docs: update all documentation and add AI tooling configs

- Rewrite README.md with current architecture, features and stack
- Update docs/API.md with all current endpoints (corporate, BI, client 360)
- Update docs/ARCHITECTURE.md with cache, modular queries, services, ETL
- Update docs/GUIA-USUARIO.md for all roles (admin, corporate, agente)
- Add docs/INDEX.md documentation index
- Add PROJETO.md comprehensive project reference
- Add BI-CCC-Implementation-Guide.md
- Include AI agent configs (.claude, .agents, .gemini, _bmad)
- Add netbird VPN configuration
- Add status report

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
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2026-03-19 13:29:03 -04:00
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---
name: 'step-06-review'
description: 'Review all generated images as a cohesive set for brand consistency and quality'
workflowFile: '../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)
### 1. Present Image Gallery
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](#9-present-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.