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Bowieboii

CURRENT•SEA

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    • A
      license
      B
      quality
      D
      maintenance
      Automatically analyzes and optimizes AI prompts by calculating clarity scores, detecting risks, asking clarifying questions, and adding domain-specific requirements to improve AI interaction quality.
      1
      MIT
    • A
      license
      A
      quality
      A
      maintenance
      Enables agents to verify claims against cited evidence, screen content for prompt injection and relevance before reading it, and rank candidates by meaning, all with calibrated probability verdicts.
      10
      758 npm
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    • A
      license
      Not graded
      quality
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      Classifies text into structured semantic units with authority, risk, and attention scores. Enables deterministic preprocessing for AI agents to filter and route content without using an LLM.
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    • A
      license
      Not graded
      quality
      B
      maintenance
      Enables natural language queries to be converted into policy-verified SQL, vector search, and knowledge graph plans, with evidence-backed answers and an audit log.
      1
      Apache 2.0

    TDQS

    A4.3/5.0

    Scored across 1 tool

    Disambiguation5/5

    With only one tool, there is no possibility of confusion or overlap. The single tool's purpose is clearly defined and distinct by default.

    Naming Consistency5/5

    The single tool name 'scan_ambiguity' follows a clear verb_noun convention, which is consistent and predictable. No conflicting naming styles exist.

    Tool Count2/5

    A single tool feels too thin for most server purposes. While the scope is narrow, one tool provides minimal utility and may limit agent flexibility, aligning with the 'too few' criterion.

    Completeness5/5

    For the stated purpose of detecting ambiguous wording, the tool covers the core functionality well. It handles multiple ambiguity types (timing, quantities, references, commitments, standards) with no obvious gaps within that narrow domain.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues