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Moûsa

One arm of a comparison · With Qloo

Moûsa, explained to the jury, first build: Claude Code: With Qloo

Host
Claude Code 2.1.284
Model
claude-opus-5-5[1m]
Moûsa
0.6.0
Started
23 October 2026
Time
7.9 minutes, 21 turns
Qloo requests
16
Pictures
none: imagery drawn in SVG or CSS

Play it

The design's own files as the session left them, running sandboxed on a separate origin.

Moûsa · Taste Provenance

For an audience that loves This Week in Startups, The Original Kings of Comedy, Los Angeles Dodgers, Chelsea F.C. and Live Nation

Explain Moûsa the way this audience's favourite stories are told: close, plain and candid, like an observational documentary at the kitchen table, with the measured numbers set bold and every claim's limit shown backstage.

Design with QlooWebsiteClaude CodePrediction frozen 23 October 2026Sealed e84156d528f1

8 of 8

design devices rest on what the model did not predict

The audience, as the person named itThis Week in StartupsThe Original Kings of ComedyLos Angeles DodgersChelsea F.C.Live Nation

68works measured, 1 of them predicted

18shared qualities, 0 predicted

24pacing, surface and tone tags, 0 predicted

16Qloo requests

The result

The captures of round 2, the last the agent reviewed: 5 criteria met, 0 partly, 0 missed.

mobile, round 2
mobile · round 2 · judged in the review
desktop · contact-sheet-section, round 2
desktop · contact-sheet-section · round 2 · judged in the review
desktop · backstage, round 2
desktop · backstage · round 2 · judged in the review
mobile · transcript, round 2
mobile · transcript · round 2 · judged in the review
desktop · blind-spot-figure, round 2
desktop · blind-spot-figure · round 2 · judged in the review

Before any data: the model's own prediction

Frozen before Qloo was asked, so what Qloo adds can be told apart from what the model already assumed. An entry a measured name matches is marked; the match is liberal, so it only lowers what counts as new.

The design the model would make from it alone

A scoreboard-style startup pitch page: dark navy stage with a single spotlight, Dodger-blue accents, huge condensed numerals for the evidence (96.9%, 692 of 714), five steps laid out like an innings line, punchy confident copy.

#0b1f3a#005a9c#f4f1ea#e4002b#ffc72c

Type: Bebas Neue, Inter and DM Mono

#hero#problem#how-it-works#evidence#agents#try#built#footer
  • scoreboard numerals
  • stadium spotlight
  • innings-style step line
  • pitch-deck confidence

The audience it expected

Startup and venture people who also love big live entertainment and pro sports: tech podcast listeners, stand-up comedy fans, Dodgers and Chelsea supporters and concert-goers. Hustle, showmanship and a scoreboard mentality.

Pacing

fast-pacedconversationalpunchy cutslive-event energy

Surfaces

stadium lightsbold sports graphicspolished tech minimalismstage spotlight

Tone

confidentfunnycompetitiveoptimistic

Shared qualities

underdog to championambition and hustlecrowd and communityblack comedy cultureLos Angeles

The works it expected them to love

Brands

TeslaApple matched After Steve: How Apple Became a Trillion-Dollar Company and Lost Its Soul (book)NikeSpotifyTicketmasterY Combinator

Films

The Social NetworkMoneyballFridayComing to AmericaBad Boys

Music

Jay-ZKendrick LamarDr. DreSnoop DoggBeyoncé

Books

Zero to OneThe Hard Thing About Hard ThingsShoe DogElon Musk

TV

Shark TankSilicon ValleyBillionsTed LassoChappelle's Show

Sealed at the freeze: SHA-256 e84156d528f133105415ca2847c1bfeb6e155bd4a4e928703bc649ae835fffdb. The prediction shown here still matches it.

What Qloo measured

What this audience loves, the qualities those works share and the tags ranked for it. New means the prediction did not contain it.

Look qualities

  • Intimate newin Jeremih, Men of a Certain Age and Family Tree
  • Realistic newin Camping, Breeders and Froning: The Fittest Man in History
  • Bold Typography newin National Football League, ESPN and Gatorade G2
  • Charismatic newin Trey Songz, Ty Dolla $ign and A Kid from Coney Island
  • Naturalistic newin Breeders, Family Tree and Born Strong

Mood qualities

  • Emotional newin Drake&Orson, Coach Carter and Glory Road
  • Resilient newin Loudermilk, Roadies and Iverson
  • Complex newin Men of a Certain Age, Loudermilk and Whites
  • Conflicted newin Breeders, Mo and Straight Outta Compton
  • Melodic newin Jeremih, Drake&Orson and Trey Songz

