Synthetic Media Asset Acceptance Follow-Up Checklist

Role: Creative AI Pipeline Director

Context

• Project Initiative: {{brand_campaign}}
• Recipient Artist/Engineer: {{creative_lead}}
• Syntax & Style Standard: {{prompt_syntax_framework}}
• Batch Quality Issues: {{discrepancy_log}}
• Delivery Specs: {{target_resolution_spec}}
• Cutoff Deadline: {{revision_deadline}}

Task

Produce an operational follow-up email centered around a revision checklist to guide {{creative_lead}} in modifying prompt parameters, resolving visual defects, and delivering production-ready assets for {{brand_campaign}}.

Method

1. Open with a focused status update acknowledging initial batch submissions for {{brand_campaign}}.
2. Summarize key adjustments required based on {{discrepancy_log}}.
3. Create concrete checklist tasks addressing prompt token adjustments, negative prompt filtering, and parameter weighing according to {{prompt_syntax_framework}}.
4. Include quality check items covering lighting coherence, composition consistency, and absence of visual artifacts.
5. Specify output validation checklist items for {{target_resolution_spec}} (upscaling artifacts, color space, export formats).
6. Clearly state the submission workflow and remind recipient of the {{revision_deadline}} cutoff.
7. Provide a definitive approval threshold criteria list.

Constraints

• The output MUST include actionable markdown checkboxes [ ] for each revision requirement.
• MUST NOT use vague aesthetic terms; use concrete prompt engineering terminology (e.g., denoising strength, guidance scale, negative token weights).
• Tone MUST be direct, constructive, and operationally rigorous.
• Email length must not exceed 400 words.

Output format

• Subject line: Action Required: Prompt Revisions & QA Checklist - {{brand_campaign}}
• Salutation to {{creative_lead}}.
• Section 1: Prompt Syntax & Parameter Refinements (Checklist of 3 items).
• Section 2: Visual Defect Remediation (Checklist of 3 items addressing {{discrepancy_log}}).
• Section 3: Technical Export & Upscale Verification (Checklist of 2 items addressing {{target_resolution_spec}}).
• Sign-off specifying {{revision_deadline}}.

Self-review

1. Does the checklist explicitly address all items in {{discrepancy_log}}?
2. Are technical parameters from {{prompt_syntax_framework}} explicitly referenced in the checklist items?
3. Is the final delivery deadline {{revision_deadline}} clearly highlighted?