{
  "video_id": "UztrFXaSWv0",
  "channel": "colemedin",
  "title": "The Creators of Claude Code and OpenClaw don't Prompt Their Agents Anymore?!",
  "scores": {
    "depth": 2,
    "novelty": 1,
    "aria_relevance": 3,
    "production_ready": 2
  },
  "junk_penalty": 1,
  "avg_score": 2.0,
  "effective_score": 1.5,
  "verdict": "summary_only",
  "one_line_reason": "Solid engineering patterns (orchestration, cost-awareness, multi-agent isolation) directly relevant to Aria, but wrapped in clickbait framing; lacks novel research/insights beyond known agentic-loop trade-offs; speaker's own tool (Archon) promotion dilutes objectivity.",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.005582,
  "triaged_at": "2026-06-18T15:00:31.474100+00:00"
}