Skip to main content
Glama

it_ops_software_engineering_loop

Destructive

Run an IT operations software engineering loop: submit a free-text objective and optional structured inputs to execute through the domain-agent dispatcher under your JWT, tenant, and company scope.

Instructions

Run the it_ops domain agent action software_engineering_loop.

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.

  1. First observedv0.1.0

TDQS

B3.4/5.0
Behavior3/5

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

The description discloses that the tool routes through the platform's domain-agent dispatcher under JWT, tenant, and company scope, which is useful context. Annotations already provide destructiveHint=true and readOnlyHint=false; the description does not contradict them but also does not explain side effects or execution duration beyond what annotations imply.

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 compact and well-structured: a one-line purpose statement, one sentence of routing context, and a brief args list. Every sentence earns its place, and the key information is front-loaded.

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?

For a two-parameter router with an output schema, the mechanical invocation details are present. However, the definition omits a plain-language explanation of what the software engineering loop does and does not help the agent distinguish it from the many similarly named siblings, leaving a significant selection gap.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 0%, but the description compensates by explaining both parameters: 'message: Free-text objective for the action' and 'inputs: Optional JSON string of structured inputs for the action.' This clarifies the role and optionality of each parameter, though it stops short of examples or expected keys for inputs.

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 names a specific verb and resource: 'Run the it_ops domain agent action `software_engineering_loop`' and adds routing scope. It is clear about what to invoke, but it does not explain what the software engineering loop actually accomplishes, so it only partially differentiates from sibling loop/delivery tools.

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?

No guidance is given on when to use this tool versus alternatives such as software_delivery_loop, it_ops_autonomous_delivery_loop, or engineering_design_loop. The description only explains routing and parameter roles, not selection criteria or exclusions.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

Deploy Server

Other Tools