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Apply Variant

apply_variant
Destructive

Apply/deploy a winning variant to replace the original agent prompt content

Input Schema

NameRequiredDescriptionDefault
processIdYesThe optimization process ID
variantIdNoThe variant ID to apply (defaults to leading/winning variant if not specified)
customerIdNo(Converra superadmin only) Target customer ID to act on behalf of

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

B3.3/5.0
Behavior3/5

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

Annotations already declare destructiveHint=true and readOnlyHint=false, so the safety profile is covered. The description usefully adds that the original agent prompt content is replaced, clarifying what is destroyed, but says nothing about reversibility or required permissions despite a rollback_production_test sibling existing.

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?

A single front-loaded sentence that states the action and its effect with no wasted words. The destructive outcome is placed immediately after the verb.

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 destructive mutation with no output schema, the description covers the effect but omits reversibility, permission requirements, and post-apply state. Annotations carry the safety hint, so it is adequate but leaves real gaps for a state-changing operation.

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 100%, so all three parameters are documented in the schema, making the baseline 3. The description only echoes the 'winning variant' defaulting behavior already stated for variantId in the schema and adds no new syntax or ID-format detail.

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 (apply/deploy), resource (variant), and effect (replace the original agent prompt content). This lets an agent distinguish it from validate_variant and get_variant_details, though it does not explicitly name those siblings.

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 when-to-use or when-not-to-use guidance, and no reference to alternatives such as validate_variant or decide_approval. The word 'winning' faintly implies this happens after a variant wins, but the usage context is left to inference.

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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