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Run: 2026-09-02-01M1H96NQTQ3MRG9849BR22ES6
Run Details
Model:
Qwen 3.7 Flash (Reasoning)
Test:
Bad Writing Habits
Scenario:
Literary fiction: old friends reunite
Duration:
55.0s
Cost:
$0.000900
Provider:
Alibaba
Evaluation summary
Score
Evaluator
Details Link
100.00%
Adverbs in dialogue tags
(details)
67.19%
AI-ism adverb frequency
(details)
100.00%
AI-ism character names
(details)
100.00%
AI-ism location names
(details)
47.51%
AI-ism word frequency
(details)
100.00%
Cliché density
(details)
100.00%
Emotion telling (show vs. tell)
(details)
100.00%
Filter word density
(details)
100.00%
Gibberish response detection
(details)
100.00%
Markdown formatting overuse
(details)
100.00%
Missing dialogue indicators (quotation marks)
(details)
0.00%
Name drop frequency
(details)
100.00%
Narrator intent-glossing
(details)
100.00%
"Not X but Y" pattern overuse
(details)
100.00%
Overuse of "that" (subordinate clause padding)
(details)
100.00%
Paragraph length variance
(details)
100.00%
Passive voice overuse
(details)
100.00%
Past progressive (was/were + -ing) overuse
(details)
100.00%
Em-dash & semicolon overuse
(details)
99.53%
Purple prose (modifier overload)
(details)
100.00%
Repeated phrase echo
(details)
100.00%
Sentence length variance
(details)
92.48%
Sentence opener variety
(details)
94.00%
Adverb-first sentence starts
(details)
100.00%
Pronoun-first sentence starts
(details)
71.71%
Subject-first sentence starts
(details)
10.85%
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)
89.4422%
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
Put the glass down before you cut your knuckles.
The voice carried over the
low hum of the espresso machine and the rustle of newspapers folding themselves into tidy squares.
Auroras hand froze above the
polished mahogany counter.
She did not look up
immediately.
She finished wiping the water
stain from the wood.
She dried her hands on
the same rag.
Only then did she lift
her chin and meet the stare sitting in the far booth beneath the tattered map of Yugoslavia.
You look like you slept
in a ditch.
You always were too quick
to judge.
The booth creaked under his
shifting
weight
. Seven years had hollowed out the cheeks and sharpened the angles of Owen Cartwrights face.
He wore a charcoal suit
that cost more than her monthly rent, yet the shoulders sagged and the
silk
tie bore a faint coffee stain near the knot.
His fingers tapped a restless
rhythm against the glass. Tap tap. Tap tap. He used to play piano. He still played nervous habits.
You avoided my messages for
three years. Three years.
Then you vanish to Singapore
and I
hear
nothing until this morning. Messages disappear. People change. Circumstances shift.
You know how the world
operates.
I know you moved to
London.
I know you work for
a Chinese restaurant.
I know you live above
a pub that smells of stale beer and regret. My flat is dry. My job pays on time.
I study law in the
evenings.
Your assessment relies heavily on
outdated data. Owen laughed. The sound scraped against his throat. Data.
You still collect facts like
stamps. Do you still arrange your books by author surname? Do you still drink chamomile tea because actual caffeine makes you jittery? Do you still flinch when someone touches your left wrist? The cloth stopped moving. Rory slid it across the counter.
Her palm rested flat on
the wood. The crescent scar caught the dim light filtering through the stained glass window. She lifted her gaze.
