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flin-agency

flin-shopify-analytics-mcp

by flin-agency

shopify_sales_timeseries

Retrieve sales time series grouped by day, week, or month to analyze trends and compare with previous periods.

Instructions

Sales time series grouped by day, week, or month.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
dateFromYes
dateToYes
queryNo
limitNo
intervalNoday
comparePreviousPeriodNo
Behavior2/5

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

With no annotations, the description should disclose behavioral traits like read-only nature, data scope, or performance considerations. It only states the grouping interval, missing critical context.

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 (6 words), which is concise but lacks structure. It earns its place as a minimal statement but omits necessary details.

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?

For a tool with 6 parameters, no output schema, and no annotations, the description is severely inadequate. It fails to explain what the time series contains (e.g., revenue, count), optional parameters, or output format.

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?

Schema description coverage is 0%, and the description adds no meaning to any of the six parameters. The mention of grouping intervals hints at the 'interval' parameter but does not explicitly inform about dateFrom, dateTo, query, limit, or comparePreviousPeriod.

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 provides a sales time series grouped by day, week, or month, distinguishing it from sibling tools that focus on specific aspects like attribution or discounts.

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 such as shopify_sales_overview or shopify_sales_by_source; the description merely implies usage for time-based grouping.

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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