nsi4-workflow

name	nsi4-workflow
description	This skill should be used when the user asks about Narrative Spittoon Inversion, NSI workflow, reverse story generation, writing stories backwards, narrative bucket, LoreBook, cognitive frameworks for writing, HolographicTutor, GhostWritingStyle, NarrativeSpittoon framework, NSL format, reverse chronological narrative, or wants help planning, outlining, or generating a story using the NSI methodology. Also triggered by /nsi4-start, /nsi4-interview, /nsi4-bucket, /nsi4-frameworks, /nsi4-generate, /nsi4-refine, or /nsi4-export commands.
version	4.0.0
tools	Read, Glob, Grep

Narrative Spittoon Inversion 4.0 — Workflow Knowledge

What is NSI?

Narrative Spittoon Inversion (NSI) is an AI-assisted story creation methodology that generates narratives in reverse chronological order — from the ending to the beginning. This approach creates tightly plotted stories where every scene naturally leads to the next, ensuring narrative coherence and purposeful character development.

Core Principle: Writing in Reverse

Stories are written backwards: Page 5 (ending) → Page 4 → Page 3 → Page 2 → Page 1 → Page 0 (beginning).

Each page answers the question: "What led to the next page's events?"

Why Reverse Works

• Eliminates plot drift: Starting from the ending prevents stories from wandering
• Ensures causality: Each scene is reverse-engineered from its outcome
• Natural foreshadowing: Earlier pages naturally set up later events
• Character purpose: Arcs are built from destination backward
• Hero's Journey integration: Classical structure applied in reverse creates natural progression

The 5-Phase Workflow

Phase 1: Knowledge Gathering (/nsi4-interview)

Create a comprehensive LoreBook through a 20-question dynamic interview covering universe, characters, plot, themes, tone, and the ending. The LoreBook becomes the foundation for all subsequent artifacts.

Phase 2: Bucket Artifact Creation (/nsi4-bucket)

Distill the LoreBook into specialized artifacts:

• world.md — Setting, geography, history, culture, systems
• characters.md — Character profiles with personality, quirks, motivations, relationships
• speechstyles.md — Per-character speech patterns, vocabulary, verbal tics
• Technical specs (.json), diagrams (.mermaid), glossary (.txt)

Phase 3: Core Framework Setup (/nsi4-frameworks)

Install four cognitive frameworks that guide AI generation quality:

1. NarrativeSpittoon.md — Scene-level causality: implicit but/because/therefore reasoning that drives consequence chains between story beats
2. GhostWritingStyle.md — Writing mechanics: sentence variation, natural dialogue, active voice, pacing (overridable via --ghost)
3. GhostWritingStyle-sentence.md — Sentence-level prose style: avoid literal but/because/therefore words in prose — use parataxis, short declaratives, additive sentence structure
4. HolographicTutor.md — Quality assessment with Score/Review/Critic/Weakness functions

Generate project-instructions.md as a manifest indexing all bucket contents.

Phase 4: Story Generation — The Inversion (/nsi4-generate)

Reverse-generate the story with approval gates between each page:

1. Create or approve Page 5 (the ending)
2. Generate Page 4 by asking "what led to Page 5?"
3. Pause for user approval
4. Continue backward through Page 0

Each page must:

• Reference all bucket files for consistency
• Apply NarrativeSpittoon framework (show, don't tell)
• Follow GhostWritingStyle rules (mechanics) and GhostWritingStyle-sentence rules (prose style)
• Match Hero's Journey stage for that page number
• Flow naturally into the next page
• Target 800-1500 words

Phase 5: Refinement (/nsi4-refine)

Optional polish passes (recommended order):

1. Quality Assessment (HolographicTutor Score)
2. Speech Style Pass (voice consistency)
3. Repetition Sniper (eliminate redundancy)
4. Narrative Smoothing (transitions and foreshadowing)
5. Environmental Enhancement (sensory depth)

For detailed refinement pass instructions, see: references/refinement-passes.md

For validation checklists and troubleshooting, see: references/nsi4-process-guide.md

