NC Bench
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Run: 2026-07-25-01KYCVJMKYPKNT4XZ4WWY8XCG6
Run Details
Model:
Gemini 3.5 Flash Lite (Reasoning)
Test:
Bad Writing Habits
Scenario:
Literary fiction: old friends reunite
Duration:
8.6s
Cost:
$0.005339
Provider:
Google AI Studio
Evaluation summary
Score
Evaluator
Details Link
100.00%
Adverbs in dialogue tags
(details)
100.00%
AI-ism adverb frequency
(details)
100.00%
AI-ism character names
(details)
100.00%
AI-ism location names
(details)
70.51%
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)
92.27%
Passive voice overuse
(details)
100.00%
Past progressive (was/were + -ing) overuse
(details)
100.00%
Em-dash & semicolon overuse
(details)
88.00%
Purple prose (modifier overload)
(details)
100.00%
Repeated phrase echo
(details)
100.00%
Sentence length variance
(details)
82.68%
Sentence opener variety
(details)
72.46%
Adverb-first sentence starts
(details)
100.00%
Pronoun-first sentence starts
(details)
0.00%
Subject-first sentence starts
(details)
0.00%
Subordinate conjunction sentence starts
(details)
58.82%
Technical jargon density
(details)
62.50%
Useless dialogue additions
(details)
95.45%
Dialogue tag variety (said vs. fancy)
(details)
84.0902%
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 green neon sign outside
hummed a low, erratic drone as Rory hoisted the heavy delivery crate onto the zinc bar top.
Silas did not look up
from the glass he
was wiping
. The rag moved in slow, circular motions. "Late," Silas said. "Traffic on Charing Cross," Rory said. "Traffic is always poor."
Silas set the glass down
.
A grey-streaked auburn beard framed
his mouth as he finally raised his hazel eyes. "The Chinese place works you too hard. Pre-Law was supposed to save you from manual labour." "Pre-Law was a life sentence I managed to commute."
Rory ripped the thermal receipt
from her jacket pocket, tossing it onto the sticky wood.
A sharp chime interrupted the
hum of the neon sign above the entrance, and the heavy oak door swung inward. Cold London air swept across the room, carrying the scent of damp wool and exhaust fumes.
Rory turned her head toward
the noise, her bright blue eyes locking instantly onto the figure stepping out of the
gloom
.
A silver signet ring caught
the dim amber light as a
familiar
hand pushed back a rain-soaked hood. "I heard you moved back to the city," Julian said.
The voice was deeper than
it had been in Cardiff, stripped of the careless cadence Rory remembered from their university days.
He stood just inside the
door, taller than before, filling out a tailored charcoal overcoat that smelled faintly of expensive gin and old paper.
His once messy brown hair
was cropped
short, styled with ruthless precision. "Julian," Rory said.
The name felt strange on
her tongue, heavy and awkward after five years of absolute
silence
. "You look different."
Julian stepped forward, his leather
shoes clicking against the worn floorboards. "Harder. Less... collegiate." "People grow up, Julian. Some of us survive Cardiff."
Rory crossed her arms, her
fingers brushing the small crescent-shaped scar on her left wrist. "Survive?" Julian stopped two paces away, a tight smile pulling at the corner of his mouth. "You ran. Eva called me three days after you vanished. Said your flat was empty. Clothes still in the wardrobe. Kettle still warm." "Eva talks too much." "Eva was worried sick."
Julian unbuttoned his coat, revealing
an immaculate navy suit beneath. "We all were. Evan spent a month coming into the student union looking like a kicked dog." "Evan was a violent psychopath."
Rory kept her voice dangerously
low, her gaze fixed on the bridge of Julian's nose. "Evan was a prominent barrister's son with a promising career,"
Julian said, his tone dropping
into a smooth, practiced cadence that belonged in a courtroom rather than a Soho dive bar. "You ruined him. A restraining order, a police report, and a sudden midnight flight to London. People talk, Rory. They still talk." "Let them talk."
