One arm of a comparison · With Qloo
The design's own files as the session left them, running sandboxed on a separate origin.
Moûsa · Taste Provenance
Ilo's courage is intimate: a person who hesitates, stays and shares the light they carry.
5 of 5
design devices rest on what the model did not predict
The audience, as the person named itHollow KnightSpirited AwaySigur RósNujabesPaterson
60works measured, 2 of them predicted
18shared qualities, 2 predicted
24pacing, surface and tone tags, 0 predicted
16Qloo requests
The captures of round 2, the last the agent reviewed: 4 criteria met, 0 partly, 0 missed.
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 small hooded road worker in a wind-worn teal cape, carrying an amber lantern, walking in a measured rhythm and speaking in concrete, spare observations.
#263e48#65877f#c3ccbb#e9b96a#302e3eType: none sketched
#road-hood#cape-tail#lantern-cage#work-bootsThe audience it expected
Players who love solitary journeys, gentle surrealism, musical repetition and the poetry of ordinary work.
Pacing
slow-pacedcontemplativelyrical
Surfaces
weatheredsofthandmade
Tone
melancholic measuredgentlehopeful
Shared qualities
quietatmospheric measuredeveryday ritual
Art styles
Hand-Drawn measuredWatercolorPainterly measured
The works it expected them to love
Games
Journey matched Kino's Journey (TV)Ori and the Blind ForestGRIS measured
Films
Princess MononokePerfect DaysMy Neighbor Totoro
TV
MushishiOver the Garden WallSamurai Champloo
Music
BonoboÓlafur ArnaldsTycho
Books
The Little PrinceA Wizard of EarthseaThe Summer Book
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
Mood qualities
Meaning qualities
Games
Films
Films, lesser known
TV
Music
Books
Before deciding anything, the agent grouped what belongs together. Each cluster rests on a quality; the works are its evidence.
c1 · carries palette, structure and imagery
InterpretationAtmosphere and intimacy support an exposed face and a compact sculptural light; spare shapes preserve small-scale clarity.
c2 · carries voice and motion
InterpretationReserved expression and conflict suggest care spoken plainly, with a visible hesitation before commitment.
c3 · carries imagery and motion
InterpretationStylization and enchanting pacing permit one deliberate expanding gesture while feet remain planted.
How the medium carries itTranslate measured qualities into Ilo's data, with plum and coral cloth, a rounded low hood, a sculptural hand lantern and a held release. Palette and gestures are interpretations, not Qloo prescriptions. Packaging and elegance surface tags are irrelevant to a cliff-road worker.
5 binding devices with literal tokens the check looks for in the files. 5 rest on what the prediction did not contain.
Anchored to
Translates: Intimate · minimalist · Atmospheric
InterpretationA warm exposed face and coral wrap stand out from deep plum clothing and an ice-blue light.
#502747#d86559#efcbb3#171d33#a5e8efMade with source for “Intimate austere form”: Palette lives in character data.
Away from the sketch: 2 colours
Anchored to
Translates: Stylized · Sculptural Designs
InterpretationCel bands simplify plum cloth and blue glass; portrait repeats the same round hood and held light.
"preset": "cel"Made with generated-image ×1 for “A held theatrical release”: Portrait matches rig and cel rendering.
Anchored to
Translates: Enchanting · Conflicted
InterpretationA grounded brisk gait pauses into a small recoil, then a held open offer before release.
"cadence": 2.2"headStabilize": 0.85"kindleAt": 2.2Made with source for “A held theatrical release”: Gait and clips define timing.
Anchored to
Translates: Love · Reserved · melancholic
InterpretationIlo admits fear without a new backstory; short direct lines address keeper and beacon.
I nearly turned back too. May I stay a moment?
Here. You can have some of mine.
I thought it would feel less lonely. It does.
Made with copy for “Reserved affection”: Four story slots preserve beats.
Anchored to
Translates: Intimate · Fluid Silhouettes · Sculptural Designs · Stick figure minimalism
InterpretationExpose the face under a low rounded hood; one rounded lantern and a short cloth wrap replace the predicted tall hood and long cape.
#low-round-hood#coral-shoulder-wrap#cupped-lantern#patched-coatMade with source for “Intimate austere form”: Parts and cloth define silhouette.
Away from the sketch: 4 new parts
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
#263e48#65877f#c3ccbb#e9b96a#302e3eDesign palette: 2 of 5 moved
#502747ΔE 19 from #302e3e#d86559ΔE 45 from #e9b96a#efcbb3ΔE 18 from #c3ccbb#171d33ΔE 10 from #302e3e#a5e8efΔE 23 from #c3ccbbType
The sketch named no type. The design names no type.
Parts
Sketch sections: #road-hood #cape-tail #lantern-cage #work-boots
New in the design
#low-round-hood#coral-shoulder-wrap#cupped-lantern#patched-coatEach 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?
The agent's guess, written firstKeep every gesture evenly paced and softly restrained.
Pacing Enchanting (new), Majestic (new), Operatic (new), Visually Austere (new), Folkloric (new), Cross Cultural (new)
The agent judged each criterion of its plan on the captures it took, then repaired what fell short. The verdicts are its own.
All four criteria met after improving leg contrast. These are visual judgments, not measured audience preference.
Pose: round hood, short wrap and rounded blue lantern read at 60 pixels.
Observed in r2-frame-poseRounded hood, coral wrap, warm face and rounded blue lantern read at small scale.
Walk: six frames keep feet on road and face level.
Observed in r2-frame-walkLighter legs separate from background; six grounded steps and level face remain visible.
Title: portrait shows plum hood, coral wrap, exposed face and blue light.
Observed in r2-frameTitle portrait repeats plum hood, coral wrap, warm exposed face and blue glass.
Kindle: grounded open offer lights beacon; original short lines are present.
Observed in r2-frame-kindleFeet remain on road and open offering lights the beacon. Source checks verify dialogue because this view has no subtitles.
What earlier rounds found short, and the repairs
Round 1: 3 met, 1 partly, 0 missed. Measured interpretation meets three criteria; improve leg contrast. Portrait and rig share their core silhouette and light.
Walk: six frames keep feet on road and face level.
Observed in r1-frame-walkFace stays level and grounded steps are visible, but navy legs blend into review background.
RepairAdd a lighter trouser palette colour and use it for thigh and boot shaft.
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 · 5 of 5 devices in the files · design system: css-vars
Styling at the start: 735 hand-written declarations and 19 classes; now 735 and 19.