NC Bench
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Run: 2026-03-06-01KK1HPYT9RWD5CX3QTXZF7SHG
Run Details
Model:
GPT-5.4 (Reasoning)
Test:
Bad Writing Habits
Scenario:
Literary fiction: old friends reunite
Duration:
1m 12s
Cost:
$0.049237
Provider:
OpenAI
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)
84.93%
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)
94.44%
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)
95.81%
Purple prose (modifier overload)
(details)
100.00%
Repeated phrase echo
(details)
100.00%
Sentence length variance
(details)
52.14%
Sentence opener variety
(details)
100.00%
Adverb-first sentence starts
(details)
100.00%
Pronoun-first sentence starts
(details)
50.28%
Subject-first sentence starts
(details)
34.72%
Subordinate conjunction sentence starts
(details)
100.00%
Technical jargon density
(details)
100.00%
Useless dialogue additions
(details)
100.00%
Dialogue tag variety (said vs. fancy)
(details)
90.4108%
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
Rory caught the pint before
it tipped, saved the man's sleeve with one hand and her tray with the other, and only then looked up. "Still showing off, then."
The voice hit her in
the ribs.
She set the glass down
on the scarred wood and stared across the press of bodies at a face she had carried for years in the wrong tense.
Eva Morgan stood by the
green neon spill from the front window, one hand on the back of a bar stool as if she might bolt if it bit her.
She had cut her hair
short, close around the ears, the old copper waves gone. Her coat was sharp, dark, expensive in a way that did not ask to be admired because it expected to be obeyed.
A thin white line crossed
her chin. New. Her mouth was the same. So were her eyes, if harder, if less willing to laugh at first touch.
Rory's grip tightened on the
tray. "That's unfair," she said. "I spill plenty."
Eva smiled, but only with
one corner. "Good. I'd hate to find religion had taken you."
A man near the till
snapped his fingers for service. Rory ignored him. Behind her, bottles clinked.
The Raven's Nest breathed in
its usual way, old wood, citrus peel, stale smoke caught in curtains and coats from years that refused to die.
Maps climbed the walls in
yellowed skins. Black-and-white faces stared from frames, all of them seeming to know more than they should.
Silas was polishing a glass
at the far end.
He did not look over
straight away.
He never did anything straight
away. When he finally lifted his head, hazel eyes slid from Rory to Eva and stopped.
He set the glass down
with care, his silver signet ring knocking once against the counter. A small sound. Still enough to mark something. "Take five," he said. "Bit generous." "I've become soft in my old age." "No one believes that." "Nor should they."
Rory put the tray down
and wiped her palm on her jeans. The crescent scar on her left wrist flashed pale. Eva's gaze dipped to it and away again, quick as a flinch. Rory felt that too. She came round the bar. Up close, the years grew louder. There were faint lines at the corners of Eva's eyes, not from smiling.
Her perfume sat under the
pub smell, cool and dry, like paper pulled from a locked drawer. Rory had once known the cheap vanilla body spray she wore to college, the coconut shampoo, the peppermint gum she chewed through every exam. This woman smelled like airport lounges and sealed cars. "Hello, stranger." "That depends," Eva said. "Do strangers usually know where your flat key is hidden?" Rory barked out a laugh before she could stop herself. "Not any more. Silas made me move it after a drunk poet let himself in and ate my cereal." "A poet?" "He said the cornflakes were a metaphor." "London suits you." "That's one verdict." Rory hooked a thumb towards an empty booth beneath a map of Eastern Europe. "Sit?" Eva glanced once at the door, once at the room, measuring sightlines. It was a new habit, polished by use. Then she nodded. They crossed the bar. Rory noticed small things because she could not help it, the way Eva kept her right hand free, the stiffness at her left shoulder under the coat, the old silver ring she used to wear on her thumb gone now, replaced by nothing. No wedding band. No bright explanation for the years. When they sat,
silence
arrived first and sat with them. Rory broke it. "You vanished." Eva's fingers tapped the rim of a beermat. "You moved." "You told me to." "I know." Rory leaned back. "You don't get points for remembering your own dramatic exits." "That wasn't an exit." "What was it, then?" Eva looked at the maps on the wall instead of at her. "Triage." There it was, that old habit of naming pain like a procedure.
