QC a cBioPortal optimization PR by replaying real captured traffic (cbioportalqc) against OLD vs NEW builds to verify response parity and measure memory/latency. Use when asked to QC, verify, benchmark, or "confirm the same result / faster / lighter" for a performance or optimization PR.
Audits all Markdown files in the precision-medicine-mcp repo against six canonical principles: (A) server Python code is the authoritative tool count, (B) server-registry.md is the authoritative server/tool summary, (C) all three patient outcomes (PAT001/PAT002/PAT003) must be represented consistently, (D) no content…
Ensures all development meets clinical compliance and security standards. Focuses on HIPAA-friendly logging, audit trails, risk assessment, and scientific nomenclature.
Expert guide for testing bioinformatics MCP servers. Covers pytest, DRYRUN modes, and PatientOne simulation scenarios.
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originalApache-2.0
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