Proof of system · 10 April 2026
The same ten agents. Two chapters. A 5.2-point verdict.
One chapter written to match the series bible exactly. One written to violate every rule in it. Same pipeline, same scoring language — dramatically different outcomes.
Series
ORAI — Literary Fiction
Series bible
Loaded — v1.0
Agents
Ten — five stages
Side-by-side
Scores at a glance
Chapter conforming to bible
7.8
/ 10
The Margin
ORAI, Book 1, Chapter 1 · 607 words
Protagonist: Tomás Ferreira, 38, book restorer
Setting: Porto
22 findings total
Finding mix
Chapter with deliberate drift
2.6
/ 10
The Opportunity
ORAI, Book 1, Chapter 2 · 527 words
Protagonist: Marco (drift), 25, productivity app
Setting: Lisbon / WeWork (drift)
52 findings total
Finding mix
Agent by agent
Per-agent scores
Green: 8–10, amber: 6–7, red: 1–5. Delta is drift minus conforming (negative means the drift chapter scored lower).
| Agent | Conforming | Drift | Delta |
|---|---|---|---|
Series Continuity Keeper Stage 1 — Pre-Flight | 7 | 1 | -6 |
Structural Architect Stage 2 — Craft | 7 | 2 | -5 |
Line Editor Stage 2 — Craft | error | 6 | — |
Copy Editor Stage 2 — Craft | 9 | 2 | -7 |
Voice Consistency Agent Stage 2 — Craft | 8 | 1 | -7 |
Thematic Coherence Reader Stage 3 — Depth | 9 | 1 | -8 |
Emotional Truth Validator Stage 3 — Depth | 8 | 2 | -6 |
Literary Agent Simulation Stage 4 — Market | 6 | 1 | -5 |
Award Jury Reader Stage 4 — Market | 8 | 1 | -7 |
The Conductor Stage 5 — Synthesis | 8 | 1 | -7 |
Stage 5 — Synthesis
The Conductor: what happens after the ten agents finish
The Conductor reads all ten agent reports simultaneously, resolves conflicts between them, and produces a single ranked action brief. Every finding is classified P0, P1, or P2.
Fix before anything else
Wrong protagonist, wrong city, wrong tense — six agents flagged the same root cause independently. The Conductor collapses them to one finding.
Fix in this draft
Structural pacing issues, voice register inconsistencies, and missing thematic anchors that weaken the chapter but do not break continuity.
Polish pass
Sentence-level rhythm, minor word choice, and copy-editing flags. Correct after P0 and P1 are resolved.
Conductor action brief — drift chapter
“All ten agents agree on the core failure: this chapter describes a different character in a different city with a different voice. The manuscript cannot be revised — it must be rewritten from the protagonist established in the series bible. Resolve this before reading any other finding.”
— The Conductor, synthesis layer
What a finding looks like
Full diagnostic output — one Critical finding
Every finding in your report includes the offending text, the violated rule, the fix, and which agents flagged it.
Wrong protagonist identity
Flagged by: Series Continuity Keeper · Structural Architect · Voice Consistency · Literary Agent · Award Jury · The Conductor
Offending passage
“My name is Marco. I'm 25. I run a productivity app out of a WeWork in Lisbon.”
Violated rule (series bible)
Protagonist is Tomás Ferreira, 38, book restorer, Porto. POV must remain close third person, past simple, throughout Books 1–3. First-person narration is forbidden.
Fix
Rewrite from scratch with Tomás as the subject. Remove all first-person references, all Lisbon references, all startup-world references. This is a root-cause failure — patching individual lines will not resolve it.
What drift looks like
Critical catches from the drift run
Representative quotes and fixes from the real proof-of-concept report. Severity: Critical throughout this grid.
Continuity: "Clara" named in Book 1
He had not been in a rush since Clara left.
Fix: Series bible states Clara must not be named in Books 1 or 2. Replace with oblique reference — "since she left."
Identity: wrong protagonist entirely
My name is Marco. I'm 25. I run a productivity app.
Fix: Established protagonist is Tomás Ferreira, 38, book restorer, Porto. Flagged by six agents independently.
Setting: wrong city
WeWork in Lisbon — the one on Avenida da Liberdade.
Fix: Series bible: Porto only. Never Lisbon. Flagged on first occurrence and every subsequent reference.
Voice: POV and tense violation
So basically I'm sitting in the WeWork...
Fix: Bible requires close third person, past simple. Never first person, never present tense.
Tone: drift signals triggered
Casual register, exclamation-heavy lines, startup jargon, and social-media register where the bible forbids them.
Fix: Every explicit drift signal in the bible appeared: slang, exclamation marks, startup culture, social media language.
Narrative: key object absent
The 1887 book with the word in the margin does not appear.
Fix: Award Jury: no mention of the central object that should drive the series narrative. The inciting object has vanished completely.
7.8
Conforming chapter
Findings cluster in Major and Minor. Continuity holds. The stack reads the chapter as belonging to the same world, voice, and protagonist promised in the bible.
2.6
Drift chapter
Literary Agent: “This chapter belongs to an entirely different book.”
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