Distillation Prompts Library

Use these prompts in NotebookLM to transform raw research into structured Core Notebooks.

How to Use

  1. Open your Stage 1 (raw) NotebookLM notebook
  2. Copy a prompt below
  3. Paste into NotebookLM chat
  4. Save the output to your Core Notebook

CHARACTER DISTILLATION

Copy this prompt to transform character research into structured data:

Based on these sources, create a character profile with:

- **Character Type**: protagonist | antagonist | supporting
- **Fatal Flaw**: An internal weakness (NOT a circumstance like "is poor")
- **The Lie**: A mistaken belief driving the flaw
- **True Character**: Who they become after the arc
- **Arc**:
  - Starting state (who they are at the beginning)
  - Midpoint crisis (what breaks them)
  - Resolution (how they transform)
- **Key Relationships**: List other characters and their relationship

Format the output with clear headers.

WORLD DISTILLATION

Copy this prompt to extract world rules:

From these sources, extract:

**HARD RULES** (Cannot be broken - physics, magic limits, society laws):
1. [Rule]
2. [Rule]
3. [Rule]
(List at least 3)

**LOCATIONS** (Key places with plot significance):
- [Location]: [Why it matters]

**SECRETS** (What the reader/characters don't know yet):
- [Secret]

**SYSTEM INTERACTIONS** (How different systems affect each other):
- How does [magic/technology] interact with [politics/society]?

Clearly separate Hard Rules from background lore.

THEME DISTILLATION

Copy this prompt to crystallize your theme:

Looking at these sources, define:

**CENTRAL QUESTION** (Phrase as a question):
"Can [thesis] exist despite [counter-thesis]?"

**THESIS** (The argument FOR):
[What the story argues is true]

**COUNTER-THESIS** (The argument AGAINST):
[The valid opposing view - this is NOT the villain's view, but a legitimate challenge]

**SYMBOLS**:
- [Symbol 1]: Represents [meaning]
- [Symbol 2]: Represents [meaning]

**PROTAGONIST EMBODIMENT**:
How does the protagonist's arc embody this thematic question?

PLOT DISTILLATION

Copy this prompt to map your story structure:

Map this story to the 15-beat Save the Cat structure:

1. **Opening Image** (1%): The "before" snapshot
2. **Theme Stated** (5%): Theme hinted in dialogue
3. **Setup** (1-10%): Ordinary world
4. **Catalyst** (10%): Inciting incident
5. **Debate** (10-20%): Protagonist hesitates
6. **Break into Two** (20%): Commits to journey
7. **B Story** (22%): Subplot begins (usually relationship)
8. **Fun & Games** (20-50%): Promise of the premise
9. **Midpoint** (50%): FALSE VICTORY or FALSE DEFEAT?
10. **Bad Guys Close In** (50-75%): Opposition tightens
11. **All Is Lost** (75%): Lowest point
12. **Dark Night of the Soul** (75-80%): Despair
13. **Break into Three** (80%): Solution discovered
14. **Finale** (80-99%): Final confrontation
15. **Final Image** (99-100%): Mirror of opening

**MIDPOINT TYPE**: Is this a FALSE VICTORY (things seem good, then collapse) or FALSE DEFEAT (things seem bad, then turn around)?

VOICE DISTILLATION

Copy this prompt to analyze prose style:

Analyze these passages and describe:

**SENTENCE RHYTHM**:
- Short and punchy? Long and flowing?
- Variation patterns?

**METAPHOR DOMAINS**:
- Where do metaphors come from? (nature, machinery, sports, music, warfare?)
- Are similes used or avoided?

**DIALOGUE PATTERNS**:
- Terse or verbose?
- Subtext-heavy or direct?
- Distinct voices per character?

**ANTI-PATTERNS** (What to AVOID):
- Clichés to never use
- Rhythms that feel wrong
- Words that break the voice

Why These Prompts?

These prompts are designed to produce output that Writers Factory can extract. The AI looks for specific markers:

Category Key Markers What AI Extracts
Characters “Fatal Flaw”, “The Lie”, “Arc” Protagonist.md fields
World “Hard Rule”, “Cannot be broken” Rules.md, conflict checking
Theme “Central Question”, “Thesis” Theme.md structure
Plot Beat names, “Midpoint” Beat_Sheet.md
Voice “Rhythm”, “Anti-pattern” Voice Calibration inputs

Without these markers, the AI can’t find what it needs and will ask you to distill.


Common Mistakes

Mistake Result Fix
Vague flaw like “is poor” AI rejects as circumstance, not flaw Use internal weakness like “need for control”
Theme as statement Can’t generate conflict Frame as question: “Can X exist despite Y?”
Missing midpoint type AI can’t calibrate second act State FALSE VICTORY or FALSE DEFEAT
No Hard Rules labeled Can’t enforce world consistency Explicitly mark immutable rules

Created for Writers Factory Distillation Pipeline