contrast, simplicity.

7-Second Click Confirmation: First 7 seconds of video must confirm the packaging promise. If viewer feels they made the wrong click, they leave.

30-Second Hook Introduction: Introduce a NEW curiosity loop within first 30 seconds to incentivize full watch. Don't just explain first 30 seconds—create next reason to keep watching.

Value Perception: Viewers remember if you waste their time. Deliver on the promise made in packaging, respect viewer's decision to click.

CCN Fit Framework (Core, Casual, New)

Core Viewers: Hardcore fans who consume all your content. Accept niche-specific language, deep expertise dives. Limited growth potential—can't expand audience by only satisfying Core.

Casual Viewers: Dip in and out selectively. Need broader appeal than pure niche. Bridge to sustainable growth.

New Viewers: Potential audience, no prior relationship. Require universal appeal, clear value proposition. Essential for channel growth.

Growth Truth: Growing a channel requires expanding New viewer appeal, not just satisfying Core. Videos with pure Core focus plateau quickly.

Strategic Principles

Principle 1: Pre-production Allocation (30% / 70% Split)

Traditional time allocation: 95% production, 5% packaging. Optimal allocation: 30% ideation/packaging, 70% production.

Within Production:

• First minute receives 20-30% of total editing time
• Hook section is proportionally the most edited

Packaging includes:

• Ideation (100+ ideas/week with strict elimination criteria)
• Title development (write 30-40 variations)
• Thumbnail design (3+ variations)

Principle 2: Promise → Delivery → Payoff Architecture

Packaging (Title + Thumbnail) = Sets Expectation Hook (First 30 sec) = Confirms the promise ("respect the click") Body = Delivers promised value Payoff = Satisfies viewer expectation

Misalignment kills performance:

• High CTR + Low AVD = Packaging over-promises, content under-delivers
• Low CTR + High AVD = Great content, poor packaging

Principle 3: Exponential Returns from Packaging

Small packaging improvements compound non-linearly:

• 20% title improvement = 100x view increase
• Glance test pass = milliseconds matter
• Every detail matters (color, contrast, text, composition)

Idea Elimination Criterion: Can you think of a good title and thumbnail for this idea? If no → scrap it.

Principle 4: Data-Driven Iteration (Sniper Approach)

3-Phase Framework:

1. Establishment (Months 1-4): Volume (2x/week), skill-building, narrow niche focus
2. Improvement (Months 5-8): Quality over quantity (1x/week), 100 ideas/week, 3+ thumbnails per video
3. Optimization (Months 9-12): Sniper approach—replicate top 10% performing formats

Core Process:

• Study your best performers (outlier analysis)
• Identify successful patterns
• Create variations on winning formats
• A/B test improvements
• Iterate based on data

Principle 5: 80% Overlap Rule (Bingeability)

Videos with 80%+ audience overlap create bingeability:

• Suggested traffic increases when viewers can watch multiple videos
• Session time improves
• Content coherence matters

Strategy: Maintain 80%+ audience overlap across your channel while allowing 10-20% experimentation slots.

Workflow Orchestration

Path 1: Creating a New Video from Scratch

1. Start: references/video-structure.md - Understand Hook-Body-Payoff framework
2. Load: references/packaging-synergy.md - Align thumbnail + title + hook
3. Load type-specific: references/content-structure-by-type.md - Educational? Entertainment? Documentary?
4. Optimize discovery: references/youtube-seo-tactics.md OR references/discovery-optimization.md - TAM research, keyword strategy, suggested video optimization
5. Finalize packaging: references/thumbnail-tactics.md + references/title-tactics.md - Implementation details

Path 2: Diagnosing Underperforming Video

1. Start: references/analytics-framework.md - Identify the issue (CTR? AVD? Both?)
2. If Low CTR: references/thumbnail-tactics.md + references/title-tactics.md - Packaging is the issue
3. If Low AVD: references/hook-tactics.md + references/retention-tactics.md - Content/structure is the issue
4. If Both Low: references/video-structure.md + references/packaging-synergy.md - Fundamental misalignment
5. Iterate: references/testing-iteration.md - A/B test improvements

Path 3: Growing a Channel

1. Start: references/audience-growth.md - Niche validation (triple Venn), CCN Fit, TAM
2. Understand: references/audience-psychology.md - What drives your audience? What makes them subscribe?
3. Plan: references/channel-strategy.md - 12-month growth framework, content buckets, 80% overlap strategy
4. Publish: references/publishing-strategy.md - Phase-based cadence evolution
5. Iterate: references/testing-iteration.md + references/analytics-framework.md - Data-driven improvement

Path 4: Understanding YouTube Platform

1. Start: references/algorithm-mechanics.md - How YouTube's algorithm works
2. Then: references/platform-dynamics.md - Platform incentives, success patterns
3. Then: references/audience-psychology.md - Viewer behavior and motivation
4. Load tactical domains as needed for specific optimization questions

Path 5: Optimizing Packaging (Most Common)

1. Start: references/packaging-synergy.md - Thumbnail + title + hook alignment
2. Thumbnail deep dive: references/thumbnail-strategy.md → references/thumbnail-tactics.md
3. Title deep dive: references/title-strategy.md → references/title-tactics.md
4. Hook connection: references/hook-tactics.md - First 7 seconds execution
5. Test: references/testing-iteration.md - A/B testing methodology

Reference Index

Foundational Understanding (Start Here for Platform Knowledge)