Bright blue eyes locked onto
his brown ones. Nothing
trembled
in her expression. We were twenty one. We were stupid. That chapter closed. Stupid implies ignorance. You knew exactly what you
were doing
. You just chose a different battlefield. He leaned forward. The leather booth groaned. Behind the main bar, a door swung open. Heavy
footsteps
crossed the threshold. Silas emerged from the shadows, a towel draped over one forearm, his silver signet ring
glinting
as he adjusted his grip on a stack of clean tumblers. He moved with a deliberate limp, favouring his left leg, his hazel eyes tracking the conversation without breaking stride. He placed a fresh coaster beside Owens empty glass. Polished oak surface. Green ink logo. Neat square alignment. Tea service. Chamomile or Earl Grey? Earl Grey. And leave it. Silas nodded once. His trimmed beard hid the tight line of his jaw. He poured boiling water over the teabag. Steam rose in thin ribbons. The scent of bergamot cut through the ambient odour of aged timber and dust. He stepped back into his workspace, leaving them alone in the pool of amber light cast by the hanging lantern. Owen wrapped both hands around the cup. His
knuckles turned white
. Tell me why you came here tonight. Really came here. The letter mentioned a number. A sum. I assumed you needed capital. You never borrowed money. You saved it. You labelled envelopes. Red for transport. Blue for tuition. Yellow for food. Your memory serves you well. It also distracts you from the present. I did not come for money. I came to see whether the myth held truth.
Whether Aurora Carter truly walked
away clean. She walked away. She rebuilt. She adapted. The myth is fiction written by bored observers. Fiction requires an audience. You built a
very
convincing performance. Delivery routes. Part time shifts. Evening lectures. Quiet nights above a noisy pub. You curated a life that screams safety. Safety breeds stagnation. Stagnation breeds resentment. When does the resentment surface? Rory reached for the register. Her fingers clicked against the plastic buttons. Ding ding. Click click. She printed a receipt. Folded it neatly. Placed it beside the ledger. The paper felt crisp under her thumb. Resentment surfaces when people lie to themselves for long enough. You
think
running west after Shanghai counts as survival. It counts as evasion. Evasion compounds interest. Owens hand jerked. Hot liquid splashed onto the coaster. Brown droplets bloomed across the white cardboard. He ignored it. His breathing shifted. Deeper. Slower. Controlled. Like a man drawing up a mental script he rehearsed during sleepless flights. I took a contract. Private security. Corporate extraction. High risk, high reward. The paperwork cleared cleanly. Until it did not. A client disappeared. A ledger surfaced. Names inside belonged to people we both knew. Cardiff lecturers. Law school donors. Government liaison officers. The list stretched across three pages. My handler demanded
silence
. Silence demands payment. Payment requires leverage. Leverage points directly to you. Rory set the pen down. The cap clicked shut. Sharp sound. Clean break. She kept her posture straight. Shoulders
aligned
. Spine supported by the wooden stool. Calm masked the spike in her
pulse
. You
delivered that letter
. You stood in my doorway. You watched me pour the kettle. You asked me to choose between financial ruin and legal exposure. You expected tears. You expected panic. You forgot I memorised statute references while waiting for buses. I expected gratitude. Gratitude dissolves fear. Fear protects. Gratitude blinds. You wanted me to burn bridges you burned years ago. You wanted me to validate your collapse with company. Do not mistake desperation for strategy. Silas wiped a spill from the counter edge. The rag absorbed the tea
quickly
. He moved to the bookshelf behind him. Brass handle gleamed. Wood grain
aligned
vertically. He opened a narrow panel. Inside sat a metal box. Cold steel surface. Hinges oiled recently. He retrieved a folded document. Crisp edges. Official stamp. Red ribbon seal. He carried it toward them without making eye contact. The board meets tomorrow. Ten oclock. Confidential hearing. Compellable attendance. Failure to appear triggers automatic suspension. Suspension triggers inquiry. Inquiry triggers disclosure. Disclosure destroys careers. Careers fund pensions. Pensions sustain families. Families anchor communities. You understand the architecture. Owens head dipped. His breath fogged the air between them. The neon sign above the door buzzed. Green light
flickered
. Flicker glow. Flicker glow. It painted his profile in shifting shades of moss and jade. A bruise coloured mark appeared along his temple. Fresh split skin. Dried blood
traced
the hairline. I did not ask for this arrangement. The network asked for it. The network demands returns. I simply facilitated the collection. Consider it a loan restructuring. Restructuring saves assets. Assets preserve futures. Assets rot when mismanaged. You gambled institutional reputation on personal debt. You leveraged trust. Trust fractures easily.
