NC Bench
Overview
About
Tests
Models
Vendors
Compare
Run: 2026-02-24-01KJ8WA2ATNBF0GVEYTBGQYFB6
Run Details
Model:
Claude Sonnet 4.6 (Reasoning)
Test:
Bad Writing Habits
Scenario:
Literary fiction: old friends reunite
Duration:
1m 40s
Cost:
$0.106110
Provider:
Amazon Bedrock
Evaluation summary
Score
Evaluator
Details Link
98.31%
Adverbs in dialogue tags
(details)
72.04%
AI-ism adverb frequency
(details)
80.00%
AI-ism character names
(details)
100.00%
AI-ism location names
(details)
72.04%
AI-ism word frequency
(details)
100.00%
Cliché density
(details)
100.00%
Emotion telling (show vs. tell)
(details)
100.00%
Filter word density
(details)
100.00%
Gibberish response detection
(details)
100.00%
Markdown formatting overuse
(details)
100.00%
Missing dialogue indicators (quotation marks)
(details)
0.00%
Name drop frequency
(details)
100.00%
Narrator intent-glossing
(details)
100.00%
"Not X but Y" pattern overuse
(details)
100.00%
Overuse of "that" (subordinate clause padding)
(details)
100.00%
Paragraph length variance
(details)
94.18%
Passive voice overuse
(details)
0.00%
Past progressive (was/were + -ing) overuse
(details)
100.00%
Em-dash & semicolon overuse
(details)
100.00%
Purple prose (modifier overload)
(details)
100.00%
Repeated phrase echo
(details)
100.00%
Sentence length variance
(details)
69.23%
Sentence opener variety
(details)
81.30%
Adverb-first sentence starts
(details)
100.00%
Pronoun-first sentence starts
(details)
45.37%
Subject-first sentence starts
(details)
0.00%
Subordinate conjunction sentence starts
(details)
100.00%
Technical jargon density
(details)
100.00%
Useless dialogue additions
(details)
100.00%
Dialogue tag variety (said vs. fancy)
(details)
83.7492%
Overall
Model input
System
You are an expert and award-winning novel writer in the dark Literary Fiction genre. Your readers are hooked on your stories and can't wait to read the book you have in store. <important> - MUST: Start each chapter in medias res (in the middle of action). AVOID talking about the weather, time of day, the position of the sun, or other boring stuff. - The instructions/summary are just a that, a summary. Feel free to add details, stretch sections and add interesting transitions/descriptions/fillers. - When called for it, have fast-paced action, but otherwise take things slow. This is an experience, and not for people with short attention spans. Enjoy the wine, not slurp Red Bull. - Add descriptions when transitioning places/times/etc, or when coming by new places (e.g. a corner shop, a cafe, etc.). But remember: NOT at the start or end of a chapter. - MUST: AVOID ending in internal monologue, reminiscing or waiting for the next day. A good chapter end is when we're ending right when shit hits the fan. We want to have the reader be excited for what comes next. So no reminiscing, contemplating or summarizing the day. It's popcorn time! </important>
User/Human
Take into account the following glossary of characters/locations/items/lore... when writing your response: <codex> <character id="4412" name="Aurora Carter" aliases="Rory, Laila, Aurora, Carter, Malphora" pronouns="she/her" species="Human" storyRole="Protagonist"> <eyeColor>bright blue</eyeColor> <hair>straight shoulder-length black</hair> <height>5'6"</height> <age>25</age> <scar>small crescent-shaped scar on her left wrist from a childhood accident</scar> <description>Aurora, referred to by her friends as Rory, is cool-headed, intelligent, and known for quick out-of-the-box thinking.</description> <backstory>Born in Cardiff to an Irish barrister father (Brendan Carter) and Welsh teacher mother (Jennifer Carter née Ellis), Rory reluctantly pursued Pre-Law at Cardiff University. She fled to London at the behest of her childhood friend Eva after leaving an abusive ex named Evan. By day, Rory works part-time as a delivery person for Yu-Fei Cheung's Golden Empress restaurant. She lives in a flat above Silas' bar.</backstory> </character> <character id="4413" name="Silas Blackwood" aliases="Silas, Si, the Spymaster" pronouns="he/him" species="Human" storyRole="Mentor"> <eyeColor>hazel</eyeColor> <hair>grey-streaked auburn</hair> <height>6'1"</height> <age>58</age> <beard>neatly trimmed, matching his grey-streaked auburn hair</beard> <limp>slight limp in his left leg from an old knee injury</limp> <signetRing>silver signet ring, always worn on his right hand</signetRing> <description>Silas is a retired intelligence operative turned bar owner. He carries himself with quiet authority.