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frankxaifrankxai/agentic-creator-os/.claude/skills/hook/SKILL.md

hook

Skill10 starsChanged 8 months agoApache-2.0View on GitHub

Generate high-retention content hooks using tri-modal engineering (Visual + Audio + Text) across 10 dimensions — from research-backed wisdom to frontier science to comedic timing. State-of-art 2026 hook psychology for creators who respect their audience's intelligence. Use when creating video intros, social content, article hooks, or any attention capture.

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4 rules. About 0 are common, 4 are distinctive, and 0 are very specific to this project.

  • ≈0

    Common · estimate

    Many files like this have a rule of this kind.

  • ≈4

    Distinctive · estimate

    This author's own choices. Worth a look.

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  • Common
  • Distinctive
  • Very specific
  1. Distinctive:

    Every hook synchronizes three attention channels:

    line 29
  2. Distinctive:

    2026 Enhancement: Add cognitive load balancing — ensure one channel leads while others support, never three competing elements.

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  3. Distinctive:

    Use comedic timing, absurdity, or wit to create memorable hooks.

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  4. Distinctive:

    When generating hooks, produce concepts using this structure:

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≈ “Common” is an estimate: at least 1 in 5 of the 350,495 skill files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.

Keep what fits and drop the rest. Your version, ready for your agents.
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SKILL.md

Hook Engineering v2.0

Generate compelling content hooks across 10 dimensions using tri-modal engineering (Visual + Audio + Text). State-of-art 2026 approaches combining cognitive science, narrative theory, and platform psychology.


Core Philosophy

Intelligence Over Manipulation:

AVOIDEMBRACE
Fear, shame, FOMOCuriosity, wonder, adventure
"Stop doing X""The frontier where..."
Empty clickbaitEarned intrigue
Manufactured urgencyGenuine discovery

The Test: Does this hook invite exploration or exploit anxiety?


The Tri-Modal Framework

Every hook synchronizes three attention channels:

HOOK = [VISUAL] × [AUDIO] × [TEXT]
         ↓           ↓          ↓
    Pattern      Emotional   Curiosity
    Interrupt    Resonance   Architecture

2026 Enhancement: Add cognitive load balancing — ensure one channel leads while others support, never three competing elements.


10 Hook Dimensions

FOUNDATION TIER (Credibility)

1. Research-Backed (Science)

Ground hooks in published research, data patterns, or expert consensus.

Formula: [Institution/Researcher] [discovered/found] [surprising finding]

Examples:

  • "MIT's AI lab found the pattern that predicts creative breakthroughs."
  • "After analyzing 50,000 decisions, one cognitive bias appeared in 94%."
  • "Neuroscience just explained why your best ideas come in the shower."

Best For: Educational content, professional audiences, building authority.


2. First Principles (Pattern Recognition)

Reveal the underlying architecture that explains surface phenomena.

Formula: The [fundamental structure] behind [observable thing]

Examples:

  • "Every viral idea shares this same architecture."
  • "Strip away the noise: mastery reduces to one feedback loop."
  • "The physics of compound growth most people never visualize."

Best For: Systems thinkers, strategic content, those tired of surface advice.


3. Wisdom Transfer (Masters & Mentors)

Share insights from proven practitioners with earned credibility.

Formula: What [expert] understood about [topic] that [most miss]

Examples:

  • "What chess grandmasters know about decision-making under pressure."
  • "The counterintuitive advice every experienced founder eventually gives."
  • "After 10,000 hours, here's what actually matters."

Best For: Mentorship content, trust-building, experience-based audiences.


EXPANSION TIER (Engagement)

4. Counter-Intuitive (Reframes)

Present a perspective shift that makes the familiar strange.

Formula: [Common belief] misses [deeper truth]

Examples:

  • "The most productive people don't use productivity systems."
  • "Motivation is actually the enemy of consistency."
  • "Why your biggest strength is probably your biggest blindspot."

Best For: Thought leadership, viral potential, challenging audiences.


5. Transformation (Journey)

Open with the pivot point of a meaningful change.

Formula: The [moment/catalyst] that [shifted everything]

Examples:

  • "The three-word question that restructured my entire approach."
  • "What I unlearned after a decade in the industry."
  • "The day I stopped optimizing and started building."

Best For: Personal brand, trust-building, deeper engagement.


6. Adventure (Exploration Call)

Invite the audience into an unfolding journey or discovery.

Formula: [Action verb] into [unexplored territory] where [intriguing possibility]

Examples:

  • "Let's trace the path where ancient wisdom meets machine learning."
  • "Follow this thread into the mathematics of beauty."
  • "Venture with me into the architecture of extraordinary teams."

Best For: Documentaries, long-form, audience who loves the journey.

Emotional Core: Wonder, anticipation, shared discovery.


7. Humor (Pattern Disruption)

Use comedic timing, absurdity, or wit to create memorable hooks.

Formula: [Setup expectation] → [Subvert with truth/absurdity]

Examples:

  • "I asked GPT-5 for life advice. It told me to touch grass. Fair."
  • "The productivity hack that changed my life: lowering my standards."
  • "Scientists discovered why we procrastinate. We're still processing the findings."

Best For: Relatability, virality, humanizing expertise.

Comedic Techniques:

  • Subverted expectations — Setup leads one way, punchline pivots
  • Self-deprecation — Humanizes the creator
  • Absurdist precision — Specific details make absurdity land
  • Callback potential — Humor that rewards attention

FRONTIER TIER (Vision)

8. Visionary (Future Architecture)

Paint a compelling picture of emerging possibilities.

