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savantcat

geo-cn

by savantcat
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Python
Hybrid

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    TDQS

    A4/5.0

    Scored across 7 tools

    Disambiguation4/5

    Each tool targets a distinct stage of GEO analysis: history, diff, signals, audit, fixes, source pool, and scoring. Minor overlap exists—diff_observations and list_signals both surface changes, and plan_fixes can internally run an audit—but descriptions clarify scope (specific identity vs. global signals, assessment vs. remediation).

    Naming Consistency5/5

    All 7 tools follow a consistent snake_case verb_noun/verb_object pattern (query_history, diff_observations, list_signals, audit_cn_citability, plan_fixes, probe_source_pool, score_visibility). No mixed conventions or vague standalone verbs.

    Tool Count5/5

    7 tools is well-scoped for a read-only GEO analytics server. Each tool maps to a clear analytical operation, and there is no redundant or filler tool.

    Completeness4/5

    The surface covers the core read-only lifecycle: query history, compare observations, list signals, audit citability, plan fixes, probe source pools, and score visibility. Minor gap: no explicit tool to discover available identities, series, or kinds before querying, though an agent can work around this via direct queries.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues

    Resources