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Talk

talk

Talk to the ManyLives Brain in plain words: say what you need (no task type or fields needed). The Brain asks only what it must, then screens and lists the job, gathers quotes, recommends one and assigns it when you agree. Pass conversation_id (and the token you got, if you're not a member) to continue.

Input Schema

NameRequiredDescriptionDefault
tokenNoThe conversation token from the first reply (not needed for members).
messageYesWhat you need or want to ask, in plain words.
conversation_idNoContinue an earlier conversation (from the previous reply).

Output Schema

NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed1 schema field changed
    • changedOutput schema / (root)
      Previous value: -nullNew value: +{
      +  "additionalProperties": true,
      +  "type": "object"
      +}
  2. Changed3 schema fields changed
    • addedInput schema / properties / conversation_id / description
      Added value: +"Continue an earlier conversation (from the previous reply)."
    • addedInput schema / properties / message / description
      Added value: +"What you need or want to ask, in plain words."
    • addedInput schema / properties / token / description
      Added value: +"The conversation token from the first reply (not needed for members)."
  3. First observed

TDQS

A3.7/5.0
Behavior4/5

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

With readOnlyHint=false, the mutation nature is declared, and the description adds real context: the Brain 'screens and lists the job, gathers quotes, recommends one and assigns it when you agree', plus an auth detail (token needed only for non-members). This goes well beyond the annotation, though it omits state/reversibility of the assigned job.

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 clause, and the sentence efficiently covers the flow and continuation mechanics. It is slightly dense but every clause carries information, with no wasted filler.

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?

An output schema exists, so return values need not be explained, and the description covers the interaction model and auth needs adequately. For a conversational entry point to a large sibling set, it is nearly complete, only missing explicit sibling routing.

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

Parameters3/5

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

Schema coverage is 100%, so the schema already documents message, conversation_id, and token. The description reinforces usage ('Pass conversation_id ... to continue') and clarifies the token is only for non-members, but adds little beyond what the schema properties already state.

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

Purpose4/5

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

The description states a specific conversational action ('Talk to the ManyLives Brain in plain words') and sketches the orchestration flow (screens, lists the job, gathers quotes, recommends, assigns). It is clearly distinct from structured siblings like create_task or get_quote, though it never names them explicitly to sharpen the contrast.

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?

It implies when to use it ('say what you need, no task type or fields needed') and how to continue a conversation, which suggests it is the free-form alternative to structured tools. But it never explicitly states when NOT to use it or names an alternative tool, leaving the routing 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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