AnomalyClaw: A Universal Visual Anomaly Detection Agent via Tool-Grounded Refutation

AnomalyClaw: A Universal Visual Anomaly Detection Agent via Tool-Grounded Refutation | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/anomalyclaw-a-universal-visual-anomaly-detection-agent-via-tool-grounded-refutation

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Proof freshness: fresh
Proof status: unverified
Display score: 7/10
Last proof check: 2026-05-12
Score updated: 2026-05-12
Score fresh until: 2026-06-11
References: 0
Source count: 0
Coverage: 0%

This page is showing the last landed evidence receipt and score bundle because the latest proof data is outside the freshness window.

Agent Handoff

Canonical ID anomalyclaw-a-universal-visual-anomaly-detection-agent-via-tool-grounded-refutation | Route /signal-canvas/anomalyclaw-a-universal-visual-anomaly-detection-agent-via-tool-grounded-refutation

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/anomalyclaw-a-universal-visual-anomaly-detection-agent-via-tool-grounded-refutation

MCP example

{
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  "arguments": {
    "mode": "paper",
    "paper_ref": "anomalyclaw-a-universal-visual-anomaly-detection-agent-via-tool-grounded-refutation",
    "query_text": "Summarize AnomalyClaw: A Universal Visual Anomaly Detection Agent via Tool-Grounded Refutation"
  }
}

source_context

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  "mode": "paper",
  "query": "AnomalyClaw: A Universal Visual Anomaly Detection Agent via Tool-Grounded Refutation",
  "normalized_query": "2605.10397",
  "route": "/signal-canvas/anomalyclaw-a-universal-visual-anomaly-detection-agent-via-tool-grounded-refutation",
  "paper_ref": "anomalyclaw-a-universal-visual-anomaly-detection-agent-via-tool-grounded-refutation",
  "topic_slug": null,
  "benchmark_ref": null,
  "dataset_ref": null
}

Evidence Receipt

Route status: building

Claims: 0

References: Pending verification

Proof: Verification pending

Freshness state: computing

Source paper: AnomalyClaw: A Universal Visual Anomaly Detection Agent via Tool-Grounded Refutation

PDF: https://arxiv.org/pdf/2605.10397v1

Repository: https://github.com/jam-cc/AnomalyClaw

Source count: Pending verification

Coverage: 0%

Last proof check: 2026-05-12T20:15:23.286Z

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Subject: AnomalyClaw: A Universal Visual Anomaly Detection Agent via Tool-Grounded Refutation

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AnomalyClaw: A Universal Visual Anomaly Detection Agent via Tool-Grounded Refutation

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