NC Bench
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Run: 2026-04-24-01KQ06SX7W0QT1WDT1ZCTY3T6B
Run Details
Model:
Z.AI GLM 5.1
Test:
Bad Writing Habits
Scenario:
Literary fiction: old friends reunite
Duration:
2m 34s
Cost:
$0.031092
Provider:
Z.AI
Evaluation summary
Score
Evaluator
Details Link
100.00%
Adverbs in dialogue tags
(details)
88.08%
AI-ism adverb frequency
(details)
100.00%
AI-ism character names
(details)
100.00%
AI-ism location names
(details)
68.20%
AI-ism word frequency
(details)
66.67%
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)
83.33%
Name drop frequency
(details)
69.35%
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)
92.50%
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)
71.83%
Sentence opener variety
(details)
100.00%
Adverb-first sentence starts
(details)
95.00%
Pronoun-first sentence starts
(details)
58.96%
Subject-first sentence starts
(details)
52.08%
Subordinate conjunction sentence starts
(details)
100.00%
Technical jargon density
(details)
98.68%
Useless dialogue additions
(details)
100.00%
Dialogue tag variety (said vs. fancy)
(details)
91.4897%
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 silver signet ring caught
the light as Silas poured two fingers of whisky.
The Macallan knew this glass
better than most patrons knew their own names. "Pour another." His hand stilled. That voice. Lower than he remembered, scraped raw by years or cigarettes or both. He turned.
She sat at the far
end of the bar, half-hidden in the amber shadows the green neon cast through the window. Dark hair pulled back severe. Cheekbones that could cut glass.
The same cheekbones, but the
face around them had shifted, sharpened, aged in places that didn't match the years. "Helen." "Hello, Si."
She didn't smile
.
Her fingers wrapped around an
empty glass, and he noticed the wedding ring
was gone
.
A pale band of skin
marked its absence like a scar.
He poured the second measure
without asking. Some things you didn't forget. She took it neat. Always had. "You're a long way from Vauxhall." "Retired."
She lifted the glass
. "Last month." The word hung between them. Retired. In their world, that word carried
weight
.
People didn't retire from the
Service. They burned out, washed up, or
got buried
. "Prague changed you."
The words left his mouth
before he could stop them.
Helen's grip tightened on the
glass. "That's quite the greeting for someone you haven't seen in eleven years." "Twelve."
He set down his own
glass. "October. The safe house in Smíchov." "You remember the date." "I remember the face of every agent I sent into that operation."
His voice carried the weight
of those faces. "The ones who walked out. The ones who didn't." "Crawford." "Among others."
She drained the whisky in
one long swallow. The old Helen would have sipped. The old Helen would have made it last, would have swirled it around her tongue and commented on the peat. This version, all sharp angles and harder edges, treated it like medicine. "I didn't come here to dig up bodies." "Why did you come?" The green light from the sign
pulsed
, casting her face in alternating shadow and sickly illumination. For a moment, she
looked like a stranger
.
Then the light shifted, and
he saw the young woman she'd
been, buried
beneath the years like artefacts under ash. "I heard you had a bar." "Word travels." "It does."
Her fingers drummed against the
wood. A nervous habit she'd never had before. "Carter mentioned it." "Which one?" "The daughter. Aurora." Silas
let out a breath
. "She delivers noodles. Not exactly intelligence work." "Isn't it?" Helen's smile didn't reach her eyes. "Mapping routes, reading doors, knowing which flats are empty and which ones have someone home. She's got instincts. Like someone else I knew." The subtext landed like a punch. He'd trained Helen. Taught her everything she knew about reading rooms and people. Before Prague.
Before the knee that would
never fully heal and the career that ended with a ambulance siren in a foreign city. "You didn't come here to talk about my tenants." "No." She reached into her coat, pulled out a photograph, and slid it face-down across the bar. "I came for this." She turned it over. The photograph showed a man. Middle-aged. Unremarkable in every way except one. Silas recognized the face. "Volkov." "His people are moving into London. Setting up networks. This city is about to become
very
interesting, Si." "I'm out." "Are you?"
She leaned forward, and he
caught the scent of her perfume. Different. The old Helen had worn jasmine. This one smelled of cedar and something metallic underneath. "You run a bar in Soho with a hidden back room. You still have contacts. You still have ears everywhere. You're about as out as a submarine is dry." The old maps on the walls
seemed to
watch them. Silas had chosen them
deliberately
, years ago. Maps of places he'd operated. Places he'd lost people. Prague. Berlin. Istanbul.
They were warnings as much
as decorations. "What do you want, Helen?" "I want the same thing I wanted in Smíchov. The same thing I've wanted for twelve years."
