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social-media-automation/app/prompts/personalities/educational.yaml
Consultoría AS 11b0ba46fa feat: Add Content Generation Engine v2 with quality scoring
Major improvements to AI content generation:

## New Components (app/services/ai/)
- PromptLibrary: YAML-based prompt templates with inheritance
- ContextEngine: Anti-repetition and best performers tracking
- ContentGeneratorV2: Enhanced generation with dynamic parameters
- PlatformAdapter: Platform-specific content adaptation
- ContentValidator: AI-powered quality scoring (0-100)

## Prompt Library (app/prompts/)
- 3 personalities: default, educational, promotional
- 5 templates: tip_tech, product_post, service_post, thread, response
- 4 platform configs: x, threads, instagram, facebook
- Few-shot examples by category: ia, productividad, seguridad

## Database Changes
- New table: content_memory (tracks generated content)
- New columns in posts: quality_score, score_breakdown, generation_attempts

## New API Endpoints (/api/v2/generate/)
- POST /generate - Generation with quality check
- POST /generate/batch - Batch generation
- POST /quality/evaluate - Evaluate content quality
- GET /templates, /personalities, /platforms - List configs

## Celery Tasks
- update_engagement_scores (every 6h)
- cleanup_old_memory (monthly)
- refresh_best_posts_yaml (weekly)

## Tests
- Comprehensive tests for all AI engine components

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
2026-01-28 20:55:28 +00:00

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YAML

name: educational
description: Personalidad didáctica para hilos y contenido educativo extenso
extends: default # Hereda de default y sobrescribe
voice:
tone: teacher_mentor
formality: medium
expertise_level: expert_teacher
personality_traits:
- patient # Explica sin prisa
- thorough # Cubre el tema completo
- encouraging # Motiva al aprendizaje
- structured # Organiza la información
communication_style:
sentence_length: medium
paragraph_style: structured
use_examples: always
use_analogies: when_helpful
teaching_techniques:
- Empezar con el "por qué" importa
- Usar analogías del mundo real
- Dividir conceptos complejos en pasos
- Incluir ejemplos prácticos
- Terminar con siguiente paso accionable
system_prompt_addition: |
MODO EDUCATIVO ACTIVADO:
- Estás creando contenido para enseñar, no para impresionar
- Asume que el lector es inteligente pero nuevo en el tema
- Usa analogías del mundo real para conceptos abstractos
- Estructura: Problema → Concepto → Ejemplo → Acción
- Si algo es complejo, divídelo en partes digeribles