</description> <backstory>Former MI6 field agent who retired after a botched operation in Prague left him with a permanent knee injury. He opened "The Raven's Nest" bar in Soho as a front for his network of contacts.</backstory> </character> <location id="854" name="The Raven's Nest" aliases="the Nest, Raven, Silas' bar" realm="Earth"> <signColor>distinctive green neon sign above the entrance</signColor> <secretRoom>hidden back room accessible through a bookshelf, used for clandestine meetings</secretRoom> <description>A dimly lit bar in Soho, London. The walls are covered with old maps and black-and-white photographs.</description> </location> </codex> <proseGuidelines> <styleGuide> - Write in past tense and use British English spelling and grammar - Keep a Flesch reading ease score of 60 - Respect the the Royal Order of Adjectives: The order is: opinion, size, age, shape, color, origin, material, purpose, followed by the noun itself (e.g., "a lovely little old rectangular green French silver whittling knife") - Respect the ablaut reduplication rule (e.g. tick-tock, flip-flop) - Write in active voice - Passive voice: <bad>The book was read by Sarah.</bad> - Active voice: <good>Sarah read the book.</good> - Reduce the use of passive verbs - <bad>For a moment, I was tempted to throw in the towel.</bad> - <good>For a moment, I felt tempted to throw in the towel.</good> - Avoid misplaced modifiers that can cause confusion when starting with "-ing" words: - <bad>Considering going to the store, the empty fridge reflected in Betty's eyes.</bad> - <good>Betty stared into the empty fridge. It was time to go to the store.</good> - Avoid redundant adverbs that state the obvious meaning already contained in the verb: - <bad>She whispered quietly to her mom.</bad> - <good>She whispered to her mom.</good> - Use stronger, more descriptive verbs over weak ones: - <bad>Daniel drove quickly to his mother's house.</bad> - <good>Daniel raced to his mother's house.</good> - Omit adverbs that don't add solid meaning like "extremely", "definitely", "truly", "very", "really": - <bad>The movie was extremely boring.</bad> - <good>The movie was dull.</good> - Use adverbs to replace clunky phrasing when they increase clarity: - <bad>He threw the bags into the corner in a rough manner.</bad> - <good>He threw the bags into the corner roughly.</good> - Avoid making simple thoughts needlessly complex: - <bad>After I woke up in the morning the other day, I went downstairs, turned on the stove, and made myself a very good omelet.</bad> - <good>I cooked a delicious omelet for breakfast yesterday morning.</good> - Never backload sentences by putting the main idea at the end: - <bad>I decided not to wear too many layers because it's really hot outside.</bad> - <good>It's sweltering outside today, so I dressed light.</good> - Omit nonessential details that don't contribute to the core meaning: - <bad>It doesn't matter what kind of coffee I buy, where it's from, or if it's organic or not—I need to have cream because I really don't like how the bitterness makes me feel.</bad> - <good>I add cream to my coffee because the bitter taste makes me feel unwell.</good> - Always follow the "show, don't tell" principle. For instance: - Telling: <bad>Michael was terribly afraid of the dark.</bad> - Showing: <good>Michael tensed as his mother switched off the light and left the room.</good>- Telling: <bad>I walked through the forest. It was already Fall, and I was getting cold.</bad> - Showing: <good>Dry orange leaves crunched under my feet. I pulled my coat's collar up and rubbed my hands together.</good>- Add sensory details (sight, smell, taste, sound, touch) to support the "showing" (but keep an active voice) - <bad>The room was filled with the scent of copper.</bad> - <good>Copper stung my nostrils. Blood. Recent.</good> - Use descriptive language more sporadically. While vivid descriptions are engaging, human writers often use them in bursts rather than consistently throughout a piece. When adding them, make them count! Like when we transition from one location to the next, or someone is reminiscing their past, or explaining a concept/their dream... - Avoid adverbs and clichés and overused/commonly used phrases. Aim for fresh and original descriptions. - Avoid writing all sentences in the typical subject, verb, object structure. Mix short, punchy sentences with long, descriptive ones. Drop fill words to add variety. Like so: <good>Locked. Seems like someone doesn't want his secrets exposed. I can work with that.