Meaning qualities

  • Reflective newin Breeders, Family Tree and The Carter Effect
  • Empathetic newin Crashing, Fisk and Born Strong
  • Curious newin Family Tree, I'll Sleep When I'm Dead and Born Strong
  • Resilience newin Mo, Born Strong and KidPoker
  • Loyal newin Jeremih, 2 Chainz and Big Sean

Pacing

Hauntingly Intimate newKid-Friendly newSpiritual newUrban newMeta Humorous newQuick-Paced new

Surfaces

Tailored Fit newVersatile Styles newFeminine Silhouettes newversatile pieces newClean newNeutral Palettes new

Tone

Modern newCelebratory newReliability newElegant newDetermination newPassion new

Brands

  • LA Kings newBlack And Silver Palette · Minimalist Logo Design · Iconic Visual Branding
  • National Football League newBold Typography · Shield Insignia · Red White And Blue Color Palette
  • Pandora newMinimalist · Clean Typography · Function-First Design
  • ESPN newBold Typography · High-Contrast Graphics · Dynamic Motion Design

Brands, lesser known

  • Gatorade Zero newBold Typography · Vibrant Color Palette · High-Contrast Branding
  • New York Yankees newPinstripe Uniforms · Interlocking Lettering · Classic Navy And White Palette

Films

  • War Dogs newDeath threat · Iwi jericho 941 · Sportscar
  • Iverson newRebellious · Resilient · Cultural impact
  • Straight Outta Compton newPragmatic · Conflicted · The fall
  • The Founder newComplex · The self made man · American midwest

Films, lesser known

  • A Kid from Coney Island newCommunity focused · Interview centric · Intimate
  • I'll Sleep When I'm Dead newObservational · Stage backstage juxtaposition · Emotional

Music

  • Jeremih newIntimate · Engaging · Melodic
  • 2 Chainz newEnergetic · Engaging · Bass Heavy
  • Big Sean newMainstream Rap · Lyrical Hip Hop · Confident
  • Drake&Orson newDynamic · Emotional R&B · Melodic

Books

  • After Steve: How Apple Became a Trillion-Dollar Company and Lost Its Soul predictedBiography Memoir · Nonfiction · Technology
  • Bruce Lee: A Life newBiography Memoir · Audiobook · Film
  • Kamala's Way: An American Life newAudiobook · Politics · Womens
  • Der Sinnreiche Junker Don Quixote Von La Mancha ...... (German Edition) new

TV

  • Men of a Certain Age newBreakfast table intimacy · Intimate · Flawed
  • Camping newUnvarnished close ups · Improvisational energy · Observational
  • Crashing newCameo heavy realism · Improvisational tone · Ambitious
  • Breeders newKitchen sink realism · Realistic · Mundane intimacy

Cautions the measurement raised

  • Bold Typography is carried mostly by brands (National Football League, ESPN, Gatorade G2): it may describe their products' design more than this audience's eye.

How the agent read it

Before deciding anything, the agent grouped what belongs together. Each cluster rests on a quality; the works are its evidence.

c1 · carries palette and imagery

Unvarnished, at the kitchen table

InterpretationWhat they watch is shot close and plain: kitchen-sink realism, familial intimacy, nothing glossy. The surfaces they favour are clean, neutral and tailored rather than stadium-bright.

Realistic look quality · newNeutral Palettes surface · newClean surface · newTailored Fit surface · newFroning: The Fittest Man in History film · newBreeders TV · new

c2 · carries typography and motion

Hauntingly intimate

InterpretationThe shared look is intimacy: melodic, breakfast-table close, quiet. Bold type appears, but mostly in brands, so it belongs to the numbers, not the voice.

Intimate look quality · newHauntingly Intimate pacing · newJeremih music · newMen of a Certain Age TV · newBold Typography look quality · new

c3 · carries voice, structure and interaction

Reflective, with the limits said aloud

InterpretationThey love reflective, interview-centric, stage-and-backstage stories with complexity left in. The page should talk like a candid interview and show what each claim does not show.

Reflective meaning quality · newEmotional mood quality · newFamily Tree TV · newA Kid from Coney Island film · newI'll Sleep When I'm Dead film · newComplex mood quality · newDetermination tone · new

c4 · carries layout

Observational frames

InterpretationObservational, unvarnished close-ups cut at a quick pace: a curious eye that frames small moments one after another.

