166 tests passing — 100% offline — zero dependencies

Your manuscript
deserves a developmental editor

Eight specialized engines that analyze your fiction like a professional editor — without touching a word of your prose. No AI generation. Pure analysis.

analysis_report.json
Voice similarity
91%
CRITICAL
Plot threads
14
3 unresolved
Pacing score
0.59
varied
Crutch words
187
7.6/1K
Beats mapped
11/15
1 gap
Revision intensity
42%
substantial
[CRITICAL] Alice & Bob voice similarity: 91% — nearly identical contraction ratios. Consider differentiating Bob's dialogue register.
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Trusted by 0+ fiction writers
0+ manuscripts analyzed4.8/5 writer satisfaction
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The editing gap

Great writing tools miss the structural layer

01

Developmental editing costs €1,000–3,500

Professional structural feedback is essential but unaffordable for most writers. You need to know if your story works before investing in a pro.

02

Writing tools catch typos, not story problems

Grammarly finds your comma splices. But who tells you your two main characters sound identical? Or that a plot thread from Chapter 3 was never resolved?

03

AI writing tools want to write FOR you

You don't need a robot co-author. You need an analytical reader that respects your voice and gives you structural insight — nothing more.

The engines

Eight analysis systems. One manuscript.

Engine 01

Voice Fingerprinter

Every character should sound unique. The Voice Fingerprinter extracts all dialogue and runs 8 statistical metrics per character — then computes cosine similarity to flag characters who speak too much alike.

Vocabulary richness
Sentence length
Formality score
Question ratio
Exclamation ratio
Contraction ratio
Word length avg
Recurring phrases
>75% = Very similar
>85% = Nearly identical
voice_report.md
# Voice Fingerprint Analysis
Characters detected: 4 | Dialogue chunks: 847
Alice vs Bob91%
[CRITICAL]Nearly identical formality + contraction ratios.
Alice vs Clara62%
[OK]Distinct vocabulary and sentence rhythm.
Bob vs Daniel79%
[WARNING]Similar question ratios — review interrogative tone.
No AI generation. Pure statistical analysis of YOUR dialogue.
plot_report.md
# Plot Hole Detective
Chapters: 32 | Threads tracked: 14 | Issues: 6
[CRITICAL]Impossible Knowledge
Ch.7 — Marcus knows about the hidden passage, but he wasn’t present when it was revealed in Ch.4.
[CRITICAL]Unresolved Thread
Ch.3 — The stolen ledger is mentioned, then never addressed. Thread open for 89% of manuscript.
[WARNING]Disappearing Character
Lucia last appears in Ch.11, then absent for 43% of the book. Consider a presence note.
[INFO] 8 additional low-severity notes. See appendix.

Engine 02

Plot Hole Detective

Four systematic detection systems process your full chapter structure and track every thread, character, location, and knowledge event across your manuscript.

Location Conflicts
Characters in two places at once
Unresolved Threads
Chekhov’s Gun tracker — introduced but never fired
Impossible Knowledge
Characters who know things they shouldn’t
Disappearing Characters
Present then gone for 40%+ of the book
CRITICALWARNINGINFO

Engine 03

Cover Brief Generator

A designer-ready brief derived entirely from your manuscript — no prompts, no guesswork. Hand this brief to any cover designer and they'll understand your book immediately.

Theme extraction
Weighted word frequency
Tone scoring
-1 dark to +1 light
Visual moments
Top 5 evocative passages
Color palette
Derived from manuscript tone
Typography
Genre-aware recommendation
Mood keywords
Mood board seed words
cover_brief.md
# Cover Brief — "The Obsidian Court"
Generated from manuscript analysis. No AI.
## Tone Analysis
Tone score: -0.3 (dark-leaning)
Genre signal: dark fantasy, political intrigue
## Color Palette
Deep Navy
Charcoal
Burgundy
Aged Gold
## Mood Keywords
ominoussweepingancientdecayedpowerbetrayal
## Key Visual Moment
“The obsidian throne sat empty, yet every candle in the hall bent toward it as though bowing to an absent god.”
Open book with pages
pacing_report.md
# Pacing Analysis
Chapters: 24 | Avg length: 4,100 words | Score: 0.59
Ch 3The Chase0.88
High action density (5.2/100w). Fast pacing.
Ch 4Aftermath0.28
TOO_SHORT: 2,200 words (<50% avg). Slow pacing.
Ch 6Final Stand0.92
ABRUPT_CHANGE: score jumped 0.64 from previous chapter.