</good> - Convey events and story through dialogue. It is important to keep a unique voice for every character and make it consistent. - Write dialogue that reveals characters' personalities, motivations, emotions, and attitudes in an interesting and compelling manner - Leave dialogue unattributed. If needed, only use "he/she said" dialogue tags and convey people's actions or face expressions through their speech. Dialogue always is standalone, never part of a paragraph. Like so: - <bad>"I don't know," Helena said nonchalantly, shrugging her shoulders</bad> - <good>"No idea" "Why not? It was your responsibility"</good> - Avoid boring and mushy dialog and descriptions, have dialogue always continue the action, never stall or include unnecessary fluff. Vary the descriptions to not repeat yourself. Avoid conversations that are just "Let's go" "yes, let's" or "Are you ready?" "Yes I'm ready". Those are not interesting. Think hard about every situtation and word of text before writing dialogue. If it doesn't serve a purpose and it's just people talking about their day, leave it. No one wants to have a normal dinner scene, something needs to happen for it to be in the story. Words are expensive to print, so make sure they count! - Put dialogue on its own paragraph to separate scene and action. - Use body language to reveal hidden feelings and implied accusations- Imply feelings and thoughts, never state them directly - NEVER use indicators of uncertainty like "trying" or "maybe" - NEVER use em-dashes, use commas for asides instead </styleGuide> <voiceGuide> Each character in the story needs to have distinct speech patterns: - Word choice preferences - Sentence length tendencies - Cultural/educational influences - Verbal tics and catchphrases Learn how each person talks and continue in their style, and use their Codex entries as reference. <examples> - <bad>"We need to go now." "Yes, we should leave." "I agree."</bad> <good>"Time's up." "Indeed, our departure is rather overdue." "Whatever, let's bounce."</good> - Power Dynamic Example: <bad> "We need to discuss the contract." "Yes, let's talk about it." "I have concerns." </bad> <good> "A word about the contract." "Of course, Mr. Blackwood. Whatever you need." "The terms seem..." A manicured nail tapped the desk. "Inadequate." "I can explain every-" "Can you?" </good> </examples> </voiceGuide> <dialogueFlow> When writing dialogue, consider that it usually has a goal in mind, which gives it a certain flow. Make dialogue sections also quite snappy in the back and forth, and don't spread the lines out as much. It's good to have details before, after, or as a chunk in-between, but we don't want to have a trail of "dialogue breadcrumbs" spread throughout a conversation. <examples> - Pattern 1 - Question/Deflection/Revelation: <good> "Where were you last night?" "Work. The usual." "Lipstick's an interesting shade for spreadsheets." </good> - Pattern 2 - Statement/Contradiction/Escalation: <good> "Your brother's clean." "Tommy doesn't touch drugs." "I'm holding his tox screen." </good> - Pattern 3 - Observation/Denial/Truth: <good> "That's a new watch." "Birthday gift." "We both know what birthdays mean in this business." </good> - Example - A Simple Coffee Order: <bad> "I'll have a coffee." "What size?" "Large, please." </bad> <good> "Black coffee.""Size?""Large. Been a long night." "That bodega shooting?" "You watch too much news." "My brother owns that store." </good> This short exchange: - Advances plot (reveals connection to crime) - Shows character (cop working late) - Creates tension (unexpected connection) - Sets up future conflict (personal stake) - Example - Dinner Scene: <bad> "Pass the salt." "Here you go." "Thanks." </bad> <good> "Salt?" "Perfect as is. Mother's recipe." "Mother always did prefer... bland things." "Unlike your first wife?" </good> - Example - Office Small Talk: <bad> "Nice weather today." "Yes, very nice." "Good for golf." </bad> <good> "Perfect golf weather." "Shame about your membership." "Temporary suspension. Board meets next week." "I know. I called the vote." </good> </examples> </dialogueFlow> <subtextGuide> - Layer dialogue with hidden meaning: <bad>"I hate you!" she yelled angrily.</bad> <good>"I made your favorite dinner." The burnt pot sat accusingly on the stove.</good> - Create tension through indirect communication: <bad>"Are you cheating on me?"</bad> <good>"Late meeting again?" The lipstick stain on his collar caught the light.