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Glama

check_planogram

Detects planogram compliance issues by comparing a shelf image against expected slot regions and order, reporting missing, misplaced, extra, and wrong-order items.

Instructions

Compare the shelf against a planogram spec (list of slots with expected normalized regions + optional order). Lists missing / misplaced / extra / wrong-order deviations.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
paramsYes

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
imageYes
notesNo
annotatedNo
compliantYes
deviationsYes
deviation_countYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observedv0.1.0

TDQS

B3.4/5.0
Behavior3/5

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

With no annotations, the description carries the burden. It accurately describes the read-only comparison and output, but does not mention any side effects, failure modes, or dependence on confidence thresholds, leaving some transparency gaps.

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 concise sentence that packs the essential function and output. No fluff or redundant information.

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 presence of an output schema, the return details are not necessary. However, the description lacks context about input requirements (e.g., how image is provided) and any prerequisites, making it only partially complete for a new agent.

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

Parameters2/5

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

Schema description coverage is 0%. The description only vaguely references 'list of slots' but does not explain parameters like image, conf, iou_threshold, or annotate. It adds minimal value 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?

The description clearly states the tool's action ('Compare the shelf against a planogram spec') and its output (lists deviations: missing, misplaced, extra, wrong-order). It is specific and easily distinguishes it from a generic checker.

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 is provided on when to use this tool versus alternatives like detect_gaps or shelf_report. It only describes the function without context on suitable scenarios or exclusions.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.