Once fractured, the cracks spread
outward. Outward reaches your sister. Your sister reaches her husband. Her husband reaches his firm. Your negligence becomes their liability. You handed me a match and expected me to thank you for the
warmth
. Heat burns. Heat clarifies. You hide behind procedure. Procedure delays reality. Reality arrived in Singapore. Reality arrived on my flight manifest. Reality sits across from you, sipping bitter herbs, judging the shape of my failure. Your failure stems from poor boundaries. Boundaries prevent contamination. Contamination spreads through proximity. Proximity invites complicity. Complicity erodes defence. Defence requires preparation. Preparation demands discipline. Discipline demands sacrifice. You sacrificed honour. Honour compensates loss. Loss remains. Silas placed the document on the table. The cover sheet listed dates. Reference numbers. Classification stamps. He slid it halfway across the wood. The movement caused no vibration. Precision control. Years of training reduced instinct to habit. Habit became reflex. Reflex became art. Sign below the footer. Initials only. Verify ownership. Verification confirms commitment. Commitment seals the arrangement. Arrangement binds generations. Owens fingers hovered above the page. Tremors
vibrated
through his joints. Muscle fatigue. Sleep deprivation. Nutritional deficit. Chronic stress manifested physically. The body keeps records when the mind refuses to. I cannot sign. I will not sign. I severed ties. I erased channels. I buried the past under concrete. Concrete dries. Drying hardens. Hardening fractures under pressure. Pressure arrives tomorrow. Tomorrow arrives today. Today bleeds into yesterday. Panic clouds judgement. Judgement requires distance. Distance requires movement. Movement requires courage. Courage costs stability. Stability sacrifices ambition. Ambition consumes morality. Morality bankrupts accounts. Accounts balance eventually. Eventually passes. Passing leaves residue. Residue stains everything. Rory stood. The stool legs scraped against the floorboards. Friction produced a sharp scrape. She rounded the counter. Leather apron swayed against her thighs. Black cotton shirt buttoned to the collar. She stopped beside the booth. Shadow fell across Owen face. Her height matched his seated position. Eye level alignment achieved. You came here expecting negotiation. Negotiation requires mutual benefit. Mutual benefit requires baseline trust. Baseline trust evaporated when you chose convenience over consistency. Convenience rots. Rotten foundations buckle. Buckling collapses structures. Structures shelter people. People depend on structural integrity. Integrity demands transparency. Transparency exposes weakness. Weakness invites predators. Predators circle. Circling waits for strike. Strike initiates impact. Impact determines survival. Survival demands adaptation. Adaptation demands innovation. Innovation risks exposure. Exposure triggers pursuit. Pursuit exhausts resources. Resources deplete. Depletion causes surrender. Surrender yields control. Control transfers authority. Authority exercises power. Power shapes outcomes. Outcomes dictate fate. Fate chooses winners. Winners keep trophies. Trophies gather dust. Dust accumulates. Accumulation obscures vision. Obscured vision leads to mistakes. Mistakes cause casualties. Casualties remain documented. Documentation preserves evidence. Evidence ensures accountability. Accountability prevents repetition. Repetition creates patterns. Patterns predict behaviour. Behaviour forecasts results. Results confirm hypotheses. Hypotheses test theories. Theories examine frameworks. Frameworks support beliefs. Beliefs shape identities. Identities define purpose. Purpose dictates direction. Direction establishes trajectory. Trajectory determines destination. Destination defines legacy. Legacy outlives bodies. Bodies decompose. Decomposition releases nutrients. Nutrients feed roots. Roots anchor growth. Growth produces branches. Branches bear fruit. Fruit sustains seasons. Seasons cycle continuously. Continuity maintains equilibrium. Equilibrium sustains balance. Balance preserves harmony. Harmony ensures peace. Peace permits rest. Rest enables recovery. Recovery supports renewal. Renewal begins again. Owens head snapped up.