</good> <examples> - Example 1 - Unspoken Betrayal: <bad> "Did you tell them about our plans?" "No, I would never betray you." "I don't believe you." </bad> <good> "Funny. Johnson mentioned our expansion plans today." "The market's full of rumors." "Mentioned the exact numbers, actually." The pen in his hand snapped. </good> - Example 2 - Failed Marriage: <bad> "You're never home anymore." "I have to work late." "I miss you." </bad> <good> "Your dinner's in the microwave. Again." "Meetings ran long." "They always do." She folded the same shirt for the third time. </good> - Example 3 - Power Struggle: <bad> "You can't fire me." "I'm the boss." "I'll fight this." </bad> <good> "That's my father's nameplate you're sitting behind." "Was." "The board meeting's on Thursday." </good> </examples> </subtextGuide> <sceneDetail> While writing dialogue makes things more fun, sometimes we need to add detail to not have it be a full on theatre piece. <examples> - Example A (Power Dynamic Scene) <good> "Where's my money?" The ledger snapped shut. "I need more time." "Interesting." He pulled out a familiar gold pocket watch. My mother's. "Time is exactly what you bargained with last month." "That was different-" "Was it?" The watch dangled between us. "Four generations of O'Reillys have wound this every night. Your mother. Your grandmother. Your great-grandmother.Shall we see who winds it next?" </good> - Example B (Action Chase) It's much better to be in the head of the character experiencing it, showing a bit of their though-process, mannerisms and personality: <good> Three rules for surviving a goblin chase in Covent Garden: Don't run straight. Don't look back. Don't let them herd you underground. I broke the first rule at Drury Lane. Rookie mistake. The fruit cart I dodged sailed into the wall behind me. Glass shattered. Someone screamed about insurance. *Tourist season's getting rough*, the scream seemed to say. Londoners adapt fast. "Oi! Market's closed!" The goblin's accent was pure East End. They're evolving. Learning. I spotted the Warren Street tube station sign ahead. *Shit.* There went rule three. </good> - Example C (Crime Scene Investigation) <good> "Greek." Davies snapped photos of the symbols. "No, wait. Reverse Greek." "Someone's been watching too many horror films." I picked up a receipt from the floor. Occult supply shop in Camden. Paid by credit card. *Amateur hour*. "Could be dangerous though," Davies said. "Remember Bristol?" "Bristol was Sanskrit. And actual cultists." I pointed to the nearest symbol. "This genius wrote 'darkness' backwards but used a Sigma instead of an S. It's summoning Instagram followers at best." "Speaking of followers..." Davies pointed to heavy foot traffic in the dust. Multiple sets. All new trainers. *Ah.* "Anyone check local uni paranormal societies?" </good> - Example D (Dialogue-heavy) <good> "Found your card in her wallet." The detective slid it across the table. Worn edges. Folded corner. Three years old at least. "Standard practice. I work missing persons." "Funny thing about missing persons.Eventually they stop being missing. Turn up in the Thames. Under motorways. In pieces." "I don't-" "You found four last year. All breathing." She opened a file. "This would've been your first dead one. If we hadn't found her first." The card felt heavier somehow. </good> </examples> </sceneDetail> <sceneOpenings> KEY RULE: Never open with more than one paragraph of description, no matter how beautiful. Description should be earned through action and dialogue. Instead of opening with setting description, open with: - A character doing something specific - A line of dialogue that raises questions - An unexpected observation - A moment of tension or conflict - Start with a hook that's 1-2 sentences maximum - Follow with a smaller paragraph that provides immediate context - Vary paragraph size from the start to create visual interest </sceneOpenings> </proseGuidelines> Write a chapter based on the following instructions: <instructions> Write a fully fleshed out scene of at least 1000 words in the literary fiction genre. Two old friends who haven't seen each other in years run into each other unexpectedly at a bar. One of them has changed significantly. Through their conversation and the tension between who they were and who they've become, reveal the weight of time and unspoken regret. Use the codex entries above as your world reference for characters and setting. Only include the prose of the scene without any markdown or commentary. </instructions>
Model response
Messages
Meta
AI
The delivery bag hit the
floor with a
familiar
thud, and Rory dropped onto the barstool beside it, jacket still on. "Done?"
