All skills
search-analytics-design
FoundationJIT onlyanalysis-agent/task-agent/review-agent: use for search relevance, freshness, analytical grain, metrics, or rebuilds; skip bounded source queries and operational telemetry.
- Group
- Data & middleware
- Supported roles
- MainAnalysisTaskReview
- Source
- SKILL.md
Use when
Trigger signals that make this skill the right owner
- design search indexing relevance filtering faceting analytical metrics authority freshness and rebuild semantics
Do not use when
Anti-triggers — as binding as the triggers above
- work is limited to a bounded source-store query operational telemetry or unchanged search and analytics semantics
Required inputs
What must be supplied before this skill can decide anything
- current task contract
- selected primary Professional Skill
- task-local trigger evidence
Output contract
What this skill owes the next role
- Search/analytics decision naming authority, ingestion, visibility, freshness, relevance or metric semantics, rebuild/fallback, evidence limits.
Escalation signals
When this skill must hand the decision back
- Source authority visibility freshness replay rebuild grain or evidence ownership remains unresolved
Loaded by
This skill never owns a task. These professionals may pull it in as Layer 3.
Targeted references
Each reference carries its own load condition. None of them enter context by default.
| Reference | Load when | Do not load when | Required by |
|---|---|---|---|
| benchmarks-and-patterns.mdbenchmark-pattern | Authority relevance freshness analytical-grain or cutover mechanisms remain unresolved | Source contract and product consequence select one bounded derived-view design | TaskAnalysisReview |
| checklist.mddecision-checklist | Change affects ingestion identity permissions freshness relevance metrics rebuild fallback or retention | No search index analytical model or derived-view contract changes | TaskAnalysisReview |
| evidence-patterns.mdevidence-pattern | Permission freshness relevance metric reconciliation or cutover claims need current proof | Fresh query sets judgments reconciliations and cutover checks prove each bounded claim | TaskAnalysisReview |