{
  "video_id": "85dc2c8d361b8407",
  "channel": "simonwillison-net-atom-everything",
  "title": "Have your agent record video demos of its work with shot-scraper video",
  "scores": {
    "depth": 2,
    "novelty": 2,
    "aria_relevance": 3,
    "production_ready": 3
  },
  "junk_penalty": 0,
  "avg_score": 2.5,
  "effective_score": 2.5,
  "verdict": "promote",
  "one_line_reason": "Praktisches Agent-Engineering-Pattern (LLM-gestützte Feature-Entwicklung via --help-basierte Prompts) mit vollständigem, reproduzierbarem Code-Setup und klarer Architektur-Lektion für Multi-Agent-Systeme.",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.003285,
  "triaged_at": "2026-07-01T03:00:45.796674+00:00"
}