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.
Recommended models
claudegpt-4ogemini
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