v0.1 · Private preview Built by CBITS

Your story
stays yours.

Stagewright is a governed adaptation workspace. Upload a manuscript, approve the canon, and receive validated production packs (promos, webtoon teasers, voice direction, music briefs) with every output checked against your approved canon before it reaches you.

22
Agents
10
Phases
3
Quality gates
project · crown-of-ash-and-bonds · phase 5
Active
sera-heat-sensitivityVerified
obsidian-wall-warmthVerified
caelan-no-torchVerified
sera-mother-connectionApprove
council-ember-suppressionApprove
caelan-inherited-memoryApprove
phase 8 · qa gate
Passed
canon-qa0 findings
adaptation-qa0 findings
spoiler-qa0 findings
continuity-qa0 findings
§ 01 / Positioning

Not a scriptwriting AI.
A governed workspace.

Generative AI script tools produce drafts that look polished and turn out unusable. Stagewright is built the opposite way: to prove every output stayed faithful before it ever reaches you.

Generative AI script tools hallucinate canon. They invent character traits, contradict your timeline, and leak the reveals you built the whole book around. The drafts look polished and turn out unusable.

Stagewright works the other way. Your approved canon is the source of truth. Every adaptation pass is validated against it before downstream agents run. Repair loops are bounded. Unresolved issues escalate to your review instead of getting buried.

You stay the author. Stagewright shapes the work for production and proves it stayed faithful while doing so.

Generic AI script tool
×Drafts based on guessHallucinates canon, invents traits
×One pass, no checksOutput ships unverified
×Reveals leakNo spoiler-tier discipline
×You debug the AIAuthor chases hallucinations
Sakura Stagewright
Drafts from approved canonAuthor confirms truth before drafting
Validated by 7 QA agentsEvery output checked before delivery
Spoiler tier enforcedProtected reveals never appear in promo
The system audits itselfFindings repaired or escalated automatically
§ 02 / Quality discipline

Six failures
turned into gates.

Each failure mode common to generic AI script tools is treated as a first-class engineering concern. Dedicated QA agents run before any output reaches you.

RISK · 01 / CRITICAL

Canon drift

Every output is checked against your approved canon registry before delivery. Drift is flagged with a specific canon reference and repaired before it propagates downstream.

1qa.canon-qa → checking output
2✗ canon_drift "she lit a torch"
3 ref: caelan-no-torch
4→ repair attempt 1
5✓ resolved · ship clean
RISK · 02 / HIGH

Spoiler leakage

Protected reveals are flagged at canon approval. No teaser, synopsis, or promo output may reference them, by name or by implication. The Canon QA agent treats leaks as blocker severity.

protected: sera-mother-connection
protected: council-ember-suppression
↳ enforced across all 10 outputs
RISK · 03

Continuity collapse

Outfits, backgrounds, timelines, and visual states tracked across the adaptation. Inconsistency surfaced, not buried.

RISK · 04

Generic adaptation

Outputs checked for hook strength, emotional fidelity, format fit, and trailer cliché. Stock language is flagged for repair.

RISK · 05

Production unusability

Validated for artist usability, voice usability, production clarity. If your artist can't draw it, it doesn't ship.

§ 03 / How it works

Ten phases.
Three stages.

The customer journey is a guided workspace. Each phase produces a clear, reviewable output before the next begins. Quality gates between stages, automatic, with your final approval.

01

Set the foundation

Phases 1 → 5

Upload your manuscript. Review the breakdown. Approve the canon that will govern every downstream decision. Nothing adapts until you say "this is true."

P1Start projectTitle, genre, target adaptation formats
P2Upload manuscriptFull text ingested + indexed
P3Review breakdownScenes, beats, characters mapped
P4Build canon baseFacts extracted, judged, classified
P5Approve what is trueYou confirm. Gate to Stage 02 opens.
02

Adapt with intent

Phases 6 → 8

Choose your adaptation format. Review the adaptation map before drafting begins. Receive a production-aware pack tuned to your target platform.

