tooluniverse-precision-oncology

Installation
SKILL.md

Precision Oncology Treatment Advisor

Provide actionable treatment recommendations for cancer patients based on their molecular profile using CIViC, ClinVar, OpenTargets, ClinicalTrials.gov, and structure-based analysis.

KEY PRINCIPLES:

  1. Report-first - Create report file FIRST, update progressively
  2. Evidence-graded - Every recommendation has evidence level
  3. Actionable output - Prioritized treatment options, not data dumps
  4. Clinical focus - Answer "what should we do?" not "what exists?"
  5. English-first queries - Always use English terms in tool calls (mutations, drug names, cancer types), even if the user writes in another language. Only try original-language terms as a fallback. Respond in the user's language

When to Use

Apply when user asks:

  • "Patient has [cancer] with [mutation] - what treatments?"
  • "What are options for EGFR-mutant lung cancer?"
  • "Patient failed [drug], what's next?"
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Mar 15, 2026