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get_cached

Retrieve a cached Mathematica expression result by its name, avoiding re-execution of previous computations.

Instructions

Retrieve a previously cached expression result.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
nameYes

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes
Behavior2/5

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

No annotations are provided, and the description does not disclose any behavioral traits (e.g., idempotency, safety, side effects, return format). The tool could be a simple read, but there is no confirmation.

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

Conciseness3/5

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

The description is very short at one sentence, which is efficient but lacks necessary details. It is front-loaded but under-specified.

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

Completeness2/5

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

Given the existence of an output schema (indicated by context), the description does not mention what the tool returns. With many sibling tools for caching, more context is needed to differentiate usage.

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?

The single required parameter 'name' is not described. With 0% schema description coverage, the description should explain what 'name' represents (e.g., the cache key). The current phrase 'previously cached expression result' implies a concept but does not tie it to the parameter.

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

Purpose3/5

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

The description states it retrieves a previously cached expression result, which is clear but does not distinguish from siblings like 'list_cache' (which lists cache entries) or 'cache_expression' (which caches). The verb is generic and lacks specificity about what 'name' refers to.

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?

No guidance on when to use this tool versus alternatives (e.g., list_cache to find cache keys, clear_expression_cache to clear). No mention of prerequisites or typical usage context.

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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