Run: 2026-06-01-01KT1GWJ7ZQ9RVTGFCH08265BE

Run Details

Duration:
51.4s
Cost:
$0.070725
Provider:
Anthropic

Model input

System
You are an expert novelist with a gift for vivid, immersive prose. You write in tight third-person limited point of view with a strong narrative voice. Your prose is clean, precise, and engaging — you favor strong verbs, concrete details, and natural-sounding dialogue. You will be given a story bible (codex) containing canonical details about characters, locations, items, and lore. Use these details to ground your writing in the established world. Stay consistent with the codex. Write only the prose of the scene. Do not include titles, chapter headings, markdown formatting, or any commentary before or after the scene.
User/Human
<codex> <character id="4416" name="Detective Harlow Quinn" aliases="Quinn, Detective Quinn, Harlow" pronouns="she/her" species="Human" storyRole="Antagonist"> <eyeColor>brown</eyeColor> <hair>closely cropped salt-and-pepper</hair> <height>5'9"</height> <age>41</age> <jawline>sharp jaw</jawline> <watch>worn leather watch on her left wrist</watch> <bearing>military precision</bearing> <description>A Metropolitan Police detective with 18 years of decorated service who suspects the clique is involved in criminal activity.</description> <backstory>She lost her partner, DS Morris, during a case three years ago under unexplained circumstances that had supernatural origins she doesn't yet understand.</backstory> </character> <character id="4414" name="Eva Kowalski" aliases="Eva, Evie" pronouns="she/her" species="Human" storyRole="Best Friend"> <eyeColor>green</eyeColor> <hair>curly red</hair> <height>5'4"</height> <age>26</age> <glasses>round glasses</glasses> <satchel>worn leather satchel full of books</satchel> <freckles>freckled complexion</freckles> <nervousHabit>tucking hair behind her left ear</nervousHabit> <description>Aurora's childhood friend and an occult researcher.</description> <backstory>Moved to London two years before Aurora and works as a research assistant at the British Museum's restricted archives. She holds a master's degree in Ancient History from Oxford.</backstory> </character> <location id="856" name="The Veil Market" aliases="Veil Market, the Market, underground market" realm="Earth"> <currentLocation>abandoned Tube station beneath Camden</currentLocation> <entryRequirement>bone token</entryRequirement> <schedule>moves locations every full moon</schedule> <description>A hidden supernatural black market that sells enchanted goods, banned alchemical substances, and information.</description> </location> <item id="2004" name="Veil Compass" aliases="the Compass, shadow compass" type="Tool" origin="The Veil Market"> <casingMaterial>small brass compass</casingMaterial> <faceMarkings>face etched with protective sigils</faceMarkings> <needle>points toward the nearest supernatural rift or portal</needle> <patina>casing has a patina of verdigris</patina> <creator>crafted by a Shade artisan</creator> <description>A compass attuned to supernatural energy.</description> </item> </codex> Write a fully fleshed out scene of at least 1000 words in the mystery genre. A detective arrives at a crime scene in an unusual location. Something is wrong — the evidence doesn't add up. A colleague is present, offering a different interpretation. Through careful observation and deduction, the detective begins to see what others have missed. 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.

