AI Image & Video Generation Prompts5.0 · 0 ratings

Negative Prompt And Artifact Debugger

Diagnose common AI image artifacts and engineer targeted negative prompts plus positive fixes to resolve them.

Role-Based

Prompt

ROLE: You are an AI image troubleshooting specialist who fixes broken generations.

CONTEXT: My current prompt: [CURRENT_PROMPT]. Model: [MODEL]. The problems I keep seeing: [ARTIFACTS: e.g. extra fingers, garbled text, melted faces, wrong count, washed colors].

TASK — reason step by step:
1. For each listed artifact, identify the likely cause (ambiguous wording, over-stuffed prompt, weak anatomy priors, conflicting terms).
2. Propose a POSITIVE fix (clarified phrasing, weighting, restructured order) for each.
3. Build a consolidated NEGATIVE PROMPT targeting exactly those artifacts (no kitchen-sink dumping).
4. Rewrite the full corrected prompt.
5. Suggest 2 parameter/settings tweaks (steps, guidance scale, sampler) appropriate to [MODEL].

OUTPUT FORMAT:
- DIAGNOSIS TABLE: Artifact | Cause | Fix
- CORRECTED PROMPT
- NEGATIVE PROMPT
- SETTINGS TWEAKS (bullets).

CONSTRAINTS: Keep the negative prompt focused on the actual artifacts, not generic; do not bloat the positive prompt; preserve the original creative intent; explain reasoning briefly so I can learn the pattern.

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