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pearllllllll

Husky Home Finder MCP Server

by pearllllllll

summarize_batch

Aggregate and summarize submissions for a single form type while preserving individual privacy.

Instructions

Create a privacy-preserving aggregate summary for a single form type.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
formYes
Behavior2/5

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

No annotations are provided, so the description bears full responsibility. It mentions 'privacy-preserving' but does not disclose whether the tool reads or mutates data, or any permission or rate limit considerations.

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 a single sentence that is succinct and front-loaded, conveying the essential purpose without extraneous words.

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 the tool's simplicity (1 parameter, no output schema), the description is adequate but does not explain what 'aggregate summary' means or what the return format is. It lacks completeness but is minimally viable.

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?

The description echoes the parameter by mentioning 'single form type', but adds no additional meaning beyond the schema-provided enum. With 0% schema coverage, the description does not compensate, though the single parameter is self-explanatory.

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?

The description clearly states the tool creates a privacy-preserving aggregate summary for a single form type, using a specific verb and resource. It effectively distinguishes from siblings like classify_submission, dedupe_check, and extract_fields, which have different purposes.

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. The description does not specify context, exclusions, or prerequisites for usage.

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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