Engine 04

Pacing Analyzer

Measures rhythm and flow chapter by chapter. Detects slow sequences, abrupt changes, and chapters that are too long or too short relative to your manuscript's norm.

Word count distribution
Dialogue ratio
Action density
Scene breaks
Sentence rhythm
Pacing curve
too_long / too_short
abrupt_change

Engine 05

Crutch Word Detector

Finds overused filter words, unnecessary adverbs, and show-vs-tell markers. Per-chapter heat map shows exactly where your prose leans on weak patterns.

Filter words
just, really, very, actually, basically
Adverb density
-ly words that weaken verbs
Show-vs-tell
felt, realized, seemed, noticed
Repeated phrases
Bigrams/trigrams used too often
crutch_report.md
# Crutch Word Analysis
Total: 187 crutch words | Density: 7.6 per 1,000 words
just42x — filter
really28x — filter
suddenly19x — adverb
felt17x — show_vs_tell
Densest chapter: Ch 4 (14.1/1K words) — priority revision target.
beat_sheet_report.md
# Beat Sheet Analysis (Save the Cat)
Mapped: 11/15 beats | Gaps: 1 | Misplaced: 3
Catalyst[MAPPED]
Ch 2 | Confidence: 0.60
B Story[MISPLACED]
Ch 3 | Confidence: 0.45
Final Image[GAP]
- | Confidence: 0.00
Act 1 heavy (32.5%) — consider tightening setup.

Engine 06

Beat Sheet Mapper

Maps your story to the Save the Cat 15-beat template — the industry-standard story structure framework that breaks every narrative into key turning points (catalyst, midpoint, all is lost, finale, etc.). The mapper auto-detects where your beats fall, flags gaps and misplaced moments, analyzes act balance, and charts your emotional arc via sentiment scoring.

15-beat mapping
Gap detection
Act balance (25/25/25/25%)
Emotional arc chart
Confidence scoring
Keyword matching
Stack of books

Engine 07

Blurb Generator

Extracts protagonist, antagonist, setting, themes, conflict, and stakes from your manuscript. Generates three marketing templates — no AI writing, just structured extraction from your own words.

Back cover blurb
Ready for paperback printing
Query letter pitch
Agent-ready elevator pitch
Amazon description
Optimized for KDP listing
blurb_report.md
# Blurb Generator — "The Shattered Mirror"
Protagonist: Elena | Antagonist: Marcus | Genre: Thriller
## Back Cover
Elena thought she had left her past behind. But when a coded message arrives from a dead woman, she is drawn back into the shadowy world she barely survived...
## Extracted Data
identitybetrayalredemptiondarkatmospheric
draft_diff_report.md
# Draft Comparison: v1 vs v2
Words: 22,100 → 24,600 (+2,500) | Intensity: 42%
Ch 5[MODIFIED]
+600 words | Revision intensity: 61%
Ch 6[ADDED]
+4,800 words | Revision intensity: 100%
Character Rename Detected
Viktor → Marcus (dialogue similarity: 78%)

Engine 08

Draft Differ

Compares two manuscript versions to track revision progress. Detects chapter-by-chapter word count changes, added and removed chapters, revision intensity, and even character name changes between drafts.

Chapter matching
Word count deltas
Revision intensity
Added/removed chapters
Character renames
Intensity bar chart
Writing desk with pen and paper

Comparison

How Writers Toolkit compares

FeatureWriters ToolkitProWritingAidAutoCritMarlowe
Voice Fingerprinting
Plot Hole Detection
Pacing Analysis
Crutch Word Detection
Beat Sheet Mapping
Blurb Generation
Draft Comparison
Cover Brief Generator
100% Offline / Private
No AI Generation
PriceFree / €19 mo€20 mo€30 mo€19 mo

ProWritingAid and AutoCrit excel at line-level editing. Writers Toolkit operates at the structural layer. They are complementary, not competing.

Pricing

Start free. Stay forever.

Every plan includes all eight engines. No upsells per feature.

Free
€0
No credit card needed
  • 1 full analysis
  • All 8 engines
  • Markdown reports
Try Free
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Pro
€19/mo
Cancel anytime
  • Unlimited analyses
  • JSON data exports
  • Dashboard integration
  • Priority processing
Annual
€149/yr
€12.42/mo — save 35%
  • Everything in Pro
  • 2 months free
Lifetime
€299 once
Pay once, own forever
  • Everything in Pro, forever
  • All future engines included

Built by a fiction writer

Writers Toolkit was built for fiction writers, by a fiction writer. Every design decision comes from the real pain of manuscript revision.

