{
  "video_id": "2607.01874",
  "channel": "cs.CL",
  "title": "SkillCoach: Self-Evolving Rubrics for Evaluating and Enhancing Agentic Skill-Use",
  "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": "Direkt relevant für Aria: Self-Evolving Rubrics als Process-Supervision für Multi-Agent-Skill-Composition; neuartige Lösung für granulare Evaluation jenseits Outcome-Only; starke Reasoning-Architektur ohne Hype-Marker.",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.001823,
  "triaged_at": "2026-07-03T15:00:42.971197+00:00"
}