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vs-search

Search runtime and scene management: verify queries, inspect scenes, debug app readiness, and diagnose recall or scene-config issues.

skills/vs-search/SKILL.md

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Oct 16, 2026
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Apache-2.0

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# Viking Search

## When to Use

Use this skill for:

- search query verification
- search scene inspection and updates
- online result checks
- recall or ranking issue diagnosis
- separating persistent scene config from request-only runtime parameters
- fine-grained operations / serving-controls updates, including query-specific search rules

If the user wants automated batch evaluation or similarity tuning across many queries and strategies, use `vs-search-tuning` instead.