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get_job_duration_distribution

Retrieve job duration distribution with percentile breakdowns (P50/P90/P95/P99/Max) and histogram to pinpoint slow jobs and outliers.

Instructions

Get job duration distribution with percentile breakdowns (P50/P90/P95/P99/Max). Shows histogram of how long jobs take and identifies outliers.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
end_dateNoEnd date (YYYY-MM-DD). Defaults to today.
start_dateNoStart date (YYYY-MM-DD). Defaults to 7 days ago.
bucket_countNoNumber of histogram buckets. Defaults to 50.
Behavior2/5

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

No annotations are provided, so the description carries the full burden. It mentions showing a histogram and identifying outliers but lacks details about data range limits, performance, caching behavior, or how outliers are defined. The behavioral transparency is insufficient for a tool with no annotations.

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?

Two concise sentences with no fluff. The description is front-loaded with the most important information and efficiently communicates the tool's purpose.

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?

While the description explains the purpose and outputs (percentiles, histogram, outliers), it lacks details on the return format or structure of the histogram. Without an output schema, the description should provide more clarity on what the response looks like. It is partially complete but insufficient for 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 coverage is 100% (all three parameters have descriptions). The description adds context about percentiles and histogram but does not provide additional semantics for the parameters beyond what the schema already states. Baseline 3 is appropriate.

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 verb 'Get' and the resource 'job duration distribution', specifies percentile breakdowns (P50/P90/P95/P99/Max), and mentions histogram and outlier identification, which distinguishes it from sibling tools like 'get_job' or 'get_jobs_daily'.

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

Usage Guidelines3/5

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

The description implies usage for analyzing job durations and outliers but does not explicitly state when to use this tool versus alternatives or provide exclusions. No guidance on prerequisites or context.

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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