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reconcile_time_series

Align multiple time series on a common key, compute differences from the first series, and identify missing keys and outliers.

Instructions

Align several time series on a common key, compute deltas vs the first series, and flag missing keys and outliers.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
onNoKey field to align ondate
seriesYes
value_fieldNovalue
Behavior2/5

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

No annotations are provided, so the description must carry the burden of behavioral disclosure. It mentions deltas and flagging but omits critical traits such as whether the tool is read-only, required permissions, rate limits, or what happens to missing keys (e.g., error vs. skip).

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is a single, well-structured sentence (18 words) that efficiently conveys the core purpose. It is appropriately sized, though a bit more structure (e.g., listing outputs) could enhance scannability.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness2/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

The tool has three parameters, no output schema, and moderate complexity. The description does not explain what the tool returns (e.g., structure of deltas, how outliers are flagged). With no output schema, the description should cover return values but fails to do so.

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 low (33%). The description adds little beyond the schema: it mentions 'common key' (referring to 'on') but does not explain 'series' or 'value_field' in meaningful detail. It fails to compensate for the low coverage.

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 aligns multiple time series on a common key, computes deltas, and flags missing keys/outliers. It specifies the verb (align, compute, flag) and resource (time series), and the action is unique among sibling tools.

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 explicit guidance on when to use this tool versus alternatives. The description implies usage for reconciling time series but does not mention exclusions or alternative tools, leaving the agent without decision support.

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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