NC Bench
Overview
About
Tests
Models
Vendors
Run: 2026-02-19-01KHTYH56V9REJTM41DS2F773Q
Run Details
Model:
Z.AI GLM 4.5
Test:
Bad Writing Habits
Scenario:
Literary fiction: old friends reunite
Duration:
43.8s
Cost:
$0.006525
Provider:
WandB
Evaluation summary
Score
Evaluator
Details Link
100.00%
Adverbs in dialogue tags
(details)
75.73%
AI-ism adverb frequency
(details)
100.00%
AI-ism character names
(details)
100.00%
AI-ism location names
(details)
55.50%
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)
22.52%
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)
100.00%
Passive voice overuse
(details)
100.00%
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)
82.24%
Sentence opener variety
(details)
0.00%
Adverb-first sentence starts
(details)
65.33%
Pronoun-first sentence starts
(details)
0.00%
Subject-first sentence starts
(details)
0.00%
Subordinate conjunction sentence starts
(details)
100.00%
Technical jargon density
(details)
95.59%
Useless dialogue additions
(details)
100.00%
Dialogue tag variety (said vs. fancy)
(details)
83.2304%
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 glass slipped from Aurora's
fingers, shattering against the dark oak floor.
She stared at the man
who had just walked into The Raven's Nest, his presence like a ghost from a life she'd buried five years ago. "Rory Carter."
His voice carried the same
Welsh
lilt
she remembered, though deeper now, roughened by time or cigarettes or both. "Still dropping things, I see."
She straightened, brushing black hair
from her eyes.
The neon green sign outside
cast long shadows across his face, highlighting the changes the years had carved there.
The boy she remembered had
been all sharp angles and nervous energy. This man had filled out, his jaw squared, his eyes holding a weariness that hadn't existed in their university days. "Marc."
Her pulse raced as she
knelt to gather the broken shards. "Didn't expect to see you in London." "Cardiff got too small." He slid onto a barstool, not offering to help. "Heard you'd left. Pre-Law dropout, they said."
The words stung, though they
shouldn't have.
Aurora dumped the glass fragments
into the bin behind the bar. "People talk." "Always did."
He traced a finger along
the rim of the coaster. "How's Evan?"
The name hung between them
like smoke.
Aurora's hand instinctively went to
the crescent-shaped scar on her left wrist. "Married. Two kids. Solicitor in Cardiff."
She kept her voice steady
. "You?" "Teaching. History. Back in our old secondary school, actually." He paused. "Funny how life circles back, isn't it? Unless you run."
Silas emerged from the hidden
back room, his slight limp more pronounced tonight.
He nodded at Aurora but
his eyes lingered on Marc, assessing. "Friend of yours?" "From university."
Aurora forced a smile
. "Marc Edwards. Marc, this is Silas. Owns the place." Marc offered his hand.
Silas took it, his silver
signet ring catching the dim light. "Drink?" Silas asked. "Whisky. Neat." Silas poured the amber liquid, then retreated to the other end of the bar, giving them space but remaining within earshot. "You look well, Rory." Marc swirled the whisky in his glass. "Different, but well." "Five years will do that." "Five years, three months, and twelve days."
He took a sip
. "Since you disappeared without a word." The accusation was soft but clear. Aurora wiped down the bar, avoiding his gaze. "I had to leave." "We all had things we had to do."
His voice lowered
. "Evan came looking for you. At first daily, then weekly. Then he just... stopped." Aurora's fingers tightened around the cloth. "Is that why you're here? To tell me he stopped looking?" "I'm here for a conference."
He leaned forward
. "Saw you through the window."
His eyes flickered to the
staircase leading to the flats above. "Living here now?" "Upstairs. It's convenient." "Convenient." The word tasted bitter in his mouth. "That's one word for it." The
silence
stretched between them, filled with years of
unspoken
things. The old maps covering the walls
seemed to
watch them, black-and-white photographs of a London that no longer existed. "You were going to be a barrister." Marc broke the quiet. "Like your dad. All that talk about justice, about making things right." "Plans change." "People don't. Not
really
."
He finished his whisky in
one swallow. "Remember that night in the library? Final exams
looming
. You said you'd rather die than become another corporate drone defending wealthy arseholes." Aurora remembered.
She'd been crying, overwhelmed by
the pressure, by Evan's growing possessiveness, by the
feeling that her
life was no longer her own. "I deliver food now," she said. "For a Chinese restaurant. Not exactly corporate law." "And that's better? Running away? Hiding in a bar above a restaurant?" "I'm not hiding." "Aren't you?" Marc's eyes found hers, and in them, she saw the judgment she'd feared all these years. "Evan wasn't
perfect
, I know that. But he loved you. We all thought... after what happened..." "Don't." The word was sharper than she intended. "Just don't." "What? Talk about it?"
