logic-hunterHard-core logic verification and evidence tracing tool based on the "Golden Triangle" knowledge mining framework
Install via ClawdBot CLI:
clawdbot install ken0122/logic-hunterGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Calls external URL not in known-safe list
https://docs.openclaw.ai/Uses known external API (expected, informational)
arxiv.orgAudited Apr 17, 2026 · audit v1.0
Generated Mar 20, 2026
Researchers use Logic Hunter to verify claims in scientific papers by cross-referencing primary sources like peer-reviewed journals and original datasets, ensuring conclusions are evidence-based and not reliant on tertiary interpretations.
Investment analysts apply the skill to assess the credibility of market predictions or company reports, tracing evidence back to primary financial documents and identifying biases in secondary analyses to mitigate investment risks.
News organizations employ Logic Hunter to verify claims in articles by retrieving primary sources such as official statements or data, scoring evidence weight, and exposing logical vulnerabilities to maintain reporting integrity.
Legal professionals use the tool to evaluate the strength of evidence in cases, classifying sources by reliability and applying red team challenges to uncover weaknesses in arguments before court proceedings.
Businesses leverage Logic Hunter to verify claims about competitors or market trends, analyzing primary industry reports and identifying entropy factors like stakeholder bias to support strategic decisions.
Offer Logic Hunter as a cloud-based service with tiered pricing based on usage volume, targeting enterprises and researchers who need ongoing access to logic verification tools for regular analysis tasks.
Provide custom integration of Logic Hunter into existing workflows for clients in finance or legal sectors, including training and support, to enhance their internal verification processes and decision-making accuracy.
License the logic engine and search tools as APIs for developers to embed in third-party applications, such as research platforms or content management systems, enabling scalable logic analysis across industries.
💬 Integration Tip
Integrate Logic Hunter by first defining clear trigger conditions in user workflows, then automating source classification and confidence scoring to streamline evidence-based decision-making.
Scored Apr 19, 2026
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