Rory leaned against the bar
. "They didn't live with him." Silas slid a heavy tumbler filled with amber liquid across the zinc toward Julian without
being asked
. The older man leaned his
weight
onto his injured left leg, watching the exchange with the still, predatory patience of a retired field agent observing a compromised asset. "Drink?" Silas asked Julian. "Bourbon. Neat. Whatever is expensive,"
Julian said, not breaking eye contact with Rory
. "You haven't changed your taste in watering holes. Still associating with shady characters, I see." "Silas runs a legitimate business," Rory said. "Of course he does." Julian lifted the glass, swirling the liquid before taking a
measured
sip. "Everyone in Soho is legitimate until the National Crime Agency audits their books." "Watch your mouth in here, lad," Silas said, his voice dropping an octave, carrying the cold authority of a man who had buried secrets in Prague. "This isn't a university debating society." Julian chuckled, a dry, humorless sound. "Forgive me. I forgot my manners. The corporate law firm tends to make one a bit arrogant. Partner track, you know. It changes a man." "I can tell," Rory said, looking him up and down. "You smell like corporate compliance and quiet desperation." "I smell like success, Rory. Something you might understand if you hadn't thrown away a first-class degree to deliver sweet and sour pork on a bicycle." Julian stepped closer, invading her space. The scent of gin washed over her. "Brendan still asks about you. Your father misses his only daughter. He thinks you're dead, you know. Or worse, mixed up with the sort of scum your mother spent her whole life trying to keep you away from." "My father chose his side of the argument the night he told me to apologize to Evan for a broken rib." Rory's voice didn't waver, but the muscles in her jaw locked tight. "He's an old man, Rory. He's greying. His heart isn't what it used to be." Julian's expression softened into a mask of
calculated
pity. "Come back to Cardiff for a weekend. Just for Sunday dinner. I can drive you down. We can pretend none of this happened." "Pretend the abuse didn't happen?" Rory laughed, a sharp, ugly sound. "Is that what you tell your little associates at the firm? Sweep it under the rug for the sake of polite society?" "I'm saying people make mistakes. Evan paid for his. He lost his placement at the firm. He had to move to Bristol." Julian set his glass down hard enough to crack the condensation ring on the wood. "You destroyed a brilliant young man's life over a lovers' quarrel." "A lovers' quarrel?" Rory pushed off the bar, her height and slender frame squaring up to him. "He threw me down a flight of stairs because I forgot to iron his shirt." "Words get exaggerated in police statements," Julian said smoothly. "Especially when terrified girls need an excuse to run away from home." Silas stepped around the end of the bar, his hand resting casually near the hidden access panel behind the register. His hazel
eyes narrowed
. "The conversation has reached its natural conclusion," Silas said. "Drink up, lad. Then walk out the way you came." "I'm talking to my old friend, mate,"
Julian said, not looking at Silas
. "Rory and I have a lot of ground to cover. Years of missed birthdays. Years of
silence
." "There is nothing to cover," Rory said. "We died in Cardiff. Both of us." "Did we?" Julian reached out, his manicured fingers brushing a stray lock of straight black hair from Rory's shoulder. "I don't think you're dead at all, Laila. I think you're hiding." The use of her old childhood nickname hit like a physical blow. Rory's hand flashed out, catching Julian's wrist in a vise grip before he could pull away, her fingers digging directly into the small tendons. "Don't ever call me that," Rory hissed. Julian didn't flinch.
Instead, a slow, predatory grin
spread across his face as he used his free hand to slide a heavy, cream-colored envelope out of his coat pocket, dropping it squarely onto the bar between them. "Your father's power of attorney," Julian whispered, leaning in close so only she could hear. "He signed it yesterday morning. You're coming home, Laila. Whether you want to or not."
