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origin_smooth

Apply data smoothing to Origin worksheets. Specify x and y columns, output sheet, and options to reduce signal noise.

Instructions

Run Origin smoothing.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
worksheetNo
x_colNo
y_colNo
output_sheetNo
optionsNo
include_outputNo
output_max_rowsNo

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Behavior1/5

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

No annotations provided, so description carries full burden. It only says 'smoothing' with no disclosure of behavior such as method, side effects, permissions, or output format.

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?

Single sentence is concise but under-specified. It lacks necessary detail to be useful, missing context for agent decision-making.

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?

Despite having an output schema and 7 parameters, the description provides zero context beyond the name. Completely inadequate for a complex tool.

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%. The description does not mention any of the 7 parameters (worksheet, x_col, y_col, etc.) nor adds meaning beyond the schema.

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 is 'Run Origin smoothing.' It provides a verb and resource but is vague, lacking specifics on smoothing type or differentiation from sibling tools like origin_integrate or origin_differentiate. It does not distinguish the tool's purpose.

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. The sibling list includes many analysis and plotting tools, but the description offers no context or exclusions.

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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