Even at nineteen, Eva had
spoken as if she meant to cut things open and make them useful. Rory folded her arms. "You send one message, 'Go to London, trust Silas, don't tell anyone,' and then nothing for four years. That's not triage. That's disappearing with punctuation." "Six." "What?" "Six years." Rory
let that sit
.
It worsened things by being
true. Silas appeared at their table without fanfare, setting down two whiskies though neither had asked.
He looked at Eva as
if he had found an old file in a drawer he thought he'd emptied. "Miss Morgan." "Mr Blackwood." Eva inclined her head. "You
look
annoyingly alive."
He rested his hand on
the back of the booth. "You
look
as if you've been making poor choices in fitted tailoring." "Tailoring's innocent." "That depends who paid for it." Rory looked between them. "You two know each other well enough for this tone?" "Know is a broad church," Silas said. Eva lifted the glass but did not drink. "He once helped me out of Bucharest." Rory blinked. "Of course he did." Silas's expression did not shift. "If she tells you I did it for free, she's lying." "I paid in information." "You paid in half-information. The most expensive kind."
He gave Rory a brief
glance. "Shout if you need me." "That sentence from you never comforts anyone." "It isn't meant to."
He moved off into the
noise, limp slight but present, absorbed at once by the bar's half-light and its listening walls. Rory watched him go, then turned back. "Bucharest." Eva rolled the whisky once, watching the light move through it. "Among other places." "You used to cry if your train to Bristol was delayed." "I improved." "You call this an improvement?" Eva met her eyes then, and the room narrowed. "Do you?" Rory took a drink. Smoke and honey, then the bite. "No. I call it a surprise." "Fair." At the next table a man laughed too loud. A stool scraped. Someone fed coins into the old jukebox and got nothing for it. The bar muttered around them, London at its most honest, all frayed cuffs and good lies. Rory set down her glass. "Why are you here?" "To see you." "Bad start. Try one that sounds less rehearsed." Eva's jaw ticked. "I had business nearby." "In Soho." "Yes." "With people who drink in bars full of antique espionage décor." "That part's on the nose." "The maps are subtle." A ghost of the old grin flashed and vanished. "You always did overplay your hand." "And you always kept yours under the table." "Safer there." "For whom?" This time Eva drank. Her throat moved.
She had a tiny burn
mark near her cuff, half hidden. Rory wanted to ask about all of it and none of it. Instead she said, "I looked for you." Eva's eyes lowered. "Don't." "Why not?" "Because I know what comes next." "Do you?" Rory leaned in. "I looked. Cardiff. Your old flat. That girl in Cathays you used to hate because she stole your notes." "Bethan." "You remember hating her. Charming." "I remember everything." "Funny way to show it." Eva's hand stilled on the glass. "Rory." "No, let's have it plain. You pulled me out when I was drowning. I know that. I know what you did for me. I also know you vanished before I could ask why." "I couldn't stay." "Why?" The question hung there, too simple to wriggle out of. Eva exhaled through her nose. "Because people were asking after you." Rory's shoulders went tight. "Evan?" "Not just him." That landed wrong. Too wide. Rory felt the room sharpen at the edges. "What does that mean, not just him?" Eva looked past her, over Rory's shoulder towards the bar, then back. Calculation again. "It means your ex was loud, but he wasn't the only man using your name." Rory laughed once, no humour in it. "You make that sound criminal." "I make it sound true." A
pulse
kicked in Rory's wrist under the old scar.
