Viking Search Partial Case Tuning

When to Use

Use this skill when the user provides a small number of concrete bad-case queries, usually 1-50, and asks to "optimize the search results for these queries."

This skill only performs local, highly deterministic, fine-grained operational fixes:

• It does not replace global relevance or recall-parameter tuning.
• It does not change online configuration; it only validates candidates through request-level payloads.
• The final deliverables are a fine-grained operations configuration sheet that can be copied into the console, validated payloads, and a replay script.

Preconditions

• A Viking Search application id is available.
• A dataset id and baseline search scene id are either provided by the user or can be resolved from read-only CLI checks.
• The user has provided 1-50 concrete bad-case queries for the same application.
• vs auth status --json succeeds before any runtime search probe.
• The work can be completed with request-level candidate payloads and offline deliverables only.