Viking Search Tuning for Specified Policy Directions (vs-search-tuning-specify-policy-direction)

When to Use

Use this Skill when the user provides specific queries or a type of query, and explicitly specifies an "optimization policy direction" such as boosting the weight of a product type, increasing exposure for seasonal products, or fixing a class of bad cases.

Difference from global vs-search-tuning:

• This Skill does not modify primary recall parameters.
• This Skill does not create, modify, or derive scenes.
• This Skill validates and recommends strategies only through request-parameter passthrough, within the scope of the 8 business intervention methods.
• It is suitable for small-scale targeted tuning with a clear direction; it is not suitable for global similarity-recall strategy search.

Mode selection:

• If the user provides specific queries or bad cases: use Mode A.
• If the user only provides a policy direction and no specific queries: use Mode B. The Agent synthesizes 50 dataset-related queries.

Preconditions