She pressed it flat to
the table. "You could have told me." "I did tell you. I told you to leave." "That's not the same." "It was all I had time for." "Time for what, Eva?" Silence again, but not the soft kind. This one bristled. Eva looked smaller for a moment, not in body, in age. Rory saw a flash of the girl from Cardiff in a borrowed coat, stealing chips off her plate, laughing with her mouth full. Then the moment shut. "I was in trouble." "That's obvious." "It wasn't mine alone." "So you shared it round." "Don't do that." "What, talk?" "Make this easy. It wasn't." Rory sat back hard enough to jolt the glasses. "Easy. God. You don't get to use that word." Eva's face changed at last. Not much, just enough. A crack in lacquer. "And you think you know what I get." "I know what I got. Silence." The jukebox clattered to life with a warped soul record. The singer sounded like he'd
been left
out in the rain and brought in too late. Two city boys in office shirts pushed through to the bar, smelling of cologne and aggression. One glanced at Eva, glanced again, then looked away the second he met her eye. Rory noticed. Eva noticed her noticing. "So that is it," Rory said quietly. "What is?" "Whatever happened to you, it taught the room not to touch." Eva gave a thin smile. "Useful lesson." "Ugly one." "Those are often the useful ones." Rory rubbed her thumb over the wet ring her glass had left on the table. "Do you remember the law library roof?" Eva blinked, caught off guard. "What?" "The roof. First year. You nicked the key from that porter with the wandering hand." "I borrowed it." "You stole it from his coat and called it ethics." "He deserved worse." "We sat up there all night because you said if we revised under a real sky we'd absorb Roman law through osmosis." "That did sound like me." "It did." Rory watched her. "You told me we'd be unbearable at twenty-five. Brilliant and unbearable." "I was half right." "Which half?" Eva did not answer. The answer sat between them anyway. Rory felt anger shift shape. Less blade, more bruise. "I used to rehearse what I'd say if you came back." "And?" "And none of it survives contact." "That also sounds like you." "Don't use the old map if you've burned the road." Eva flinched this time. Small, but real. From behind the bar, glass smashed. Half the room turned. Silas had not dropped it.
He was already moving, one
hand flat on the counter. His gaze fixed on the front door. Rory twisted in the booth. A man stood under the green neon, broad in the shoulders, coat unbuttoned, face blunt and
familiar
in the worst way. Evan had put on
weight
around the jaw. It made him
look
softer until you saw his eyes. Those had not softened. They found Rory at once, as if six years were no more than a curtain he'd decided to pull aside. Another man came in behind him. Then a third. The music kept playing. No one else knew yet. Not properly. Eva was on her feet before Rory moved. The booth scraped back. Her hand disappeared inside her coat. "Oh, for God's sake," Rory said, the words dry and flat. Evan smiled across the room. "Rory." Silas stepped out from behind the bar. "Wrong pub," he said. Evan did not spare him a glance. "I've come a long way for a conversation." Eva's voice changed, colder than the whisky. "Then you should have booked a table." The third man locked the door. The green neon shivered on the glass. Every head in the bar turned at once. The room inhaled. And Evan took one more step towards them.
created_at
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3/6/2026, 12:24:44 PM
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api_type
"completions"
id
"gen-1772799884-TzuArqkeMLgHTDEw1A57"
upstream_id
"resp_0240683faf1722430169aac78c2d6881968bcc33a8931b3514"
total_cost
0.0492375
cache_discount
(null)
upstream_inference_cost
0
provider_name
"OpenAI"
Evaluation details
Result
Evaluator
Details
Meta Data
100.00%
Adverbs in dialogue tags
Target: ≤10% dialogue tags with adverbs
totalTags
13
adverbTagCount
1
adverbTags
0
"Rory said quietly [quietly]"
dialogueSentences
131
tagDensity
0.099
leniency
0.198
rawRatio
0.077
effectiveRatio
0.015
100.00%
AI-ism adverb frequency
Target: <2% AI-ism adverbs (58 tracked)
