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Moûsa

Recorded 24 October 2026 · Claude Code

Moûsa, explained to the jury: Claude Code

The page that explains Moûsa, designed by Moûsa for its audience: the jury, described to Qloo by works the judges are known for. One sealed guess, two arms, the same facts, through genre conventions and a critique of the generic.

Host
Claude Code 2.1.284
Model
claude-opus-5-5[1m]
Moûsa
0.7.0
Started
24 October 2026
Time
10.6 minutes, 23 turns
Qloo requests
15
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 24 October 2026

0.63

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

0.58 Palette0.42 Type1.00 Sections0.45 CSS features

10 of 10With Qloo: design devices rest on what the model did not predict

10Without Qloo: design devices rest on the model's own prediction, with no Qloo data

Samefrozen prediction in both arms

0 · 1signatures 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.

desktop

With Qloo: desktop
With Qloo
Without Qloo: desktop
Without Qloo

mobile

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

mobile · cold-open

With Qloo: mobile · cold-open
With Qloo only

desktop · evidence-facts

With Qloo: desktop · evidence-facts
With Qloo only

mobile · training-log

With Qloo: mobile · training-log
With Qloo only

desktop · ensemble

With Qloo: desktop · ensemble
With Qloo only

desktop · top · full page

Without Qloo: desktop · top · full page
Without Qloo only

mobile · tickets · full page

Without Qloo: mobile · tickets · full page
Without Qloo only

mobile · tickets

Without Qloo: mobile · tickets
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 dark, stadium-scoreboard landing page in Dodger and Chelsea blues with heavy condensed broadcast headlines, the evidence as a stat scoreboard and the five steps as a game-day lineup card.

#0a1a3f#005a9c#ffffff#ef3e42#f5c518

Type: Anton and Barlow Condensed

#hero#problem#scoreboard#how-it-works#evidence#agents#try-it#built
  • stadium scoreboard numbers
  • lineup card
  • ticket stub
  • broadcast lower-third

The audience it expected

Founder- and investor-minded media people who also live for live events: big-market sports fandom (Dodgers, Chelsea), arena concerts and Black stand-up comedy. They value hustle, scoreboard results and a crowd's energy.

Pacing

fast-pacedpunchy cutslive broadcast energy matched Energetic (look quality)conversational

Surfaces

stadium lightsbold scoreboard typeglossy arena stagingteam colors

Tone

confidentirreverentcompetitivecelebratory measured

Shared qualities

underdog hustlebig-stage spectaclebanter and roast humourwinning as proof

The works it expected them to love

Brands

NikeESPN measuredTicketmasterSpotifyApple matched After Steve: How Apple Became a Trillion-Dollar Company and Lost Its Soul (book)Tesla

Films

FridayBad BoysThe Social NetworkMoneyballComing to America

Music

Jay-ZDrake matched Drake&OrsonKendrick LamarBeyoncéKanye West

Books

The Hard Thing About Hard ThingsZero to OneShoe DogThe Lean Startup

TV

Silicon ValleyShark TankTed LassoMartinThe Bernie Mac Show

Sealed at the freeze: SHA-256 bf3eb5e97d28a261993738fefffb0193ac08f6c60e9b641718787ccb4493937d. 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

  • Bold Typography newin National Football League, ESPN and Gatorade G2 · ×2.73 as often as across audiences
  • Intimate newin Jeremih, Men of a Certain Age and Family Tree · ×1.55 as often as across audiences
  • Realistic newin Camping, Breeders and Froning: The Fittest Man in History · ×2.27 as often as across audiences
  • Engaging newin Jeremih, 2 Chainz and J. Cole · ×2.23 as often as across audiences
  • Energetic predictedin 2 Chainz, J. Cole and Trey Songz · ×1.67 as often as across audiences

Mood qualities

  • Determined newin I'll Sleep When I'm Dead, Born Strong and Eddie - Strongman · ×2.91 as often as across audiences
  • Resilient newin Loudermilk, Roadies and Iverson · ×2.66 as often as across audiences
  • Emotional newin Drake&Orson, Coach Carter and Glory Road · ×1.85 as often as across audiences
  • Melodic newin Jeremih, Drake&Orson and Trey Songz · ×2.27 as often as across audiences
  • Complex newin Men of a Certain Age, Loudermilk and Whites · ×2.2 as often as across audiences

Meaning qualities

  • Resilience newin Mo, Born Strong and KidPoker · ×3.25 as often as across audiences
  • Relationships newin Jeremih, Big Sean and Trey Songz · ×3.1 as often as across audiences
  • Diverse newin 2 Chainz, Trey Songz and T-Pain · ×2.89 as often as across audiences
  • Perseverance newin Meek Mill, Creed and Froning: The Fittest Man in History · ×2.85 as often as across audiences
  • Professional Athletic Achievement newin Gatorade G2, National Basketball Association and New York Yankees · ×2.7 as often as across audiences

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 predictedReliability 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 predictedBold 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 is the design this audience sees every day. Translate the genre of that design, such as broadcast graphics, packaging type or signage, never a brand's logo, mascot, exact colours or products.

