name: embedding-strategy version: "0.1" description: > [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] core-integration: techniques: primary: ["[TODO]"] secondary: [] contracts: input: "[TODO]" output: "[TODO]" patterns: "[TODO]" rubrics: "[TODO]"

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