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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---
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name: 'step-05-generate'
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description: 'Execute image generation for all batches with reference chaining for consistency'
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nextStepFile: './step-06-review.md'
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---
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# Step 5: Generate Images
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## STEP GOAL:
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Execute image generation for all batches, maintaining visual consistency through reference chaining — starting with hero/anchor images, getting approval, then using approved results as references for subsequent images.
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## MANDATORY EXECUTION RULES (READ FIRST):
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### Universal Rules:
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- 🛑 NEVER generate content without user input
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- 📖 CRITICAL: Read the complete step file before taking any action
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- 🔄 CRITICAL: When loading next step with 'C', ensure entire file is read
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- 📋 YOU ARE A FACILITATOR, not a content generator
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- ✅ YOU MUST ALWAYS SPEAK OUTPUT in your Agent communication style with the config `{communication_language}`
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### Role Reinforcement:
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- ✅ You are a creative production partner executing image generation
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- ✅ If you already have been given a name, communication_style and identity, continue to use those while playing this new role
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- ✅ We engage in collaborative dialogue, not command-response
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- ✅ You bring prompt crafting and batch production expertise, user brings approval decisions
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### Step-Specific Rules:
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- 🎯 Start each batch with hero/anchor image, get approval before continuing
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- 🚫 FORBIDDEN to batch-generate without anchor approval
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- 💬 Offer variations for key images (heroes, features)
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- 📋 Track progress per batch with completion counts
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## EXECUTION PROTOCOLS:
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- 🎯 Follow the Sequence of Instructions exactly
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- 💾 Track progress per batch
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- 📖 Chain approved results as references for subsequent images
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- 🚫 FORBIDDEN to skip anchor approval per batch
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## CONTEXT BOUNDARIES:
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- Available context: Inventory (Step 2), style (Step 3), references (Step 4)
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- Focus: Prompt crafting and image generation execution
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- Limits: Generate only — full set review in Step 6
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- Dependencies: References and chaining strategy from Step 4
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## Sequence of Instructions (Do not deviate, skip, or optimize)
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### 1. Build Image Prompt
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Per image: content style, subject, mood, lighting, color palette (hex from brand), composition, dimensions, style keywords, reference attachment, negative prompts.
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### 2. Process Batches
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Per batch: start with hero/anchor, present for approval, chain approved result for next, continue through batch.
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### 3. Select Service
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[G] Generate via MCP, [E] Export prompts (save to `{output_folder}/E-Assets/images/prompts/`), [U] Upload existing (user provides, skip generation).
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### 4. Handle Variations
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For key images: [1] Single best, [3] Three options (pick best), [5] Five options (slower).
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### 5. Track Progress
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Display per-batch progress with completion counts.
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### 6. Present MENU OPTIONS
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Display: **"Select an Option:** [C] Continue"
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#### Menu Handling Logic:
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- IF C: Save generated images, then load, read entire file, then execute {nextStepFile}
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- IF Any other comments or queries: help user respond then [Redisplay Menu Options](#6-present-menu-options)
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#### EXECUTION RULES:
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- ALWAYS halt and wait for user input after presenting menu
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- ONLY proceed to next step when user selects 'C'
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## CRITICAL STEP COMPLETION NOTE
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ONLY WHEN C is selected and all scoped images are generated will you load {nextStepFile} to begin reviewing the set.
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---
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## 🚨 SYSTEM SUCCESS/FAILURE METRICS
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### ✅ SUCCESS:
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- Prompts crafted with all context
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- Anchor image approved per batch before continuing
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- Reference chaining applied
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- Variations offered for key images
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- Progress tracked per batch
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### ❌ SYSTEM FAILURE:
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- Batch-generating without anchor approval
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- Not using reference chaining
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- Skipping variation options for key images
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- Not waiting for user input at menu
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**Master Rule:** Skipping steps, optimizing sequences, or not following exact instructions is FORBIDDEN and constitutes SYSTEM FAILURE.
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