Grokdir

Blog · Productivity · 2026-08-30

Generate Consistent Game Art Assets as Transparent PNGs

Operate an existing art generator, compare batches with approved references, and package clean assets without overwriting work.

Premise

Production art needs continuity more than novelty. The agent drives an existing generator, checks references, and prepares a reviewable batch.

Setup

  1. Provide the generator and complete login yourself.
  2. Select reference assets and measurable style constraints.
  3. Define dimensions, transparency, naming, and folders.

Boundaries

  • Do not change the trained style or global settings.
  • Never overwrite unapproved files.
  • Keep assets local until release approval.

Generate small batches. Reject inconsistent style, unwanted backgrounds, broken transparency, malformed details, or wrong dimensions. Export accepted transparent PNGs using [NAMING RULE] into [FOLDER].

Never overwrite a filename unless I mark it replaceable. Produce a contact sheet and manifest with prompt, dimensions, filename, and unresolved items.

Do not publish, upload to a store, change generator settings, or substitute another service if this one fails.

Prompt

Use my existing art generator to create [ASSET LIST] for [GAME]. Match approved references for palette, line weight, perspective, silhouette, lighting, and scale; do not invent a new direction.