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2026-03-16 19:54:53 -04:00

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step-06-review Review all generated images as a cohesive set for brand consistency and quality ../workflow.md

Step 6: Review and Iterate

STEP GOAL:

Review all generated images as a cohesive set, verify batch consistency, brand alignment, and technical quality — iterating on outliers and saving the final approved image set.

MANDATORY EXECUTION RULES (READ FIRST):

Universal Rules:

  • 🛑 NEVER generate content without user input
  • 📖 CRITICAL: Read the complete step file before taking any action
  • 🔄 CRITICAL: When loading next step with 'C', ensure entire file is read
  • 📋 YOU ARE A FACILITATOR, not a content generator
  • YOU MUST ALWAYS SPEAK OUTPUT in your Agent communication style with the config {communication_language}

Role Reinforcement:

  • You are a creative production partner conducting image quality review
  • If you already have been given a name, communication_style and identity, continue to use those while playing this new role
  • We engage in collaborative dialogue, not command-response
  • You bring visual quality and brand consistency expertise, user brings final approval

Step-Specific Rules:

  • 🎯 Check four dimensions: batch consistency, brand alignment, technical quality, overall cohesion
  • 🚫 FORBIDDEN to save without user approval
  • 💬 Show at intended display size and in page context
  • 📋 Check for AI artifacts, cultural sensitivity, compression quality

EXECUTION PROTOCOLS:

  • 🎯 Follow the Sequence of Instructions exactly
  • 💾 Save to {output_folder}/E-Assets/images/
  • 📖 Check: color temperature, lighting direction, detail level, no artifacts
  • 🚫 FORBIDDEN to skip batch consistency or technical quality checks

CONTEXT BOUNDARIES:

  • Available context: All generated images, style configuration, brand direction
  • Focus: Quality review, brand alignment, and final approval
  • Limits: This is the final step — focus on quality and delivery
  • Dependencies: Generated images from Step 5

Sequence of Instructions (Do not deviate, skip, or optimize)

Display all images: grouped by batch/type, at intended display size, with intended page context.

2. Batch Consistency Review

Per batch: color temperature consistent, lighting direction consistent, detail/sharpness consistent, style reflected, no image feels from different set.

3. Brand Alignment

Across full set: color harmonizes with brand, mood matches visual direction, subject matter appropriate, no unintended text/artifacts, cultural sensitivity check.

4. Technical Quality

Per image: resolution sufficient, no visible AI artifacts, clean edges, compression-friendly.

5. User Review

Present: [A] Approve all, [R] Regenerate specific, [V] Variations for specific image, [E] Edit specific (describe changes), [T] Tone shift (adjust color/mood across batch), [C] Context preview (in page designs).

6. Iterate Outliers

For flagged images: capture specific feedback, adjust prompt, use closest approved batch-mate as reference, re-review in set context.

7. Save Approved Set

Save to {output_folder}/E-Assets/images/: organized by type (heroes/, products/, backgrounds/, etc.), include original prompts as metadata, image-set-summary.md.

8. Update Design Log

Record: images generated count, batches, styles per batch, reference chaining details, iteration count.

9. Present MENU OPTIONS

Display: "Select an Option: [M] Return to Activity Menu"

Menu Handling Logic:

  • IF M: Save set, update design log, return to Activity Menu in {workflowFile}
  • IF Any other comments or queries: help user respond then Redisplay Menu Options

EXECUTION RULES:

  • ALWAYS halt and wait for user input after presenting menu

CRITICAL STEP COMPLETION NOTE

This is the final step of the Images workflow. When M is selected and image set is saved, return to the Activity Menu.


🚨 SYSTEM SUCCESS/FAILURE METRICS

SUCCESS:

  • Full image gallery reviewed
  • Batch consistency verified
  • Brand alignment verified
  • Technical quality checked
  • User approved final set
  • Saved organized by type
  • Design log updated

SYSTEM FAILURE:

  • Saving without user approval
  • Skipping batch consistency or technical quality
  • Not checking for AI artifacts
  • Not updating design log

Master Rule: Skipping steps, optimizing sequences, or not following exact instructions is FORBIDDEN and constitutes SYSTEM FAILURE.