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Run: 2026-04-24-01KQ0NZM66NRQW4NCAZNK1VBV6
Run Details
Model:
GPT-5.5 (Reasoning, Low)
Test:
Bad Writing Habits
Scenario:
Literary fiction: old friends reunite
Duration:
1m 44s
Cost:
$0.149025
Provider:
OpenAI
Evaluation summary
Score
Evaluator
Details Link
100.00%
Adverbs in dialogue tags
(details)
95.37%
AI-ism adverb frequency
(details)
100.00%
AI-ism character names
(details)
100.00%
AI-ism location names
(details)
83.04%
AI-ism word frequency
(details)
100.00%
Cliché density
(details)
100.00%
Emotion telling (show vs. tell)
(details)
100.00%
Filter word density
(details)
100.00%
Gibberish response detection
(details)
100.00%
Markdown formatting overuse
(details)
100.00%
Missing dialogue indicators (quotation marks)
(details)
0.00%
Name drop frequency
(details)
100.00%
Narrator intent-glossing
(details)
100.00%
"Not X but Y" pattern overuse
(details)
100.00%
Overuse of "that" (subordinate clause padding)
(details)
100.00%
Paragraph length variance
(details)
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)
44.27%
Sentence opener variety
(details)
52.91%
Adverb-first sentence starts
(details)
100.00%
Pronoun-first sentence starts
(details)
27.46%
Subject-first sentence starts
(details)
39.68%
Subordinate conjunction sentence starts
(details)
100.00%
Technical jargon density
(details)
89.29%
Useless dialogue additions
(details)
100.00%
Dialogue tag variety (said vs. fancy)
(details)
87.7342%
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 broke in Silas
Blackwood’s hand before Aurora saw the man at the door. Not dropped. Not knocked. Broken.
His fingers had closed around
the tumbler with such
force that the
thick base cracked, and whisky ran over his knuckles in a bright amber sheet. For half a second, no one moved.
The Raven’s Nest held its
breath around him, all low lamps and old maps and black-and-white photographs watching from the walls like jurors.
Then someone at the far
table laughed, thinking it part of some joke they had missed. Aurora knew better.
She stood behind the bar
with a crate of empty bottles balanced against her hip, the sour stink of stale lager rising from the glass.
Her black hair had slipped
forward over one cheek.
She did not push it
back.
Silas had gone still in
a way she had only seen twice before, once when a drunk tourist reached over the counter for his till, and once when a man in a dark coat left a sealed envelope under the green neon sign outside and walked away without buying a drink.
The man in the doorway
took off his hat. “Hello, Si.” Silas opened his bleeding hand. Two shards dropped onto the bar. One bounced, spun, and settled near the brass foot rail. “Arthur.” The name came out flat. Not welcome. Not warning.
A fact dragged from a
locked drawer.
Aurora set the crate down
without a sound.
Arthur stood beneath the glow
of the bar’s entrance light, thin as a coat hanger and dressed with the care of a man who had forgotten why care mattered.
His suit had once been
expensive.
Navy wool, good cut, Italian
perhaps, though the elbows shone and the cuffs had frayed into soft grey teeth.
A pale scar ran from
the hinge of his jaw to the corner of his mouth, tugging his smile sideways.
His hair, what remained of
it, clung in silver wisps to his scalp. But his eyes did the worst of it.
They were not the eyes
of a ruined man. Ruin would have shown. These eyes had sealed over. “Still serving poison to fools?” “Only to those who pay.” “Then I’m safe.” Silas reached for a bar towel. Blood had already threaded into the lines of his palm.
His silver signet ring shone
wet and red, a small heraldic animal drowned in whisky. Aurora moved before he could wrap the cut. “Let me see.” “No.” “Your hand’s open.” “I noticed.”
She took the towel from
him anyway. Their eyes met, his hazel, hers bright blue, and something like irritation passed between them. It felt
familiar
. Safer than whatever had entered with Arthur. Silas gave her his hand. Arthur watched the exchange with the mild interest of a man inspecting a painting he disliked. “Staff now?” “Tenant,” Aurora said. “Ah.”
He said it as if
the word had a sour centre. Silas flexed his fingers while she pressed the towel into his palm. “Rory, this is Arthur Vale.” “Vale?”
