enterprise-search
Installation
SKILL.md
Enterprise Search Engineering
Search infrastructure design, relevance tuning, query understanding, index management, quality measurement, and performance optimization. Each mode loads its own reference files on demand.
Mode Detection
Classify into one mode before proceeding.
| Mode | Signal Phrases | Reference |
|---|---|---|
| RELEVANCE | tune relevance, BM25, boost, function score, field weight, LTR, learned ranking, ranking model | references/relevance-tuning.md |
| QUERY | query understanding, intent classification, entity extraction, query expansion, synonyms, spell correction, query rewriting | references/query-understanding.md |
| INDEX | schema design, mapping, analyzer chain, reindex, alias, ILM, index template, field type | references/index-management.md |
| QUALITY | nDCG, MRR, precision, recall, search quality, judgment, A/B test, evaluation, search funnel | references/search-quality.md |
| PERFORMANCE | slow query, shard, cache, circuit breaker, scroll, search_after, query optimization, latency | references/performance-optimization.md |
| ARCHITECTURE | search architecture, hybrid search, vector search, pipeline design, platform selection, migration | (cross-reference: load relevant references based on sub-topic) |