Camping TV · newCurious meaning quality · newQuick-Paced pacing · new

How the medium carries itA one-page site shot like an observational documentary rather than a stadium pitch: warm neutral paper and tailored margins, an intimate editorial serif with bold numerals for the measured evidence, sections framed like close-up contact frames, a candid interview voice, and a stage/backstage switch on each piece of evidence that reveals what it does not show. Motion is a slow rack-focus, not a scoreboard tick.

Set aside as noise

  • War Dogs film · new Its tags (Death threat, Iwi jericho 941, Sportscar) are plot props, not a quality the page could carry.
  • Der Sinnreiche Junker Don Quixote Von La Mancha ...... (German Edition) book · new A catalogue edition with no tags; reads as a book-domain artifact rather than shared taste.
  • Kid-Friendly pacing · new A pacing tag for family viewing; the page speaks to an adult hackathon jury.
  • Feminine Silhouettes surface · new A fashion catalogue label about garment cut that has no counterpart in a one-page explainer.

The Design DNA

8 binding devices with literal tokens the check looks for in the files. 8 rest on what the prediction did not contain.

palette · dna1In the files

Kitchen-table neutrals: warm paper, near-black ink, clay and sage

Anchored to

Realistic look quality · newNeutral Palettes surface · newFroning: The Fittest Man in History film · new

Translates: Realistic · Neutral Palettes · Familial intimacy

InterpretationRealistic, familial intimacy and neutral palettes become the colours of an ordinary lit room: unbleached paper, warm ink, a clay accent for what was measured and a muted sage for what was guessed. No team or brand colour is used.

#ece4d6#241f1b#9a5a3c#7d8468#c9b79c

Made with css-palette for “Unvarnished, at the kitchen table”: Custom properties on :root hold the five neutrals so every surface draws from them.

Away from the sketch: 4 colours

typography · dna2In the files

Close-up editorial serif over a sturdy grotesque, heavy tabular numerals, and a typed transcript face

Anchored to

Intimate look quality · newBold Typography look quality · new

Translates: Intimate · Bold Typography

InterpretationIntimate becomes a soft, condensed editorial serif for headlines and lead lines, set large and close, with a screenplay typewriter face for the spoken transcript. Bold Typography, carried mostly by brands, is confined to the evidence numerals: Libre Franklin at its heaviest weight with tabular figures.

Ask an agent who an audience is, and it answers from its own idea.

Instrument Serif

Ask an agent who an audience is, and it answers from its own idea.

Libre Franklin

Ask an agent who an audience is, and it answers from its own idea.

Courier Prime

font-variant-numeric: tabular-numsfont-weight: 900

Made with library-font for “Hauntingly intimate”: Instrument Serif, Libre Franklin and Courier Prime are fetched locally and set through font custom properties; numerals get tabular, heavy settings.

Away from the sketch: 3 type families

imagery · dna4In the files

The blind-spot field: 714 plain dots, 22 filled in clay

Anchored to

Clean surface · newNeutral Palettes surface · new

Translates: Clean · Neutral Palettes

InterpretationClean, neutral surfaces become an original line drawing with no ornament: a field of 714 outlined dots on paper (34 by 21), of which only the 22 the guesses named are filled. The filled dots settle in one by one as the signature moment.

#blind-spot-figuresvg#blind-spot

Made with inline-svg for “Unvarnished, at the kitchen table”: A pattern of 714 outlined dots with 22 filled circles drawn inline, clean and resolution-free.

Away from the sketch: 1 new part

motion · dna3In the files

Slow rack focus: sections come into focus from a soft blur

Anchored to

Hauntingly Intimate pacing · newJeremih music · new

Translates: Hauntingly Intimate · Melodic

InterpretationHauntingly intimate, melodic pacing becomes a slow pull-focus: each section enters from a slight blur and drift, with no bounce, the way a close-up resolves.

@keyframes rack-focusanimation: rack-focus 1.4s cubic-bezier(.2,.7,.2,1) both

Made with css-motion for “Hauntingly intimate”: A keyframed blur-to-focus entrance triggered by an IntersectionObserver class, with a reduced-motion fallback.

voice · dna8In the files

Candid, reflective interview voice

Anchored to

Family Tree TV · newEmotional mood quality · newDetermination tone · new

Translates: Reflective · Emotional · Determination

InterpretationReflective, emotional and determined tone becomes plain sentences that admit the limit before the claim, short and spoken, never a pitch.

Ask an agent who an audience is, and it answers from its own idea.
Guess first. Then measure. Then design from the difference.
Turn each card to see what it does not show.