She tightened the cloth until
Silas’s jaw ticked. “Old friend?” Arthur’s warped smile stirred. “Old, certainly.” Silas did not laugh. The bar had drawn quieter by degrees. The Raven’s Nest did that when trouble entered.
Even the drunk men beneath
the framed map of Prague lowered their voices, though they knew nothing about Prague beyond cheap flights and stag parties. The bar made people
feel
they had walked into someone else’s memory and should mind the furniture. Aurora had learned its moods. The blackened oak counter, the foxed photographs of railway platforms and embassy parties, the ceiling stained by years of smoke that no ban could quite erase. Behind the bar, bottles stood in narrow ranks, gin, rye, dark rum, and spirits Silas kept for people who never looked at the price. At the back, the bookshelf leaned against the wall with its old travel guides and dead authors, hiding the door no customer ever found unless Silas wanted them to. Arthur looked at that shelf for one beat too long. Silas saw it. “You’re late by nineteen years.” Arthur removed his gloves finger by finger. Black leather, cracked across the knuckles. “I would’ve come sooner, but I had the discourtesy to survive.” “That was never your flaw.” “No. My flaw was loyalty. Yours was arithmetic.” Aurora glanced between them. Silas’s face had settled into the calm mask he wore for debt collectors, policemen, and men who ordered champagne in Soho bars at noon. Yet his fingers
trembled
against the towel. Only a little. Enough. “Drink?” he asked. “Water.” That drew Silas’s first true reaction. A short breath through the nose, almost a laugh, almost grief. “Christ.” “People change.” “Not that much.” Arthur stepped fully inside. The door swung shut behind him, muting the street. Green neon bled around the frosted glass, turning the edges of his shoulders sickly and bright. Aurora fetched a glass of water and placed it before him. He did not touch it.
His gaze dropped to her
left wrist. The crescent scar showed where her sleeve had ridden up. “Accident?” “Childhood.” “Those are the honest ones.” Silas’s voice cut in. “Leave her out of it.” “Out of what?” Arthur finally looked at him. “That depends on whether she knows what kind of man pays her rent.” Aurora folded the bloodied towel over Silas’s hand. “I know he charges too much for a flat with pipes that sing at three in the morning.” “Rory.” “I also know he keeps a pistol behind the Romanian brandy and lies better when his knee hurts.” Arthur’s smile widened, but it did not warm him. “You collected another clever stray.” Silas’s injured hand curled. “She isn’t yours to classify.” “Was I?” The question landed
softly
.
It did more damage for
that. Silas looked past him to the door, then to the front windows, then to the mirror behind the bar. Habit moved through him like a draft through old walls. Aurora knew the sequence now. Entry. Reflection. Exits. Hands. Arthur noticed too. “Still counting shadows.” “You still casting them?” “Less than I used to.” “Hard to cast anything from a
grave
.” Arthur took a sip of water.
His mouth twitched where the
scar pulled it. “You came to mine, then?” “No.” “Wise.” “I sent flowers.” “Liar.” “White lilies.” Arthur paused. The glass hovered an inch above the counter.
