{
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  "channel": "export-arxiv-org-rss-cs-ai",
  "title": "How Do Tool-Augmented LLM Agents Perform on Real-World Energy Analytics Tasks?",
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    "aria_relevance": 3,
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  "effective_score": 2.75,
  "verdict": "promote",
  "one_line_reason": "Rigorous domain-specific agent evaluation (243 expert-curated problems, multi-dimensional metrics) directly addresses Aria's agent-design & eval-infrastructure gaps; reproducible benchmarks & tool-integration patterns highly relevant.",
  "model": "claude-haiku-4-5-20251001",
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  "triaged_at": "2026-06-26T15:02:27.575285+00:00"
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