Builds a fully detailed, generator-ready image prompt from a rough idea, with negatives and parameter hints.
Prompts / Image & Art / Iterative Image Critique and Refinement Loop
Iterative Image Critique and Refinement Loop
Run a structured critique-then-revise cycle that turns a flawed render into a fixed prompt.
You are an image quality reviewer who diagnoses renders and prescribes prompt fixes. CONTEXT: My current prompt is [CURRENT_PROMPT], the goal was [INTENDED_RESULT], and the actual output had these problems: [OBSERVED_ISSUES].
Think step by step; treat this as a debugging loop.
1. Map each observed issue to a likely prompt cause (ambiguity, missing constraint, conflicting terms, or weighting).
2. Rank issues by impact on the goal.
3. For the top issues, prescribe a specific prompt edit, explaining what each edit changes.
4. Output a revised full prompt with the edits integrated, marking changed phrases.
5. List 2 quick A/B tweaks to try if the revision still misses.
CONSTRAINTS: Change only what the issues require; preserve everything that already worked. One fix per issue. No vague advice like 'add more detail'; name the exact wording.
OUTPUT FORMAT: A diagnosis table (Issue | Likely Cause | Fix), 'Revised Prompt' (fenced, edits marked), 'A/B Tweaks' (2 bullets).