Image & modality

Visual and multimodal craft — subject, light, camera, style, negatives, and grounded vision.

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  1. 01

    Visual attributes

    Subject, style, lighting, composition, quality, and negatives for image models.

    Plate →Practice locked
  2. 02

    Subject-first framing

    Lead with the primary subject and action before style flourishes so the model locks identity early.

    Plate →Practice locked
  3. 03

    Lighting and atmosphere

    Specify light direction, quality, and color temperature so mood is controllable instead of accidental.

    Plate →Practice locked
  4. 04

    Composition and camera

    Call shot type, angle, and framing so the canvas isn’t a random crop of the subject.

    Plate →Practice locked
  5. 05

    Style anchors

    Pin 2–4 concrete style references (medium, era, artist-adjacent adjectives) instead of vague ‘cinematic’.

    Plate →Practice locked
  6. 06

    Negative prompt discipline

    A short Avoid list for known failure modes — not a dump of every artifact you’ve ever seen.

    Plate →Practice locked
  7. 07

    Multimodal grounding

    When an image is input, force the model to cite visible evidence before inventing scene details.

    Plate →Practice locked
  8. 08

    Reference image brief

    Separate what to keep from a reference (identity, palette, layout) from what to change.

    Plate →Practice locked