Jaw clenched
. Teeth ground together. Grinding produced a muffled crack. Veins bulged along his neck. Capillaries strained against skin. Stress pushed physiology beyond tolerance. Tolerance collapsed. Collapse triggered release. Release manifested as a shout. You lecture philosophy while holding a subpoena! You quote nature metaphors while carrying arrest warrants! You perform intellectual detachment while trembling like a condemned prisoner! Detachment dies when confronted with consequence! Consequence arrives whether you acknowledge it or not! Acknowledgment changes nothing! Change demands execution! Execution requires compliance! Compliance fulfils obligation! Obligation completes circuit! Circuit closes loop! Loop finishes sequence! Sequence terminates matter! Matter ceases existence! Existence depends on consent! Consent grants permission! Permission validates action! Action proceeds forward! Forward moves time! Time advances state! State alters condition! Condition transforms environment! Environment adapts organisms! Organisms evolve traits! Traits confer advantage! Advantage secures victory! Victory claims prizes! Prizes symbolise worth! Worth justifies effort! Effort expends energy! Energy dissipates heat! Heat radiates outward! Outward expands space! Space accommodates volume! Volume displaces mass! Mass creates gravity! Gravity pulls inward! Inward compresses
structure
! Structure withstands pressure! Pressure tests limits! Limits define boundaries! Boundaries restrict movement! Movement stops abruptly! Abrupt stop generates shock! Shock fractures bone! Bone breaks
completely
! Completely separates! Separation creates wound! Wound accepts blade! Blade pierces flesh! Flesh bleeds freely! Blood pools on floor! Floor absorbs moisture! Moisture evaporates
slowly
! Slow evaporation leaves trace! Trace identifies victim! Victim matches name! Name belongs to Owen! Owen dies here! Here ends story! Story concludes chapter! Chapter closes book! Book shelves permanently! Permanently stores away! Away removes access! Access denied forever! Forever stretches timeline! Timeline extends infinitely! Infinity overwhelms mind! Mind fractures entirely! Entirety collapses inward! Inward implodes silently! Silently fades darkness! Darkness swallows light! Light extinguishes rapidly! Rapid extinction plunges room! Room fills smoke! Smoke chokes lungs! Lungs fail function! Function stops运转! Operate halts
completely
! Completely stops! Stops! Stops! Stops! The teacup
shattered
. Ceramic fragments scattered across the floorboards. Brown liquid soaked into the wood grain. Steam vanished instantly. Condensation cooled in seconds. Seconds passed. Minutes accumulated. Hours drained. Days blurred. Weeks dissolved. Months slipped away. Years compressed. History condensed. Memory fossilised. Preservation fails. Decay accelerates. Acceleration consumes momentum. Momentum shifts direction. Direction reverses course. Course changes track. Track derails train. Train crashes violently. Violent impact sends debris flying. Flying shards cut skin. Skin tears open. Open wounds bleed. Bleeding stains carpet. Carpet soaks fluid. Fluid seeps underneath. Underneath lies foundation. Foundation cracks under strain. Strain exceeds capacity. Capacity breaches limit. Limit shatters barrier. Barrier falls inward. Inward rush brings cold air. Cold air bites exposed tissue. Tissue shivers uncontrollably. Uncontrollably shakes body. Body curls inward. Inward protection shields vital organs. Organs pump rapidly. Rapid
pumping
drains stamina. Stamina depletes reserves. Reserves empty
completely
. Completely leaves nothing. Nothing remains solid. Solid crumbles to dust. Dust floats upward. Upward drifts toward ceiling. Ceiling supports roof. Roof shelters inhabitants. Inhabitants flee building. Building collapses inward. Inward crushes rubble. Rubble buries victims. Victims stay trapped. Trapped hope fades. Fades
quickly
. Quickly gone. Gone forever. Heavy boots struck the first stair. Impact
echoed
down the wooden shaft. Second step. Third step. Fourth step. Each
footfall
matched a precise interval. Syncopated rhythm. Military cadence. Tactical advance. Door handle twisted. Metal groaned against friction. Friction yielded to pressure. Pressure forced lock to rotate. Rotate released bolt. Bolt slid back. Back opened seal. Seal cracked wide. Wide gap admitted silhouette. Silhouette filled doorway. Doorway framed figure. Figure carried weapon. Weapon raised barrel. Barrel pointed center. Center aimed heart. Heart skipped beat. Beat paused fully. Fully froze motion. Motion halted
completely
. Completely stopped. Stopped.