Model response

AI
The stairwell hadn't seen public use in sixty years, and it smelled like it. Detective Harlow Quinn descended into the dark with one hand trailing the tiled wall, counting steps out of habit. Forty-three down. The Camden street noise faded behind her until all she could hear was the drip of water and the scuff of her own boots on concrete furred with grime. A constable waited at the bottom with a torch and a face the colour of wet paper. "Detective Quinn." He swallowed. "DI Babbage said you'd want the scene preserved. We've not moved anything." "Good." She took the offered torch and swept it across the platform. It was an old Tube station, decommissioned and bricked over from the surface decades ago, the kind of place that existed now only on enthusiasts' maps and in the memories of men who'd long since retired. The platform stretched away into blackness in both directions. The tiling was Edwardian, oxblood and cream, peeling now into shapes that suggested faces if you looked too long. Quinn did not look too long. She had eighteen years of training that told her where to put her eyes, and right now she put them on the body. It lay near the platform edge, half on its side, one arm flung out toward the dead rails. A man, mid-forties, expensively dressed for a place no respectable man had any business being. No visible wound. No blood. His eyes were open and his mouth was open and his expression was one Quinn had seen exactly once before, three years ago, in a different kind of dark, on a different kind of night, when DS Morris had stopped answering his radio. She pushed that thought down where it lived. "There you are." The voice came from the shadows up the platform, warm and slightly breathless. A small figure resolved out of the dark — a young woman, perhaps mid-twenties, curly red hair pinned back in a losing battle, round glasses catching the torchlight, a heavy leather satchel slung across her body and visibly stuffed with books. She picked her way over the rubble with the careful steps of someone unused to crime scenes. "You must be the detective. They told me you were coming. Eva Kowalski. British Museum." Quinn did not lower the torch. "The Museum sends researchers to murder scenes now, does it?" "When the murder scene is a sealed station that doesn't appear on any modern utilities map and the deceased was found clutching this." Eva held up a clear evidence bag. Inside it, a small disc of yellowed bone, no bigger than a coin, scored with marks. "Your DI called my department's after-hours line at two in the morning. Apparently I'm what passes for an expert." "Expert in what?" Eva tucked a loose curl behind her left ear. "The unusual." Quinn crouched beside the body. The constable hovered. She waved him back without looking, and he retreated gratefully toward the stairs. "Cause of death?" Quinn asked. "The pathologist's preliminary read is cardiac arrest." Eva crouched opposite her, surprisingly steady now that there was something to examine. "No struggle. No toxins detected on the field kit. He simply stopped." "Men his age stop. They eat badly and they work too hard and one morning their hearts decide they've had enough." Quinn ran the torch over the man's hands. Manicured. Soft. Not a workman. "What's your different interpretation? You've got one. People who say a death is simple don't get dragged out of bed at two." A small, surprised laugh. "You're quick." "I'm tired." Quinn moved the beam down. "Tell me what's wrong with the picture. You first. I want to hear the version I'm meant to dismiss." Eva considered, then nodded toward the body's outflung hand. "He was running. Look at the angle, the way the coat's bunched. He was running away from something, toward the platform edge, and then he stopped — instantly, mid-stride, the way you don't unless something interrupts the body all at once. The cardiac event is the symptom, not the cause. Something frightened this man to death in a place he should never have been able to reach. The station's been sealed since 1962. The surface entrance is welded. We don't know how he got down here." "And the bone token?" "It's old. Human, I think, though I'd want the lab to confirm." Eva's voice stayed level, but her thumb worried at the edge of the evidence bag. "It's a key. Or it was. To a place that — " She stopped herself. "To somewhere people like him pay a great deal of money to visit." Quinn straightened. Her knees complained; forty-one was not twenty-five, however much military bearing she carried herself with. She turned slowly, sweeping the torch in a full arc, reading the platform the way she'd been trained to read any room: not as a collection of objects but as a record of motion. The grime told stories. Dust was the most honest witness in the world. There — the disturbed dust. Eva was right about that much. A man's tracks, the long irregular gaps of a sprint, coming from the far black end of the platform. But Quinn's eye snagged on something the researcher had missed, because the researcher had been looking for the frightening thing and Quinn had learned long ago to look instead for the ordinary one. A second set of footprints. They came from the same darkness, walking — not running — in even, measured strides. They stopped six feet from the body. And then they turned and went back the way they'd come, unhurried. "You said no struggle," Quinn murmured. "No toxins." "That's right." "Did the field kit test for anything that wouldn't show on a standard panel?" Eva went still. "It can't. There's no panel for — " She caught herself again, that nervous tuck of hair. "For certain things." Quinn crouched once more, this time at the dead man's collar. Beneath the expensive wool, against the skin, a faint mark: a circular burn, neat as a brand, no larger than the bone token. The same diameter. She'd have bet her pension the token, pressed to bare flesh, would fit it exactly. "He didn't drop the token in fear," Quinn said quietly. "Someone took it from him and put it back. After. They wanted him found with it." She looked up at Eva, and her brown eyes were very steady. "This wasn't a man frightened to death by something he stumbled into. This was a man who was let down here, walked toward by someone who knew exactly where they were going, and killed in a way that leaves no panel to test for. Then arranged. The fear's real, Miss Kowalski. But fear was the weapon, not the accident." Eva's freckled face had gone pale. "You see all that." "I see what's in front of me." Quinn rose, brushing dust from her knees, and felt the old leather watch shift loose on her wrist. Three years ago she had stood in another dark place and seen a thing she had refused, ever since, to name. She named nothing now. "What I don't see is who walks calmly toward a man dying of terror. Or what they used. That's the part you're going to help me with — the part you're not saying." Eva looked down at the bone token in its bag, then back up. Something shifted behind her glasses, a decision. "Detective," she said, "what do you actually know about what's down here?" Quinn switched off the torch for a moment, just to feel the dark, and let it answer for her.
created_at"2026-06-01T12:00:12.042Z" 6/1/2026, 12:00:12 PM
model"anthropic/claude-4.8-opus-20260528"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency4636
moderation_latency(null)
generation_time51363
tokens_prompt923
tokens_completion1968
native_tokens_prompt1285
native_tokens_completion2572
native_tokens_completion_images(null)
native_tokens_reasoning100
native_tokens_cached0
num_media_prompt(null)
num_input_audio_prompt(null)
num_media_completion0
num_search_results(null)
num_fetches(null)
web_search_engine(null)
origin"https://ncbench.com/"
is_byokfalse
finish_reason"stop"
native_finish_reason"end_turn"
service_tier"default"
usage0.070725
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provider_responses
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endpoint_id"b0d3beaa-5ff7-4666-a749-b1bb2b14c916"
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is_byokfalse
latency2015
model_permaslug"anthropic/claude-4.8-opus-20260528"
provider_name"Anthropic"
status200
user_agent"langchainjs-openai/1.0.0 ((node/v24.16.0; linux; x64))"
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request_id"req-1780315212-HVP2PSJQIWYksf7bzGK1"
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api_type"completions"
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upstream_id"msg_01Rkt9KN2DrpmGCGMU6Jckoi"
total_cost0.070725
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provider_name"Anthropic"
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Evaluation details

Result Evaluator Details Meta Data
100.00% Adverbs in dialogue tags
Target: ≤10% dialogue tags with adverbs
totalTags17
adverbTagCount1
adverbTags
0"Quinn said quietly [quietly]"
dialogueSentences36
tagDensity0.472
leniency0.944
rawRatio0.059
effectiveRatio0.056
88.20% AI-ism adverb frequency
Target: <2% AI-ism adverbs (58 tracked)
wordCount1271
totalAiIsmAdverbs3
found
0
adverb"slightly"
count1
1
adverb"slowly"
count1
2
adverb"very"
count1
highlights
0"slightly"
1"slowly"
2"very"
100.00% AI-ism character names
Target: 0 AI-default names (17 tracked, −20% each)
codexExemptions(empty)
found(empty)
100.00% AI-ism location names
Target: 0 AI-default location names (33 tracked, −20% each)
codexExemptions(empty)
found(empty)
88.20% AI-ism word frequency
Target: <2% AI-ism words (290 tracked)
wordCount1271
totalAiIsms3
found
0
word"resolved"
count1
1
word"measured"
count1
2
word"standard"
count1
highlights
0"resolved"
1"measured"
2"standard"
100.00% Cliché density
Target: ≤1 cliche(s) per 800-word window
totalCliches0
maxInWindow0
found(empty)
highlights(empty)
100.00% Emotion telling (show vs. tell)
Target: ≤3% sentences with emotion telling
emotionTells0
narrationSentences69
matches(empty)
100.00% Filter word density
Target: ≤3% sentences with filter/hedge words
filterCount1
hedgeCount0
narrationSentences69
filterMatches
0"watch"
hedgeMatches(empty)
100.00% Gibberish response detection
Target: ≤1% gibberish-like sentences (hard fail if a sentence exceeds 800 words)
analyzedSentences89
gibberishSentences0
adjustedGibberishSentences0
longSentenceCount0
runOnParagraphCount0
giantParagraphCount0
wordSaladCount0
repetitionLoopCount0
controlTokenCount0
repeatedSegmentCount0
maxSentenceWordsSeen86
ratio0
matches(empty)
100.00% Markdown formatting overuse
Target: ≤5% words in markdown formatting
markdownSpans0
markdownWords0
totalWords1281
ratio0
matches(empty)
100.00% Missing dialogue indicators (quotation marks)
Target: ≤10% speech attributions without quotation marks
totalAttributions12
unquotedAttributions0
matches(empty)
49.37% Name drop frequency
Target: ≤1.0 per-name mentions per 100 words
totalMentions33
wordCount795
uniqueNames9
maxNameDensity2.01
worstName"Quinn"
maxWindowNameDensity3
worstWindowName"Quinn"
discoveredNames
Harlow1
Quinn16
Camden1
Tube1
Edwardian1
Morris1
Eva10
Manicured1
Three1
persons
0"Harlow"
1"Quinn"
2"Morris"
3"Eva"
places
0"Camden"
globalScore0.494
windowScore0.667
41.30% Narrator intent-glossing
Target: ≤2% narration sentences with intent-glossing patterns
analyzedSentences46
glossingSentenceCount2
matches
0"smelled like it"
1"s her body and visibly stuffed with books"
100.00% "Not X but Y" pattern overuse
Target: ≤1 "not X but Y" per 1000 words
totalMatches1
per1kWords0.781
wordCount1281
matches
0"not as a collection of objects but as a record of motion"
100.00% Overuse of "that" (subordinate clause padding)
Target: ≤2% sentences with "that" clauses
thatCount1
totalSentences89
matches
0"pushed that thought"
100.00% Paragraph length variance
Target: CV ≥0.5 for paragraph word counts
totalParagraphs36
mean35.58
std30.94
cv0.869
sampleLengths
064
117
216
312
493
581
68
789
816
965
103
1111
1221
135
1432
1556
166
1726
1895
194
2055
2164
2263
235
2434
258
262
2714
2823
2952
3097
3110
3283
3320
3412
3519
100.00% Passive voice overuse
Target: ≤2% passive sentences
passiveCount1
totalSentences69
matches
0"been trained"
100.00% Past progressive (was/were + -ing) overuse
Target: ≤2% past progressive verbs
pastProgressiveCount0
totalVerbs127
matches(empty)
14.45% Em-dash & semicolon overuse
Target: ≤2% sentences with em-dashes/semicolons
emDashCount4
semicolonCount1
flaggedSentences4
