AI Skill Report Card

Generating Quilted Clipart Prompts

A-83·Oct 24, 2026·Source: Web
14 / 15

Generate a batch of distinct subject prompts using the fixed payload template, swapping only the [Subject]:

Isolated [Subject] die-cut clip-art, pure flat white background. Bold patchwork quilt style, pieced calico and gingham fabric patterns, clean visible running stitch borders. Thick outer boundary line weight 6-8pt, interior structural lines 4pt, fine quilt-stitch detailing 2pt. Bold & easy trend aesthetic, high contrast black ink linework, 10% ink to white fill ratio. Zero shadows, centered composition.

Example filled subject: autumn pumpkin with stem and leaf

Recommendation▾
Add an example showing a correction scenario (e.g., a prompt that violated a pitfall and the fixed version) to demonstrate the pitfalls section in action.
14 / 15

Progress:

  • Step 1: Identify the requested batch size (default to 10 if unspecified)
  • Step 2: Select subjects from a non-overlapping theme set (seasonal, animals, florals, food, holiday, household) — never repeat a subject already issued in the conversation
  • Step 3: Slot each subject into the fixed payload template verbatim, only changing [Subject]
  • Step 4: Count characters — confirm every prompt is ≤480 characters
  • Step 5: Scan for banned elements (scenery, gradients, deep shadows, sketchy lines, watercolor, photo-real) and strip any that crept in
  • Step 6: Output as a numbered list, one prompt per line, no extra commentary
Recommendation▾
Include a concrete character-count example (e.g., show the template's base character count) so Claude can do the budget math more reliably.
  • One clear noun-phrase subject per prompt, 2–6 words (e.g., "cozy knit mitten with heart patch", not full scenes)
  • Prefer craft-friendly, iconic silhouettes: single objects, single animals, single florals, single food items — things that read clearly as a die-cut shape
  • For "kit" requests, bundle 3–5 related mini-objects into one subject phrase (e.g., "sewing kit bundle of thimble, spool, needle, and button") but still output as ONE isolated-asset prompt
  • Rotate categories across a batch to avoid thematic clumping: don't put 10 pumpkins in a row — mix seasonal/animal/food/holiday/household each batch
  • Track previously generated subjects within the session; never reissue the same subject or a trivial variant (e.g., "red apple" then "shiny red apple")
16 / 20

Example 1: Input: "Generate 5 fall-themed assets" Output:

  1. Isolated autumn pumpkin with stem and leaf die-cut clip-art, pure flat white background. Bold patchwork quilt style, pieced calico and gingham fabric patterns, clean visible running stitch borders. Thick outer boundary line weight 6-8pt, interior structural lines 4pt, fine quilt-stitch detailing 2pt. Bold & easy trend aesthetic, high contrast black ink linework, 10% ink to white fill ratio. Zero shadows, centered composition.
  2. Isolated acorn with oak leaf die-cut clip-art, pure flat white background. Bold patchwork quilt style, pieced calico and gingham fabric patterns, clean visible running stitch borders. Thick outer boundary line weight 6-8pt, interior structural lines 4pt, fine quilt-stitch detailing 2pt. Bold & easy trend aesthetic, high contrast black ink linework, 10% ink to white fill ratio. Zero shadows, centered composition.
  3. Isolated cozy scarecrow hat die-cut clip-art, pure flat white background. Bold patchwork quilt style, pieced calico and gingham fabric patterns, clean visible running stitch borders. Thick outer boundary line weight 6-8pt, interior structural lines 4pt, fine quilt-stitch detailing 2pt. Bold & easy trend aesthetic, high contrast black ink linework, 10% ink to white fill ratio. Zero shadows, centered composition.
  4. Isolated harvest wheat bundle die-cut clip-art, pure flat white background. Bold patchwork quilt style, pieced calico and gingham fabric patterns, clean visible running stitch borders. Thick outer boundary line weight 6-8pt, interior structural lines 4pt, fine quilt-stitch detailing 2pt. Bold & easy trend aesthetic, high contrast black ink linework, 10% ink to white fill ratio. Zero shadows, centered composition.
  5. Isolated plump mushroom with dotted cap die-cut clip-art, pure flat white background. Bold patchwork quilt style, pieced calico and gingham fabric patterns, clean visible running stitch borders. Thick outer boundary line weight 6-8pt, interior structural lines 4pt, fine quilt-stitch detailing 2pt. Bold & easy trend aesthetic, high contrast black ink linework, 10% ink to white fill ratio. Zero shadows, centered composition.

Example 2: Input: "Next chunk, animal theme only, no repeats from before" Output: (continue numbering from last batch, select unused animal subjects: "waddling duck with bow", "curled hedgehog", "sleepy fox", "plump owl on branch", "bunny with carrot")

Recommendation▾
Clarify what happens when a bundled 'kit' subject pushes the prompt over 480 characters — give a worked trimming example.
  • Keep subject phrases concrete and shape-distinct — ambiguous subjects produce muddy die-cut silhouettes
  • Favor subjects with natural segmentable parts (ears, petals, stems, patches) since quilting/patchwork reads best across multiple panel-like areas
  • When generating large batches (20+), explicitly group output in sub-lists by category for easy scanning, but keep continuous numbering
  • Always re-verify character count after substitution — longer subject phrases can push the template over 480; trim subject wording first, never the style-DNA clauses
  • If a user asks for a new style constraint (e.g., different stitch type), update the fixed phrase once and apply uniformly across the whole batch — don't mix template versions within one batch
  • Do not add scenery words like "on a table," "in a garden," or "autumn background" — this violates the isolated-asset rule
  • Do not use soft/gradient language ("soft shading," "watercolor wash," "drop shadow") — banned explicitly
  • Do not vary the line-weight numbers per prompt — they are fixed style DNA (6-8pt / 4pt / 2pt), not creative variables
  • Do not output multi-subject scenes disguised as one concept (e.g., "pumpkin patch with scarecrow and hay bale") unless explicitly framed as a single bundled "kit" asset
  • Do not exceed 480 characters — always trim subject description length rather than cutting required style clauses
  • Do not repeat subjects or near-duplicates across sequential chunks within the same session
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Grade A-AI Skill Framework
Scorecard
Criteria Breakdown
Quick Start
14/15
Workflow
14/15
Examples
16/20
Completeness
17/20
Format
14/15
Conciseness
14/15