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workflow_step_define

Register custom workflow step functions from Python source code. Define a function with signature def step(value, ctx) to process data within an AI agent's workflow.

Instructions

[workflow] Register custom step function from Python source. Must define def step(value, ctx): ....

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
nameYes
sourceYes

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes
Behavior2/5

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

No annotations provided, so description carries full burden. It discloses the required signature but lacks details on side effects, permissions, or state changes. Minimal behavioral disclosure.

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. Every word adds value.

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

Completeness4/5

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

Simple tool with output schema (presumably documenting return). Description covers essential purpose and constraint (function signature) adequately for its complexity.

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 0%, but description implies source is Python code and name is identifier. Does not explicitly detail each parameter beyond context.

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?

Clearly states 'Register custom step function from Python source' and specifies required function signature. Distinguishes from sibling tools like workflow_workflow_define and batch_fn_define.

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?

Mentions the required function signature but lacks guidance on when to use this tool versus alternatives, e.g., batch_fn_define or other workflow 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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