P6Choose adaptation pathPromo, webtoon, animation, film…
P7Map manuscript → outputStrategy, POV lock, spoiler tier
P8Generate adaptation packSynopsis, script, panels, briefs
03

Validate & export

Phases 9 → 10

Seven QA agents run in parallel before you see anything. Repair loops bounded at 3 attempts. Unresolved issues escalate to your review. Then you approve, lock, and export.

P9Quality review7 QA agents + repair + escalation
P10Approve & lockFinal author sign-off
Export for productionHandoff pack delivered
!
Mandatory quality gates between stages.No adaptation begins without approved canon. No draft reaches you without validation. No export ships without your final approval.
7 QA agents
3 max repairs
0 silent failures
§ 04 / Handoff pack

Ten production-ready
artifacts.

The first available adaptation mode is Promo / Webtoon Teaser, a complete production pack ready for marketing, pilot conversations, or platform submissions. Additional modes ship as separate releases.

OUT · 01 Flagship

Webtoon Teaser Pages

Eight to twelve panels with framing direction, dialogue, captions, SFX, and beat tagging. Built so your webtoon artist can layout from the script alone.

01
Hook
02
Rising
03
Reveal
04
Turn
05
Breath
06
Cliff
OUT · 02 Marketing

Story Hook Summary

Non-spoiler synopsis for pitching, marketing copy, and audience-facing platforms.

OUT · 03

Trailer Script

30-second trailer. Shots, VO, text-on-screen, music cues, CTA.

OUT · 04 Audio

Voice Direction Brief

Performance notes, emotional delivery, alt reads, and timing for every line of dialogue.

OUT · 05

Music & Mood

Cue map. Mood, instrumentation, intensity per beat.

OUT · 06

Character Visual Sheets

Outfits + continuity per character per scene.

OUT · 07

Background Briefs

Location design, time of day, lighting, props, mood.

OUT · 08 Audit trail

Continuity + Quality Audit Report

Full canon compliance summary, validation passes, findings raised, repairs applied, escalations resolved.

OUT · 09 Provenance

Source Reference Map

Every output line traced back to the manuscript section it came from. Built for authors, legal review, and IP traceability.

§ 05 / Architecture

Twenty-two agents.
Zero silent failures.

Stagewright runs as an orchestrated multi-agent system with a deterministic state machine. No agent runs alone. Every output is gated. Every failure is logged.

22
Specialized agents
Canon, adaptation, QA, repair, lock
7
QA agents per gate
Run in parallel before any delivery
3
Mandatory gates
Between every adaptation stage
≤3
Max repair attempts
Then escalate to your review

Bounded autonomy. Agents have authority over their narrow domain. The orchestrator decides when they run, in what order, and whether their output passes the gate.

Deterministic state machine. The orchestrator itself is not an LLM. It is plain code with explicit transitions, retry limits, and escalation triggers. There is no improvisation at the system level.

Every decision logged. Canon approval, agent runs, QA findings, repair attempts, escalations, all written to the audit trail. The handoff pack includes a full provenance record.

§ 06 / The Studio family

One tool in a
creative production module.

Stagewright is the manuscript-to-adaptation tool inside Sakura Studio. Two sister tools handle the work that sits beside adaptation.

You are here

Stagewright

Manuscript → adaptation

Governed adaptation workspace. Turns approved manuscript canon into validated production packs across promo, webtoon, animation, film, audio, and game formats.

In design

Bloomline

Developmental editor

Manuscript-stage development. Pacing, character arc, structure, and continuity surfaced as actionable editorial work before adaptation begins.

In design

Atlas

Prose → scene

Prose-to-scene breakdown and artist-ready background briefs. Bridges manuscript prose and visual production work.

Ready to put your
manuscript to work?

Stagewright is in private preview. Onboarding a small group of authors and studios first. If your manuscript is finished, canon-rich, and headed toward adaptation, get in touch.