Silas set a pint glass
on the counter without
being asked
.
The amber liquid caught the
dim light from the old brass fixture above. "Last run."
She wrapped both hands around
the glass.
That was when the door
opened. Most people who walked into the Raven's Nest did so with purpose, heads down, knowing exactly where they
were going
.
This woman stood in the
doorway and looked around the way you looked at a room you hadn't been in since childhood, mapping the distance between what you remembered and what was actually there. Megan Ellis. Three years, two months, and some number of days.
Rory set her pint down
before she could drop it. Meg hadn't changed. That was the first thought. Then Rory looked again.
The Cardiff University hoodie was
gone, replaced by a fitted charcoal blazer.
Her copper hair, once a
permanent disaster, sat in a clean knot at the base of her neck. But the way she
scanned
a room, shoulders
slightly
forward, chin up, that was exactly the same.
Rory used to call it
her barrister pose.
Meg had laughed and called
it self-preservation. Their eyes met.
The walk across the bar
took roughly four seconds. Rory counted. "I swear to God." Meg stopped two feet away, hand pressed flat to her sternum. "I thought I was imagining things." "You're here for the conference?" "The Strand Chambers one, yes." Meg's eyes swept over her, the jacket, the helmet hair, the delivery bag at her feet. "And you're..." "Working." A breath. Then Meg pulled her in, arms tight around her shoulders, and Rory felt the
familiar
pull of something old and warm before she remembered to be careful about warm things. "It's good to see you."
She meant it, and hated
how much she meant it.
They settled at the corner
table with fresh drinks that Silas brought without comment. The bar hummed around them, low music and low voices, and Rory watched Meg's eyes drift over the old maps and black-and-white photographs on the walls. "Strange place." "It's home." Meg looked back at her. "Right." A pause. "You live here." "Above." "Above a bar." "It's Soho. People live in worse." Meg wrapped her fingers around her wine glass and smiled, but it didn't
quite reach her eyes
. "Aurora Carter. Delivering food and living above a bar." Rory recognised the cadence.
Her father used it the
same way when he listed disappointments.
She took a measured sip
of her pint. "So. Junior solicitor," she said. Something in Meg's posture eased. Safe ground reached. "Nearly two years now. Blake and Hutchins, Cardiff. Criminal defence mostly."
She shook her head
. "I never thought I'd enjoy it. Turns out I'm quite good at arguing my client definitely didn't do it." "You were always good at that." A real smile this time. "Remember the Aberystwyth road trip? When I convinced that landlord we'd already paid?" "We hadn't." "He didn't know that." Rory laughed, small and sudden, and Meg relaxed back into her chair like something had
been confirmed
.
They talked the way old
friends talked when they
were still testing
the ice, Cardiff gossip, mutual acquaintances who had married or moved or dropped off the face of the earth. The conversation skated clean over the surface of things. "Jamie
Chen
got into Oxford," Meg said. "Masters in International Law." "Jamie
Chen
failed Evidence three times." "His uncle donated a library." Meg tilted her wine glass. "Funny how that works." The bar settled into a quieter rhythm around them. Silas disappeared through the back, and the barman, a young Romanian man named Corin, took over the counter. Rory peeled the edge of the beer mat with her thumbnail. "I looked for you," Meg said. "After." The beer mat tore clean in two. "I know." "Do you?" Meg's voice stayed level, but her jaw had tightened. "Because I called. For three months I called. I came by your parents' house. Your mother told me you'd moved to London and that you were fine, and that was it. That was all she'd say."
She turned the wine glass
slowly
in her hands. "You were my best friend. Three months after you disappeared, I sat my second-year finals without you beside me for the first time since we were eleven. And you were fine." Rory looked at the torn beer mat. "I'm sorry." "I know that too." Meg's voice softened at the edges but held its shape. "I accepted it eventually. I just." She stopped. Picked up her glass. Put it down again without drinking. "I had to invent a version of events in my head because you didn't give me one. I don't even know if the version I invented is close." Rory thought about what kind of version Meg might have invented.
She hoped it was far
off. "It needed to be clean,"
she said carefully
. "The break. It needed to be clean, and if I'd started explaining, it wouldn't have been." Meg studied her for a long moment. The intelligence behind her eyes had always made her both the best and worst person to know.
