praisonai recipe run ai-context-enricher \
  --input '{"articles": [...]}' \
  --json

import sys
sys.path.insert(0, 'agent_recipes/templates/ai-context-enricher')
from tools import enrich_article, add_background, detect_hype

# Enrich single article
enriched = enrich_article(article)

# Add background context
with_background = add_background(article)

# Detect hype level
hype_analysis = detect_hype(article["content"])

{
  "type": "object",
  "properties": {
    "articles": {"type": "array"},
    "include_background": {"type": "boolean", "default": true},
    "include_prior_art": {"type": "boolean", "default": true},
    "include_stakeholders": {"type": "boolean", "default": true},
    "detect_hype": {"type": "boolean", "default": true}
  }
}

{
  "enriched_articles": [
    {
      "title": "...",
      "background": "Historical context...",
      "prior_art": ["Related work 1", "Related work 2"],
      "stakeholders": ["Company A", "Researcher B"],
      "hype_score": 0.7,
      "hype_indicators": ["buzzwords", "unverified claims"]
    }
  ]
}