The Loomworks Story Engine

A material, drafting-tool inspired PoC that visualizes how tone, character, and mythic continuity flow through the Loomworks pipeline. Everything here is stubbed — but the vibe, rigor, and multi-platform ambition are live.

Red · Validation + Tone
Yellow · Character + Suggestion
Blue · Semiotics + Export

Operational Layer — v0.2

Companion whitepaper drop: the Story Engine as a narrative CRM and non-linear distribution system. Social posts become issues, not throwaways.

CRM-grade character tracking Non-linear social serialization Analytics + experimentation

Non-linear narrative stance

Feeds are shuffled comic racks. Every post is a self-contained issue and a node in the myth graph. Chronology optional, coherence mandatory.

  • Fragment legibility: each artifact declares who, what tension, and emotional state.
  • Radial storytelling: posts radiate from mythology instead of marching forward.
  • ARG-inspired texture without the operational chaos.
Workflow example — Dime release cycle

Seed: Dime reviews a Loomworks manual while a background voice corrects her. Tone kernel: ✔ soft earnestness, ✔ bureaucratic seepage, ⚠ needs symbolic grounding. Grammar note: ⚠ mirror / reflection motif recommended to harmonize last two drops. Scheduling: ⚠ Penny post before next Dime. ⚠ Celli underrepresented. Analytics projection: “liminal surrealist teens” likely to spike engagement.

Read the v0.2 operational whitepaper text

THE LOOMWORKS STORY ENGINE — v0.2 · Operational Layer: CRM Features, Social Integration, Analytics, and Non-Linear Narrative Deployment · Author: Scott Ginsberg · 2025

Abstract

While v0.1 locked tone and mythic continuity, v0.2 adds operational storytelling: CRM-like tracking, scheduling, experimentation, analytics, and non-linear publication. Social feeds become a living comic rack.

1. Introduction — Why narrative CRM?

Modern IP spans TikTok, Instagram, X, YouTube, sites, ARG channels, live events, and physical artifacts. Every post is both an issue and a node. Creators must maintain continuity, measure reception, iterate quickly, and deploy fragments strategically. That requires a blend of CRM discipline, narrative logic, editorial scheduling, marketing analytics, and world constraints.

2. System goals

  • Track narrative states (emotional, relational, locational, world dependencies).
  • Treat posts as narrative artifacts (panels, clues, character beats).
  • Enable scheduling and experimentation (cadence control, A/B tone variants, cohort tracking).
  • Maintain tone across non-linear releases (coherent even when shuffled).
  • Provide real-time feedback loops (pacing, arc emphasis, thematic direction).

3. Historical parallels

Comic books pioneered overlapping issues and timelines; social feeds mirror the shuffled rack. Found-footage storytelling like Immortality shows fragments discovered by feel. ARGs prove ambient, out-of-order narrative delight — but lacked scalable tooling. The Engine formalizes all three.

4. Technical architecture — operational layer

Narrative CRM Dashboard: character profiles with emotional state, arc progress, thematic alignment, conflict vectors, restricted topics, symbolic ownership, last and next appearances, and sentiment. Health indicators signal tone drift (green/yellow/red).

Feed Scheduler: drag-and-drop timeline, multi-platform previews, tone validation pre-flight, cadence warnings, overexposure detection, symbolic density balancing.

Post Template Engine: POV micro-scenes, diegetic corporate docs, teasers, fragments, emotional beads, quotes, and motif-driven visuals. Templates enforce coherence.

Analytics & audience heatmapping: engagement quality, tone retention, sentiment by character, motif resonance, platform-based reception, shareability vs comprehension, confusion vs intrigue.

Narrative experimentation: tone experiments (soft vs bureaucratic Dime, glitchier Penny, humor density for Celli), platform experiments, motif experiments. Growth R&D for story physics.

5. The non-linear story engine

Chronology is fragile; coherence is not. Every artifact stands alone yet supports the whole. Arcs withstand shuffling, and chronology is reconstructible but optional.

6. Roadmap to v0.3

Emotional arc forecasting, platform-specific tone modulation, multi-character dialogue simulation, influence mapping, dynamic narrative heatmaps, arc integrity scores, experiment auto-analysis, and research into AI dramaturg personalization and resonance graphs.

7. Conclusion

The operational layer turns creators into studios: non-linear serialization, algorithm-resilient narratives, CRM-grade character care, adaptive operations, and narrative R&D. Social feeds become comic issues, not marketing exhaust.

Intent lattice

The lattice is not a neural net; it is an authorship-preservation membrane. Wires carry intent, not automation. Drop shadows keep the wiring material, never skeuomorphic.

Scenario controller

Default: Loomworks Pulse

A clean lattice showing how authorship intent flows through each layer without losing tone.

Workflow Pulse

Stubbed to feel like a working cockpit: select a scenario, watch the lattice update, and read the console stream of what the engine would audit, preserve, and export.

Dramaturg console

// incoming seed
"Dime attempts to introduce herself but forgets the script."

// validator flags
- tone: acceptable
- institutional bleedthrough: required
- symbolic layer: missing

// harmonize suggestions
> swap in wrong onboarding page
> trigger Lantern interrupt
> apology shifts from formal to sincere

// export preview
- TikTok overlay
- IG alt-text
- Poster fragment
- In-world memo draft
            
01 · Author intent
Voice DNA
Taboo map
02 · Coherence guards
Canon validator
Semiotic mesh
03 · Generative assist
In-tone options
Never plot hijack
04 · Platform exports
Captions
Memos
Journals

Manifesto pulse

Whitepaper × manifesto × PRD × media-theory voice distilled into interface form: world integrity is precious; drafting tools should feel alive, not sterile.

Stories as systems

Tone, motif, psychology, contradiction

Fiction is ecology, not output. The lattice keeps mythic continuity breathable across platforms.

Author as architect

The dramaturgic role

Designers protect emotional truth and set the constraints that make AI useful, not corrosive.

AI as dramaturg

Suggestive, never autonomous

Models support cadence, guardrails, and variant generation while leaving authorship intact.

Material wires

Drop shadows, real tension

Connections are textured, not skeuomorphic — a nod to drafting tables, not fake chrome.