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data_pipeline_status

Destructive

Retrieve current pipeline status by sending a free-text message or structured JSON through the Lightbulb platform, returning operational details for monitoring.

Instructions

Run the data domain agent action pipeline_status.

Routes through the platform's domain-agent dispatcher under your JWT, tenant, and company scope.

Args: message: Free-text objective for the action. inputs: Optional JSON string of structured inputs for the action.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
inputsNo{}
messageNo

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes

Schema Changelog

Changes observed during successful MCP inspections. Dates show when Glama detected each change.

  1. Addedv0.1.1

TDQS

C2.4/5.0
Behavior2/5

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

The description only mentions routing through a dispatcher and the auth/scope context, but does not disclose what the underlying action does, any side effects, or potential destructive behavior. Annotations indicate destructiveHint=true, yet the description does not acknowledge this or provide any warning. This lack of behavioral disclosure is a significant gap, especially given the destructive hint.

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 concise and well-structured, with no redundant content. It front-loads the core action and then provides context about routing and parameters. However, the conciseness comes at the cost of clarity, as the key information about what the tool does is missing. Still, it is appropriately sized and not verbose.

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

Completeness2/5

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

The description lacks essential context about the pipeline_status action, including expected outputs, typical use cases, and potential side effects. Even though an output schema exists (not shown), the description does not help an agent understand what kind of result to expect or how to formulate a successful request. The generic 'runs a domain agent action' framing leaves too many unknowns.

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?

The schema provides no descriptions for the parameters, but the description offers minimal explanations: message is a 'free-text objective' and inputs is an 'optional JSON string of structured inputs'. This adds basic meaning but lacks detail on expected formats, constraints, or how these parameters influence the action. Since schema coverage is 0%, the description partially compensates but remains incomplete.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose2/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description states it 'runs the data domain agent action pipeline_status' but does not explain what pipeline_status actually does, making the tool's purpose vague and tautological. The name suggests it relates to pipeline status, but the description provides no concrete verb or resource specification beyond a generic dispatch. This is insufficient for an agent to understand what the tool accomplishes.

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

Usage Guidelines2/5

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

There is no explicit guidance on when to use this tool versus alternative tools or domain-agent actions. The description mentions it routes through a domain-agent dispatcher but does not clarify the conditions that should trigger its use, nor does it indicate any exclusions. An agent would be left guessing when pipeline_status is the appropriate choice.

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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