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Moûsa

Recorded 23 October 2026 · Claude Code

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

The same page built on 23 October, before Moûsa ranked qualities by how distinctive they are and checked the looks models default to. Its Qloo arm carried seven of those habits: kept as the before.

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 both

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

With Qloo Open full screen
Without Qloo Open full screen

Moûsa · Comparison

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

With Qloo and Without Qloo: the same brief, the same frozen prediction and the same stages. Only the source of the taste differs.

ComparisonWebsiteClaude CodePrediction frozen 23 October 2026

0.60

heuristic distance between the two designs, from 0 (alike) to 1

0.49 Palette0.69 Type0.80 Sections0.45 CSS features

8 of 8With Qloo: design devices rest on what the model did not predict

8Without Qloo: design devices rest on the model's own prediction, with no Qloo data

Samefrozen prediction in both arms

7 · 3signatures of the look models default to, of 12: With Qloo · Without Qloo

Side by side

The last reviewed captures of each arm, paired by what they show.

mobile

With Qloo: mobile
With Qloo
Without Qloo: mobile
Without Qloo

desktop · contact-sheet-section

With Qloo: desktop · contact-sheet-section
With Qloo only

desktop · backstage

With Qloo: desktop · backstage
With Qloo only

mobile · transcript

With Qloo: mobile · transcript
With Qloo only

desktop · blind-spot-figure

With Qloo: desktop · blind-spot-figure
With Qloo only

desktop · box-score

Without Qloo: desktop · box-score
Without Qloo only

desktop · lineup

Without Qloo: desktop · lineup
Without Qloo only

desktop

Without Qloo: desktop
Without Qloo only

mobile · tight-five

Without Qloo: mobile · tight-five
Without Qloo only

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

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.

Layer by layer

Each arm's devices for the same layer of the design.

palette

With Qloo

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

Realistic look quality · newNeutral Palettes surface · newFroning: The Fittest Man in History film · new
#ece4d6#241f1b#9a5a3c#7d8468#c9b79c

Without Qloo

Night-game scoreboard palette: night field, light-tower white, amber bulbs, a red miss

ambition and hustle quality · own predictionbold sports graphics surface · own predictionMoneyball film · own prediction
#0a1633#f6efdc#ffb21a#2a63d4#ff4b36#13224a

typography

With Qloo

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

Intimate look quality · newBold Typography look quality · new

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

Instrument Serif

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

Libre Franklin

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

Courier Prime

Without Qloo

Tall condensed scoreboard capitals over a sturdy sports-page grotesque, numbers in mono

underdog to champion quality · own predictioncompetitive tone · own prediction

Tall condensed scoreboard capitals over a sturdy sports-page grotesque, numbers in mono

Big Shoulders Display

Tall condensed scoreboard capitals over a sturdy sports-page grotesque, numbers in mono

Libre Franklin

Tall condensed scoreboard capitals over a sturdy sports-page grotesque, numbers in mono

DM Mono

imagery

With Qloo

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

Clean surface · newNeutral Palettes surface · new
#blind-spot-figuresvg#blind-spot

Without Qloo

Light towers over a crowd: an inline SVG of two stadium light towers throwing beams onto a field of crowd dots

stadium lights surface · own predictioncrowd and community quality · own predictionLos Angeles quality · own prediction
#herosvg#light-towers

motion

With Qloo

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

Hauntingly Intimate pacing · newJeremih music · new
@keyframes rack-focus

Without Qloo

Lights-up: beams sweep slowly while a marquee ticker runs the set list, both pausable

live-event energy pacing · own predictionfast-paced pacing · own predictionJay-Z music · own prediction
@keyframes beam-sweep@keyframes marquee-run

voice

With Qloo

Candid, reflective interview voice

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

Without Qloo

Stand-up confidence: setup, punchline, and every number exact

funny tone · own predictionconfident tone · own predictionconversational pacing · own prediction
Every agent thinks it knows the crowd.
The guess named 22. The measurement found 714.
Pick your dugout.

layout

With Qloo

Contact-sheet frames for the five steps

Camping TV · newCurious meaning quality · new
#contact-sheet

Without Qloo

Box score: the evidence as a scoreboard grid of panels with one headline stat

Moneyball film · own predictionThe Social Network film · own predictionambition and hustle quality · own prediction
#box-score#headline-stat

structure

With Qloo

The problem told as an interview transcript

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

Without Qloo

The tight five: the five steps as a numbered set list, each with a setup and a landing

punchy cuts pacing · own predictionblack comedy culture quality · own predictionChappelle's Show TV · own prediction
Here's the tight five.
#tight-five

interaction

With Qloo

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

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

Without Qloo

The lineup: install commands on ticket-stub cards that copy on press

Tesla brand · own prediction
#lineup

Each arm's own review

The agent of each arm judged its own captures against its own plan.

