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it_ops_autonomous_delivery_loop

Destructive

Run the autonomous delivery loop for IT operations to automate recurring deployment and configuration tasks, reducing manual intervention through continuous execution.

Instructions

Run the it_ops domain agent action autonomous_delivery_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

C2.9/5.0
Behavior3/5

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

Annotations already declare destructiveHint=true, readOnlyHint=false, openWorldHint=true, and idempotentHint=false, so the safety profile is covered. The description adds routing/auth scoping (JWT, tenant, company), but never discloses what the autonomous delivery loop actually does, what it changes or delivers, how long it runs, or whether it spawns asynchronous work — significant for a destructive autonomous operation. No contradiction with annotations.

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 short and front-loaded: purpose in sentence one, routing context in sentence two, then a compact args list. It avoids bloat, though the routing sentence could arguably be trimmed without losing value.

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?

For a potentially destructive, non-idempotent autonomous loop with no required parameters, the description is materially incomplete. An agent cannot determine what the loop will do to the environment, what structured inputs it expects, when to prefer it over sibling delivery/loop tools, or how long the operation may take. The output schema relieves return-value documentation, but the behavioral and selection gaps remain.

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

Parameters2/5

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

Schema description coverage is 0%, so the description carries the full burden. It offers only thin glosses: 'Free-text objective for the action' for message and 'Optional JSON string of structured inputs' for inputs. It does not specify the expected content or format of the objective, what keys/structures the inputs JSON accepts, or provide any example — insufficient for a wrapper tool with fully undocumented parameters.

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 ('Run') and resource (the it_ops domain agent action `autonomous_delivery_loop`), and adds that it routes through the platform's domain-agent dispatcher. It is not a mere tautology, but it fails to differentiate itself from nearby siblings like `dispatch_domain_agent` (the generic dispatcher) or `software_delivery_loop`.

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 invoke this tool versus alternatives such as `dispatch_domain_agent`, `it_ops_software_engineering_loop`, or `it_ops_autonomous_it_consultancy`. The routing/scope sentence describes mechanics, not selection criteria, and no exclusions or when-not-to-use cases are stated.

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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