Agent skill

conscience/embedding-backend-selector

Choose the best embedding backend (OpenVINO NPU → Ollama embeddings → sentence-transformers CPU) and fall back gracefully with logging. Use when embedding reliability matters.

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Install this agent skill to your Project

npx add-skill https://github.com/majiayu000/claude-skill-registry/tree/main/skills/devops/conscienceembedding-backend-selector-cloudhabil-agi-server

SKILL.md

Embedding Backend Selector

Capabilities

  • assess_backends: probe availability/latency of NPU, Ollama embeddings, sentence-transformers.
  • select_backend: choose best available backend per policy.
  • fallback_on_error: switch to next backend and log the event.

Dependencies

  • embedding-repair
  • reliability-budget (optional SLO tracking)

Inputs

  • policy (preferred order), test text.

Outputs

  • chosen backend info, status, error log if any.

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