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retrieval_quality_stats

Analyze retrieval quality statistics to identify high-value and low-utility memories by showing which memories are frequently retrieved and used.

Instructions

Get retrieval quality statistics.

Shows which memories are frequently retrieved and actually used. Helps identify high-value and low-utility memories.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
daysNoHow many days back to analyze (default 30)
memory_idNoGet stats for specific memory (None for global)

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Behavior4/5

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

No annotations provided, but the description uses non-destructive verbs ('Get', 'Shows') and indicates it's an analytical read-only operation, which is transparent enough for a stats tool.

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?

Three concise sentences front-loading the main action and adding value with no fluff.

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?

Given the tool has an output schema and only two parameters, the description is sufficiently complete, covering purpose and value without needing to detail output format.

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% with clear parameter descriptions, so baseline 3. The description adds no additional parameter semantics beyond the schema.

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

Purpose5/5

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

Clearly states 'Get retrieval quality statistics' and explains that it shows which memories are frequently retrieved and used, distinguishing it from siblings like memory_stats or access_patterns.

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?

The description implies usage for evaluating memory retrieval quality but does not explicitly state when to use vs. alternatives or when not to use.

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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