kallaway-addictive-storytelling

name	kallaway-addictive-storytelling
description	Engineers neurochemical retention — converts "vending machine" content (predictable, zero dopamine, viewer leaves) into "slot machine" content (uncertain outcomes, sustained dopamine drip, viewer locked in) using Kallaway's Four-Step Addiction Loop (Stakes → Big Question → Head Fake → Rehook). Governing metric is Time-Per-Hand — gap between dopamine hits. Use when content "falls flat" despite good information, when retention drops mid-piece, when designing video / YouTube / TikTok / Reels for sustained watch time, when a draft is informative but boring, or when the user asks "why isn't this gripping people?". Trigger proactively even when the user just shares retention-sensitive content without naming Kallaway — the Vending-vs-Slot diagnosis applies to ALL retention-bearing surfaces.
expert	Kallaway
domain	Neurochemical Retention Engineering (Content Psychology × Audience Obsession)

Kallaway Addictive Storytelling — SKILL.md

Domain

Neurochemical Retention Engineering — the science of keeping audiences locked in through prediction cycle architecture.

Expert

Kallaway — Retention substrate between Content Psychology ("what to build") and Audience Obsession ("what to implant"). This domain answers: "How do you keep them watching?"

Core Thesis

Dopamine is a prediction chemical, not a pleasure chemical. Content that lets the brain predict correctly produces zero engagement. Content that engineers prediction errors — surprise that is unexpected but immediately logical — produces neurochemical addiction. The Four-Step Addiction Loop (Stakes → Big Question → Head Fake → Rehook) is the operating system for this.

Governing Metric

Time-Per-Hand — the gap between dopamine hits. Like a casino decreasing the time between bets, your content must decrease the gap between predictions. Shorter gaps = longer sessions.

The Decision: Vending Machine vs. Slot Machine

Every piece of content is one of two things:

• Vending Machine: Outcome is predictable from setup → zero dopamine → viewer can leave at any time
• Slot Machine: Outcome is uncertain → sustained dopamine drip + periodic spikes → viewer is chemically locked in

All workflows in this domain convert vending machines into slot machines.

Workflows (11)

Tier 1 — Foundation

Workflow	Slash Command	What It Does
addiction-loop-diagnostic	/addiction-loop-diagnostic	Audits any content for loop presence, coverage, and quality
addiction-loop-architect	/addiction-loop-architect	Designs the complete loop blueprint before scripting
stakes-engineer	/stakes-engineer	Engineers the three-component opening (Character + Risk + Urgency)
blank-page-script-engine	/blank-page-script-engine	Raw topic → finished script: shock-scored facts, hook selection, 7-structure library, emotional payoff (upstream of the loop)

Tier 2 — Practitioner

Workflow	Slash Command	What It Does
head-fake-forge	/head-fake-forge	Engineers prediction errors with misdirection architecture
rehook-architect	/rehook-architect	Designs zero-dead-air transitions between loops
big-question-calibrator	/big-question-calibrator	Calibrates question specificity for maximum sustained drip
flat-to-addictive-rewrite	/flat-to-addictive-rewrite	Transforms flat content into loop-driven content

Tier 3 — Stacking

Workflow	Slash Command	What It Does
loop-chain-scripting	/loop-chain-scripting	Chains all components into a full production-ready script
addiction-copy-engine	/addiction-copy-engine	Adapts the loop to written copy (sales pages, emails, posts)
loop-density-optimizer	/loop-density-optimizer	Final-pass optimizer that compresses time-per-hand

Stacking Chains

This domain is designed to triple-stack with existing Kallaway assets:

1. Addiction Loop (this domain) = the ENGINE (how to keep them watching)
2. Dopamine Ladder (content-psychology) = the MAP (where each piece sits in the viewer's journey)
3. Audience Obsession = the PAYLOAD (what you implant while they're locked in)

Common stacking sequences:

• /addiction-loop-architect → /loop-chain-scripting → /loop-density-optimizer (full build pipeline)
• /addiction-loop-diagnostic → /flat-to-addictive-rewrite (audit + fix pipeline)
• /stakes-engineer → /big-question-calibrator → /head-fake-forge → /rehook-architect (component-by-component precision build)
• /addiction-loop-architect → /obsession-script-architect (loop architecture + obsession payload injection)

Quality Rubric

All outputs from this domain are evaluated on:

1. Prediction Coverage % — at any given point, is there an active prediction? Target: ≥75%
2. Time-Per-Hand Score — average gap between dopamine hits vs. format benchmark
3. The "Oh! not Huh?" Test — every head fake produces surprise + understanding, never confusion
4. Zero Vending Machine Sections — no predictable sections in the final output
5. Relay Race Transitions — every section handoff maintains momentum (both runners at full sprint)
6. Escalation Curve — head fake surprise magnitude increases across cycles

File Map

skills/kallaway-addictive-storytelling/
├── SKILL.md                         ← You are here
├── genius.md                        ← Core intelligence (12 patterns, 3 exemplars, 5 moves)
├── references/
│   └── addiction-loop-anatomy.md    ← Structural quick-reference
└── workflows/
    ├── addiction-loop-diagnostic.md  ← Tier 1
    ├── addiction-loop-architect.md   ← Tier 1
    ├── stakes-engineer.md           ← Tier 1
    ├── blank-page-script-engine.md  ← Tier 1 (upstream: topic → script skeleton)
    ├── head-fake-forge.md           ← Tier 2
    ├── rehook-architect.md          ← Tier 2
    ├── big-question-calibrator.md   ← Tier 2
    ├── flat-to-addictive-rewrite.md ← Tier 2
    ├── loop-chain-scripting.md      ← Tier 3
    ├── addiction-copy-engine.md     ← Tier 3
    └── loop-density-optimizer.md    ← Tier 3

Execution Prompts (structure-pure v2)

12 deterministic practitioner prompts — each carries an Output Contract, Output Skeleton, and Quality Gate. When a deliverable matches one, Read it and honor its contract instead of improvising the output shape.

• Addiction Loop Audit Report — skills/kallaway-addictive-storytelling/references/prompts-v2/addiction-loop-audit-report.md
• Addiction Loop Blueprint — [TOPIC/OFFER] — skills/kallaway-addictive-storytelling/references/prompts-v2/addiction-loop-blueprint.md
• Addictive Rewrite Package — [FLAT CONTENT topic] — skills/kallaway-addictive-storytelling/references/prompts-v2/addictive-rewrite-package.md
• Blank Page Script — [TOPIC] — skills/kallaway-addictive-storytelling/references/prompts-v2/blank-page-script.md
• Calibrated Big Question Set — skills/kallaway-addictive-storytelling/references/prompts-v2/calibrated-big-question-set.md
• Density-Optimized Content — skills/kallaway-addictive-storytelling/references/prompts-v2/density-optimized-content.md
• Full Addiction-Looped Script — [TOPIC/STORY] — skills/kallaway-addictive-storytelling/references/prompts-v2/full-addiction-looped-script.md
• Head Fake Design Package — skills/kallaway-addictive-storytelling/references/prompts-v2/head-fake-design-package.md
• Loop-Driven Copy Package — [OFFER/TOPIC] — skills/kallaway-addictive-storytelling/references/prompts-v2/loop-driven-copy-package.md
• Premium Story Pillar Architecture — [CREATOR/BRAND] — skills/kallaway-addictive-storytelling/references/prompts-v2/premium-story-pillar-architecture.md
• Rehook Chain Design — skills/kallaway-addictive-storytelling/references/prompts-v2/rehook-chain-design.md
• Stakes Architecture Blueprint — [RAW MATERIAL] — skills/kallaway-addictive-storytelling/references/prompts-v2/stakes-architecture-blueprint.md