With Qloo

Round 2: 5 met, 0 partly, 0 missed.

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.

Check: 1.00, 8 of 8 devices in the files.

The look models default to: 7 of 12 signatures (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).

With Qloo: the full report

Without Qloo

Round 2: 5 met, 0 partly, 0 missed.

After the repairs every criterion is met in this round: the hero drawing and headline, the box score's headline stat, the tight-five set list and the ticket lineup. The repairs fixed a specificity bug, the scroll target, the entrance timing, the desktop headline size and a grid overflow that had pushed the third ticket off-screen.

Check: 1.00, 8 of 8 devices in the files.

The look models default to: 3 of 12 signatures (small uppercase letter-spaced monospace labels, zero-padded section or card numbers (01, 02, 03) and frosted glass panels).

Without Qloo: the full report

Limits

  • One pair is one sample. Model variance alone makes two designs differ, so one distance does not isolate what Qloo changed; repeat the pair before calling a difference the data's effect.
  • The distance is a heuristic over palettes, type classes, landmark sections and CSS features. It does not measure quality or what people prefer.
  • The headline counts devices anchored to what the prediction did not contain. It shows that the data changed the specification, not that the result is better.

What the agent did

62 Moûsa calls, 2 refused by a validator and repaired; 21 reads, 31 writes and 0 shell commands. Tool names, stages and outcomes only: no file contents, commands or model text.

Main session

  1. tool search
  2. read
  3. mousa_status
  4. read ×3
  5. design_compare prepare
  6. taste_profile plan
  7. taste_profile plan
  8. tool search
  9. materials find
  10. design_validate prediction
  11. design_validate prediction
  12. taste_profile baseline
  13. agent mousa:mousa-baseline
  14. agent mousa:mousa-designer
  15. design_compare compare
  16. design_report comparison
  17. read ×2

The baseline agent, without Qloo

  1. skill mousa:design
  2. tool search
  3. mousa_status
  4. read ×9
  5. materials find
  6. design_validate reading
  7. design_validate dna
  8. design_validate plan
  9. materials fetch
  10. write ×6
  11. design_check
  12. design_capture
  13. design_capture
  14. design_capture
  15. design_capture
  16. design_validate review
  17. write ×7
  18. design_check
  19. design_capture round 2
  20. design_capture round 2
  21. write ×4
  22. design_capture round 2
  23. design_capture round 2
  24. design_capture round 2
  25. design_validate review
  26. design_report session
  27. design_check

The Qloo agent

  1. skill mousa:taste-brief
  2. skill mousa:design
  3. tool search
  4. mousa_status
  5. read
  6. taste_profile measure
  7. read ×2
  8. taste_ask pacing
  9. taste_ask surfaces
  10. materials find
  11. read ×2
  12. design_validate reading
  13. design_validate dna
  14. design_validate plan
  15. materials fetch refused: MATERIAL_NOT_PLANNED
  16. materials fetch
  17. read
  18. design_validate dna
  19. design_validate plan
  20. materials fetch
  21. write ×4
  22. write error
  23. write
  24. design_check
  25. write
  26. design_capture
  27. design_capture
  28. design_capture
  29. design_capture
  30. design_capture
  31. design_validate review
  32. write ×6
  33. design_check
  34. design_capture round 2
  35. design_capture round 2
  36. design_capture round 2
  37. design_capture round 2
  38. design_capture round 2
  39. write
  40. design_capture round 2
  41. design_validate review refused: TASTE_PROTOCOL_INVALID
  42. design_validate review
  43. design_check
  44. design_report session

Run it again

Models vary from run to run, so a new session reaches its own design; the prediction it freezes and the measurement are compared in the same way.

The request

/mousa:compare Build the page twice, with Qloo and without it, from one frozen prediction, then compare the two. The brief: Design a one-page website that explains Moûsa to the jury of the Qloo Agentic Hackathon. It is for people who love This Week in Startups, The Original Kings of Comedy, the Los Angeles Dodgers, Chelsea F.C. and Live Nation. Every fact the page states is in facts.md in this folder: keep each one exactly, and invent no claim, number, quote, testimonial, customer or logo. Build it as static HTML and CSS in this folder, with a small script only if the design needs one. Write all copy in English. Use the Moûsa plugin, so the design rests on what this audience actually loves.

The command

From the repository at commit 0deed15:

node scripts/run-claude-code-live.mjs --run --from examples/showcase
  • Your own Qloo API key as QLOO_API_KEY in this repository's .env.
  • Claude Code, signed in.

The record's files

The same evidence as data and as pictures, for reading without this site.

The report on its ownrecord.jsonThe whole report as one pictureThe card