His fingers had changed the
most, Aurora realised. Not the scar. Not the hair. The fingers. They were too neat. Too controlled. A man’s hands told the truth when his face had signed treaties with lies. Arthur’s fingers rested around the glass as if he had spent years
being punished
for every wasted movement. “Lilies,” he said. “Your mother liked them.” “My mother died thinking I’d sold my name and run.” “You had.” Arthur set the glass down. “Is that the story that helped you sleep?” Silas leaned on the bar, but the limp in his left leg had sharpened. Pain had a way of climbing him in
silence
. Aurora had seen it after long nights, when he thought she had gone upstairs and he crossed the empty room with one hand on the tables. “I didn’t sleep.” “No. Men like us don’t. We rehearse.” “Say what you came to say.” Arthur looked around the room again. At the old maps. At the photographs. At the customers pretending not to listen. At Aurora. “Private?” “No.” “Still proud.” “Still alive.” Arthur’s eyes
flicked
to Silas’s bloodied hand. “Debatable.” Aurora slid the first aid tin from under the counter. Its lid stuck. She hit it with the heel of her palm, harder than needed, and the sound cracked through the room. Two men near the fruit machine flinched. “Sorry,”
she said, not sorry
. Silas gave her a
look
. Arthur gave her another. “The girl has teeth.” “The girl has a name.” “Rory, then.” Arthur turned the glass with two fingers. “What did he tell you about Prague?” Silas’s face changed. Not much. Someone who did not know him would have missed it. The set of his mouth loosened, then hardened. His shoulders drew back. His ring finger tapped once against the counter. A small silver knock. Aurora heard the city in that tap. Prague. The old knee injury. The operation he never named. The permanent limp. The photographs he never dusted himself. “He told me enough.” “Impossible. Si never knew what enough meant.” Silas reached beneath the bar for the antiseptic. Aurora caught his wrist before he could grab the wrong bottle, not because he needed help, but because he needed something to stop him. Arthur watched the contact. “You’ve grown sentimental.” Silas said nothing. “Do you remember the flat on Žitná Street?” “I remember the smell.” “Cabbage from downstairs. Cordite from upstairs.” “And bleach in the bathroom.” Arthur shut his eyes briefly. “Yes. Bleach.” The Raven’s Nest had gone still again. The room had shrunk around them until the bar felt less like a public house and more like the inside of a confession box. Aurora dabbed antiseptic over Silas’s palm. He did not flinch. Arthur spoke to the water. “There were four of us in that flat. You, me, Lena, and the boy with the violin.” “Marek.” “You remember his name.” “I remember all their names.” “No, Si. You remember the ones that make you
look
wounded.” Silas’s free hand closed around the edge of the bar. Aurora had never heard anyone speak to him like that. Not with anger. Worse, with ownership.
As if he had found
an old coat and knew the shape of every stain inside it. Arthur leaned nearer. “Marek was nineteen. He played Bach with two missing strings and thought London smelled of oranges because you told him it did. He trusted you.” “He trusted the plan.” “He trusted you.” Silas’s voice dropped. “The plan failed.” “The plan succeeded. That was the obscenity.” A chair scraped near the wall. One of the regulars rose, thought better of leaving, sat again. Londoners loved trouble as long as it chose another table. Aurora taped gauze over Silas’s cut. Her hands stayed steady. Delivery work had taught her balance. Pre-Law had taught her language. Evan had taught her how men changed rooms before they raised a fist. Silas and Arthur did not raise theirs. They did something colder. They uncovered old bones and invited the other to admire the teeth marks. “What happened to you?” Silas asked. Arthur laughed. There it was, Aurora thought. The first honest sound he had made. It came out cracked, not amused, and it scraped him raw. “What happened?” Arthur’s scar whitened. “They pulled me from the river with two bullets in my ribs and your exit route in my pocket. They asked who gave it to me. I said no one. They asked again in a cellar under a veterinary clinic. I said no one. They asked for eleven years, in several languages, with
remarkable
persistence.” Silas’s gaze did not move. “You were confirmed dead.” “By whom?” Silas said nothing. Arthur nodded. “There it is.” “I saw the report.” “You wrote reports.” “I read this one.” “And because paper said dead, dead I became.” Arthur picked up the water and drank. His throat worked. The room did not. Aurora placed the tape back in the tin. “Eleven years,” she said. Both men looked at her, as if they had forgotten the living could still interrupt the dead. Arthur’s expression softened by a fraction. “Longer, in places without clocks.” Silas shifted his
weight
. His knee troubled him, but he hid it badly now. “Who held you?” Arthur studied him. “Does it matter?” “Yes.” “Why? To avenge me? To balance your ledger? To find someone worse than yourself and rest there?” Silas’s hand struck the bar. Bottles
trembled
behind him. The sound brought the old authority back into the room, and for a moment Aurora saw the man he had been before Soho, before the limp, before he poured pints for hen parties and watched exits in mirrors. “I looked for you.” Arthur’s face did not change. “Where?” “Everywhere I could.” “Could. Beautiful little prison of a word.” “I burned assets in Vienna. I traded favours in Berlin. I put my name where it should never have gone.” “And then?” Silas’s mouth tightened. “And then Lena turned up in a ditch outside Brno with her tongue cut out.” Arthur’s fingers slipped from the glass. The
silence
after that did not sit. It crawled. Aurora felt it climb her arms. Arthur had not known. Whatever he had come carrying, whatever blade he had sharpened across nineteen years, that one struck through his guard. He put one hand flat on the counter. The other went to his mouth, not covering grief, measuring whether his face still belonged to him. “Lena,” he said. Silas looked away first. “She had your ring.” Arthur’s hand moved to his coat pocket. Empty. His fingers pressed there, curled, released. “She kept it?” “Yes.” “I told her to sell it.” “She rarely did as instructed.” A faint memory passed between them, or the ghost of one. It did not warm the room. It made the cold more exact. Arthur sat on the bar stool in front of him. The movement aged him ten years. For the first time, he looked less like a revenant and more like a man whose body had carried history without consent. Aurora set a second glass of water down, though he had not finished the first. He noticed. “Do you mend all his ghosts?” “Only the ones bleeding on the furniture.” Silas almost smiled. It died before it reached his eyes. Arthur touched the rim of the glass. “You were thinner,” Silas said. “You were funnier.” “You had a red scarf.” “You hated that scarf.” “It made you visible from space.” “It made Lena laugh.” Silas’s jaw worked. “Yes.” The past opened then,
not in speech, but in the spaces between it
. Aurora saw them younger by the outline of what they refused to say. Silas without the limp, Arthur with both corners of his mouth free, Lena laughing into a red scarf in some foreign stairwell, Marek playing Bach on broken strings. All of it gone, yet not gone enough. Arthur stared at the shelves. “I used to think I’d come back and find you preserved. Same coat. Same doctrine. Same bottle in your desk.” “Close enough.” “No.” Arthur looked at the photographs on the wall. “This is new. You built a shrine and called it a bar.” “I built a place where people speak when they need to.” “You mean inform.” “I mean survive.” “Still polishing words until they
look
moral.” Silas took that without reply. Aurora disliked him for it. Not because Arthur was wrong.
Because Silas looked like he
agreed. A woman in a red leather jacket pushed open the door, saw the room’s temperature, and backed out without stepping in. The neon sign buzzed after her, green light flickering across Arthur’s cheek. The scar made his mouth
look
half-mended, half-mocking. “Why come here?” Aurora asked. Arthur turned to her. “Because he owes me a drink.” “No, he doesn’t.” Silas’s voice had gone soft. “He owes me a body.” Arthur’s eyes returned to him. “Which one?” Silas leaned closer. The old maps behind him showed countries with borders no one obeyed any more. His signet ring clicked against the bar. “Marek’s.” Arthur’s face emptied. For the first time since entering, he looked towards the back of the room
not as a man seeking exits, but as a man hearing footsteps behind a wall
. “What did you say?” “I found him.” Arthur swallowed. “Alive?” “No.” The single word moved through him like a blade through cloth. “Where?” “Deptford. Three days ago. Different name. Different teeth. Same violin scar on his thumb.” Arthur gripped the counter. “You found Marek three days ago and said nothing?” “To whom?” “To me.” “You were dead.” Arthur stood so fast the stool toppled behind him. It hit the floor with a flat crack. Several customers rose at once. Silas did not move. “He was a boy.” “I know.” “He played at our safehouse because the pipes screamed at night and Lena couldn’t sleep.” “I know.” “He called you Mr Blackwood even when you told him not to.” “I know.” “Stop saying that.” Silas stepped from behind the bar. His limp showed at once, left leg catching, pain pulling him down by a private chain. He came around the counter anyway, into the open, into reach. Aurora’s
pulse
struck once at her throat. Arthur stared at the limp. “They got your knee.” “Among other things.” “Good.” Silas nodded once. “Fair.” The word disarmed Arthur more than any denial could have done. He looked
suddenly
lost, almost insulted by the absence of resistance.
