Diagnose missing subtitles and ingestion gaps in RAG pipelines.
npx skills add https://github.com/MichaelYagi/mcp_a2a --skill rag-diagnostics
Please help me install this Agent Skill. Skill: rag_diagnostics Source: https://github.com/MichaelYagi/mcp_a2a/tree/main/servers/rag/skills/rag_diagnostics Command: npx skills add https://github.com/MichaelYagi/mcp_a2a --skill rag-diagnostics
This Skill diagnoses gaps in the RAG database by identifying missing subtitles, incomplete ingestion, and other data quality issues in the RAG pipeline.
Use the rag diagnostics tool to scan your RAG database for missing subtitles, incomplete ingestion, and data quality issues.
High-intent search queries and answers about installing and using this skill.
To diagnose missing subtitles in your RAG pipeline, you can scan your RAG data store to identify ingestion failures and surface data quality issues. This process generates a structured diagnostic report highlighting specific gaps for remediation planning.
Incomplete ingestion in a Plex RAG setup occurs when media library workflows fail to fully process and index entries. Running a diagnostic scan identifies these specific ingestion failures and missing data entries across your RAG sources.
Yes, RAG diagnostics applies to media libraries and knowledge bases that rely on Plex ingestion and subtitle workflows. It verifies the completeness of these related ingestion workflows and surfaces any missing subtitles or problematic entries.
Yes, you need the rag_diagnose_tool to be available in your environment to check your RAG data store. The tool performs the diagnostic scan to identify problematic entries and produces a structured report for remediation.
The best way to identify RAG database data quality gaps is to run a diagnostic scan that checks for missing subtitles, incomplete ingestion, and problematic entries. This approach provides actionable diagnostics and remediation recommendations to fix the issues.
Your RAG pipeline returns incomplete data when ingestion workflows fail to process media library sources fully. A diagnostic scan identifies these exact ingestion failures and missing subtitles, producing a structured report to guide your remediation efforts.
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