wordCount
1991
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)
84.93%
AI-ism word frequency
Target: <2% AI-ism words (290 tracked)
wordCount
1991
totalAiIsms
6
found
0
word
"silence"
count
3
1
word
"pulse"
count
1
2
word
"familiar"
count
1
3
word
"weight"
count
1
highlights
0
"silence"
1
"pulse"
2
"familiar"
3
"weight"
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
0
narrationSentences
155
matches
(empty)
100.00%
Filter word density
Target: ≤3% sentences with filter/hedge words
filterCount
1
hedgeCount
0
narrationSentences
155
filterMatches
0
"look"
hedgeMatches
(empty)
100.00%
Gibberish response detection
Target: ≤1% gibberish-like sentences (hard fail if a sentence exceeds 800 words)
analyzedSentences
273
gibberishSentences
0
adjustedGibberishSentences
0
longSentenceCount
0
runOnParagraphCount
0
giantParagraphCount
0
wordSaladCount
0
repetitionLoopCount
0
controlTokenCount
0
maxSentenceWordsSeen
43
ratio
0
matches
(empty)
100.00%
Markdown formatting overuse
Target: ≤5% words in markdown formatting
markdownSpans
0
markdownWords
0
totalWords
1991
ratio
0
matches
(empty)
100.00%
Missing dialogue indicators (quotation marks)
Target: ≤10% speech attributions without quotation marks
totalAttributions
26
unquotedAttributions
0
matches
(empty)
0.00%
Name drop frequency
Target: ≤1.0 per-name mentions per 100 words
totalMentions
87
wordCount
1292
uniqueNames
11
maxNameDensity
2.94
worstName
"Rory"
maxWindowNameDensity
5
worstWindowName
"Rory"
discoveredNames
Morgan
1
Eva
32
Raven
1
Nest
1
Rory
38
Eastern
1
Europe
1
London
1
Cardiff
1
Evan
4
Silas
6
persons
0
"Morgan"
1
"Eva"
2
"Raven"
3
"Nest"
4
"Rory"
5
"Evan"
6
"Silas"
places
0
"Eastern"
1
"Europe"
2
"London"
3
"Cardiff"
globalScore
0.029
windowScore
0
94.44%
Narrator intent-glossing
Target: ≤2% narration sentences with intent-glossing patterns
analyzedSentences
90
glossingSentenceCount
2
matches
0
"smelled like airport lounges and sealed ca"
1
"sounded like he'd been left out in the rai"
100.00%
"Not X but Y" pattern overuse
Target: ≤1 "not X but Y" per 1000 words
totalMatches
0
per1kWords
0
wordCount
1991
matches
(empty)
100.00%
Overuse of "that" (subordinate clause padding)
Target: ≤2% sentences with "that" clauses
thatCount
1
totalSentences
273
matches
0
"let that sit"
100.00%
Paragraph length variance
Target: CV ≥0.5 for paragraph word counts
totalParagraphs
159
mean
12.52
std
14.94
cv
1.193
sampleLengths
0
25
1
4
2
35
3
94
4
6
5
7
6
16
7
64
8
61
9
4
10
2
11
7
12
4
13
3
14
37
15
74
16
2
17
14
18
29
19
2
20
7
21
3
22
18
23
23
24
56
25
10
26
5
27
10
28
4
29
2
30
13
31
4
32
4
33
13
34
30
35
29
36
1
37
1
38
2
39
10
40
34
41
2
42
10
43
22
44
2
45
6
46
14
47
7
48
15
49
6
100.00%
Passive voice overuse
Target: ≤2% passive sentences
passiveCount
1
totalSentences
155
matches
0
"been left"
100.00%
Past progressive (was/were + -ing) overuse
Target: ≤2% past progressive verbs
pastProgressiveCount
2
totalVerbs
237
matches
0
"was polishing"
1
"was already moving"
100.00%
Em-dash & semicolon overuse
Target: ≤2% sentences with em-dashes/semicolons
emDashCount
0
semicolonCount
0
flaggedSentences
0
totalSentences
273
ratio
0
matches
(empty)
95.81%
Purple prose (modifier overload)
Target: <4% adverbs, <2% -ly adverbs, no adj stacking
wordCount
1295
adjectiveStacks
0
stackExamples
(empty)
adverbCount
58
adverbRatio
0.044787644787644784
lyAdverbCount
5
lyAdverbRatio
0.003861003861003861
100.00%
Repeated phrase echo
Target: ≤20% sentences with echoes (window: 2)
totalSentences
273
echoCount
0
echoWords
(empty)
100.00%
Sentence length variance
Target: CV ≥0.4 for sentence word counts
totalSentences
273
mean
7.29
std
6.01
cv
0.825
sampleLengths
0
25
1
4
2
7
3
28
4
30
5
15
6
22
7
7
8
1
9
5
10
14
11
6
12
4
13
3
14
7
15
9
16
10
17
3
18
4
19
25
20
7
21
15
22
9
23
7
24
6
25
15
26
16
27
3
28
5
29
4
30
2
31
7
32
4
33
3
34
12
35
9
36
12
37
4
38
5
39
6
40
13
41
17
42
24
43
9
44
2
45
4
46
10
47
10
48
19
49
2
52.14%
Sentence opener variety
Target: ≥60% unique sentence openers
consecutiveRepeats
6
diversityRatio
0.326007326007326
totalSentences
273
uniqueOpeners
89
100.00%
Adverb-first sentence starts
Target: ≥3% sentences starting with an adverb
adverbCount
5
totalSentences
144
matches
0
"Still enough to mark something."
