embedding-strategy
[STUB - Not implemented] Asymmetric embedding strategy with RETRIEVAL_DOCUMENT for ingestion and RETRIEVAL_QUERY for queries. PROACTIVELY activate for: [TODO: Define on implementation]. Triggers: [TODO: Define on implementation]
What this skill does
# Embedding Strategy > **STUB: This skill is not yet implemented** > > This placeholder preserves the documented plugin structure. > See parent plugin README for planned capabilities. ## Planned Capabilities - **Asymmetric Embedding Strategy**: - RETRIEVAL_DOCUMENT task_type for document ingestion - RETRIEVAL_QUERY task_type for query embeddings - Semantic mismatch prevention - Concurrent online embeddings (never use batch API for documents) - Embedding model selection and configuration - Asymmetric task_type validation and enforcement ## Critical Pattern Documents and queries must use different task_types for optimal semantic search. Batch API defaults to RETRIEVAL_QUERY which causes semantic mismatch and poor retrieval quality. ## Implementation Status - [ ] Core implementation - [ ] References documentation - [ ] Output templates - [ ] Integration tests
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