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Yuchi-Wang02

CSM Copilot

by Yuchi-Wang02
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Python
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    Deploy Server
    One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

    TDQS

    A3.6/5.0

    Scored across 8 tools

    Disambiguation4/5

    Each tool targets a distinct stage of the CSM workflow (list, context, readiness, triage, draft, validate, digest). The only mild overlap is between draft_ticket and draft_followup, but their descriptions clearly separate technical handoff from bilingual follow-up templates.

    Naming Consistency4/5

    Seven of eight tools follow a clean verb_noun pattern (list_accounts, get_account_context, check_readiness, triage_issue, draft_ticket, draft_followup, validate_draft). friction_digest breaks the pattern as a noun_noun name, a minor deviation but still readable.

    Tool Count5/5

    Eight tools is well-scoped for a customer-success copilot, covering listing, diagnosis, drafting, validation and aggregation without redundancy. Each tool earns its place in a coherent pipeline.

    Completeness4/5

    The surface covers the read/diagnose/draft/validate lifecycle for account management well. Gaps are intentional (no submit/send, no contact-history update), but there is no way to mutate records, which could limit some workflows.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues

    Resources