He leaned closer, his voice
dropping to a
whisper
. "You left without saying goodbye. To anyone. Not to me. Not to Eva. Not even to your parents. You just vanished." "Said goodbye to Eva. She helped me leave." "Eva never mentioned that. Said she hadn't heard from you in months." Aurora's breath caught. Eva had promised to cover for her, to say Aurora had confided in her about needing space, but not about the escape plan. "She wouldn't have. Told her not to." "Why?" "Because people talk." Aurora looked toward the door,
suddenly
feeling trapped. "Like you said." Marc followed her gaze. "He's not coming for you, Rory. Evan's moved on. He's happy." "Good for him." "You could be too. If you stopped running."
He slid his empty glass
toward her. "Another." Aurora refilled it, her hand steady despite the tremor she felt inside. Silas watched from across the room, pretending to polish glasses. "What do you want, Marc? Really?" "The truth."
He took the glass but
didn't drink. "Why did you leave? Was it
really
about Evan? Or was it something else? Something you haven't told anyone?" Aurora's phone buzzed in her pocket. A text from Yu-Fei: Emergency delivery. Can you come in? "I have to work." "Always an excuse." Marc's voice hardened. "Just like before. Whenever things got difficult, you'd find somewhere else to be, something else to do." "That's not fair." "Isn't it?"
He stood, pulling a wallet
from his jacket. "How much for the drinks?" "On the house." "Of course."
He left a twenty-pound note
on the bar anyway. "Your number's still the same?" "No." "Figured." He paused at the door, turning back. "Your mum worries, you know. Says she hasn't heard from you in months. Thinks she did something wrong." Aurora's throat tightened. "I call her." "Not enough." He pushed open the heavy wooden door. "Think about coming home, Rory. Cardiff misses you." The door closed behind him, leaving Aurora alone with the scent of whisky and regret. Silas approached
slowly
, his limp barely noticeable now. "Old friend?" "Something like that." "He knows about Evan?" Silas's voice was gentle but probing. "Not the worst of it." Aurora pocketed the twenty-pound note. "Just the parts that don't matter." Silas nodded, understanding there was more she
wasn't saying
. He'd never pushed for details about her past, respecting the boundaries she'd set when she'd first taken the flat above his bar. "Emergency delivery?" he asked, nodding toward her pocket. "Yeah." She grabbed her jacket from the hook behind the bar. "Yu-Fei needs someone to cover." "Be careful out there." His eyes held a warning she'd come to recognize. "People from the past have a way of bringing trouble with them." Aurora paused at the door, Marc's words
echoing
in her mind. *Think about coming home.* "Silas," she said, turning back. "If someone came looking for me. Someone from Cardiff. What would you tell them?" The old spy's expression hardened
slightly
. "That depends who's asking." "And if it was Evan?" The silver signet ring on Silas's right hand caught the light as he
clenched his fist
. "I'd tell him Aurora Carter died five years ago." He met her gaze. "And I'd make sure he believed it." Aurora nodded, relief washing over her. As she pushed open the door to the London night, her phone buzzed again. This time, an unknown number. *
We need to talk. It's about Eva. - M
*
created_at
"2026-02-19T12:38:22.693Z"
2/19/2026, 12:38:22 PM
model
"z-ai/glm-4.5"
4/5/2001, 12:00:00 AM
app_id
182717
external_user
(null)
streamed
true
cancelled
false
latency
325
moderation_latency
(null)
generation_time
43344
tokens_prompt
4618
tokens_completion
2422
native_tokens_prompt
4201
native_tokens_completion
2107
native_tokens_completion_images
(null)
native_tokens_reasoning
454
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
0.00652455
router
(null)
provider_responses
0
endpoint_id
"846a0714-f3dd-4a87-a395-ba147da682bc"
id
"chatcmpl-b9a12ae8e4e6474c8be3745c34029d79"
is_byok
false
latency
87
model_permaslug