Formula: [Emerging pattern] is reshaping [domain] — here's [the architecture]

Examples:

  • "The infrastructure being built right now will define the next decade."
  • "What the next generation of creators will take for granted."
  • "The shift happening beneath the surface of every industry."

Best For: Thought leadership, forward-thinking audiences, inspiration.

Visionary Techniques:

  • Pattern extrapolation — Connect dots others haven't
  • Inevitability framing — "Not if, but when and how"
  • Agency invitation — Position audience as builders, not spectators

9. Frontier Science (Quantum / Space / Deep Systems)

Hook with cutting-edge science that reveals fundamental truths.

Formula: [Scientific frontier] reveals [unexpected insight about reality/ourselves]

Examples:

  • "Quantum mechanics suggests your decisions create parallel versions of you."
  • "What black holes teach us about information and memory."
  • "The mathematics of emergence: how simple rules create infinite complexity."
  • "Cosmology's answer to why anything exists at all."
  • "The observer effect isn't just physics — it's psychology."

Best For: Intellectually curious audiences, wonder-seekers, deep thinkers.

Science Domains:

  • Quantum mechanics — Observer effects, superposition, entanglement
  • Cosmology — Origins, scale, cosmic perspective
  • Complexity theory — Emergence, self-organization, networks
  • Neuroscience — Consciousness, perception, decision-making
  • Information theory — Entropy, computation, reality as information

Integrity Note: Ground in actual science, not pseudoscience. Link to real research.


10. Exploration (Unknown Territories)

Invite deep dives into uncharted conceptual or physical spaces.

Formula: Beyond [known boundary] lies [territory worth exploring]

Examples:

  • "Past the edge of the observable universe, physics gets weird."
  • "Below the surface of expertise lies the territory of intuition."
  • "Inside the gap between stimulus and response is everything."
  • "What lies in the space between knowing and understanding."

Best For: Philosophical content, depth-seekers, contemplative audiences.

Exploration Techniques:

  • Liminal spaces — Thresholds, transitions, in-between states
  • Scale shifts — Zoom in or out to reveal hidden patterns
  • Boundary questioning — Challenge assumed limits

2026 State-of-Art Techniques

Cognitive Load Optimization

Modern hooks balance three loads:

  1. Intrinsic — Complexity of the idea itself
  2. Extraneous — Noise from presentation
  3. Germane — Productive processing toward understanding

Principle: Reduce extraneous, match intrinsic to audience, maximize germane.

Attention Wavelength Matching

Different platforms have different attention "frequencies":

  • TikTok: 0.5-2s hook window, high energy required
  • YouTube: 3-10s hook window, can build
  • LinkedIn: 1-2 sentence hook, professional framing
  • Twitter/X: Single line hook, thread promise
  • Podcast: Voice modulation in first 15s

Dopamine Architecture

2026 understanding: Dopamine isn't about pleasure, it's about anticipated reward.

Application: Hooks should create anticipation of insight, not just promise it.

Pattern Interrupt Calculus

The brain filters ~99% of input. To break through:

  1. Novelty — Something unexpected
  2. Relevance — Connected to existing mental models
  3. Tension — Gap between current and desired state

Best hooks hit all three.


Output Format

When generating hooks, produce concepts using this structure:

### Concept [Number]: [Working Title]
**Dimension:** [Research | First Principles | Wisdom | Counter-Intuitive |
               Transformation | Adventure | Humor | Visionary | Frontier Science | Exploration]
**Target Emotion:** [Curiosity | Recognition | Wonder | Insight | Validation |
                    Amusement | Anticipation | Awe]

- **Visual Hook:** [Precise direction]
- **Audio Hook:** [Soundscape description]
- **Text Hook:** [Exact words, under 12]

**Why It Works:** [Psychology/principle]
**Platform Fit:** [Best platforms]

Quick Reference: Dimension Selection

If the topic involves...Use Dimension
Data, studies, researchResearch-Backed
Systems, architecture, fundamentalsFirst Principles
Expert insight, experienceWisdom Transfer
Challenging common beliefCounter-Intuitive
Personal journey, pivotTransformation
Unfolding discoveryAdventure
Relatable absurdityHumor
Future trends, emergenceVisionary
Physics, cosmos, deep scienceFrontier Science
Unknown territories, depthExploration

Anti-Patterns (Never Use)

PatternProblemAlternative
"Stop doing X"Shame-based"Consider instead..."
"You won't believe"Empty promiseState the insight
Fear/anxiety triggersManipulationWonder/curiosity
Fake urgencyExploitationGenuine relevance
Vague mysticismPseudo-depthGrounded exploration

Quality Checklist

  • Integrity — Invites exploration, not exploits anxiety?
  • Value — Genuine insight promised?
  • Specificity — Concrete, not vague?
  • Dimension Fit — Right category for content?
  • Tri-Modal Sync — Channels complement, not compete?
  • Platform Match — Optimized for target platform?
  • Actionable — Creator can execute this?

References

  • hooks/templates/ — 10 dimension-specific templates
  • hooks/examples/ — Production-ready hooks
  • hooks/prompts/ — Reusable Claude prompts
  • External: frankx.ai/hooks

Skill Version: 2.0.0 Updated: February 2026 Philosophy: Intelligence over manipulation. Wonder over anxiety. Exploration over exploitation.

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