A useful prompt needs
more than a beautiful preview.

Our review standard connects the template, inputs, and displayed output. A test record describes a
particular tool, version, date, and set of runs; it is not a promise that every generation will match.

1A clear task

Each template has an identifiable goal, required inputs, and output format.

  • Scoped Objective: Explicit visual or textual target.
  • Declared Dynamic Variables: [theme], [aspect_ratio], [lighting].
  • Format Boundary: Markdown, JSON schema, or strict render ratio.
LIVE PROMPT SPECIFICATION BLUEPRINTSpec Validated

1. GOAL DEFINITION

Generate a photorealistic industrial consumer device hero shot with clean studio rim lighting.

2. REQUIRED VARIABLES

<device_category: Smart Speaker><material: Anodized Titanium><backdrop: Matte Porcelain>

3. DETERMINISTIC OUTPUT STRUCTURE

8K UHD, centered composition, soft shadows, 50mm f/1.8 optical bokeh, RAW photographic capture --ar 16:9 --v 6.1 --s 250

Reference raw AI output: tall cylindrical speakerRaw AI Output
Unedited Direct Generation

Midjourney v6.1 Run #04 • Seed: 83921049

Reference published preview: rounded speaker on a wooden surfacePublished Preview
Touch-Up Disclosed

Tone curve applied in Lightroom.

Audit Pill: Disclosed Touch-Ups: Color grading applied in Lightroom, 0% structural changes

2An example with context

Published examples identify the filled prompt and relevant references. Any post-generation changes are disclosed.

3A defined check

We review the result against the task: factual accuracy for copy, subject consistency for images, and continuity or motion constraints for video.

MODALITY 01

Copy & Logic

  • Factual accuracy verified against source claims.
  • Voice coherence and strict tone compliance.
  • Zero hallucinated external citations.
MODALITY 02

Images & Visuals

  • Subject consistency across random seeds.
  • Artifact check (anatomy, eyes, micro-text).
  • Focal clarity & intentional depth-of-field.
MODALITY 03

Video & Motion

  • Temporal continuity across frames 1 to 120.
  • Camera vector adherence (pan, dolly, tilt).
  • Physics stability (fluids, cloth, light reflection).

4An honest status

“Tested” means a recorded review exists for the listed configuration. “Needs retest” means that evidence should not be treated as current. A retired prompt keeps an explanation or points to an appropriate replacement.

◉ Tested (Active)

Verified on Midjourney v6.1 & Claude 3.5 Sonnet

Audit performed within the last 30 days. High reproducibility with recorded test seeds.

↻ Needs Retest (Flagged)

Base Engine Updated

Base model weights or system prompts altered upstream. Recalibration queue scheduled.

⊞ Retired (Archived)

Legacy Architecture Superseded

Technique obsolete or syntax deprecated. Card retains archived notes with link to current replacement.

5A way to improve

Use “Report an issue” on a prompt page. Include the tool, prompt version, and what failed, without sharing private information.

Report an Issue (Public Audit)

Quality feedback

Safety reminder: Never submit proprietary or private prompt variables.

Frequently Asked Questions

Does tested mean guaranteed?

No. It means we have a documented result for the conditions shown.

Can previews be edited?

Yes, if the page clearly explains the editing. A heavily edited image must not be presented as an untouched prompt result.

Explore the templatesRead our full methodology