OpenSkillIndex← back to search
claude-code

Claude-skill-registry embedding-strategy

install
source · Clone the upstream repo
git clone https://github.com/majiayu000/claude-skill-registry
Claude Code · Install into ~/.claude/skills/
T=$(mktemp -d) && git clone --depth=1 https://github.com/majiayu000/claude-skill-registry "$T" && mkdir -p ~/.claude/skills && cp -r "$T/skills/data/embedding-strategy" ~/.claude/skills/majiayu000-claude-skill-registry-embedding-strategy && rm -rf "$T"
manifest: skills/data/embedding-strategy/SKILL.md
source content

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