Hero's Journey in Reverse

Page	Hero's Journey Stage (Reverse)	Story Function
5	Return with Elixir / Resolution	Story conclusion, transformation complete
4	Resurrection / Climax	Final challenge, ultimate test
3	Road Back / Rising Action	Consequences unfold, stakes escalate
2	Ordeal / Commitment	Major challenge, point of no return
1	Tests, Allies, Enemies / Setup	World establishment, character introduction
0	Ordinary World / Opening	Story beginning, initial state

For detailed per-page generation guidance and scaling, see: references/heros-journey-mapping.md

The Narrative Bucket

A "narrative bucket" is the complete collection of artifacts that define a story project. It contains world-building, character profiles, speech styles, cognitive frameworks, technical specs, and the project manifest. All files live in the bucket/ folder.

Required Bucket Files

• LoreBook.md — Raw knowledge base (Phase 1)
• world.md — Distilled world-building
• characters.md — Character profiles
• speechstyles.md — Speech patterns
• NarrativeSpittoon.md — Narrative framework
• GhostWritingStyle.md — Writing style guide
• GhostWritingStyle-sentence.md — Sentence-level prose style
• HolographicTutor.md — Quality assessment system
• project-instructions.md — Component manifest

Optional Bucket Files

• [name]-glossary.txt — Universe terminology
• *.json — Technical specifications
• *.mermaid — Visualization diagrams

Four Cognitive Frameworks

NarrativeSpittoon (Narrative Quality)

Replaces explicit "because/but/therefore" with:

• Implicit Causality: Embed reasons through dialogue, monologue, description
• Subtle Conflict: Introduce complications through shifts, not announcements
• Organic Consequences: Let outcomes unfold through progression

GhostWritingStyle (Writing Mechanics)

• Vary sentence structure and length
• Make dialogue flow naturally with interruptions
• Rotate speakers in conversations (not just back-and-forth)
• Inject pauses, hesitations, filler words
• Use casual speech and verbal tics for voice differentiation
• Simplify complex sentences, use active voice
• Balance pacing between elements

GhostWritingSentenceStyle (Sentence-Level Prose)

• Avoid literal "but", "because", "therefore" as sentence connectors
• Use parataxis: short declarative chains without causal conjunctions
• Additive rather than causal sentence structure
• Vary sentence length: short for impact, medium for flow, long for atmosphere
• Mix structures: simple, compound, complex, fragment
• Active voice constructions preferred
• Specific over generic nouns and verbs
• Fresh metaphors used sparingly
• Cut unnecessary words and filter verbs
• Revision checklist for prose polish

Relationship to NarrativeSpittoon: NarrativeSpittoon drives scene-level "but/because/therefore" — the structural reasoning that makes each beat earn the next. GhostWritingSentenceStyle removes those same words from the actual prose, creating a clipped, accumulative register that performs meaning through omission rather than declaration.

HolographicTutor (Assessment System)

Four functions (call individually):

• Score: Numerical score out of 100 with justification
• Review: Comprehensive academic analysis with examples
• Critic: Publisher perspective with market viability
• Weakness: 3 specific areas needing improvement (quotes, no suggestions)

For detailed framework implementation rules and examples, see: references/cognitive-frameworks.md

NSL 1.1 Format

The Narrative Spittoon Language (NSL) is an XML-based format that packages an entire narrative bucket into a single portable .nsl file. Use /nsi4-export to convert between bucket folders and NSL files.

For detailed NSL specification, see: references/nsl-1.1-specification.md

Scaling Beyond 6 Pages

• 10 pages: Expand Hero's Journey stages across more pages
• 20 pages: Break into 3 acts with granular stage divisions
• 30+ pages: Structure as multi-volume series (NSL 1.1 supports this)
• Recommendation: For 20+ pages, break into 6-10 page segments each following the full NSI process

Available Commands

Command	Phase	Purpose
/nsi4-start	Setup	Create project structure, copy templates
/nsi4-interview	1	20-question LoreBook interview
/nsi4-bucket	2	Distill LoreBook into artifacts
/nsi4-frameworks	3	Install cognitive frameworks
/nsi4-generate	4	Reverse story generation (page5 to page0)
/nsi4-refine	5	Refinement passes
/nsi4-export	NSL	Convert bucket to/from .nsl XML