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-04-references'
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description: 'Attach reference images that guide visual consistency across batch generation'
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nextStepFile: './step-05-generate.md'
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---
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# Step 4: Reference Images
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## STEP GOAL:
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Gather and assign reference images per batch to guide visual consistency, establishing the reference chaining strategy for batch generation.
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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 establishing visual reference strategy
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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 reference strategy expertise, user brings brand imagery
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### Step-Specific Rules:
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- 🎯 Focus ONLY on gathering and assigning reference images
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- 🚫 FORBIDDEN to generate images in this step
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- 💬 Establish the reference chaining strategy for batch consistency
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- 📋 Confirm reference assignment before proceeding
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## EXECUTION PROTOCOLS:
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- 🎯 Follow the Sequence of Instructions exactly
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- 💾 Document reference assignments per batch
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- 📖 Source from brand photography, mood boards, previously approved images, style examples
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- 🚫 FORBIDDEN to proceed without reference strategy defined
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## CONTEXT BOUNDARIES:
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- Available context: Image inventory (Step 2), style configuration (Step 3)
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- Focus: Establishing references for consistent batch generation
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- Limits: Do not generate — just establish references
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- Dependencies: Confirmed style from Step 3
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## Sequence of Instructions (Do not deviate, skip, or optimize)
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### 1. Gather Reference Images
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Sources: brand photography from client, mood board images, previously approved generated images, style examples from content style library.
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### 2. Categorize References
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Document: brand references (count, descriptions), style references (count, descriptions), previous generations (count, approved images from session).
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### 3. Assign Per Batch
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For each batch, assign 1-3 reference images with purpose (mood direction, framing, texture treatment).
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### 4. Define Reference Chaining Strategy
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Within a batch: generate first without reference (or with external reference only), once approved use it as reference for image 2, continue chaining. If an image diverges, regenerate using closest approved match.
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### 5. Confirm References
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Present: external references loaded, batch chaining enabled, fallback strategy.
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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 reference assignments, 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 references are assigned will you load {nextStepFile} to begin generating images.
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---
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## 🚨 SYSTEM SUCCESS/FAILURE METRICS
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### ✅ SUCCESS:
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- Reference images gathered from all sources
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- References assigned per batch
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- Chaining strategy defined
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- Fallback strategy documented
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### ❌ SYSTEM FAILURE:
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- Generating without reference strategy
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- Not assigning references per batch
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- Missing chaining strategy
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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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