{
  "video_id": "2606.09421",
  "channel": "cs.CL",
  "title": "What Should a Skill Remember? Quality-Cost Trade-offs in Cost-Aware Skill Rewriting for Language Model Agents",
  "scores": {
    "depth": 3,
    "novelty": 3,
    "aria_relevance": 3,
    "production_ready": 2
  },
  "junk_penalty": 0,
  "avg_score": 2.75,
  "effective_score": 2.75,
  "verdict": "promote",
  "one_line_reason": "Rigorose empirische Studie zu Skill-Design als Cost-Optimization-Problem für LLM-Agenten; direkt relevant für Memory-Engineering und Agent-Efficiency, mit reproduzierbarem Framework und quantifizierten Trade-offs.",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.001787,
  "triaged_at": "2026-06-09T15:00:29.116381+00:00"
}