She saw more than she
said, always had. "Was it him?" Rory held
very
still. "You don't have to answer," Meg said
quickly
. "I've wondered. I've thought about the timeline. You two stopped coming to things together, and then you stopped coming to things. And then you were just."
She opened one hand, palm
up. "Gone." Rory turned her glass in a slow circle on the table. Outside, a bus rumbled past and
vibrated
the window in its frame. "Don't let it take up space in your head,"
she said finally
. "It's over." "You sure about that?" The question landed oddly. Rory looked up. Something in Meg's face had shifted, a small tightening around her eyes. "About a month ago," Meg said, and stopped.
She reached into her blazer
pocket, set her phone on the table face down, then changed her mind and turned it face up. A work event, catered, suited people with name badges. Meg pointing at the camera with a grin. Rory recognised the man standing at her shoulder before she registered his name badge. Evan. Two years older, a business suit, the particular easy smile he used on strangers. Her chest pulled tight. "He's doing his LPC," Meg said. "Started at Blake and Hutchins last month. Apparently Cardiff's full of small worlds." Rory said nothing. "He asked about you." Meg's voice was careful, level. "Said he hoped you'd found what you
were looking
for." The bite of it was in the phrasing. Found what you
were looking
for.
She could hear his voice
in it
perfectly
, the particular
warmth
he layered over everything sharp. There was a time she'd
believed that warmth
was real. "Rory."
She pulled her eyes from
the phone. "He's my colleague," Meg said. "I thought you should know before you heard some other way." Rory looked at the photo again. Evan with one hand resting on Meg's shoulder, easy and casual, the way he rested hands on people. Like he
was steadying
them. Like he
was making
sure they stayed put.
She picked up her pint
glass and finished it in one long pull, set it
carefully
back on the table, and met Meg's eyes. "What's his extension?" Meg blinked. "At the office," Rory said. "What's his extension number."
created_at
"2026-02-24T22:28:55.269Z"
2/24/2026, 10:28:55 PM
model
"anthropic/claude-4.6-sonnet-20260217"
app_id
182717
external_user
(null)
streamed
true
cancelled
false
latency
756
moderation_latency
153
generation_time
98993
tokens_prompt
4618
tokens_completion
3405
native_tokens_prompt
4735
native_tokens_completion
6127
native_tokens_completion_images
(null)
native_tokens_reasoning
1512
native_tokens_cached
0
num_media_prompt
(null)
num_input_audio_prompt
(null)
num_media_completion
0
num_search_results
(null)
origin
"https://ncbench.com/"
is_byok
false
finish_reason
"stop"
native_finish_reason
"stop"
usage
0.10611
router
(null)
provider_responses
0
endpoint_id
"83d802cb-44f2-45a0-a9d5-cb9bf79777c8"
id
"ea930298-c8cc-446e-8d08-8822e5e3f740"
is_byok
false
latency
732
model_permaslug
"anthropic/claude-4.6-sonnet-20260217"
provider_name
"Amazon Bedrock"
status
200
api_type
"completions"
id
"gen-1771972135-rk1f56b4eya9AVeF35om"
upstream_id
"ea930298-c8cc-446e-8d08-8822e5e3f740"
total_cost
0.10611
cache_discount
(null)
upstream_inference_cost
0
provider_name
"Amazon Bedrock"
Evaluation details
Result
Evaluator
Details
Meta Data
98.31%
Adverbs in dialogue tags
Target: ≤10% dialogue tags with adverbs
totalTags
22
adverbTagCount
3
adverbTags
0
"she said carefully [carefully]"
1
"Meg said quickly [quickly]"
2
"she said finally [finally]"
dialogueSentences
59
tagDensity
0.373
leniency
0.746
rawRatio
0.136
effectiveRatio
0.102
72.04%
