product_agent_run
Run the simple product task-execution helper and return a compact task result.
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| task | Yes | ||
| tools | No | ||
| context | No | ||
| max_steps | No | ||
| output_format | No |
Run the simple product task-execution helper and return a compact task result.
| Name | Required | Description | Default |
|---|---|---|---|
| task | Yes | ||
| tools | No | ||
| context | No | ||
| max_steps | No | ||
| output_format | No |
Changes observed during successful MCP inspections.
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
With no annotations, the description must fully disclose behavior. It fails to mention side effects, idempotency, blocking vs async, authentication needs, or failure modes. Only says it 'runs' and 'returns' a result.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
The description is extremely brief (one sentence) but lacks structure or front-loading of key information. While concise, it omits critical details; better to expand with structured elements.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
Given 5 parameters, nested objects, no output schema, and no annotations, the one-sentence description is grossly inadequate. It does not cover error handling, result format, or the tool's role among many agent run and product tools.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
Schema coverage is 0% (no descriptions in input schema). The description does not explain any of the 5 parameters (task, tools, context, max_steps, output_format). It adds no meaning beyond the schema's property names.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Does the description clearly state what the tool does and how it differs from similar tools?
The description states 'Run the simple product task-execution helper' which is vague; it doesn't specify what kind of task or what the helper does. It fails to distinguish from sibling tools like product_decision, product_forecast, or create_agent_run. The phrase 'compact task result' adds little clarity.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Does the description explain when to use this tool, when not to, or what alternatives exist?
No guidance is provided on when to use this tool versus alternatives like create_agent_run, product_retrieve, or other product tools. Absent any discussion of prerequisites, context, or exclusions.
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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