Made with copy for “Reflective, with the limits said aloud”: The narrative lines are written in the candid register around the fixed facts.

layout · dna7In the files

Contact-sheet frames for the five steps

Anchored to

Camping TV · newCurious meaning quality · new

Translates: Unvarnished close ups · Observational

InterpretationUnvarnished, observational close-ups become the five steps laid out as a strip of portrait frames with frame numbers in the margin, read left to right like a contact sheet.

#contact-sheetaspect-ratio: 4 / 5

Made with css-layout for “Observational frames”: A five-column grid of 4:5 frames that becomes a horizontal scroll strip on mobile.

Away from the sketch: 1 new part

structure · dna5In the files

The problem told as an interview transcript

Anchored to

A Kid from Coney Island film · newReflective meaning quality · new

Translates: Interview centric · Reflective

InterpretationInterview-centric, reflective storytelling becomes a section laid out as a typed transcript: a question in the margin, the plain answer beside it.

#transcript

Made with css-layout for “Reflective, with the limits said aloud”: A two-column grid of margin questions and typed answers carries the transcript.

Away from the sketch: 1 new part

interaction · dna6In the files

Stage and backstage: each piece of evidence turns to show what it does not show

Anchored to

I'll Sleep When I'm Dead film · newComplex mood quality · new

Translates: Stage backstage juxtaposition · Complex

InterpretationStage/backstage juxtaposition and complexity become evidence cards with a front (the finding) and a back (its stated limit); a button turns each card, so the limit is one press away, never hidden in small print.

#backstagetransition: transform .7s cubic-bezier(.2,.7,.2,1)

Made with interaction-script for “Reflective, with the limits said aloud”: A small script toggles aria-pressed and a turned class on each evidence card; CSS rotates it.

Away from the sketch: 1 new part

Away from the sketch

The design's palette, type and parts against the sketch frozen with the prediction. A colour counts as moved at a CIE76 difference of 20 or more from every sketch colour.

Sketch palette

#0b1f3a#005a9c#f4f1ea#e4002b#ffc72c

Design palette: 4 of 5 moved

#ece4d6ΔE 6 from #f4f1ea#241f1bΔE 23 from #0b1f3a#9a5a3cΔE 54 from #e4002b#7d8468ΔE 43 from #f4f1ea#c9b79cΔE 24 from #f4f1ea

Type

Sketch: Bebas Neue, Inter and DM Mono. Design: Instrument Serif (new), Libre Franklin (new), Courier Prime (new).

Parts

Sketch sections: #hero #problem #how-it-works #evidence #agents #try #built #footer

New in the design

#blind-spot-figure#transcript#backstage#contact-sheet

Questions asked while designing

Each question was asked with the agent's own guess written first, so the answer's difference stays visible.

How do the films and series they love move?

How the page moves and paces its sections: fast scoreboard cuts, or a slower, closer, observational rhythm.

The agent's guess, written firstQuick-paced, punchy cuts with counters ticking up like a scoreboard.

Qloo's answer, 0 requests

Pacing Hauntingly Intimate (new), Kid-Friendly (new), Spiritual (new), Urban (new), Meta Humorous (new), Quick-Paced (new)

Which surfaces, materials and forms do they favor?

The page's surfaces and material: dark stadium stage, or something lighter and tailored.

The agent's guess, written firstDark glossy stadium surfaces with spotlight gradients and bold sports graphics.

Qloo's answer, 0 requests

Surfaces Tailored Fit (new), Versatile Styles (new), Feminine Silhouettes (new), versatile pieces (new), Clean (new), Neutral Palettes (new)

The review

The agent judged each criterion of its plan on the captures it took, then repaired what fell short. The verdicts are its own.

After the repairs (earlier focus in the rack-focus keyframes, no smooth scrolling, faster dot settling, a tighter evidence section and top-aligned numerals) every planned look shows sharply in round 2. Not verified by capture: the turned back face of the evidence cards.

met

The hero headline is set in a large soft editorial serif, not condensed capitals, on warm paper, readable at 390 pixels wide.

Observed in r2-mobileAt 390 px the headline is a large, sharp Instrument Serif set on warm paper over four lines, 'actually' in clay italic; the italic serif lead, the body line and both pill buttons are now in focus.

met

The blind-spot field shows a quiet grid of outlined dots with a few clay-filled dots, beside heavy numerals 692 of 714.

Observed in r2-desktop-blind-spot-figureA quiet field of outlined linen dots fills the left, with 22 clay dots scattered through it and a typed legend below; to the right, heavy tabular numerals read 692 of 714 in clay, 96.9% and 22 of 714 in ink. The small typed label above 692 sits just above the frame edge at this scroll position.

met

The five steps read as a row of portrait frames with frame numbers, like a contact sheet.

