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]

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