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grahammccain

Chart Library

Decompose Cohort (deprecated → use analyze(metric='decompose'))

decompose
Read-onlyIdempotent

Break down a cohort's forward returns into interpretable slices, revealing historical drivers of chart patterns.

Instructions

[DEPRECATED in v5 — use analyze(metric="decompose", cohort_id=...)]

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
cohort_idYes
horizonNo
max_slicesNo
explainNo

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes
Behavior3/5

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

Annotations already declare readOnly, not destructive, idempotent. The description adds deprecation context but no additional behavioral details. No contradiction.

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 line, perfectly efficient for its purpose of deprecation notification.

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?

For a deprecated tool with a clear alternative, the description is adequate. However, it lacks explanation of what the tool originally did, which could be helpful for understanding the replacement.

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%, and the description adds no information about any of the four parameters. The agent gets only names and types from the schema.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states deprecation and directs to 'analyze(metric="decompose")', implying the purpose of decomposing a cohort. It's explicit enough for an agent to understand the tool's function.

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

Usage Guidelines5/5

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

The description explicitly says 'DEPRECATED' and provides the exact alternative call, giving clear when-not-to-use and alternative tool information.

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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