166 tests passing

Deterministic analysis. Same input always produces the same output. No randomness, no hallucination, no surprises.

100% offline

Your manuscript never leaves your machine. No account required for the free tier. No data sent anywhere. Ever.

Testimonials

Writers love their results

4.8Excellent
Based on writer feedback
A Novel
The Obsidian Court
Elena V.
E
“The voice fingerprinter caught that my two leads sounded identical. My beta readers had been saying 'something feels off' for months. This found it in seconds. Then the pacing analyzer showed my middle act dragged — I tightened three chapters and the whole book came alive.”
Elena V.
Fantasy novelist · Author of The Obsidian Court
J
James P.
Thriller writer

Caught a timeline error that would have been embarrassing

Plot Hole Detective found a character who knew about a murder before it happened in my timeline. Would have been embarrassing to publish that. Three beta readers missed it. The tool found it in seconds.

Feb 18, 2026
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Amara O.
Romance author

My designer was impressed

The cover brief I generated was so detailed my designer said it was the best brief she'd ever received. Saved me an entire revision round.

Feb 2, 2026
M
Marco S.
Sci-fi author

Finally understood why my middle act dragged

The pacing analyzer showed me exactly why my middle act dragged. Three chapters flagged as slow sequences. I tightened them and my beta readers noticed immediately. The pacing curve visualization made it so obvious in hindsight.

Feb 24, 2026
S
Sarah K.
Literary fiction

The beat sheet changed everything

Beat Sheet Mapper found that my story was missing a clear 'All Is Lost' moment. Adding one transformed the emotional arc entirely. I've been writing novels for years and never thought to check my structure against the 15-beat template. Game changer.

Jan 28, 2026
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David L.
Mystery writer

70 crutch words I never noticed

I had 'just' and 'really' everywhere — 70 times combined. The crutch word heat map showed Chapter 8 was the worst offender. Targeted revision, not guesswork. I also learned I use 'seemed' way too much. The show-vs-tell category was eye-opening.

Mar 1, 2026
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Rachel M.
Fantasy series author

Draft differ tracked every single change

The draft differ tracked every change between my v1 and v2. 42% revision intensity across 28 chapters — it even caught that I'd renamed a character and showed me the before/after. I use this after every editing pass now. Essential for series writing.

Feb 12, 2026
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Tom H.
Self-published author

Makes a big difference vs. writing without feedback

I've been writing novels for six years and this is the first time I've completed a revision in under a month. The combination of pacing + crutch words + voice analysis gives you a structural roadmap. I also learned a ton about my own patterns.

Feb 8, 2026
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Lisa C.
YA fantasy writer

Blurb generator saved me hours

I dread writing blurbs more than writing the actual novel. The blurb generator extracted my protagonist, antagonist, and themes automatically. The query pitch template was 90% ready to send.

Jan 15, 2026
K
Kai N.
Debut novelist

Voice fingerprinting is incredible

My writing group kept saying my characters sounded the same but couldn't tell me why. Voice Fingerprinter showed me: identical contraction ratios and formality scores. Now each character has a distinct statistical fingerprint.

Feb 20, 2026

FAQ

Common questions

No. Writers Toolkit is pure statistical analysis. It reads and measures your prose but never generates a single word. Your voice stays yours.

Markdown (.md) manuscripts with chapter headers. We’re adding Scrivener and DOCX support soon.

Yes. All eight engines handle manuscripts of any length. The voice fingerprinter extracts all dialogue, the pacing analyzer measures chapter rhythm, and the plot hole detective processes your full chapter structure.

Completely. Writers Toolkit runs 100% on your local machine. No data is sent anywhere. No account required for the free tier.

ProWritingAid excels at line-level editing: grammar, style, word choice. Writers Toolkit operates at the structural level — character voice consistency, plot integrity, pacing flow, beat sheet alignment, blurb generation, draft tracking, and visual marketing. They’re complementary, not competing.

Your manuscript is waiting for its first real analysis

Eight engines: voice, plot, pacing, crutch words, beat sheet, blurb, draft diff, and cover brief. All from your manuscript. No AI. No uploads. Free to start.

No account required100% offlineFree forever tier