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health-check-auditor

Diagnose anti-fraud RAG system health across API, database, and embedding services.

3|1|Updated Apr 10, 2026
Search Tags:#monitoring#audit#rag#diagnostics#health#system
One-click install
npx skills add https://github.com/Gzmomo001/antichet_RAG --skill health-check-auditor
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: health-check-auditor
Source: https://github.com/Gzmomo001/antichet_RAG/tree/main/.claude/skills/health-check-auditor
Command: npx skills add https://github.com/Gzmomo001/antichet_RAG --skill health-check-auditor

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Diagnoses the health of the anti-fraud RAG system by running a comprehensive set of checks across API, database, embedding service, and environment to produce a diagnostic report and actionable guidance.

Core Features & Use Cases

  • System health matrix checks (API, DB, pgvector, tables, embedding service)
  • Generate diagnostic health report with statuses
  • Guidance on remediation and configuration validation Use cases include onboarding new deployments, routine health audits, and pre-release checks.

Quick Start

Run a full health audit to generate a diagnostic report for the current deployment.

Frequently Asked Questions about health-check-auditor

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I run a health audit on an anti-fraud RAG system?▼

Run a health audit to validate API endpoints, database connectivity, pgvector extension status, table presence, and embedding service availability, producing a structured diagnostic report for the deployment.

What does a RAG system diagnostic check include for database connectivity?▼

A RAG system diagnostic checks database connectivity by validating pg_isready, confirming the pgvector extension status, and verifying required table presence to ensure the vector database is operational.

Can I validate environment configurations across staging and production deployments?▼

Yes, environment validation runs across staging and production deployments, checking API health, database connectivity, and embedding service availability to produce environment-specific diagnostic summaries.

When do I need to run a health diagnostic for a RAG deployment?▼

You need to run a health diagnostic when onboarding new deployments, conducting routine health audits, and performing pre-release checks to verify API, database, and embedding service integrity.

Does the health check verify embedding service availability for the RAG system?▼

Yes, the health check validates embedding service availability as part of its comprehensive system matrix, ensuring the RAG system can properly process and generate vector embeddings.

What is the best way to diagnose API health issues in a RAG system?▼

The best way to diagnose API health issues is by running a comprehensive audit that validates health endpoints, checks database connectivity, and produces a structured diagnostic report with actionable remediation guidance.

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