{
  "video_id": "2606.02302",
  "channel": "cs.AI",
  "title": "SeClaw: Spec-Driven Security Task Synthesis for Evaluating Autonomous Agents",
  "scores": {
    "depth": 2,
    "novelty": 2,
    "aria_relevance": 3,
    "production_ready": 2
  },
  "avg_score": 2.25,
  "verdict": "promote",
  "one_line_reason": "Spec-driven security eval framework direkt relevant fuer Aria Multi-Agent-Sicherheit und Eval-Setup; systematische Task-Synthese + trajectory-aware Assessment adressiert kritische Agent-Observability-Luecke",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.001352,
  "triaged_at": "2026-06-02T15:00:13.670110+00:00"
}