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Vector Index Health Check

Search & Retrieval · by admin · Apr 20, 2026 · Advanced

Probe a vector index for near-duplicate embeddings, orphaned chunks, and stale source docs — the three silent killers of RAG quality.

Install this skill

A Claude skill is a skill.md file with YAML frontmatter and a markdown body. Drop the file into your tool of choice — or pick a different format if you use Cursor, Windsurf, Copilot, or something else.

Download skill.md
mkdir -p ~/.claude/skills/vector-index-health-check \
  && curl -L https://aidiveforge.com/skill/vector-index-health-check.skill-md \
       -o ~/.claude/skills/vector-index-health-check/skill.md

Save to ~/.claude/skills/vector-index-health-check/skill.md

Recommended Use

Tools and workflow packs this skill pairs well with. Forge picks are auto-generated from category + capability signals; Community picks are added by people who've used the pairing.

No matches yet. Be the first to suggest a pairing, or the Forge will populate suggestions as signals align.