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commerce_market_observation_ingest

Destructive

Capture market observations via the commerce domain agent by sending a free-text objective and optional structured inputs for analysis under your tenant and company scope.

Instructions

Run the commerce domain agent action market_observation_ingest.

Routes through the platform's domain-agent dispatcher under your JWT, tenant, and company scope.

Args: message: Free-text objective for the action. inputs: Optional JSON string of structured inputs for the action.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
inputsNo{}
messageNo

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observedv0.1.0

TDQS

B3.3/5.0
Behavior3/5

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

The annotations already communicate destructiveHint=true, readOnlyHint=false, and idempotentHint=false, so the safety profile is covered. The description adds useful routing and scoping context (dispatcher, JWT, tenant, company), but it does not disclose what side effects the ingest action actually has or what data it may alter.

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

Conciseness5/5

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

The description is short, front-loaded with the action name, and has a clean Args section. Every sentence contributes either invocation context or parameter semantics, with no filler.

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?

Given that the tool is a simple action-wrapper with only two optional parameters and an output schema present, the description covers the essential invocation mechanics and scope. It is incomplete, however, because it never states the actual purpose or effect of the ingest action, which matters for a tool annotated as destructive.

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 description coverage is 0%, so the description must compensate; it does add meaning by defining `message` as a free-text objective and `inputs` as an optional JSON string. However, it provides no examples, expected keys, or format guidance for the JSON inputs, leaving the agent with only a shallow understanding of how to construct valid arguments.

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 identifies a specific action to invoke (`market_observation_ingest`) and clarifies it is a commerce domain agent action, which is more than a tautology. However, it does not explain what ingesting a market observation accomplishes or how it differs from the closely named sibling `commerce_market_observation_query`.

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

Usage Guidelines2/5

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

There is no guidance on when to use this tool versus alternatives, no exclusions, and no mention of prerequisites beyond the generic JWT/tenant/company scope. The description states how routing happens but not when the agent should choose this tool over related commerce tools.

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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