Then he reached into his
inside pocket. Aurora moved. She snatched the bottle of Romanian brandy from the shelf and set it down hard, her fingers already behind it, closing around the grip of Silas’s hidden pistol. The metal felt cold and practical. Nothing like the films. Heavier. Ruder. Silas did not
look
at her. “Rory.” Arthur froze with his hand in his coat. “Clever stray indeed.” “Hand out,” Aurora said. Her voice did not shake. That surprised no one more than her. Arthur withdrew his hand
slowly
. He held a photograph. Old. Creased. Black and white, though not from age, from some cheap machine in a border office or safehouse. Four people stood against a bare wall. Silas, younger, leaner, eyes bright with arrogance or hope. Arthur beside him, hair thick, grin careless, one arm thrown around a woman with short dark curls. Lena. At the edge stood a narrow-shouldered boy holding a violin case as if someone might take it. Arthur placed the photograph on the bar. “I carried this under my tongue for six months.” Aurora did not lower the gun. Silas looked at the photograph but did not touch it. Arthur tapped Marek’s face. “He came to see me.” Silas stilled. “When?” “Last week.” The room tilted,
not physically, but in the way truth can alter architecture
. Silas’s voice became careful. “Where?” “Antwerp.” “You said he was dead.” “You said that.” Arthur’s scar pulled as his mouth tightened. “He was afraid of you.” Silas’s eyes lifted. Arthur’s next words came with quiet precision. “He said the Prague file never closed. He said someone sold the route twice. Once to get us in. Once to get us buried. He said Lena knew. He said you knew.” Silas took one step forward. “That’s a lie.” “Then why did Marek run from you to me?” “He didn’t.” “He did.” “Marek died in Deptford.” Arthur shook his head. “The man in Deptford wore Marek’s thumb scar because Marek cut it from his own hand with a kitchen knife and pinned it to a corpse.” Aurora felt the pistol shift in her grip as her palm dampened. Silas’s face had lost colour. Arthur leaned in, his voice low enough that the whole bar strained to catch it. “He wanted me to give you a message.” Silas whispered one word. “No.” Arthur smiled then, and it held no humour, no triumph, only the ash of years. “He said to check the bookshelf.” The hidden door behind the travel guides clicked open. A thin line of darkness appeared between the shelves. From inside the secret room, a violin
began to
play.
created_at
"2026-04-24T21:22:55.317Z"
4/24/2026, 9:22:55 PM
model
"openai/gpt-5.5-20260423"
app_id
182717
external_user
(null)
streamed
true
cancelled
false
latency
4697
moderation_latency
(null)
generation_time
104148
tokens_prompt
4618
tokens_completion
5588
native_tokens_prompt
4131
native_tokens_completion
4279
native_tokens_completion_images
0
native_tokens_reasoning
68
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
"completed"
usage
0.149025
router
(null)
provider_responses
0
endpoint_id
"58e5b336-423e-430b-a2ab-8bc353f0c51b"
id
"resp_002cf8bbc4ba69ff0169ebdf2f6d54819382fb6a482ea0da3f"
is_byok
false
latency
344
model_permaslug
"openai/gpt-5.5-20260423"
provider_name
"OpenAI"
status
200
user_agent
"langchainjs-openai/1.0.0 ((node/v24.14.1; linux; x64))"
http_referer
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request_id
"req-1777065775-LEkMQcVFoPeQxsFIhWon"
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(null)
api_type
"completions"
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"gen-1777065775-snIKuaUYe0iD9FXQItpX"
upstream_id
"resp_002cf8bbc4ba69ff0169ebdf2f6d54819382fb6a482ea0da3f"
total_cost
0.149025
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upstream_inference_cost
0
provider_name
"OpenAI"
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
14
adverbTagCount
0
adverbTags
(empty)
dialogueSentences
178