Her voice dropped
. "I want to not make the same mistake twice." "And what mistake was that?" "Trusting the wrong person."
She held his gaze
. "Or not trusting the right one." The bar's ambient noise faded. The distant clink of glasses from the few other patrons. The hum of the refrigeration unit. Silas became aware of his own heartbeat, steady against his ribs. "Crawford's death wasn't your fault." "I know." Helen
traced
the rim of her empty glass. "It was yours." The accusation should have landed harder.
Instead, it settled between them
like something that had been waiting to be spoken for a decade. The truth of it. The
weight
of it. He'd sent Crawford in. He'd trusted the wrong asset. He'd made the call that got a twenty-six-year-old killed and a promising young agent scarred in ways that didn't show on skin. "I paid for that mistake." "Your knee." Her eyes
flickered
down to his leg, then back up. "Yes. I heard." "Is that what they told you at Vauxhall? That I walked away with a bum leg and a pension?" "They told me you were compromised. That you'd lost your edge." She paused. Swallowed. "They were wrong." "Were they?" "The Silas Blackwood I knew would have seen Volkov coming three years ago. Would have had people in place already. Would have kept his people safe." "I keep my people safe." His voice hardened. "The ones who matter." "And Crawford didn't matter?" The question
hung in the air
. Outside, a car horn blared. Someone laughed on the street. Life continued, indifferent to the ghosts in this dim bar. "Crawford mattered." Silas reached for the Macallan. Poured himself another measure. "He mattered so much that I see his face every time I climb these stairs. Every time I check on the girl who lives above this bar. Every time someone mentions Prague." Helen was quiet for a long moment. When she spoke again, her voice had lost some of its edge. "I didn't come here to accuse you." "Then why?" "Because Volkov is coming. And I'm retired. And you're the only person I trust to see this through." She slid the photograph closer. Volkov's bland face stared up from the glossy paper. Silas thought of Crawford. Thought of the body they'd pulled from the Vltava. Thought of the knee that ached when it rained and the bar that had become both his refuge and his cage. "If I do this," he said
slowly
, "things change." "They already have." Helen stood, buttoning her coat. "They changed twelve years ago. We've just been living in the
aftermath
." She left cash on the bar.
More than the whisky was
worth. Old habits. Compensating for debts that couldn't be
measured
in currency. "I'll be at the Cavendish. Three days." She paused at the door, the green light catching the silver at her temples. He hadn't noticed the grey before. "After that, I disappear. Your choice, Si. Same as always." The door closed behind her. Silas stared at the photograph. Volkov. A name from another life. A threat that had walked into his bar and demanded attention. He reached for the bookshelf behind him. Ran his fingers along the spines until he found the one that didn't
quite match
. A pull, a click, and the hidden door swung open, revealing the back room that hadn't
been used
in two years. The dust motes danced in the light from the bar. Inside, a phone that shouldn't have been ringing
was ringing
.
created_at
"2026-04-24T16:57:39.339Z"
4/24/2026, 4:57:39 PM
model
"z-ai/glm-5.1-20260406"
app_id
182717
external_user
(null)
streamed
true
cancelled
false
latency
3192
moderation_latency
(null)
generation_time
153994
tokens_prompt
4618
tokens_completion
6611
native_tokens_prompt
4200
native_tokens_completion
5730
native_tokens_completion_images
(null)
native_tokens_reasoning
4061
native_tokens_cached
0
num_media_prompt
(null)
num_input_audio_prompt
(null)
num_media_completion
0
num_search_results
(null)
num_fetches
(null)
web_search_engine
(null)
origin
"https://ncbench.com/"
is_byok
false
finish_reason
"stop"
native_finish_reason
"stop"
usage
0.031092
router
(null)
