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FilingLens

by gov-source
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Python
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    TDQS

    B3.3/5.0

    Scored across 7 tools

    Disambiguation4/5

    Each tool targets a distinct step of the filing-analysis workflow (discover company, index, poll, query, exact numbers, compare). The only real overlap is ask_filing vs get_financials, since a numeric question could plausibly route to either, and get_financials vs compare_companies differ mainly by company count.

    Naming Consistency4/5

    Names are uniformly snake_case and mostly follow a verb_noun pattern (list_metrics, index_company, ask_filing, search_company, get_financials, compare_companies). ingest_status is the one mild deviation, being a noun-style status check rather than an explicit verb_object.

    Tool Count5/5

    Seven tools is well-scoped for an SEC-filing analysis server, with each tool owning a clear stage of the workflow (search, index, poll, QA, financials, comparison). No tool feels redundant or superfluous.

    Completeness4/5

    The surface covers the full pipeline: company lookup, indexing, job polling, cited QA, exact financials, metric discovery, and multi-company comparison. Minor gaps remain, such as no way to list already-indexed companies, inspect stored filings, or delete/re-index stale data.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues

    Resources