tagDensity
0.079
leniency
0.157
rawRatio
0
effectiveRatio
0
95.37%
AI-ism adverb frequency
Target: <2% AI-ism adverbs (58 tracked)
wordCount
3243
totalAiIsmAdverbs
3
found
0
adverb
"softly"
count
1
1
adverb
"suddenly"
count
1
2
adverb
"slowly"
count
1
highlights
0
"softly"
1
"suddenly"
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)
83.04%
AI-ism word frequency
Target: <2% AI-ism words (290 tracked)
wordCount
3243
totalAiIsms
11
found
0
word
"familiar"
count
1
1
word
"trembled"
count
2
2
word
"grave"
count
1
3
word
"silence"
count
2
4
word
"flicked"
count
1
5
word
"remarkable"
count
1
6
word
"weight"
count
1
7
word
"footsteps"
count
1
8
word
"pulse"
count
1
highlights
0
"familiar"
1
"trembled"
2
"grave"
3
"silence"
4
"flicked"
5
"remarkable"
6
"weight"
7
"footsteps"
8
"pulse"
100.00%
Cliché density
Target: ≤1 cliche(s) per 800-word window
totalCliches
0
maxInWindow
0
found
(empty)
highlights
(empty)
100.00%
Emotion telling (show vs. tell)
Target: ≤3% sentences with emotion telling
emotionTells
1
narrationSentences
290
matches
0
"t with anger"
100.00%
Filter word density
Target: ≤3% sentences with filter/hedge words
filterCount
2
hedgeCount
1
narrationSentences
290
filterMatches
0
"feel"
1
"look"
hedgeMatches
0
"began to"
100.00%
Gibberish response detection
Target: ≤1% gibberish-like sentences (hard fail if a sentence exceeds 800 words)
analyzedSentences
454
gibberishSentences
0
adjustedGibberishSentences
0
longSentenceCount
0
runOnParagraphCount
0
giantParagraphCount
0
wordSaladCount
0
repetitionLoopCount
0
controlTokenCount
0
repeatedSegmentCount
0
maxSentenceWordsSeen
55
ratio
0
matches
(empty)
100.00%
Markdown formatting overuse
Target: ≤5% words in markdown formatting
markdownSpans
0
markdownWords
0
totalWords
3243
ratio
0
matches
(empty)
100.00%
Missing dialogue indicators (quotation marks)
Target: ≤10% speech attributions without quotation marks
totalAttributions
33
unquotedAttributions
1
matches
0
"Silas without the limp, Arthur with both corners of his mouth free, Lena laughing into a red scarf in some foreign stair…"
0.00%
Name drop frequency
Target: ≤1.0 per-name mentions per 100 words
totalMentions
165
wordCount
2342
uniqueNames
13
maxNameDensity
2.48
worstName
"Arthur"
maxWindowNameDensity
5.5
worstWindowName
"Arthur"
discoveredNames
Silas
56
Blackwood
1
Aurora
32
Raven
3
Nest
3
Italian
1
Arthur
58
Prague
3
Soho
2
Lena
2
Marek
2
Bach
1
Romanian
1
persons
0
"Silas"
1
"Blackwood"
2
"Aurora"
3
"Raven"
4
"Nest"
5
"Arthur"
6
"Lena"
7
"Marek"
8
"Bach"
places
0
"Prague"
1
"Soho"
globalScore
0.262
windowScore
0
100.00%
Narrator intent-glossing
Target: ≤2% narration sentences with intent-glossing patterns
analyzedSentences
162
glossingSentenceCount
2
matches
0
"something like irritation passed between the"
1
"looked like he agreed"
100.00%
"Not X but Y" pattern overuse
Target: ≤1 "not X but Y" per 1000 words
totalMatches
3
per1kWords
0.925
wordCount
3243
matches
0
"not in speech, but in the spaces between it"
1
"not as a man seeking exits, but as a man hearing footsteps behind a wall"
2
"not physically, but in the way truth can alter architecture"
100.00%
Overuse of "that" (subordinate clause padding)
Target: ≤2% sentences with "that" clauses
thatCount
1
totalSentences
454
matches
0
"force that the"
100.00%
Paragraph length variance
Target: CV ≥0.5 for paragraph word counts
totalParagraphs
313
mean
10.36
std
14.21
cv
1.372
sampleLengths
0
15
1
61
2
16
3
3
4
91
5
9
6
2
7
21
8
1
9
16
10
8
11
87
12
8
13
18
14
5
15
5
16
3
17
31
18
8
19
3
20
1
21
3
22
2
23
32
24
5
25
16
26
2
27
3
28
1
29
11
30
12
31
5
32
11
33
4
34
2
35
4
36
57
37
84
38
10
39
3
40
5
41
13
42
11
43
5
44
8
45
39
46
3
47
1
48
17
49
1
100.00%
Passive voice overuse
Target: ≤2% passive sentences
passiveCount
1
totalSentences
290
matches
0
"being punished"
100.00%
Past progressive (was/were + -ing) overuse
Target: ≤2% past progressive verbs
pastProgressiveCount
0
totalVerbs
409
matches
(empty)
100.00%
Em-dash & semicolon overuse
Target: ≤2% sentences with em-dashes/semicolons
emDashCount
0
semicolonCount
0
flaggedSentences
0
totalSentences
454
ratio
0
matches
(empty)
100.00%
Purple prose (modifier overload)
Target: <4% adverbs, <2% -ly adverbs, no adj stacking
wordCount
2348
adjectiveStacks
0
stackExamples
(empty)
adverbCount
72
adverbRatio
0.030664395229982964
lyAdverbCount
13
lyAdverbRatio
0.005536626916524702
100.00%
Repeated phrase echo
Target: ≤20% sentences with echoes (window: 2)
totalSentences
454
echoCount
0
echoWords
(empty)
100.00%
Sentence length variance
Target: CV ≥0.4 for sentence word counts
totalSentences
454
mean
7.14
std
6.77
cv
0.947
sampleLengths
0
15
1
2
2
2
3
1
4
26
5
7
6
23
7
16
8
3
9
25
10
9
11
6
12
51
13
9
14
2
15
5
16
6
17
10
18
1
19
5
20
2
21
2
22
7
23
8
24
29
25
6
26
19
27
20
28
13
29
8
30
9
31
4
32
5
33
5
34
5
35
3
36
6
37
10
38
15
39
8
40
3
41
1
42
3
43
2
44
7
45
15
46
3
47
7
48
5
49
16
44.27%
Sentence opener variety
Target: ≥60% unique sentence openers
consecutiveRepeats
26
diversityRatio
0.28634361233480177
totalSentences
454
uniqueOpeners
130
52.91%
Adverb-first sentence starts
Target: ≥3% sentences starting with an adverb
adverbCount
4
totalSentences
252
matches
0
"Then someone at the far"
1
"Even the drunk men beneath"
2
"Only a little."
3
"Then he reached into his"
ratio
0.016
100.00%
Pronoun-first sentence starts
Target: ≤30% sentences starting with a pronoun
pronounCount
44
totalSentences
252
matches
0
"His fingers had closed around"
1
"She stood behind the bar"
2
"Her black hair had slipped"
3
"She did not push it"
4
"His suit had once been"
5
"His hair, what remained of"
6
"They were not the eyes"
7
"His silver signet ring shone"
8
"She took the towel from"
9
"Their eyes met, his hazel,"
10
"It felt familiar."
11
"He said it as if"
12
"She tightened the cloth until"
13
"He did not touch it."
14
"His gaze dropped to her"
15
"It did more damage for"
16
"His mouth twitched where the"
17
"His fingers had changed the"
18
"They were too neat."
19
"Its lid stuck."
ratio
0.175
27.46%
Subject-first sentence starts
Target: ≤72% sentences starting with a subject
subjectCount
218
totalSentences
252
matches
0
"The glass broke in Silas"
1
"His fingers had closed around"
2
"The Raven’s Nest held its"
3
"Aurora knew better."
4
"She stood behind the bar"
5
"Her black hair had slipped"
6
"She did not push it"
7
"Silas had gone still in"
8
"The man in the doorway"
9
"Silas opened his bleeding hand."
10
"The name came out flat."
11
"A fact dragged from a"
12
"Aurora set the crate down"
13
"Arthur stood beneath the glow"
14
"His suit had once been"
15
"Navy wool, good cut, Italian"
16
"A pale scar ran from"
17
"His hair, what remained of"
18
"They were not the eyes"
19
"Ruin would have shown."
ratio
0.865
39.68%
Subordinate conjunction sentence starts
Target: ≥2% sentences starting with a subordinating conjunction
subConjCount
2
totalSentences
252
matches
0
"As if he had found"
1
"Because Silas looked like he"
ratio
0.008
100.00%
Technical jargon density
Target: ≤6% sentences with technical-jargon patterns
analyzedSentences
79
technicalSentenceCount
2
matches
0
"Silas’s face had settled into the calm mask he wore for debt collectors, policemen, and men who ordered champagne in Soho bars at noon."
1
"At the edge stood a narrow-shouldered boy holding a violin case as if someone might take it."
89.29%
Useless dialogue additions
Target: ≤5% dialogue tags with trailing filler fragments
totalTags
14
uselessAdditionCount
1
matches
0
"she said, not sorry"
100.00%
Dialogue tag variety (said vs. fancy)
Target: ≤10% fancy dialogue tags
totalTags
10
fancyCount
0
fancyTags
(empty)
dialogueSentences
178
tagDensity
0.056
leniency
0.112
rawRatio
0
effectiveRatio
0
87.7342%