Agent-Skills.md

Agent Skills: Hook Engineering v2.0

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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Skill Metadata

Name
hook
Description
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.

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:

| AVOID | EMBRACE | |-------|---------| | Fear, shame, FOMO | Curiosity, wonder, adventure | | "Stop doing X" | "The frontier where..." | | Empty clickbait | Earned intrigue | | Manufactured urgency | Genuine 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, research | Research-Backed | | Systems, architecture, fundamentals | First Principles | | Expert insight, experience | Wisdom Transfer | | Challenging common belief | Counter-Intuitive | | Personal journey, pivot | Transformation | | Unfolding discovery | Adventure | | Relatable absurdity | Humor | | Future trends, emergence | Visionary | | Physics, cosmos, deep science | Frontier Science | | Unknown territories, depth | Exploration |

Anti-Patterns (Never Use)

| Pattern | Problem | Alternative | |---------|---------|-------------| | "Stop doing X" | Shame-based | "Consider instead..." | | "You won't believe" | Empty promise | State the insight | | Fear/anxiety triggers | Manipulation | Wonder/curiosity | | Fake urgency | Exploitation | Genuine relevance | | Vague mysticism | Pseudo-depth | Grounded 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.