AI-ism adverb frequency
Target: <2% AI-ism adverbs (58 tracked)
wordCount
1252
totalAiIsmAdverbs
7
found
0
adverb
"slightly"
count
1
1
adverb
"slowly"
count
1
2
adverb
"carefully"
count
2
3
adverb
"very"
count
1
4
adverb
"quickly"
count
1
5
adverb
"perfectly"
count
1
highlights
0
"slightly"
1
"slowly"
2
"carefully"
3
"very"
4
"quickly"
5
"perfectly"
80.00%
AI-ism character names
Target: 0 AI-default names (16 tracked, −20% each)
codexExemptions
0
"Blackwood"
found
0
"Chen"
100.00%
AI-ism location names
Target: 0 AI-default location names (33 tracked, −20% each)
codexExemptions
(empty)
found
(empty)
72.04%
AI-ism word frequency
Target: <2% AI-ism words (290 tracked)
wordCount
1252
totalAiIsms
7
found
0
word
"familiar"
count
2
1
word
"scanned"
count
1
2
word
"measured"
count
1
3
word
"vibrated"
count
1
4
word
"warmth"
count
2
highlights
0
"familiar"
1
"scanned"
2
"measured"
3
"vibrated"
4
"warmth"
100.00%
Cliché density
Target: ≤1 cliche(s) per 800-word window
totalCliches
0
maxInWindow
0
found
(empty)
highlights
(empty)
100.00%
Emotion telling (show vs. tell)
Target: ≤3% sentences with emotion telling
emotionTells
0
narrationSentences
95
matches
(empty)
100.00%
Filter word density
Target: ≤3% sentences with filter/hedge words
filterCount
0
hedgeCount
0
narrationSentences
95
filterMatches
(empty)
hedgeMatches
(empty)
100.00%
Gibberish response detection
Target: ≤1% gibberish-like sentences (hard fail if a sentence exceeds 800 words)
analyzedSentences
130
gibberishSentences
0
adjustedGibberishSentences
0
longSentenceCount
0
runOnParagraphCount
0
giantParagraphCount
0
wordSaladCount
0
repetitionLoopCount
0
controlTokenCount
0
maxSentenceWordsSeen
45
ratio
0
matches
(empty)
100.00%
Markdown formatting overuse
Target: ≤5% words in markdown formatting
markdownSpans
0
markdownWords
0
totalWords
1252
ratio
0
matches
(empty)
100.00%
Missing dialogue indicators (quotation marks)
Target: ≤10% speech attributions without quotation marks
totalAttributions
16
unquotedAttributions
0
matches
(empty)
0.00%
Name drop frequency
Target: ≤1.0 per-name mentions per 100 words
totalMentions
58
wordCount
865
uniqueNames
11
maxNameDensity
3.12
worstName
"Meg"
maxWindowNameDensity
4.5
worstWindowName
"Meg"
discoveredNames
Rory
19
Raven
1
Nest
1
Ellis
1
Cardiff
2
University
1
Meg
27
Silas
3
Romanian
1
Corin
1
Picked
1
persons
0
"Rory"
1
"Nest"
2
"Ellis"
3
"Meg"
4
"Silas"
5
"Corin"
6
"Picked"
places
0
"Raven"
1
"Cardiff"
globalScore
0
windowScore
0.167
100.00%
Narrator intent-glossing
Target: ≤2% narration sentences with intent-glossing patterns
analyzedSentences
59
glossingSentenceCount
1
matches
0
"quite reach her eyes"
100.00%
"Not X but Y" pattern overuse
Target: ≤1 "not X but Y" per 1000 words
totalMatches
0
per1kWords
0
wordCount
1252
matches
(empty)
100.00%
Overuse of "that" (subordinate clause padding)
Target: ≤2% sentences with "that" clauses
thatCount
1
totalSentences
130
matches
0
"believed that warmth"
100.00%
Paragraph length variance
Target: CV ≥0.5 for paragraph word counts
totalParagraphs
70
mean
17.89
std
17.78
cv
0.994
sampleLengths
0
21
1
25
2
9
3
6
4
54
5
11
6
10
7
74
8
3
9
11
10
21
11
5
12
23
13
1
14
32
15
15
16
40
17
2
18
2
19
11
20
1
21
3
22
6
23
26
24
23
25
5
26
42
27
6
28
18
29
2
30
4
31
17
32
40
33
11
34
6
35
14
36
38
37
7
38
7
39
2
40
87
41
7
42
2
43
60
44
17
45
24
46
32
47
3
48
4
49
41
94.18%
Passive voice overuse
Target: ≤2% passive sentences
passiveCount
3
totalSentences
95
matches
0
"being asked"
1
"was gone"
2
"been confirmed"
0.00%
Past progressive (was/were + -ing) overuse
Target: ≤2% past progressive verbs
