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Call transcript analysis

tradepilot_service_call_transcript_analysis
Destructive

Analyze a phone call transcript: classify the outcome (for example resolved, escalated, no answer, follow-up needed), extract any commitments made by either party, note objections raised, and list clear next steps. Base every finding strictly on what the transcript states -- do not infer intent beyond the words used. Uses buyer-supplied information only; no external research or outbound actions. Returns a draft for human review. Price: 0.25 USD. Payment requires explicit wallet authorization.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
inputYes
result_expiresNo
idempotency_keyNo
result_signatureNo
payment_signatureNo

Schema Changelog

Changes observed during successful MCP inspections.

  1. Added

TDQS

B3.1/5.0
Behavior1/5

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

The description states "Uses buyer-supplied information only; no external research or outbound actions," while the annotations declare openWorldHint=true, meaning the tool may access entities beyond the supplied parameters — a direct contradiction on a core behavioral trait. The description does add valuable side-effect transparency by disclosing the 0.25 USD price, explicit wallet authorization, and draft-for-human-review output, which align with destructiveHint=true and readOnlyHint=false, but the openWorldHint conflict is material and forces the score to 1.

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?

Purpose is front-loaded in the first sentence, and each of the five sentences carries distinct information: output taxonomy, grounding constraint, no-external-actions boundary, deliverable form, and pricing/payment. There is no dead weight; it is only slightly dense.

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

Completeness3/5

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

For a paid tool with side effects and no output schema, the description does well to state the deliverable ("Returns a draft for human review") and the payment requirement, which an agent needs before calling. However, it leaves all parameter semantics undocumented and contains the openWorldHint contradiction, so an agent receives conflicting signals about a key behavioral guarantee.

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

Parameters2/5

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

Schema description coverage is 0%, yet the description never names or explains any of the five parameters. "Phone call transcript" loosely hints at source_text and "buyer-supplied information" hints at brief, but the distinction between brief, audience, and source_text, plus the purpose of result_expires, idempotency_key, result_signature, and payment_signature, is left entirely to inference from names and types. With zero schema coverage, the description was required to compensate and does not.

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?

The description names a specific verb and resource — "Analyze a phone call transcript" — and enumerates concrete output categories (outcome classification, commitments, objections, next steps). This clear taxonomy differentiates it from siblings like sentiment_analysis, document_summary, action_items, and sales_handoff without needing to open 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 Guidelines3/5

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

Usage is implied rather than explicit: when you have a call transcript and want outcome classification, commitments, objections, and next steps. The description adds useful boundaries ("buyer-supplied information only; no external research or outbound actions") that help an agent judge fit, but it never names alternatives or states when not to use this tool, leaving selection among ~120 siblings to inference.

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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