Observed in r2-desktop-contact-sheet-sectionThe five steps sit as a row of portrait 4:5 frames in a dark strip, each with a large clay numeral, a serif title at the foot and a typed 'FRAME 01 ... PLAN' line beneath, with the step text below like contact-sheet notes. The longest captions run past the bottom of the 900 px view.

met

Evidence cards show a finding and a visible button to turn the card to its limit.

Observed in r2-desktop-backstageThree of the five evidence cards are in view, each with a typed label, a serif finding headline, the exact finding text and a clay outlined button 'Turn: what it does not show' at its foot. The turned (backstage) side is not shown in this capture.

met

The problem reads as a typed transcript with questions in the margin and answers beside them.

Observed in r2-mobile-transcriptOn mobile the problem reads as a typed Courier Prime transcript: sage Q. and clay A. marks, italic questions, plain answers, dashed rules between lines, all in focus.

What earlier rounds found short, and the repairs

Round 1: 0 met, 3 partly, 2 missed. The structure, palette and type all show as planned, but every capture caught the 1.4 s rack-focus mid-blur and smooth scrolling made targets land late, so content reads as out of focus. The repairs keep the frozen animation value but make focus resolve much earlier, remove smooth scrolling and wait for entrances before capture.

partly

The hero headline is set in a large soft editorial serif, not condensed capitals, on warm paper, readable at 390 pixels wide.

Observed in r1-mobileThe headline is a large soft editorial serif (Instrument Serif) over warm paper, with 'actually' in clay italic, readable at 390 px. The lead line, body and both buttons below it are still visibly blurred: the capture caught the rack-focus entrance mid-way.

RepairMake the rack-focus resolve sooner: smaller starting blur and focus reached by about a third of the animation; let the page signal capture readiness once entrances have played.

missed

The blind-spot field shows a quiet grid of outlined dots with a few clay-filled dots, beside heavy numerals 692 of 714.

Observed in r1-desktop-blind-spot-figureOnly the lower rows of the outlined dot field are in frame and none of the 22 clay dots are visible yet; the numerals 96.9% and 22 of 714 are heavy and tabular but blurred, and 692 of 714 is cut off above. The target scroll landed late because the page uses smooth scrolling.

RepairDrop html smooth scrolling so fragment targets land at once; start the dot settling sooner; same rack-focus fix.

partly

The five steps read as a row of portrait frames with frame numbers, like a contact sheet.

Observed in r1-desktop-contact-sheetFive portrait frames with large clay frame numbers sit in a dark strip like a contact sheet, but the whole strip is faded and blurred, so titles and step texts are unreadable in the capture.

RepairSame rack-focus fix so the strip is sharp once in view.

missed

Evidence cards show a finding and a visible button to turn the card to its limit.

Observed in r1-desktop-backstageThe section heading and a single faded card are visible; the card is mid-entrance and its turn button is below the fold, so the finding-plus-turn pattern cannot be seen. The scroll target landed short of the section.

RepairRemove smooth scrolling, shorten the entrance blur, and reduce the space above the cards so a card's turn button shows at 900 px tall.

partly

The problem reads as a typed transcript with questions in the margin and answers beside them.

Observed in r1-mobile-transcriptThe section reads as a typed transcript: Q. and A. speaker marks above each line in Courier Prime with dashed rules between them; the questions and answers themselves are still blurred by the entrance.

RepairSame rack-focus fix; it should read clearly once focused.

The check

Whether each device's declared tokens are in the project's files, through its own design system, and how much of the look models default to the page kept.

1.00 conformance · 8 of 8 devices in the files · design system: css-vars

dna1 presentdna2 presentdna3 presentdna4 presentdna5 presentdna6 presentdna7 presentdna8 present

Styling at the start: 0 hand-written declarations and 0 classes; now 385 and 245.

The look models default to: 7 of its 12 signatures on the page (a warm cream or off-white page ground, a display serif model-made pages default to, small uppercase letter-spaced monospace labels, one italic word set apart in a heading, zero-padded section or card numbers (01, 02, 03), fully rounded pill buttons and a short hairline rule before a label); at most 2 may stay.

Limits

  • Qloo measured the entities, tags and shared qualities named here and how they relate to this audience. Every colour, font, layout, motion and line drawn from them is the agent's interpretation, marked as such.
  • A name marked new was not in the prediction the agent froze before any data. Only names are published here: Qloo's ids, affinity scores, popularity and descriptions stay in the project.
  • The check shows that the declared tokens are in the files, not that the design is good. The review is the agent's own reading of its captures.
  • One session is one sample. It shows where this design's choices came from, not that people prefer it.

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