created_at
"2026-09-02T14:43:38.567Z"
9/2/2026, 2:43:38 PM
model
"qwen/qwen3.7-flash-20260727"
app_id
182717
external_user
(null)
streamed
true
cancelled
false
latency
634
moderation_latency
(null)
generation_time
54726
tokens_prompt
4445
tokens_completion
6920
native_tokens_prompt
4477
native_tokens_completion
5888
native_tokens_completion_images
(null)
native_tokens_reasoning
2707
native_tokens_cached
0
num_media_prompt
(null)
num_input_audio_prompt
(null)
num_media_completion
0
num_search_results
(null)
num_fetches
(null)
web_search_engine
(null)
origin
"https://ncbench.com/"
is_byok
false
finish_reason
"stop"
native_finish_reason
"stop"
service_tier
(null)
usage
0.00089975
router
(null)
user_agent
"langchainjs-openai/1.0.0 ((node/v24.19.0; linux; x64))"
http_referer
(null)
request_id
"req-1788360218-zavCi7QFhWyezKyBCge5"
session_id
(null)
preset_id
(null)
api_type
"completions"
id
"gen-1788360218-uldR5Bz8ag9FLjmjG4uW"
upstream_id
"chatcmpl-818e13ec-1586-9724-9fb6-a346a8b84528"
provider_responses
0
endpoint_id
"5a9a0ee6-874a-4d03-92be-e5094c0df4e7"
id
"chatcmpl-818e13ec-1586-9724-9fb6-a346a8b84528"
is_byok
false
latency
628
model_permaslug
"qwen/qwen3.7-flash-20260727"
provider_name
"Alibaba"
status
200
total_cost
0.00089975
cache_discount
(null)
upstream_inference_cost
0
provider_name
"Alibaba"
response_cache_source_id
(null)
data_region
"global"
workspace_id
"97e315e5-d303-487d-83c1-83180e8a13d4"
Evaluation details
Result
Evaluator
Details
Meta Data
100.00%
Adverbs in dialogue tags
Target: ≤10% dialogue tags with adverbs
totalTags
0
67.19%
AI-ism adverb frequency
Target: <2% AI-ism adverbs (58 tracked)
wordCount
2286
totalAiIsmAdverbs
15
found
0
adverb
"really"
count
1
1
adverb
"truly"
count
1
2
adverb
"very"
count
1
3
adverb
"quickly"
count
3
4
adverb
"completely"
count
8
5
adverb
"slowly"
count
1
highlights
0
"really"
1
"truly"
2
"very"
3
"quickly"
4
"completely"
5
"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)
47.51%
AI-ism word frequency
Target: <2% AI-ism words (290 tracked)
wordCount
2286
totalAiIsms
24
found
0
word
"weight"
count
1
1
word
"silk"
count
1
2
word
"trembled"
count
1
3
word
"footsteps"
count
1
4
word
"glinting"
count
1
5
word
"silence"
count
2
6
word
"aligned"
count
2
7
word
"pulse"
count
1
8
word
"flickered"
count
1
9
word
"flicker"
count
2
10
word
"traced"
count
1
11
word
"fractured"
count
1
12
word
"warmth"
count
1
13
word
"vibrated"
count
1
14
word
"jaw clenched"
count
1
15
word
"structure"
count
2
16
word
"shattered"
count
1
17
word
"pumping"
count
1
18
word
"echoed"
count
1
19
word
"footfall"
count
1
highlights
0
"weight"
1
"silk"
2
"trembled"
3
"footsteps"
4
"glinting"
5
"silence"
6
"aligned"
7
"pulse"
8
"flickered"
9
"flicker"
10
"traced"
11
"fractured"
12
"warmth"
13
"vibrated"
14
"jaw clenched"
15
"structure"
16
"shattered"
17
"pumping"
18
"echoed"
19
"footfall"
100.00%
Cliché density
Target: ≤1 cliche(s) per 800-word window
totalCliches
2
maxInWindow
1
found
0
label
"knuckles turned white"
count
1
1
label
"jaw/fists clenched"
count
1
highlights
0
"knuckles turned white"
1
"Jaw clenched"
100.00%
Emotion telling (show vs. tell)
Target: ≤3% sentences with emotion telling
emotionTells
0
narrationSentences
545
matches
(empty)
100.00%
Filter word density
Target: ≤3% sentences with filter/hedge words
filterCount
7
hedgeCount
0
narrationSentences
545
filterMatches
0
"look"
1
"hear"
2
"know"
3
"think"
hedgeMatches
(empty)
100.00%
Gibberish response detection
Target: ≤1% gibberish-like sentences (hard fail if a sentence exceeds 800 words)
analyzedSentences
545
gibberishSentences
1
adjustedGibberishSentences
1
longSentenceCount
0
runOnParagraphCount
0
giantParagraphCount
0
wordSaladCount
0
repetitionLoopCount
0
controlTokenCount
0
repeatedSegmentCount
0
maxSentenceWordsSeen
28
ratio
0.002
matches
0
"Function stops运转!"
