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u9401066

asset-aware-mcp

by u9401066

etl_profile

Manages consolidated ETL profiles for extracting and processing data from PDF assets. Supports operations with configurable parameters for document identification and sampling.

Instructions

Consolidated ETL profile entrypoint.

Existing profile tools stay registered for backwards compatibility.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
opYes
nameNo
json_pathNo
pdf_pathNo
doc_idNo
sample_textNo
sample_pagesNo
activateNo
Behavior1/5

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

With no annotations, the description must disclose behavior but provides nothing—no side effects, permissions, or outcomes. 'Entrypoint' is too abstract.

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

Conciseness2/5

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

Extremely brief but fails to convey meaning; under-specification rather than conciseness. Benefits of brevity lost due to lack of substance.

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

Completeness1/5

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

Given 8 parameters, no output schema, and no annotations, the description is wholly insufficient for an agent to use the tool correctly.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters1/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

0% schema description coverage and the description adds no parameter explanation. The critical 'op' parameter is required but not described.

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

Purpose2/5

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

Description states 'Consolidated ETL profile entrypoint' which is vague and does not specify what operations are performed. The term 'ETL profile' is undefined, and the tool's function relative to its name and siblings is unclear.

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 over siblings. The only hint is 'Existing profile tools stay registered for backwards compatibility,' implying it may supersede some, but no explicit when-to-use 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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