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vector-db-audit

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Spot gaps in vector coverage quickly.

Data & Analytics#indexing#audit#manifest#coverage#data-quality#vector-db#chromadb
Authorrichfrem
Version1.0.0
Installs0

System Documentation

What problem does it solve?

Audit Vector DB coverage by comparing the live filesystem manifest against the ChromaDB index to identify coverage gaps.

Core Features & Use Cases

  • Gap identification: detect files in the manifest that are missing from the ChromaDB index.
  • Coverage reporting: compute the percentage of project docs vectorized.
  • Ingestion readiness: export missing files to a CSV for targeted ingestion.
  • Dynamic config: reads profile settings to adjust connections and collection parameters.

Quick Start

Run the audit_vector.py script with your chosen profile to generate the vector coverage report and a CSV of missing files.

Dependency Matrix

Required Modules

None required

Components

scripts

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: vector-db-audit
Download link: https://github.com/richfrem/agent-plugins-skills/archive/main.zip#vector-db-audit

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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