provider_responses
0
endpoint_id
"4ce9a513-17dc-4130-8960-2c4ceed3ea56"
id
"2026042500573947a8e25524694d7f"
is_byok
false
latency
3192
model_permaslug
"z-ai/glm-5.1-20260406"
provider_name
"Z.AI"
status
200
user_agent
"langchainjs-openai/1.0.0 ((node/v24.14.1; linux; x64))"
http_referer
(null)
request_id
"req-1777049859-LoApwQEWvkMnxCKp4Jpt"
session_id
(null)
api_type
"completions"
id
"gen-1777049859-hYLQA53LY6AXjwTkvzTj"
upstream_id
"2026042500573947a8e25524694d7f"
total_cost
0.031092
cache_discount
(null)
upstream_inference_cost
0
provider_name
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response_cache_source_id
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Evaluation details
Result
Evaluator
Details
Meta Data
100.00%
Adverbs in dialogue tags
Target: ≤10% dialogue tags with adverbs
totalTags
19
adverbTagCount
1
adverbTags
0
"he said slowly [slowly]"
dialogueSentences
64
tagDensity
0.297
leniency
0.594
rawRatio
0.053
effectiveRatio
0.031
88.08%
AI-ism adverb frequency
Target: <2% AI-ism adverbs (58 tracked)
wordCount
1258
totalAiIsmAdverbs
3
found
0
adverb
"very"
count
1
1
adverb
"deliberately"
count
1
2
adverb
"slowly"
count
1
highlights
0
"very"
1
"deliberately"
2
"slowly"
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)
68.20%
AI-ism word frequency
Target: <2% AI-ism words (290 tracked)
wordCount
1258
totalAiIsms
8
found
0
word
"weight"
count
2
1
word
"carried the weight"
count
1
2
word
"pulsed"
count
1
3
word
"traced"
count
1
4
word
"flickered"
count
1
5
word
"aftermath"
count
1
6
word
"measured"
count
1
highlights
0
"weight"
1
"carried the weight"
2
"pulsed"
3
"traced"
4
"flickered"
5
"aftermath"
6
"measured"
66.67%
Cliché density
Target: ≤1 cliche(s) per 800-word window
totalCliches
2
maxInWindow
2
found
0
label
"let out a breath"
count
1
1
label
"hung in the air"
count
1
highlights
0
"let out a breath"
1
"hung in the air"
100.00%
Emotion telling (show vs. tell)
Target: ≤3% sentences with emotion telling
emotionTells
0
narrationSentences
110
matches
(empty)
100.00%
Filter word density
Target: ≤3% sentences with filter/hedge words
filterCount
0
hedgeCount
1
narrationSentences
110
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
155
gibberishSentences
0
adjustedGibberishSentences
0
longSentenceCount
0
runOnParagraphCount
0
giantParagraphCount
0
wordSaladCount
0
repetitionLoopCount
0
controlTokenCount
0
maxSentenceWordsSeen
32
ratio
0
matches
(empty)
100.00%
Markdown formatting overuse
Target: ≤5% words in markdown formatting
markdownSpans
0
markdownWords
0
totalWords
1258
ratio
0
matches
(empty)
100.00%
Missing dialogue indicators (quotation marks)
Target: ≤10% speech attributions without quotation marks
totalAttributions
5
unquotedAttributions
0
matches
(empty)
83.33%
Name drop frequency
Target: ≤1.0 per-name mentions per 100 words
totalMentions
28
wordCount
827
uniqueNames
10
maxNameDensity
1.09
worstName
"Helen"
maxWindowNameDensity
2.5
worstWindowName
"Helen"
discoveredNames
Silas
8
Macallan
2
Service
1
Helen
9
Prague
2
Different
1
Crawford
2
Swallowed
1
Poured
1
Vltava
1
persons
0
"Silas"
1
"Macallan"
2
"Helen"
3
"Crawford"
places
0
"Service"
1
"Prague"
2
"Vltava"
globalScore
0.956
windowScore
0.833
69.35%
Narrator intent-glossing
Target: ≤2% narration sentences with intent-glossing patterns
analyzedSentences
62
glossingSentenceCount
2
matches
0
"looked like a stranger"
1
"quite match"
100.00%
"Not X but Y" pattern overuse
Target: ≤1 "not X but Y" per 1000 words
totalMatches
0
per1kWords
0
wordCount
1258
matches
(empty)
100.00%
Overuse of "that" (subordinate clause padding)
Target: ≤2% sentences with "that" clauses
thatCount
0
totalSentences
155
matches
(empty)
100.00%
Paragraph length variance
Target: CV ≥0.5 for paragraph word counts
totalParagraphs
67
mean
18.78
std
15.34
cv
0.817
sampleLengths
0
27
1
2
2
19
3
50
4
1
5
31
6
18
7
6
8
7
9
27
10
13
11
18
12
13
13
4
14
29
15
1
16
2
17
46
18
8
19
4
20
44
21
6
22
2
23
18
24
2
25
3
26
12
27
31
28
42
29
9
30
21
31
20
32
1
33
18
34
2
35
58
36
36
37
5
38
29
39
