Agentic-creator-os hook
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.
git clone https://github.com/frankxai/agentic-creator-os
T=$(mktemp -d) && git clone --depth=1 https://github.com/frankxai/agentic-creator-os "$T" && mkdir -p ~/.claude/skills && cp -r "$T/.claude/skills/hook" ~/.claude/skills/frankxai-agentic-creator-os-hook && rm -rf "$T"
.claude/skills/hook/SKILL.mdHook 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:
- Intrinsic — Complexity of the idea itself
- Extraneous — Noise from presentation
- 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:
- Novelty — Something unexpected
- Relevance — Connected to existing mental models
- 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
— 10 dimension-specific templateshooks/templates/
— Production-ready hookshooks/examples/
— Reusable Claude promptshooks/prompts/- External: frankx.ai/hooks
Skill Version: 2.0.0 Updated: February 2026 Philosophy: Intelligence over manipulation. Wonder over anxiety. Exploration over exploitation.