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Daily Report

report_daily
Read-onlyIdempotent

Generate a daily operational report for a connected store, including orders, revenue, top products, new vs returning customers, low stock alerts, and anomaly count. Requires store ID; date defaults to today.

Instructions

Daily operational report: orders, revenue, top products, new vs returning customers, low stock alerts, and anomaly count.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
store_idYesUUID of a connected store (returned by store_connect with action="connect" or visible in store_connect with action="list" / the store_overview resource)
dateNoCalendar date for the report in YYYY-MM-DD (e.g. "2026-04-25"). Defaults to today (UTC). The report is computed against orders whose created_at falls within that calendar day.
Behavior4/5

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

Annotations already indicate readOnlyHint=true and destructiveHint=false, so the description's detail about report content adds value without contradicting annotations.

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, front-loaded sentence with no extraneous words, efficiently conveying core functionality.

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?

Despite lacking an output schema, the description lists key output fields, providing sufficient context for a daily report tool.

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 description coverage is 100%; the description adds no new parameter semantics beyond summarizing the report content, so baseline 3 applies.

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 produces a daily operational report covering specific metrics (orders, revenue, top products, etc.), distinguishing it from sibling tools like report_weekly.

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 daily reporting but provides no explicit guidance on when to use this tool vs alternatives such as report_weekly or customers_churn.

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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