• algorithm-mechanics.md - How YouTube's ranking algorithm works, traffic sources, channel stage treatment
• platform-dynamics.md - Platform incentives, success patterns, digital assets concept
• audience-psychology.md - Viewer psychology, motivation, decision-making (3-sec / 7-sec / 30-sec framework)
• audience-growth.md - Niche validation (triple Venn), differentiation, growth stage playbooks

Packaging Optimization (Thumbnail, Title, Hook Alignment)

• thumbnail-strategy.md - Core thumbnail principles (Three Focus Area Rule, Glance Test, psychological triggers)
• thumbnail-tactics.md - Implementation details (color psychology, composition, A/B testing)
• title-strategy.md - Core title principles (human-first philosophy, curiosity gaps, 30-40 iteration standard)
• title-tactics.md - Implementation details (power words, formula library, character optimization)
• packaging-synergy.md - Integration of thumbnail + title + hook (promise-delivery alignment)

Video Structure & Content Creation

• video-structure.md - Hook-Body-Payoff architecture, first minute importance, retention killers
• content-structure-by-type.md - Type-specific frameworks (educational, entertainment, documentary, listicles, long-form, interviews)
• hook-tactics.md - Hook construction, first 7 seconds execution, curiosity creation
• retention-tactics.md - Mid-roll engagement, pacing strategies, pattern interrupts, payoff loops

Discovery & SEO Optimization

• youtube-seo-tactics.md - TAM research, keyword strategy, title/description/tag optimization
• discovery-optimization.md - Suggested video optimization, browse feature strategy, 80% overlap rule, session time

Analytics & Iteration

• analytics-framework.md - Metrics hierarchy, performance diagnosis matrix, TAM benchmarking
• testing-iteration.md - Three-phase framework, A/B/C testing protocols, failure determination

Channel Management

• publishing-strategy.md - Phase-based cadence, upload timing, audience activation tactics
• channel-strategy.md - 12-month growth framework, content buckets, sniper approach, 80% overlap

Meta-Learning & Examples

• case-studies.md - Real-world success examples (Red Bull F1, Astrophotography, UN Sahara, etc.), tactical takeaways
• common-mistakes.md - Failure patterns (packaging mistakes, retention killers, SEO mistakes, mindset errors), prevention strategies

Quick Decision Trees

"My video isn't performing. What do I fix?"

Step 1: Check analytics

• Low CTR? → Packaging issue → thumbnail-tactics.md + title-tactics.md
• Low AVD (retention)? → Content/structure issue → hook-tactics.md + retention-tactics.md
• Both low? → Fundamental misalignment → video-structure.md + packaging-synergy.md

Step 2: Apply fixes from appropriate reference documents

Step 3: Test improvements using testing-iteration.md

"I'm starting a YouTube channel. Where do I begin?"

1. Validate your niche using audience-growth.md (triple Venn framework)
2. Understand your audience with audience-psychology.md
3. Create your first video following video-structure.md + content-structure-by-type.md
4. Optimize packaging with packaging-synergy.md
5. Follow publishing strategy in publishing-strategy.md (Establishment phase = 2x/week)
6. Iterate based on analytics-framework.md

"How do I scale from 10K to 100K subscribers?"

1. Review your growth stage in channel-strategy.md (you're in Improvement phase)
2. Identify your top 10% performing videos (outlier analysis)
3. Replicate winning formats (sniper approach in testing-iteration.md)
4. Ensure 80% audience overlap for bingeability (discovery-optimization.md)
5. Maintain phase-based cadence (1x/week in Improvement phase) per publishing-strategy.md
6. Optimize packaging for New viewer appeal (packaging-synergy.md + CCN Fit)

Assets Available

Checklists: Quick reference before publishing

• assets/packaging-checklist.md - Thumbnail, title, hook verification
• assets/elimination-criteria.md - Idea validation framework
• assets/video-creation-checklist.md - Full video quality assurance

Templates: Worksheets for analysis and planning

• assets/thumbnail-evaluation.md - Thumbnail design and testing
• assets/title-variation-worksheet.md - Generate and score 40 title variations
• assets/retention-curve-analysis.md - Analyze drop-off points

Frameworks: Tools for decision-making

• assets/ccn-fit-assessment.md - Evaluate Core/Casual/New viewer appeal
• assets/tam-calculator.md - TAM research workflow

Decision Trees: Navigation guides

• assets/content-type-selector.md - Which content type reference to use
• assets/workflow-selector.md - Which workflow path to follow

Core Principles Summary

1. Pre-production matters more than production (30% / 70% allocation)
2. Packaging drives 40-60% of success (exponential returns)
3. Click + Watch are separate problems (packaging vs content quality)
4. Small improvements compound (20% better = 100x views)
5. Data-driven iteration beats guessing (study outliers, replicate, test)
6. CCN Fit determines growth potential (Core, Casual, New balance)
7. First impression is everything (3-sec glance, 7-sec click, 30-sec hook)
8. Quality over quantity post-establishment (2x/week → 1x/week → strategic)
9. 80% overlap creates bingeability (session time, suggested traffic)
10. Respect viewer's time (deliver on promise, avoid retention killers)

Next Steps

1. Identify your situation - Creating new video? Optimizing existing? Growing channel?
2. Follow the appropriate workflow path - See "Workflow Orchestration" section above
3. Load the relevant reference documents - Progressive disclosure as you need depth
4. Use assets - Checklists, templates, frameworks to streamline implementation
5. Measure and iterate - Use analytics and A/B testing to improve

Remember: YouTube success is systematic. Follow the frameworks, measure results, iterate based on data.

This skill synthesizes Paddy Galloway's YouTube strategy methodology through systematic knowledge extraction. All guidance is data-driven and pattern-tested across multiple niches.