CineForge Narrative Reasoning

What It Does

CineForge's narrative reasoning system automatically analyzes scripts and edits to ensure every scene decision is justified. Four independent reasoning gates verify that:

🔗

Causal Coherence

Does this scene link to the narrative brief? Does it connect to plot, character, or theme?

👤

Character Consistency

Do character actions align with their established motivations? Do choices make sense?

⏱️

Pacing Coherence

Does each shot serve a narrative purpose? Is there dead weight that should be cut?

✨

Thematic Coherence

Does this scene reinforce the film's themes? Is it anchored to the story acts?

How It Works

📝 Script

→

⚙️ Analyze

→

✅ Verdict

Input a script → Apply reasoning gates → Get narrative analysis with verdicts

Live Demo

Sample Test Results

✅ Scene: Hero Faces Impossible Choice

Cause: Plot event (hero cornered by antagonist)

Effect: Character change (hero grows morally)

Confidence: 0.9

✅ ADMITTED

All gates passed: causal link strong, character motivation clear, pacing serves story, theme reinforced

⚠️ Scene: Hero Changes Mind Randomly

Cause: Character motivation (weak reason)

Effect: Character change (sudden reversal)

Confidence: 0.2

⚠️ NEEDS REVISION

Character gate: motivation confidence too low (0.2 < 0.5). Strengthen the motivating event or backstory.

❌ Scene: Empty Sequence (No Shots)

Cause: Pacing need (filler?)

Effect: Breathing room

Shots: None

❌ REJECTED

Pacing gate: scene has no shots assigned. Cannot establish pacing or narrative role.

✅ Scene: Truth Prevails (Thematic Beat)

Cause: Thematic beat (major theme statement)

Effect: Theme reinforcement

Supporting Acts: 1, 2, 3 (all acts)

✅ ADMITTED

Thematic gate: scene anchored to all three acts. Theme is consistent throughout the story.

Batch Analysis Example

Scenario: Analyzing a 10-scene script with Narrative Reasoning

7

Scenes Admitted

1

Rejected

2

Need Revision

Overall Narrative Coherence:

Technical Details

Built with: TypeScript + Stratum reasoning gates (zero Episteme code)

Verdict System: Admitted | Rejected | Needs Revision

Reasoning Modes: Majority rule (any gate admits) or Unanimous (all gates must agree)

Each gate independently reasons about narrative structure and produces a verdict. The reasoning engine collects all verdicts and produces an overall analysis with:

Count of admitted/rejected/revision-needed claims
Overall coherence score (0..1)
Required changes for each scene
Justification for every decision

Impact

⚡ Faster Edits

Automated narrative verification catches issues before they become expensive reshoots or re-edits.

✅ Better Stories

Every scene decision is justified by causal narrative reasoning, not arbitrary AI choices.

🎬 Trustworthy AI

Directors understand WHY the AI made each decision. Every verdict includes causal justification.