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Get outputs

get_outputs
Read-only

Retrieve values for specified outputs from a completed pyCycle run session, with an option to allow missing outputs.

Instructions

Fetch values for one or more outputs after a run.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
namesYes
session_idYes
allow_missingNo

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
errorNo
valuesNo
missingNo
Behavior3/5

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

With readOnlyHint annotation already indicating a safe read operation, the description adds the useful context that outputs become available only after a run. It does not disclose behavior around missing outputs or the allow_missing parameter, so transparency is moderate.

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, front-loaded sentence with no redundant information. Every word serves a purpose, making it optimally concise.

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?

The tool is simple and an output schema exists, reducing the need to describe return values. However, the description omits details about allow_missing and assumes understanding of session_id, making it adequate but not fully complete.

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 0%, so the description must compensate for explaining parameters. It only implies that 'names' refers to output names and does not explain session_id or allow_missing, leaving significant gaps for the agent.

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 action (fetch), resource (outputs), and timing (after a run). This differentiates it from siblings like set_inputs and get_cycle_summary, making its purpose unambiguous.

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

Usage Guidelines4/5

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

The phrase 'after a run' provides clear temporal context for when to use the tool. However, it does not explicitly mention alternatives or when not to use it, so it falls short of a 5.

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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