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Physical Capability Cloud

pcc_training_manifest_get

Read-only

Fetch the TrainingManifest for a model IP. Returns the parsed datasets array + manifestHash + createdAt, or 404 if no manifest has been set.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
modelIpIdYesStory IP Asset ID for the model

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.6/5.0
Behavior3/5

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

Annotations already declare readOnlyHint=true and destructiveHint=false, so safety is covered. The description adds useful non-obvious behavior: the 404 failure mode when no manifest exists. It does not cover auth requirements beyond that.

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?

A single tight sentence front-loads the verb+resource, then enumerates the return payload and the 404 branch. Every clause earns its place with zero waste.

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 simple single-param read tool with annotations and no output schema, the description covers purpose, return shape, and the key failure mode. It is largely complete, though it omits auth/pagination context and 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 description coverage is 100% (modelIpId is documented as 'Story IP Asset ID for the model'), so the schema carries the parameter burden. The description adds no syntax or format detail beyond the schema. Baseline 3 applies.

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?

States a specific verb ('Fetch') and resource ('TrainingManifest for a model IP'), which is clear. It does not explicitly differentiate from its obvious sibling pcc_training_manifest_set, though the get/set pairing is fairly self-evident.

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 (retrieve a manifest that has been set) but there is no explicit when-to-use guidance or naming of alternatives. The pairing with pcc_training_manifest_set is left for the agent to infer.

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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