IMPOCOR-AI Nexus

Each tool targets one of three clearly labeled domains (tool descriptions, RAG evidence, structured output), and the free vs. paid split is explicit in most descriptions. The RAG pair (inspect_rag_evidence vs. rag_quality_report) could still be confused because both sound like diagnostic reports, but the descriptions make the distinction workable.

Five of six tools follow a clear snake_case verb_noun pattern (analyze_, inspect_, optimize_, repair_), and the domain prefixes keep the set cohesive. rag_quality_report breaks the pattern by leading with the noun rather than a verb, creating one inconsistency.

Six tools is a well-scoped set for a QA suite spanning three areas, with one free diagnostic and one paid follow-up per area. No tool feels redundant or missing as a category.

Tool-description and structured-output workflows have both a diagnostic and a remediation/plan tool, so those paths are reasonably complete. The RAG evidence path offers only inspection and a paid report, with no repair or optimization tool, leaving that track without a clear remediation step.