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x402-moving-sum

Moving Sum: Sum of moving.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
valuesNoValues to process
windowNoWindow to process

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed2 schema fields changed
    • addedInput schema / properties / values
      Added value: +{
      +  "description": "Values to process",
      +  "type": "string"
      +}
    • addedInput schema / properties / window
      Added value: +{
      +  "description": "Window to process",
      +  "type": "string"
      +}
  2. First observed

TDQS

D1.7/5.0
Behavior1/5

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

No annotations are provided, so the description carries the full burden of behavioral disclosure, and it discloses nothing: not the output shape (array vs scalar), not edge handling (short series, window larger than input), not the return type. The terse phrase adds no behavioral context whatsoever.

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?

It is short but not concise in the useful sense: the single sentence is circular ("Sum of moving") and front-loads a restatement of the title rather than a definition. Brevity here comes from under-specification, not from efficient communication.

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?

With no annotations, no output schema, and a circular description, an agent has essentially nothing to work with beyond the parameter names. For a numeric transform tool in a huge tool catalog, the definition is inadequate for correct, confident invocation.

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%, and both parameters (values, window) are documented in the schema, so the baseline is 3. The description does nothing to add meaning beyond the schema, but per the rubric a fully-covered schema justifies the baseline rather than a penalty.

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?

"Moving Sum: Sum of moving" is essentially a tautology that restates the name. It does gesture at the right statistical concept (a rolling/moving sum over a series), so it's not wholly misleading, but it never states the operation in a way that distinguishes it from siblings like x402-moving-average, x402-cumulative-sum, or x402-rolling-max.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines1/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

There is no when-to-use guidance, no mention of alternatives (moving-average, cumulative-sum, rolling-min/max), and no conditions under which this tool is preferable. The description provides zero routing information in a catalog of thousands of tools.

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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