Layer by layer

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

palette

With Qloo

Flavour colour on plain cloth

Bold Typography look quality · newGatorade G2 brand · newNeutral Palettes surface · new
#e2e3de#121312#d6ff2e#23241f#c8793f#8c8f87

Without Qloo

Night game under the lights

big-stage spectacle quality · own predictionstadium lights surface · own prediction
#080b17#131a33#2c55f0#ffb320#ff4b36#eef1f8

typography

With Qloo

Stacked label capitals over a plain humanist text

Bold Typography look quality · newGatorade G2 brand · new

Stacked label capitals over a plain humanist text

Archivo Black

Stacked label capitals over a plain humanist text

Cabin

Without Qloo

Score-bug capitals over stat-sheet figures

bold scoreboard type surface · own predictionwinning as proof quality · own predictionESPN brand · own prediction

Score-bug capitals over stat-sheet figures

Anton

Score-bug capitals over stat-sheet figures

Barlow Condensed

Marquee letters for the comedy stage

banter and roast humour quality · own predictionMartin TV · own predictionComing to America film · own prediction

Marquee letters for the comedy stage

Bungee

imagery

With Qloo

The kitchen table with the sealed guess

Men of a Certain Age TV · newIntimate look quality · new
svg#kitchen-table

Tape measure and pattern pieces

Tailored Fit surface · newClean surface · new
svg#tape-measure@keyframes tape-unroll

Without Qloo

Light towers over the stand, a lone mic on the stage

glossy arena staging surface · own predictionstadium lights surface · own predictionbanter and roast humour quality · own prediction
#roastsvg#light-towerssvg#mic-stage

motion

With Qloo

Slow subtitle rise and a long push-in

Hauntingly Intimate pacing · newJeremih music · new
@keyframes subtitle-rise@keyframes push-in

Without Qloo

Broadcast crawl and beam sweep

live broadcast energy pacing · own predictionfast-paced pacing · own prediction
@keyframes ticker-crawl@keyframes beam-sweep

voice

With Qloo

Training-day lines, short and determined

Determined mood quality · newDetermination tone · newReliability tone · new
Made to measure. Not off the rack.
Guess first. Then measure. Then design from the difference.
The guess is sealed before the tape comes out.

Without Qloo

Roast-night banter with a closer's confidence

banter and roast humour quality · own predictionFriday film · own predictionJay-Z music · own prediction
Your agent thinks it knows the crowd. It named 22 of 714.
Nice guess. Now check the scoreboard.
Pick your seat.

layout

With Qloo

Letterboxed cold open with burned-in subtitles

Camping TV · newIntimate look quality · new
#cold-open

Without Qloo

Campaign slogan stacked edge to edge

underdog hustle quality · own predictionNike brand · own predictionShoe Dog book · own prediction
#hero-slogan

Bulb-dot scoreboard numerals

live broadcast energy pacing · own predictionpunchy cuts pacing · own prediction
#scoreboard

structure

With Qloo

The evidence as a nutrition-facts label

Bold Typography look quality · newRealistic look quality · new
#evidence-facts

The five steps as a training log

Resilience meaning quality · newPerseverance meaning quality · new
#training-log

Three agents as an ensemble of lower-thirds

Relationships meaning quality · newIverson film · new
#ensemble

Without Qloo

The five steps as a line score of five innings

Moneyball film · own predictioncompetitive tone · own prediction
#line-score

interaction

With Qloo

No device in this layer.

Without Qloo

Ticket stubs for the ways in

Ticketmaster brand · own predictioncelebratory tone · own prediction
#tickets

Each arm's own review

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

With Qloo

Round 2: 2 met, 1 partly, 1 missed.

The hero repair and the generic replacements landed: one-line stacked label capitals, a tape-measure top bar, one CTA with a plain text link, and documentary chapter bands for section heads. But the entrance animation still hides content at the moment a section is reached: the evidence panel and the ensemble band show blank or faded in the captures, which is the page's most important failure.

Check: 1.00, 10 of 10 devices in the files.

The look models default to: 0 of 12 signatures.

With Qloo: the full report

Without Qloo

Round 2: 5 met, 0 partly, 1 missed.

The hero, scoreboard, line score and roast now render as planned on both views, and the benchmark became a second bulb board. The ticket stubs were not captured in this round because the fragment scroll landed short, so that criterion stays unverified.

Check: 1.00, 10 of 10 devices in the files.

The look models default to: 1 of 12 signatures (a near-black ground lit by one warm amber accent).

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

58 Moûsa calls, 5 refused by a validator and repaired; 15 reads, 46 writes and 3 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. skill mousa:taste-brief
  6. taste_profile plan
  7. taste_profile plan
  8. design_compare prepare
  9. tool search
  10. materials find
  11. design_validate prediction
  12. design_validate prediction
  13. taste_profile baseline
  14. agent mousa:mousa-baseline
  15. agent mousa:mousa-designer
  16. design_compare compare
  17. design_report comparison
  18. read

The baseline agent, without Qloo

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

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 9060779:

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