1
"Then she nodded."
2
"Instead she said,"
3
"Then the moment shut."
4
"Then a third."
ratio
0.035
100.00%
Pronoun-first sentence starts
Target: ≤30% sentences starting with a pronoun
pronounCount
24
totalSentences
144
matches
0
"She set the glass down"
1
"She had cut her hair"
2
"Her coat was sharp, dark,"
3
"Her mouth was the same."
4
"He did not look over"
5
"He never did anything straight"
6
"He set the glass down"
7
"She came round the bar."
8
"Her perfume sat under the"
9
"It was a new habit,"
10
"They crossed the bar."
11
"It worsened things by being"
12
"He looked at Eva as"
13
"He rested his hand on"
14
"He gave Rory a brief"
15
"He moved off into the"
16
"Her throat moved."
17
"She had a tiny burn"
18
"She pressed it flat to"
19
"He was already moving, one"
ratio
0.167
50.28%
Subject-first sentence starts
Target: ≤72% sentences starting with a subject
subjectCount
118
totalSentences
144
matches
0
"Rory caught the pint before"
1
"The voice hit her in"
2
"She set the glass down"
3
"Eva Morgan stood by the"
4
"She had cut her hair"
5
"Her coat was sharp, dark,"
6
"A thin white line crossed"
7
"Her mouth was the same."
8
"Rory's grip tightened on the"
9
"Eva smiled, but only with"
10
"A man near the till"
11
"Rory ignored him."
12
"The Raven's Nest breathed in"
13
"Maps climbed the walls in"
14
"Silas was polishing a glass"
15
"He did not look over"
16
"He never did anything straight"
17
"He set the glass down"
18
"A small sound."
19
"Rory put the tray down"
ratio
0.819
34.72%
Subordinate conjunction sentence starts
Target: ≥2% sentences starting with a subordinating conjunction
subConjCount
1
totalSentences
144
matches
0
"Even at nineteen, Eva had"
ratio
0.007
100.00%
Technical jargon density
Target: ≤6% sentences with technical-jargon patterns
analyzedSentences
46
technicalSentenceCount
2
matches
0
"Eva Morgan stood by the green neon spill from the front window, one hand on the back of a bar stool as if she might bolt if it bit her."
1
"Rory saw a flash of the girl from Cardiff in a borrowed coat, stealing chips off her plate, laughing with her mouth full."
100.00%
Useless dialogue additions
Target: ≤5% dialogue tags with trailing filler fragments
totalTags
13
uselessAdditionCount
0
matches
(empty)
100.00%
Dialogue tag variety (said vs. fancy)
Target: ≤10% fancy dialogue tags
totalTags
8
fancyCount
0
fancyTags
(empty)
dialogueSentences
131
tagDensity
0.061
leniency
0.122
rawRatio
0
effectiveRatio
0
90.4108%