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Get an aictrl workflow definition

get_workflow
Read-only

Get one published workflow definition, with secret trigger configuration removed.

Input Schema

NameRequiredDescriptionDefault
workflow_idYesWorkflow ID returned by list_workflows.
organization_idYesAICtrl organization ID returned by list_organizations.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.9/5.0
Behavior4/5

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

The annotations already establish that this is a read-only, non-destructive, closed-world operation. The description adds meaningful behavioral context by disclosing that secret trigger configuration is removed from the returned definition, though it does not describe permissions or error behavior for unpublished workflows.

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 efficient sentence with no wasted words. The key operation and the secret-removal caveat are both front-loaded.

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

Completeness5/5

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

For a simple read-only retrieval tool with complete parameter descriptions and clear annotations, the description is sufficient. It explains the core return scope and the important sanitization behavior without needing to restate schema details.

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 description coverage is 100%, and both workflow_id and organization_id are documented in the schema itself. The description adds no additional parameter semantics, so the baseline of 3 is appropriate.

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 states a specific verb and resource: "Get one published workflow definition." It also scopes the result to a single definition and notes that secret trigger configuration is removed, which helps distinguish it from list_workflows and get_workflow_run, though it does not name those siblings explicitly.

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?

Usage is implied by "published workflow definition" and the single-item scope, but the description gives no explicit when-to-use guidance or alternatives. It does not mention list_workflows or get_workflow_run as related tools.

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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