Prompt Details
Model
Chat - (gpt-5.5)
Token size
470
Example input
[STORY IDEA OR CURRENT PROJECT]: a psychological thriller about a forensic accountant who discovers her firm launders money for a cartel and must expose them without getting killed
[WRITING GENRE AND TARGET AUDIENCE]: adult psychological thriller and crime fiction for readers who enjoy Lee Child and Harlan Coben
[BIGGEST WRITING CHALLENGE]: my plot feels exciting in my head but when I write it the pacing drags and tension disappears
Example output
Below is a tailored, craft-focused development package designed specifically for your psychological thriller and your core issue: strong idea, but pacing collapses on the page and tension drains out.
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1. STORY ANALYSIS AND DEVELOPMENT
Core Concept (Refined)
A forensic accountant uncovers that her multinational firm is secretly laundering cartel money through “legitimate” corporate audits. When she starts tracing the money, she realizes the firm isn’t just complicit—it is actively structuring her movements, communications, and relationships. Her investigation becomes a controlled experiment she is trapped inside.
High-Concept Pitch (Sharpened)
A forensic accountant discovers her firm is laundering money for a cartel—but the deeper she investigates, the more she realizes her every move is being anticipated… and possibly orchestrated.
Unique Selling Proposition
Finance thriller with procedural authenticity (rare in crime fiction)
“Audit trail as thriller structure” (documents, numbers, transactions as clues)
Antagonist is not a person—but a system of people behaving like one
Psychological pressure comes from being watched through data
Genre Conventions (and how to use them)
You’re in Lee Child / Harlan Coben territory, meaning:
Fast escalation (not slow burn dominance)
Short-term goals inside long-term mystery
Constant threat recontextualization
Revelations every 2–5 scenes max
Your key rule:
> If a scene does not change what the protagonist believes is happening, it slows the thriller down.
Comparable Titles / Positioning
The Firm (Grisham) – institutional corruption
Gone Girl (Flynn) – psychological manipulation
The Accountant (film) – forensic finance + danger
The Girl with the Dragon Tattoo – investigative layering
Thematic Depth
Core themes:
“Truth is not discovered—it is allowed to be seen”
Systems vs individual morality
The illusion of agency in modern corporate structures
Surveillance disguised as compliance
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2. CHARACTER DEVELOPMENT SYSTEM
Protagonist
Name idea: Maya Lin (or similar grounded name)
Psychological Profile
Highly structured thinker (numbers = emotional safety)
Mild obsessive-compulsive traits (order = control)
Deep fear: being financially or ethically compromised without knowing it
Blind spot: trusts systems more than people
Internal contradiction
She believes:
> “If I follow the rules, I am safe.”
Reality:
> The rules are the weapon.
Arc
Act 1: Believes she is uncovering fraud
Act 2: Realizes she is part of laundering chain unknowingly
Act 3: Must become “irrational” to survive (break her identity as rule-follower)
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Antagonist (The System)
Not one villain.
“The Firm” as a distributed antagonist
Partners
Compliance officers
External auditors
Even the protagonist’s mentor
Core trait:
They do not see themselves as criminals. They see themselves as:
> “risk managers protecting global stability”
Antagonist intelligence style:
Pre-empts investigation steps
Uses bureaucracy as camouflage
Weaponizes delay, paperwork, approvals
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Supporting Characters
Mentor (Trusted Betrayer): teaches her everything she uses against him
Whistleblower (Early Victim): disappears or is discredited
Cartel Liaison (Invisible Hand): never directly seen, only inferred via money flows
Colleague Friend: represents “normal life” she loses access to
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Relationship Dynamics Map
Mentor → trust → betrayal → psychological collapse
Firm → authority → suspicion → suffocation
Friend → grounding → distance → isolation
Self → certainty → doubt → adaptive paranoia
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3. PLOT AND STRUCTURE FRAMEWORK
Structural Choice: Hybrid 3-Act + “Escalation Spiral”
Each act ends not with resolution, but loss of interpretive control
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ACT 1 — Discovery (Scenes 1–10)
1. Normal audit work, routine case
2. First anomaly in financial ledger (small, dismissible)
3. Mentor dismisses concern
4. She independently re-checks data at home
5. Second anomaly connects to different client
6. She realizes pattern is intentional layering
7. Someone edits her files remotely
8. She confronts IT / gets vague explanation
9. First personal threat (subtle, not violent)
10. End Act Twist: audit case she’s working on includes her own financial signature
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ACT 2 — Controlled Investigation / Escalation
Turning principle: every answer creates a worse question.
Key escalation beats:
She discovers internal audit reports are being rewritten post-approval
A colleague disappears after asking similar questions
She is assigned more access, not less (false empowerment)
She finds evidence she was used to sign off prior laundering cycles unknowingly
Midpoint reversal:
> She is not uncovering a conspiracy. She is inside a self-correcting laundering machine that includes her identity as a component.
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ACT 3 — Escape / Exposure
She tries external whistleblowing → blocked by legitimacy structures
Realizes evidence alone is useless without chain of custody control
Must fabricate an “impossible audit trail” to trap them
Final move: turns system against itself
Ending options:
ambiguous survival
moral victory but personal loss
or replacement of her within the system (paranoia ending)
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Pacing Fix Rule (Critical for your issue)
Every scene must do 2 things:
1. Advance investigation
2. Increase personal cost or danger
If it does only one → it will feel slow.
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4. WORLD-BUILDING TOOLKIT
Setting Prompts (use repeatedly)
1. What financial transaction is hiding a human consequence?
2. Who benefits from opacity in this system?
3. What looks legal but behaves illegally?
4. What document would destroy someone if misread?
5. What is the most boring place where power is exercised?
6. Where does money move without human visibility?
7. What cannot be traced but must exist?
8. What is “normal” that should actually feel disturbing?
9. What audit process can be weaponized?
10. What truth only appears in aggregation, not individual data?
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Sensory Detail Guide
Fluorescent office lighting = emotional suppression
Spreadsheet scrolling = false clarity
Printer noise = anxiety trigger
Silence in office after hours = danger cue
Email notification sounds = “threat delivery system”
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Rule System (Finance Thriller Logic)
Money always moves in plausible layers
No single illegal transaction exists alone
Every trace is legally justifiable in isolation
Crime only appears at pattern level
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Setting as Character
The firm behaves like:
a surveillance system
a predictive algorithm
a moral vacuum disguised as professionalism
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5. PROSE STYLE DEVELOPMENT
Core Voice Strategy
Your genre requires:
> “Clean, precise prose with emotional undercurrents under restraint.”
Avoid:
overly lyrical writing
long introspection blocks
abstract moral commentary mid-scene
Use:
procedural clarity
short paragraphs under stress
sentence fragmentation in danger
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Show vs Tell (thriller version)
TELL (bad):
> She felt anxious about the file.
SHOW (good):
> She opened the file twice. Closed it. Opened it again. Did not read it.
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Dialogue Techniques (10 examples)
1. Understatement threat
> “That’s not a file you should be looking at.”
2. Corporate deflection
> “We’ve already escalated your concern.”
3. False reassurance
> “Everything is within acceptable variance.”
4. Power masking as politeness
> “Let’s not overcomplicate this.”
5. Controlled ambiguity
> “You’re interpreting the data too literally.”
6. Soft warning
> “People notice patterns where none exist.”
7. Authority shutdown
> “This conversation is now closed.”
8. Gaslighting bureaucratic tone
> “That version of events is not in our records.”
9. Friendly betrayal
> “I’m doing this to protect you.”
10. System voice (non-human feel)
> “Access has been adjusted.”
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Scene-Level Checklist
Before finishing any scene:
Did something irreversible change?
Did protagonist gain or lose access?
Did tension increase without explanation relief?
Did someone act with hidden knowledge?
Is there a hook into the next scene?
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Common Fix for Your Pacing Issue
Your problem is likely:
> “Idea escalation without scene-level escalation.”
Fix:
cut explanation paragraphs
end scenes earlier
introduce contradiction every 2–3 pages
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6. WRITING PRODUCTIVITY SYSTEM
Daily Writing Structure
10 min: review last scene for “tension leak”
5 min: define one irreversible event for today
60–90 min: draft scene fast (no editing)
10 min: write next scene hook only
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Pre-Scene Ritual
Before writing: Write one sentence:
> “By the end of this scene, the protagonist will lose/gain ____.”
If you can’t fill that blank → don’t write the scene yet.
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Revision Passes
Pass 1: Structure
remove slow scenes
ensure escalation every 2–5 scenes
Pass 2: Tension
tighten dialogue
remove explanation
shorten paragraphs
Pass 3: Voice
sharpen tone consistency
enforce thriller pacing rhythm
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Beta Reader Brief
Ask them:
Where did you feel you could stop reading?
Where did confusion increase (good) vs boredom (bad)?
When did you feel safest? (that’s a problem)
Did you trust the protagonist’s understanding too long?
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Query Letter Outline
Hook (1–2 sentences high concept)
Protagonist + stakes
Central twist (systemic laundering structure)
Comparable titles
Word count + genre
One-line thematic core
---
If you want next step:
I can turn this into:
a full chapter-by-chapter outline
or rewrite your first 3 scenes to fix pacing immediately
or design a “thriller scene engine” template you can reuse for every chapter
Just tell me.
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GPT-5.5
An AI-powered creative writing meta prompt designed to help fiction writers, authors, and storytellers develop compelling characters, rich world-building, tight plot structures, and distinctive prose styles for novels, short stories, and screenplays.
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