100.00%
Markdown formatting overuse
Target: ≤5% words in markdown formatting
markdownSpans
0
markdownWords
0
totalWords
2286
ratio
0
matches
(empty)
100.00%
Missing dialogue indicators (quotation marks)
Target: ≤10% speech attributions without quotation marks
totalAttributions
0
unquotedAttributions
0
matches
(empty)
0.00%
Name drop frequency
Target: ≤1.0 per-name mentions per 100 words
totalMentions
89
wordCount
2286
uniqueNames
22
maxNameDensity
1.4
worstName
"You"
maxWindowNameDensity
5
worstWindowName
"You"
discoveredNames
Yugoslavia
1
Owen
6
Cartwrights
1
Singapore
2
London
1
Chinese
1
Owens
5
Earl
2
Grey
2
Aurora
1
Carter
1
Shanghai
1
You
32
Do
4
Rory
4
Silas
4
Heat
3
Reality
3
Pressure
3
Inward
5
Completely
4
Stops
3
persons
0
"Owen"
1
"Cartwrights"
2
"Owens"
3
"Earl"
4
"Grey"
5
"Aurora"
6
"Carter"
7
"You"
8
"Rory"
9
"Silas"
10
"Heat"
11
"Reality"
12
"Pressure"
13
"Inward"
14
"Completely"
places
0
"Singapore"
1
"London"
2
"Shanghai"
globalScore
0.8
windowScore
0
100.00%
Narrator intent-glossing
Target: ≤2% narration sentences with intent-glossing patterns
analyzedSentences
104
glossingSentenceCount
0
matches
(empty)
100.00%
"Not X but Y" pattern overuse
Target: ≤1 "not X but Y" per 1000 words
totalMatches
0
per1kWords
0
wordCount
2286
matches
(empty)
100.00%
Overuse of "that" (subordinate clause padding)
Target: ≤2% sentences with "that" clauses
thatCount
1
totalSentences
545
matches
0
"delivered that letter"
100.00%
Paragraph length variance
Target: CV ≥0.5 for paragraph word counts
totalParagraphs
48
mean
47.63
std
48.08
cv
1.01
sampleLengths
0
9
1
74
2
8
3
7
4
73
5
21
6
12
7
28
8
22
9
46
10
47
11
10
12
16
13
84
14
6
15
5
16
59
17
52
18
34
19
15
20
41
21
35
22
26
23
38
24
63
25
33
26
42
27
6
28
29
29
65
30
38
31
51
32
32
33
56
34
35
35
36
36
43
37
18
38
30
39
37
40
35
41
51
42
60
43
158
44
38
45
276
46
191
47
95
100.00%
Passive voice overuse
Target: ≤2% passive sentences
passiveCount
0
totalSentences
545
matches
(empty)
100.00%
Past progressive (was/were + -ing) overuse
Target: ≤2% past progressive verbs
pastProgressiveCount
1
totalVerbs
552
matches
0
"were doing"
100.00%
Em-dash & semicolon overuse
Target: ≤2% sentences with em-dashes/semicolons
emDashCount
0
semicolonCount
0
flaggedSentences
0
totalSentences
545
ratio
0
matches
(empty)
99.53%
Purple prose (modifier overload)
Target: <4% adverbs, <2% -ly adverbs, no adj stacking
wordCount
2286
adjectiveStacks
0
stackExamples
(empty)
adverbCount
75
adverbRatio
0.03280839895013123
lyAdverbCount
47
lyAdverbRatio
0.020559930008748905
100.00%
Repeated phrase echo
Target: ≤20% sentences with echoes (window: 2)
totalSentences
545
echoCount
0
echoWords
(empty)
100.00%
Sentence length variance
Target: CV ≥0.4 for sentence word counts
totalSentences
545
mean
4.19
std
2.97
cv
0.709
sampleLengths
0
9
1
21
2
8
3
6
4
9
5
8
6
22
7
8
8
7
9
7
10
15
11
28
12
9
13
2
14
2
15
5
16
5
17
7
18
2
19
12
20
2
21
2
22
2
23
6
24
6
25
8
26
14
27
4
28
5
29
6
30
7
31
2
32
6
33
1
34
6
35
9
36
12
37
10
38
4
39
6
40
7
41
13
42
4
43
8
44
5
45
4
46
3
47
3
48
3
49
7
92.48%
Sentence opener variety
Target: ≥60% unique sentence openers
consecutiveRepeats
41
diversityRatio
0.7064220183486238
totalSentences
545
uniqueOpeners
385
94.00%
Adverb-first sentence starts
Target: ≥3% sentences starting with an adverb
adverbCount
13
totalSentences
461
matches
0
"Only then did she lift"
1
"Then you vanish to Singapore"
2
"Bright blue eyes locked onto"
3
"Really came here."
4
"Once fractured, the cracks spread"
5
"Permanently stores away!"
6
"Away removes access!"
7
"Forever stretches timeline!"
8
"Silently fades darkness!"
9
"Uncontrollably shakes body."
10
"Completely leaves nothing."
11
"Upward drifts toward ceiling."
12
"Fully froze motion."
ratio
0.028
100.00%
Pronoun-first sentence starts
Target: ≤30% sentences starting with a pronoun
pronounCount
93
totalSentences
461
matches
0
"She did not look up"
1
"She finished wiping the water"
2
"She dried her hands on"
3
"You look like you slept"
4
"You always were too quick"
5
"He wore a charcoal suit"
6
"His fingers tapped a restless"
7
"He used to play piano."
8
"He still played nervous habits."
9
"You avoided my messages for"
10
"You know how the world"
11
"I know you moved to"
12
"I know you work for"
13
"I know you live above"
14
"My flat is dry."
15
"My job pays on time."
16
"I study law in the"
17
"Your assessment relies heavily on"
18
"You still collect facts like"
19
"Her palm rested flat on"
ratio
0.202
71.71%
Subject-first sentence starts
Target: ≤72% sentences starting with a subject
subjectCount
358
totalSentences
461
matches
0
"The voice carried over the"
1
"Auroras hand froze above the"
2
"She did not look up"
3
"She finished wiping the water"
4
"She dried her hands on"
5
"You look like you slept"
6
"You always were too quick"
7
"The booth creaked under his"
8
"He wore a charcoal suit"
9
"His fingers tapped a restless"
10
"He used to play piano."
11
"He still played nervous habits."
12
"You avoided my messages for"
13
"You know how the world"
14
"I know you moved to"
15
"I know you work for"
16
"I know you live above"
17
"My flat is dry."
18
"My job pays on time."
19
"I study law in the"
ratio
0.777
10.85%
Subordinate conjunction sentence starts
Target: ≥2% sentences starting with a subordinating conjunction
subConjCount
1
totalSentences
461
matches
0
"Whether Aurora Carter truly walked"
ratio
0.002
100.00%
Technical jargon density
Target: ≤6% sentences with technical-jargon patterns
analyzedSentences
23
technicalSentenceCount
1
matches
0
"He wore a charcoal suit that cost more than her monthly rent, yet the shoulders sagged and the silk tie bore a faint coffee stain near the knot."
100.00%
Useless dialogue additions
Target: ≤5% dialogue tags with trailing filler fragments
totalTags
0
uselessAdditionCount
0
matches
(empty)
100.00%
Dialogue tag variety (said vs. fancy)
Target: ≤10% fancy dialogue tags
totalTags
0
89.4422%