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How can I improve the consistency of the generated results of AI drawing tools such as Midjourney?

2025-08-20 226

pain point analysis

AI drawing tools often fluctuate due to inconsistent cue words, and the same set of cue words may produce widely varying results.

Enhancement Methods

  • Structured parameter fixing: JSON cues generated via Prompthance contain core parameters such as fixed style/tone/resolution etc.
  • Parameter reuse mechanism: Save successful JSON prompts as templates for same-series generation
  • Real-time preview adjustments: Instantly see the expected impact of parameter changes on the generated results when editing JSON.

typical application

When creating a series of illustrations: 1. Generate a perfect JSON cue for the first work 2. Modify only variable parameters such as scenes/characters 3. Keep fixed parameters such as style/color palette unchanged

advanced skill

1. add "seed" value to JSON to ensure reproducibility 2. use paid plans for more consistent generation quality 3. combine parameters with multiple success words

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