pastProgressiveCount
5
totalVerbs
157
matches
0
"were going"
1
"were still testing"
2
"were looking"
3
"was steadying"
4
"was making"
100.00%
Em-dash & semicolon overuse
Target: ≤2% sentences with em-dashes/semicolons
emDashCount
0
semicolonCount
0
flaggedSentences
0
totalSentences
130
ratio
0
matches
(empty)
100.00%
Purple prose (modifier overload)
Target: <4% adverbs, <2% -ly adverbs, no adj stacking
wordCount
868
adjectiveStacks
0
stackExamples
(empty)
adverbCount
33
adverbRatio
0.038018433179723504
lyAdverbCount
12
lyAdverbRatio
0.013824884792626729
100.00%
Repeated phrase echo
Target: ≤20% sentences with echoes (window: 2)
totalSentences
130
echoCount
0
echoWords
(empty)
100.00%
Sentence length variance
Target: CV ≥0.4 for sentence word counts
totalSentences
130
mean
9.63
std
7.92
cv
0.822
sampleLengths
0
21
1
12
2
13
3
9
4
6
5
20
6
34
7
2
8
9
9
10
10
3
11
5
12
4
13
12
14
18
15
17
16
8
17
7
18
3
19
9
20
2
21
15
22
6
23
5
24
21
25
2
26
1
27
2
28
30
29
15
30
14
31
26
32
2
33
2
34
5
35
3
36
3
37
1
38
3
39
6
40
17
41
9
42
4
43
11
44
8
45
5
46
5
47
3
48
15
49
19
69.23%
Sentence opener variety
Target: ≥60% unique sentence openers
consecutiveRepeats
5
diversityRatio
0.43846153846153846
totalSentences
130
uniqueOpeners
57
81.30%
Adverb-first sentence starts
Target: ≥3% sentences starting with an adverb
adverbCount
2
totalSentences
82
matches
0
"Then Rory looked again."
1
"Then Meg pulled her in,"
ratio
0.024
100.00%
Pronoun-first sentence starts
Target: ≤30% sentences starting with a pronoun
pronounCount
20
totalSentences
82
matches
0
"She wrapped both hands around"
1
"Her copper hair, once a"
2
"Their eyes met."
3
"She meant it, and hated"
4
"They settled at the corner"
5
"Her father used it the"
6
"She took a measured sip"
7
"She shook her head"
8
"They talked the way old"
9
"She turned the wine glass"
10
"She hoped it was far"
11
"she said carefully"
12
"She saw more than she"
13
"She opened one hand, palm"
14
"she said finally"
15
"She reached into her blazer"
16
"Her chest pulled tight."
17
"She could hear his voice"
18
"She pulled her eyes from"
19
"She picked up her pint"
ratio
0.244
45.37%
Subject-first sentence starts
Target: ≤72% sentences starting with a subject
subjectCount
68
totalSentences
82
matches
0
"The delivery bag hit the"
1
"Silas set a pint glass"
2
"The amber liquid caught the"
3
"She wrapped both hands around"
4
"That was when the door"
5
"This woman stood in the"
6
"Rory set her pint down"
7
"Meg hadn't changed."
8
"That was the first thought."
9
"The Cardiff University hoodie was"
10
"Her copper hair, once a"
11
"Rory used to call it"
12
"Meg had laughed and called"
13
"Their eyes met."
14
"The walk across the bar"
15
"Meg stopped two feet away,"
16
"Meg's eyes swept over her,"
17
"She meant it, and hated"
18
"They settled at the corner"
19
"The bar hummed around them,"
ratio
0.829
0.00%
Subordinate conjunction sentence starts
Target: ≥2% sentences starting with a subordinating conjunction
subConjCount
0
totalSentences
82
matches
(empty)
ratio
0
100.00%
Technical jargon density
Target: ≤6% sentences with technical-jargon patterns
analyzedSentences
29
technicalSentenceCount
0
matches
(empty)
100.00%
Useless dialogue additions
Target: ≤5% dialogue tags with trailing filler fragments
totalTags
22
uselessAdditionCount
1
matches
0
"Meg's voice stayed, but her jaw had tightened"
100.00%
Dialogue tag variety (said vs. fancy)
Target: ≤10% fancy dialogue tags
totalTags
10
fancyCount
0
fancyTags
(empty)
dialogueSentences
59
tagDensity
0.169
leniency
0.339
rawRatio
0
effectiveRatio
0
83.7492%