Content Idea Validator

Task

Score ideas on novelty (0-1), platform fit, viability.

Logic

• Novelty: Query persona-voice/memory/past_content_index.json + trends/saturation check
• Platform Fit:
  • TikTok: hook (3s), trend-ready, audio-driven
  • IG: visual quality, 15-90s, editing complexity
  • YT: depth potential, 8-15min, retention structure
• Viability: Check effort (L/M/H), resources, brand_pillars alignment

Output Format

{
  "novelty": 0.75,
  "fit": {
    "tiktok": 0.9,
    "ig": 0.7,
    "yt": 0.5
  },
  "viable": true,
  "rec": [
    "Strong TikTok hook",
    "Add visual B-roll for IG"
  ]
}