"z-ai/glm-4.5"
4/5/2001, 12:00:00 AM
provider_name
"WandB"
status
200
api_type
"completions"
id
"gen-1771504702-2DEPfGNJmAqFRQH4NQn9"
upstream_id
"chatcmpl-b9a12ae8e4e6474c8be3745c34029d79"
total_cost
0.00652455
cache_discount
(null)
upstream_inference_cost
0
provider_name
"WandB"
Evaluation details
Result
Evaluator
Details
Meta Data
100.00%
Adverbs in dialogue tags
Target: ≤10% dialogue tags with adverbs
totalTags
34
adverbTagCount
0
adverbTags
(empty)
dialogueSentences
92
tagDensity
0.37
leniency
0.739
rawRatio
0
effectiveRatio
0
75.73%
AI-ism adverb frequency
Target: <2% AI-ism adverbs (58 tracked)
wordCount
1236
totalAiIsmAdverbs
6
found
0
adverb
"really"
count
3
1
adverb
"suddenly"
count
1
2
adverb
"slowly"
count
1
3
adverb
"slightly"
count
1
highlights
0
"really"
1
"suddenly"
2
"slowly"
3
"slightly"
100.00%
AI-ism character names
Target: 0 AI-default names (16 tracked, −20% each)
codexExemptions
0
"Blackwood"
found
(empty)
100.00%
AI-ism location names
Target: 0 AI-default location names (33 tracked, −20% each)
codexExemptions
(empty)
found
(empty)
55.50%
AI-ism word frequency
Target: <2% AI-ism words (290 tracked)
wordCount
1236
totalAiIsms
11
found
0
word
"lilt"
count
1
1
word
"pulse"
count
1
2
word
"raced"
count
1
3
word
"traced"
count
1
4
word
"flickered"
count
1
5
word
"silence"
count
1
6
word
"unspoken"
count
1
7
word
"looming"
count
1
8
word
"perfect"
count
1
9
word
"whisper"
count
1
10
word
"echoing"
count
1
highlights
0
"lilt"
1
"pulse"
2
"raced"
3
"traced"
4
"flickered"
5
"silence"
6
"unspoken"
7
"looming"
8
"perfect"
9
"whisper"
10
"echoing"
100.00%
Cliché density
Target: ≤1 cliche(s) per 800-word window
totalCliches
1
maxInWindow
1
found
0
label
"clenched jaw/fists"
count
1
highlights
0
"clenched his fist"
100.00%
Emotion telling (show vs. tell)
Target: ≤3% sentences with emotion telling
emotionTells
0
narrationSentences
80
matches
(empty)
100.00%
Filter word density
Target: ≤3% sentences with filter/hedge words
filterCount
0
hedgeCount
1
narrationSentences
80
filterMatches
(empty)
hedgeMatches
0
"seemed to"
100.00%
Gibberish response detection
Target: ≤1% gibberish-like sentences (hard fail if a sentence exceeds 800 words)
analyzedSentences
137
gibberishSentences
0
adjustedGibberishSentences
0
longSentenceCount
0
runOnParagraphCount
0
giantParagraphCount
0
wordSaladCount
0
repetitionLoopCount
0
controlTokenCount
0
maxSentenceWordsSeen
26
ratio
0
matches
(empty)
100.00%
Markdown formatting overuse
Target: ≤5% words in markdown formatting
markdownSpans
2
markdownWords
13
totalWords
1230
ratio
0.011
matches
0
"Think about coming home."
1
"We need to talk. It's about Eva. - M"
100.00%
Missing dialogue indicators (quotation marks)
Target: ≤10% speech attributions without quotation marks
totalAttributions
18
unquotedAttributions
0
matches
(empty)
22.52%
Name drop frequency
Target: ≤1.0 per-name mentions per 100 words
totalMentions
45
wordCount
706
uniqueNames
11
maxNameDensity
2.55
worstName
"Aurora"
maxWindowNameDensity
4
worstWindowName
"Aurora"
discoveredNames
Aurora
18
Raven
1
Nest
1
Welsh
1
Silas
9
Marc
8
London
2
Evan
1
Yu-Fei
1
Emergency
1
Eva
2
persons
0
"Aurora"
1
"Silas"
2
"Marc"
3
"Evan"
4
"Eva"
places
0
"Raven"
1
"London"
2
"Yu-Fei"
globalScore
0.225
windowScore
0.333
100.00%
Narrator intent-glossing
Target: ≤2% narration sentences with intent-glossing patterns
analyzedSentences
56
glossingSentenceCount
0
matches
(empty)
100.00%
"Not X but Y" pattern overuse
Target: ≤1 "not X but Y" per 1000 words
totalMatches
0
per1kWords
0
wordCount
1230
matches
(empty)
100.00%
Overuse of "that" (subordinate clause padding)
Target: ≤2% sentences with "that" clauses
thatCount
1
totalSentences
137
matches
0
"feeling that her"
100.00%
Paragraph length variance
Target: CV ≥0.5 for paragraph word counts
totalParagraphs
79
mean
15.57
std
10.48
cv
0.673
sampleLengths
0
38
1
26
2
59
3
19
4
20
5
18
6
2
7
14
8
19
9
12
10
21
11
24
12
3
13
15
14
15
15
3
16
2
17
21
18
14
19
5
20
17
21
14
22
4
23
25
24
17
25
27
26
3
27
13
28
30
29
23
30
2
31
33
32
24
33
14
34
12
35
3
36
34
37
10
38
34
39
8
40
12
41
26
42
7
43
1
44
14
45
15
46
3
47
16
48
22
49
6
100.00%
Passive voice overuse
Target: ≤2% passive sentences
passiveCount
0
totalSentences
80
matches
(empty)
100.00%
Past progressive (was/were + -ing) overuse
Target: ≤2% past progressive verbs
pastProgressiveCount
1
totalVerbs
145
matches
0
"wasn't saying"
100.00%
Em-dash & semicolon overuse
Target: ≤2% sentences with em-dashes/semicolons
emDashCount
0
semicolonCount
0
flaggedSentences
0
totalSentences
137
ratio
0
matches
(empty)
100.00%
Purple prose (modifier overload)
Target: <4% adverbs, <2% -ly adverbs, no adj stacking
wordCount
711
adjectiveStacks
0
stackExamples
(empty)
adverbCount
20
adverbRatio
0.02812939521800281
lyAdverbCount
5
lyAdverbRatio
0.007032348804500703
100.00%
Repeated phrase echo
Target: ≤20% sentences with echoes (window: 2)
totalSentences
137
echoCount
0
echoWords
(empty)
100.00%
Sentence length variance
Target: CV ≥0.4 for sentence word counts
totalSentences
137
mean
8.98
std
5.59
cv
0.623
sampleLengths
0
12
1
26
2
21
3
5
4
8
5
19
6
12
7
20
8
12
9
7
10
13
11
7
12
7
13
11
14
2
15
12
16
2
17
7
18
12
19
11
20
1
21
11
22
10
23
13
24
11
25
3
26
6
27
9
28
4
29
11
30
3
31
2
32
21
33
11
34
3
35
5
36
11
37
6
38
6
39
8
40
4
41
11
42
14
43
6
44
11
45
8
46
16
47
3
48
3
49
8
82.24%
Sentence opener variety
Target: ≥60% unique sentence openers
consecutiveRepeats
4
diversityRatio
0.5109489051094891
totalSentences
137
uniqueOpeners
70
0.00%
Adverb-first sentence starts
Target: ≥3% sentences starting with an adverb
adverbCount
0
totalSentences
75
matches
(empty)
ratio
0
65.33%
Pronoun-first sentence starts
Target: ≤30% sentences starting with a pronoun
pronounCount
29
totalSentences
75
matches
0
"She stared at the man"
1
"His voice carried the same"
2
"She straightened, brushing black hair"
3
"Her pulse raced as she"
4
"He slid onto a barstool,"
5
"He traced a finger along"
6
"She kept her voice steady"
7
"He nodded at Aurora but"
8
"He took a sip"
9
"His voice lowered"
10
"He leaned forward"
11
"His eyes flickered to the"
12
"He finished his whisky in"
13
"She'd been crying, overwhelmed by"
14
"He leaned closer, his voice"
15
"He slid his empty glass"
16
"He took the glass but"
17
"He stood, pulling a wallet"
18
"He left a twenty-pound note"
19
"He paused at the door,"
ratio
0.387
0.00%
Subject-first sentence starts
Target: ≤72% sentences starting with a subject
subjectCount
72
totalSentences
75
matches
0
"The glass slipped from Aurora's"
1
"She stared at the man"
2
"His voice carried the same"
3
"She straightened, brushing black hair"
4
"The neon green sign outside"
5
"The boy she remembered had"
6
"This man had filled out,"
7
"Her pulse raced as she"
8
"He slid onto a barstool,"
9
"The words stung, though they"
10
"Aurora dumped the glass fragments"
11
"He traced a finger along"
12
"The name hung between them"
13
"Aurora's hand instinctively went to"
14
"She kept her voice steady"
15
"Silas emerged from the hidden"
16
"He nodded at Aurora but"
17
"Aurora forced a smile"
18
"Marc offered his hand."
19
"Silas took it, his silver"
ratio
0.96
0.00%
Subordinate conjunction sentence starts
Target: ≥2% sentences starting with a subordinating conjunction
subConjCount
0
totalSentences
75
matches
(empty)
ratio
0
100.00%
Technical jargon density
Target: ≤6% sentences with technical-jargon patterns
analyzedSentences
22
technicalSentenceCount
1
matches
0
"This man had filled out, his jaw squared, his eyes holding a weariness that hadn't existed in their university days."
95.59%
Useless dialogue additions
Target: ≤5% dialogue tags with trailing filler fragments
totalTags
34
uselessAdditionCount
2
matches
0
"He slid, not offering to help"
1
"He leaned, his voice dropping to a whisper"
100.00%
Dialogue tag variety (said vs. fancy)
Target: ≤10% fancy dialogue tags
totalTags
4
fancyCount
0
fancyTags
(empty)
dialogueSentences
92
tagDensity
0.043
leniency
0.087
rawRatio
0
effectiveRatio
0
83.2304%