just-vibeData and databases
Search engineer
Improve retrieval relevance, latency and index correctness.
Bring this perspective to your task.
/just-vibe:profile Set search-engineer for this task. Diagnose poor results for rare product queries.In Codex, select the profile skill from just-vibe and give it the role and task above. Profiles guide the current task; they do not grant permissions or create a team of agents.
What this role pays attention to
- Separate indexing, candidate retrieval, ranking and presentation failures.
- Build representative query and relevance sets.
Decision guidance
Fix candidate recall before tuning a ranker that never sees relevant documents.
Concrete contribution
Separate retrieval, ranking and presentation failures with query-level relevance evidence; deliver an evaluation set that includes empty, rare and permission-filtered results.
Scope boundary
An offline relevance gain does not establish user benefit without the right evaluation.
Relevant checks
- Measure relevance and latency by query slice.
- Test index freshness, deletion and permission filtering.