Everything is a Recipe.
DramaClaw's core isn't "generating videos" β it's "distilling recipes." Every hit drama has a reusable success formula β narrative structure, paywall placement, camera rhythm, emotion curves, distribution strategy. Our AI crew extracts recipes from market data, applies them across the entire pipeline, and continuously optimizes with performance data.
What is a "Recipe"?
A recipe isn't an analysis report. It's an executable instruction set distilled from hit data, directly injectable into every pipeline stage.
Traditional Data Analysis
DramaClaw Recipe
What does a recipe contain?
Narrative Structure
Genre layering formula, story arc rhythm, per-episode emotion curve, hook density & placement.
Example: Romance Γ CEO Γ Contract Marriage, reversal every 3 episodes
Paywall Design
Free episode count, first paywall position, climax paywall, retention hook spacing.
Example: EP1-5 free, EP6 first pay (3s before kiss), EP20 climax paywall
Camera Rhythm
Opening hook formula (0-3s/3-10s/10-30s), camera movement preferences, lighting style, composition patterns.
Example: 0-3s face close-up + power dialogue, 30s physical contact + eye tension
Tension Design
Tension within platform-safe boundaries β 12 intimacy/power/forbidden formulas, touch escalation ladder (L1-L4).
Example: EP1-3 eyes only(L1), EP8 first touch(L2), EP15 kiss(L3)
Distribution Strategy
Optimal publish time, target regions, thumbnail composition rules, hook A/B test variants.
Example: Friday 20:00 EST, US+SEA, male-female power composition
Platform Compliance
TikTok/Reels/Shorts safety scores, content restriction rules, 10-point compliance threshold.
Example: TikTok β₯8 pass, 7 adjust, <7 redesign
Where do recipes come from?
Hit Drama Insights
Scout scans drama charts in real-time, dissects hit formulas.
Source:
Β· Superline Drama Charts
Β· TikTok Trends
Performance Data Feedback
Your own distribution data is the most valuable recipe ingredient. Analyst tracks per-episode performance, builds attribution models.
Source:
Β· TikTok Marketing API
Industry Knowledge
Built-in best practices β TikTok hook formulas, content safety formulas (12 tension recipes), touch escalation management, platform compliance rules.
Source:
Β· Skill Knowledge Base
One-Click Application, Full Pipeline Integration
A recipe isn't reference material β it's executable instructions. Once selected, it auto-injects into every agent's workflow.
Writer
Script
Narrative structure and hook formula inject into writing template
Storyboarder
Storyboard
Camera rhythm encoded as storyboard instructions
Art Director
Asset Design
Visual style preferences guide character/scene design
Director
Video Generation
Camera parameters directly control video generation
Launcher
Distribution
Distribution strategy controls publish scheduling
Data Flywheel: The Recipe's Self-Evolution Engine
Recipes aren't static templates. Each cycle of produce β distribute β collect data makes recipes more precise and AI agents' Skills stronger. This is DramaClaw's core moat.
Recipe ExtractionβPipeline InjectionβVideo ProductionβPublishβ
Data CollectionβSkill EvolutionβRecipe Optimization
100
Episodes: recipe starts outperforming human judgment
1,000
Episodes: pitch accuracy exceeds human experience
10,000
Episodes: can precisely predict ROI by genre Γ region Γ season Γ budget
Skill Self-Evolution
The most critical link: performance data doesn't just optimize recipe parameters β it continuously feeds back into every AI agent's Skills. Writer learns better rhythm control, Director optimizes camera strategy, Launcher adjusts scheduling algorithms. The entire AI team self-evolves with each cycle.
Writer
hook formula weight updates
Director
camera strategy preference learning
Scout
scoring model iteration
Launcher
scheduling algorithm optimization
QA
compliance threshold calibration
What does a recipe look like?
A real recipe example distilled from a hit romance drama.
# Recipe: Romance Γ CEO Γ Contract Marriage Γ Slow Burn
## Genre Layering
base: Romance + CEO
buff_1: Contract Marriage (conflict origin)
buff_2: Hidden Identity (suspense layer)
buff_3: Revenge subplot (satisfaction accelerator)
## Hook Formula
0-3s: Face close-up + power dynamic dialogue "You think you can say no?"
3-10s: Reversal reveal (heroine's true identity hint)
10-30s: First physical contact + eye tension
30-60s: Satisfaction release (heroine's one-liner comeback)
60-90s: Suspense breakpoint + next episode tease
## Paywall Design
free_episodes: 1-5 (hook phase)
first_paywall: EP06 (3 seconds before first kiss breakpoint)
retention_hook: Identity reveal every 3 episodes
climax_paywall: EP20 (true identity reveal breakpoint)
## Distribution Strategy
best_time: Friday 20:00-22:00 EST
target_region: US, SEA
thumbnail: Male-female eye contact + power dynamic composition
hook_ab_test: [Power dialogue ver., Reversal reveal ver., Physical contact ver.]This isn't a report β Writer uses the 'Hook Formula' to write scripts, Director shoots '0-3s face close-up', Launcher schedules 'Friday 20:00 EST'. The recipe flows through the entire pipeline.