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Inspect Contact Import

inspect_contact_import

Analyze an existing owner-uploaded NDJSON file or get a reviewed import status. analyze requires listId, storagePath under contact-imports/yourUid, totalContacts and a stable requestId. get requires jobId. Analysis returns new contacts, existing-list duplicates, in-file duplicates and invalid rows before any contact is added. Reuse the same request ID after a lost response. The upload is pinned to its Storage generation. Analysis does not subscribe or message anyone. Workflow guide (MCP resource): socialloop://guides/email-campaigns.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
actionYes
payloadYesAction parameters used by the web workspace: IDs, expectedRevision, draft/definition, cursor, and reviewHash where required. Identity is supplied by the connected account.

Schema Changelog

Changes observed during successful MCP inspections.

  1. Added

TDQS

A4.3/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations declare readOnlyHint=false, which would normally imply mutation; the description usefully clarifies that analysis returns duplicate/invalid rows 'before any contact is added' and 'does not subscribe or message anyone,' plus the generation-pinning and request-ID replay semantics. This adds real context beyond the annotations, though the tension between readOnlyHint=false and the no-write behavior is left implicit.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Front-loads the two actions, then the per-action parameters, then the invariants (requestId reuse, generation pinning, no side effects) and the guide link. Dense but every sentence carries information; the choppy telegraphic style is efficient rather than padded.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a two-action nested-payload tool with no output schema, the description covers both actions, their required inputs, what analysis returns, idempotency, and a workflow guide. Only the relationship to the sibling confirm/import tools is missing.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The schema only exposes a free-form payload object with a vague 50%-coverage description, so the description carries the load by naming the actual per-action parameters (listId, storagePath under contact-imports/yourUid, totalContacts, requestId, jobId). That is meaningful semantics the schema does not provide.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

States specific verbs (analyze, get) on a specific resource (owner-uploaded NDJSON contact import) and its scope, with the second action (get reviewed import status) also named. The phrase 'before any contact is added' separates it from confirm_contact_import and import_contacts_to_list without opening their schemas.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Explicitly routes the two actions: analyze needs listId/storagePath/totalContacts/requestId; get needs jobId. It also gives a recovery rule ('Reuse the same request ID after a lost response') and points to the workflow guide resource. It does not, however, state when to prefer this over confirm_contact_import or import_contacts_to_list.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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