5
40
14
41
32
42
5
43
13
44
62
45
5
46
15
47
19
48
17
49
2
92.50%
Passive voice overuse
Target: ≤2% passive sentences
passiveCount
4
totalSentences
110
matches
0
"was gone"
1
"got buried"
2
"been, buried"
3
"been used"
100.00%
Past progressive (was/were + -ing) overuse
Target: ≤2% past progressive verbs
pastProgressiveCount
1
totalVerbs
145
matches
0
"was ringing"
100.00%
Em-dash & semicolon overuse
Target: ≤2% sentences with em-dashes/semicolons
emDashCount
0
semicolonCount
0
flaggedSentences
0
totalSentences
155
ratio
0
matches
(empty)
100.00%
Purple prose (modifier overload)
Target: <4% adverbs, <2% -ly adverbs, no adj stacking
wordCount
833
adjectiveStacks
0
stackExamples
(empty)
adverbCount
15
adverbRatio
0.01800720288115246
lyAdverbCount
4
lyAdverbRatio
0.004801920768307323
100.00%
Repeated phrase echo
Target: ≤20% sentences with echoes (window: 2)
totalSentences
155
echoCount
0
echoWords
(empty)
100.00%
Sentence length variance
Target: CV ≥0.4 for sentence word counts
totalSentences
155
mean
8.12
std
6.18
cv
0.761
sampleLengths
0
14
1
13
2
2
3
3
4
2
5
12
6
2
7
21
8
5
9
5
10
19
11
1
12
5
13
15
14
11
15
7
16
5
17
4
18
2
19
6
20
5
21
2
22
5
23
1
24
7
25
6
26
8
27
13
28
6
29
12
30
7
31
6
32
4
33
20
34
9
35
1
36
2
37
8
38
6
39
20
40
12
41
8
42
4
43
16
44
8
45
20
46
6
47
2
48
8
49
7
71.83%
Sentence opener variety
Target: ≥60% unique sentence openers
consecutiveRepeats
12
diversityRatio
0.4774193548387097
totalSentences
155
uniqueOpeners
74
100.00%
Adverb-first sentence starts
Target: ≥3% sentences starting with an adverb
adverbCount
3
totalSentences
96
matches
0
"Then the light shifted, and"
1
"Instead, it settled between them"
2
"More than the whisky was"
ratio
0.031
95.00%
Pronoun-first sentence starts
Target: ≤30% sentences starting with a pronoun
pronounCount
30
totalSentences
96
matches
0
"His hand stilled."
1
"She sat at the far"
2
"She didn't smile"
3
"Her fingers wrapped around an"
4
"He poured the second measure"
5
"She took it neat."
6
"She lifted the glass"
7
"They burned out, washed up,"
8
"He set down his own"
9
"His voice carried the weight"
10
"She drained the whisky in"
11
"Her fingers drummed against the"
12
"He'd trained Helen."
13
"She reached into her coat,"
14
"She turned it over."
15
"She leaned forward, and he"
16
"They were warnings as much"
17
"Her voice dropped"
18
"She held his gaze"
19
"He'd sent Crawford in."
ratio
0.313
58.96%
Subject-first sentence starts
Target: ≤72% sentences starting with a subject
subjectCount
77
totalSentences
96
matches
0
"The silver signet ring caught"
1
"The Macallan knew this glass"
2
"His hand stilled."
3
"She sat at the far"
4
"The same cheekbones, but the"
5
"She didn't smile"
6
"Her fingers wrapped around an"
7
"A pale band of skin"
8
"He poured the second measure"
9
"Some things you didn't forget."
10
"She took it neat."
11
"She lifted the glass"
12
"The word hung between them."
13
"People didn't retire from the"
14
"They burned out, washed up,"
15
"The words left his mouth"
16
"Helen's grip tightened on the"
17
"He set down his own"
18
"His voice carried the weight"
19
"She drained the whisky in"
ratio
0.802
52.08%
Subordinate conjunction sentence starts
Target: ≥2% sentences starting with a subordinating conjunction
subConjCount
1
totalSentences
96
matches
0
"Before the knee that would"
ratio
0.01
100.00%
Technical jargon density
Target: ≤6% sentences with technical-jargon patterns
analyzedSentences
26
technicalSentenceCount
1
matches
0
"He'd made the call that got a twenty-six-year-old killed and a promising young agent scarred in ways that didn't show on skin."
98.68%
Useless dialogue additions
Target: ≤5% dialogue tags with trailing filler fragments
totalTags
19
uselessAdditionCount
1
matches
0
"She paused, the green light catching the silver at her temples"
100.00%
Dialogue tag variety (said vs. fancy)
Target: ≤10% fancy dialogue tags
totalTags
1
fancyCount
0
fancyTags
(empty)
dialogueSentences
64
tagDensity
0.016
leniency
0.031
rawRatio
0
effectiveRatio
0
91.4897%