created_at
"2026-07-25T14:41:27.184Z"
7/25/2026, 2:41:27 PM
model
"google/gemini-3.5-flash-lite-20260721"
app_id
182717
external_user
(null)
streamed
true
cancelled
false
latency
332
moderation_latency
(null)
generation_time
7847
tokens_prompt
4445
tokens_completion
1771
native_tokens_prompt
4497
native_tokens_completion
1596
native_tokens_completion_images
0
native_tokens_reasoning
0
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"
service_tier
"default"
usage
0.0053391
router
(null)
provider_responses
0
endpoint_id
"6bd8f433-79e1-416c-b407-1772eb796c9a"
id
"F8tkas7IEI-C-8YPkcnLuQk"
is_byok
false
latency
332
model_permaslug
"google/gemini-3.5-flash-lite-20260721"
provider_name
"Google AI Studio"
status
200
user_agent
"langchainjs-openai/1.0.0 ((node/v24.18.0; linux; x64))"
http_referer
(null)
request_id
"req-1784990487-m4IbFmzdTIdbHTlH7sAp"
session_id
(null)
preset_id
(null)
api_type
"completions"
id
"gen-1784990487-SnDwtGScGExxSTrV5igS"
upstream_id
"F8tkas7IEI-C-8YPkcnLuQk"
total_cost
0.0053391
cache_discount
(null)
upstream_inference_cost
0
provider_name
"Google AI Studio"
response_cache_source_id
(null)
data_region
"global"
Evaluation details
Result
Evaluator
Details
Meta Data
100.00%
Adverbs in dialogue tags
Target: ≤10% dialogue tags with adverbs
totalTags
32
adverbTagCount
1
adverbTags
0
"Julian said smoothly [smoothly]"
dialogueSentences
55
tagDensity
0.582
leniency
1
rawRatio
0.031
effectiveRatio
0.031
100.00%
AI-ism adverb frequency
Target: <2% AI-ism adverbs (58 tracked)
wordCount
1187
totalAiIsmAdverbs
0
found
(empty)
highlights
(empty)
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)
70.51%
AI-ism word frequency
Target: <2% AI-ism words (290 tracked)
wordCount
1187
totalAiIsms
7
found
0
word
"gloom"
count
1
1
word
"familiar"
count
1
2
word
"silence"
count
2
3
word
"weight"
count
1
4
word
"measured"
count
1
5
word
"calculated"
count
1
highlights
0
"gloom"
1
"familiar"
2
"silence"
3
"weight"
4
"measured"
5
"calculated"
100.00%
Cliché density
Target: ≤1 cliche(s) per 800-word window
totalCliches
1
maxInWindow
1
found
0
label
"eyes widened/narrowed"
count
1
highlights
0
"eyes narrowed"
100.00%
Emotion telling (show vs. tell)
Target: ≤3% sentences with emotion telling
emotionTells
0
narrationSentences
54
matches
(empty)
100.00%
Filter word density
Target: ≤3% sentences with filter/hedge words
filterCount
0
hedgeCount
0
narrationSentences
54
filterMatches
(empty)
hedgeMatches
(empty)
100.00%
Gibberish response detection
Target: ≤1% gibberish-like sentences (hard fail if a sentence exceeds 800 words)
analyzedSentences
77
gibberishSentences
0
adjustedGibberishSentences
0
longSentenceCount
0
runOnParagraphCount
0
giantParagraphCount
0
wordSaladCount
0
repetitionLoopCount
0
controlTokenCount
0
repeatedSegmentCount
0
maxSentenceWordsSeen
38
ratio
0
matches
(empty)
100.00%
Markdown formatting overuse
Target: ≤5% words in markdown formatting
markdownSpans
0
markdownWords
0
totalWords
1187
ratio
0
matches
(empty)
100.00%
Missing dialogue indicators (quotation marks)
Target: ≤10% speech attributions without quotation marks
totalAttributions
20
unquotedAttributions
0
matches
(empty)
0.00%
Name drop frequency
Target: ≤1.0 per-name mentions per 100 words
totalMentions
52
wordCount
633
uniqueNames
7
maxNameDensity
3.16
worstName
"Julian"
maxWindowNameDensity
5.5
worstWindowName
"Julian"
discoveredNames
Rory
19
Silas
9
London
1
Cardiff
1
Julian
20
Soho
1
Prague
1
persons
0
"Rory"
1
"Silas"
2
"Julian"
places
0
"London"
1
"Cardiff"
2
"Soho"
3
"Prague"
globalScore
0
windowScore
0
100.00%
Narrator intent-glossing
Target: ≤2% narration sentences with intent-glossing patterns
analyzedSentences
40
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
1187
matches
(empty)
100.00%
Overuse of "that" (subordinate clause padding)
Target: ≤2% sentences with "that" clauses
thatCount
0
totalSentences
77
matches
(empty)
100.00%
Paragraph length variance
Target: CV ≥0.5 for paragraph word counts
totalParagraphs
43
mean
27.6
std
15.94
cv
0.577
sampleLengths
0
22
1
18
2
3
3
6
4
39
5
24
6
57
7
18
8
10
9
57
10
19
11
17
12
24
13
