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autofill_node

Auto-fill a node's operation and/or config using the internal builder's Pass 2/3 engine (goal + upstream-context driven) — offload a hard node instead of hand-authoring every field. mode: 'full' (operation+fields), 'operation', 'fields', or 'single_field' (needs target_field). Saves the result. The node's goal/label guides the fill.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
modeNofull
node_idYes
workflow_idYes
target_fieldNo

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.6/5.0
Behavior2/5

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

Annotations are all false, providing no safety hints, so the description carries the full burden. It discloses that the tool saves the result (mutation) but does not explain side effects like overwriting existing fields, reversibility, or permission requirements. The internal engine is mentioned but not elaborated. For a write operation, this is insufficient transparency.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is compact and front-loaded with the core purpose. It uses a colon to introduce modes and a dash to clarify intent. It avoids redundancy and each sentence adds information, though the mode enumeration could be seen as slightly dense.

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?

With an output schema present, return values need not be explained, but the description does not mention error handling, prerequisites (beyond required params), or what happens if the node is already filled. The goal-driven aspect is mentioned but not elaborated enough to guide selection of modes. Some gaps remain for a mutation tool, but the output schema mitigates missing return 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 coverage is 0%, so the description must explain parameters. It does explain mode and its values, and that single_field requires target_field. However, it does not detail what each mode fills beyond the labels, nor clarify the roles of workflow_id and node_id beyond obvious identification. It adds some meaning but does not fully compensate for the schema's lack of descriptions.

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 (auto-fill) and the resource (a node's operation and/or config), and explains the mechanism (Pass 2/3 engine). It differentiates from sibling tools by being the only one that auto-fills node fields, and it explicitly mentions the offload intent. The modes are listed, giving concrete scope.

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?

It gives context ('offload a hard node instead of hand-authoring every field') and implies when to use it. However, it does not explicitly name alternatives or state when not to use it, such as when manual control is preferred. The goal-driven mention adds context but lacks explicit exclusion criteria.

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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