{
  "video_id": "d1b8dca628d64b7c",
  "channel": "export-arxiv-org-rss-cs-ai",
  "title": "Context Graphs for Proactive Enterprise Agents",
  "scores": {
    "depth": 3,
    "novelty": 3,
    "aria_relevance": 3,
    "production_ready": 3
  },
  "junk_penalty": 0,
  "avg_score": 3.0,
  "effective_score": 3.0,
  "verdict": "promote",
  "one_line_reason": "Foundational architecture for proactive multi-agent systems with formal graph-based state tracking, complete implementation, strong empirical validation—directly addresses Aria's agent coordination and observability patterns.",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.001706,
  "triaged_at": "2026-07-10T15:02:19.562523+00:00"
}