39
14
4
15
31
16
20
17
53
18
13
19
45
20
4
21
28
22
7
23
29
24
32
25
31
26
18
27
77
28
33
29
47
30
33
31
48
32
32
33
21
34
24
35
19
36
30
37
14
38
31
39
36
40
7
41
37
42
30
92.27%
Passive voice overuse
Target: ≤2% passive sentences
passiveCount
2
totalSentences
54
matches
0
"was cropped"
1
"being asked"
100.00%
Past progressive (was/were + -ing) overuse
Target: ≤2% past progressive verbs
pastProgressiveCount
1
totalVerbs
106
matches
0
"was wiping"
100.00%
Em-dash & semicolon overuse
Target: ≤2% sentences with em-dashes/semicolons
emDashCount
0
semicolonCount
0
flaggedSentences
0
totalSentences
77
ratio
0
matches
(empty)
88.00%
Purple prose (modifier overload)
Target: <4% adverbs, <2% -ly adverbs, no adj stacking
wordCount
637
adjectiveStacks
2
stackExamples
0
"small crescent-shaped scar"
1
"heavy, cream-colored envelope"
adverbCount
23
adverbRatio
0.03610675039246468
lyAdverbCount
10
lyAdverbRatio
0.015698587127158554
100.00%
Repeated phrase echo
Target: ≤20% sentences with echoes (window: 2)
totalSentences
77
echoCount
0
echoWords
(empty)
100.00%
Sentence length variance
Target: CV ≥0.4 for sentence word counts
totalSentences
77
mean
15.42
std
8.48
cv
0.55
sampleLengths
0
22
1
11
2
7
3
3
4
6
5
9
6
14
7
16
8
24
9
20
10
16
11
21
12
18
13
10
14
21
15
24
16
12
17
3
18
16
19
14
20
3
21
24
22
16
23
23
24
4
25
14
26
17
27
20
28
31
29
22
30
8
31
5
32
17
33
28
34
4
35
13
36
15
37
7
38
16
39
13
40
26
41
6
42
6
43
25
44
10
45
8
46
32
47
7
48
38
49
33
82.68%
Sentence opener variety
Target: ≥60% unique sentence openers
consecutiveRepeats
3
diversityRatio
0.5194805194805194
totalSentences
77
uniqueOpeners
40
72.46%
Adverb-first sentence starts
Target: ≥3% sentences starting with an adverb
adverbCount
1
totalSentences
46
matches
0
"Instead, a slow, predatory grin"
ratio
0.022
100.00%
Pronoun-first sentence starts
Target: ≤30% sentences starting with a pronoun
pronounCount
3
totalSentences
46
matches
0
"He stood just inside the"
1
"His once messy brown hair"
2
"His hazel eyes narrowed."
ratio
0.065
0.00%
Subject-first sentence starts
Target: ≤72% sentences starting with a subject
subjectCount
44
totalSentences
46
matches
0
"The green neon sign outside"
1
"Silas did not look up"
2
"The rag moved in slow,"
3
"Silas set the glass down"
4
"A grey-streaked auburn beard framed"
5
"Rory ripped the thermal receipt"
6
"A sharp chime interrupted the"
7
"Rory turned her head toward"
8
"A silver signet ring caught"
9
"The voice was deeper than"
10
"He stood just inside the"
11
"His once messy brown hair"
12
"The name felt strange on"
13
"Julian stepped forward, his leather"
14
"Rory crossed her arms, her"
15
"Julian stopped two paces away,"
16
"Julian unbuttoned his coat, revealing"
17
"Rory kept her voice dangerously"
18
"Julian said, his tone dropping"
19
"Rory leaned against the bar"
ratio
0.957
0.00%
Subordinate conjunction sentence starts
Target: ≥2% sentences starting with a subordinating conjunction
subConjCount
0
totalSentences
46
matches
(empty)
ratio
0
58.82%
Technical jargon density
Target: ≤6% sentences with technical-jargon patterns
analyzedSentences
17
technicalSentenceCount
2
matches
0
"He stood just inside the door, taller than before, filling out a tailored charcoal overcoat that smelled faintly of expensive gin and old paper."
1
"Rory's hand flashed out, catching Julian's wrist in a vise grip before he could pull away, her fingers digging directly into the small tendons."
62.50%
Useless dialogue additions
Target: ≤5% dialogue tags with trailing filler fragments
totalTags
32
uselessAdditionCount
4
matches
0
"Julian stepped, his leather shoes clicking against the worn floorboards"
1
"Julian stopped, a tight smile pulling at the corner of his mouth"
2
"Julian said, not breaking eye contact with Rory"
3
"Julian said, not looking at Silas"
95.45%
Dialogue tag variety (said vs. fancy)
Target: ≤10% fancy dialogue tags
totalTags
17
fancyCount
3
fancyTags
0
"Rory laughed (laugh)"
1
"Rory hissed (hiss)"
2
"Julian whispered (whisper)"
dialogueSentences
55
tagDensity
0.309
leniency
0.618
rawRatio
0.176
effectiveRatio
0.109
84.0902%