totalSentences89
ratio0.045
matches
0"A small figure resolved out of the dark — a young woman, perhaps mid-twenties, curly red hair pinned back in a losing battle, round glasses catching the torchlight, a heavy leather satchel slung across her body and visibly stuffed with books."
1"Her knees complained; forty-one was not twenty-five, however much military bearing she carried herself with."
2"There — the disturbed dust."
3"They came from the same darkness, walking — not running — in even, measured strides."
100.00% Purple prose (modifier overload)
Target: <4% adverbs, <2% -ly adverbs, no adj stacking
wordCount507
adjectiveStacks0
stackExamples(empty)
adverbCount15
adverbRatio0.029585798816568046
lyAdverbCount8
lyAdverbRatio0.015779092702169626
100.00% Repeated phrase echo
Target: ≤20% sentences with echoes (window: 2)
totalSentences89
echoCount0
echoWords(empty)
100.00% Sentence length variance
Target: CV ≥0.4 for sentence word counts
totalSentences89
mean14.39
std13.35
cv0.928
sampleLengths
014
119
22
329
417
54
612
712
836
99
1019
116
1223
1318
1415
153
162
1743
188
1916
2041
2117
2215
236
2410
2530
2616
2719
283
299
302
315
323
3313
345
3520
3612
3729
381
391
403
4122
424
432
447
4519
469
4786
484
4927
72.28% Sentence opener variety
Target: ≥60% unique sentence openers
consecutiveRepeats4
diversityRatio0.4606741573033708
totalSentences89
uniqueOpeners41
0.00% Adverb-first sentence starts
Target: ≥3% sentences starting with an adverb
adverbCount0
totalSentences60
matches(empty)
ratio0
100.00% Pronoun-first sentence starts
Target: ≤30% sentences starting with a pronoun
pronounCount17
totalSentences60
matches
0"She took the offered torch"
1"It was an old Tube"
2"She had eighteen years of"
3"It lay near the platform"
4"His eyes were open and"
5"She pushed that thought down"
6"She picked her way over"
7"She waved him back without"
8"She stopped herself"
9"Her knees complained; forty-one was"
10"She turned slowly, sweeping the"
11"They came from the same"
12"They stopped six feet from"
13"She caught herself again, that"
14"She'd have bet her pension"
15"She looked up at Eva,"
16"She named nothing now."
ratio0.283
18.33% Subject-first sentence starts
Target: ≤72% sentences starting with a subject
subjectCount53
totalSentences60
matches
0"The stairwell hadn't seen public"
1"Detective Harlow Quinn descended into"
2"The Camden street noise faded"
3"A constable waited at the"
4"She took the offered torch"
5"It was an old Tube"
6"The platform stretched away into"
7"The tiling was Edwardian, oxblood"
8"Quinn did not look too"
9"She had eighteen years of"
10"It lay near the platform"
11"A man, mid-forties, expensively dressed"
12"His eyes were open and"
13"She pushed that thought down"
14"The voice came from the"
15"A small figure resolved out"
16"She picked her way over"
17"Quinn did not lower the"
18"Eva held up a clear"
19"Eva tucked a loose curl"
ratio0.883
0.00% Subordinate conjunction sentence starts
Target: ≥2% sentences starting with a subordinating conjunction
subConjCount0
totalSentences60
matches(empty)
ratio0
100.00% Technical jargon density
Target: ≤6% sentences with technical-jargon patterns
analyzedSentences25
technicalSentenceCount0
matches(empty)
95.59% Useless dialogue additions
Target: ≤5% dialogue tags with trailing filler fragments
totalTags17
uselessAdditionCount1
matches
0"Eva's voice stayed, but her thumb worried at the edge of the evidence bag"
100.00% Dialogue tag variety (said vs. fancy)
Target: ≤10% fancy dialogue tags
totalTags4
fancyCount1
fancyTags
0"Quinn murmured (murmur)"
dialogueSentences36
tagDensity0.111
leniency0.222
rawRatio0.25
effectiveRatio0.056
82.2575%