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precision-oncology-agent
维护者 FreedomIntelligence · 最近更新 2026年4月1日
Precision oncology: tumor molecular profiling → actionable alterations → treatment recommendations.
原始来源
FreedomIntelligence/OpenClaw-Medical-Skills
https://github.com/FreedomIntelligence/OpenClaw-Medical-Skills/tree/main/skills/precision-oncology-agent
- 维护者
- FreedomIntelligence
- 许可
- MIT
- 最近更新
- 2026年4月1日
技能摘要
来自 SKILL.md 的关键信息
核心说明
- description (10-20 chars)：Tumor board copilot。
- keywords：oncology，genomics，OncoKB，therapy-ranking，evidence。
- measurable_outcome：Deliver ranked therapy list ，支持 OncoKB/NCCN citations plus data-gap checklist ，用于 every case within 10 minutes of receiving inputs。
- description (10-20 chars)：Tumor board copilot keywords：oncology，genomics，OncoKB，therapy-ranking，evidence measurable_outcome：Deliver ranked therapy list ，支持 OncoKB/NCCN citations plus data-gap checklist ，用于 every case within 10 minutes of receiving inputs。
- vcf_path (hg38 preferred) plus optional CNV/fusion summaries。
原始文档
SKILL.md 摘录
Outputs
- Ranked treatment options (approved, off-label, clinical trials) with evidence strength + contraindications.
- Variant interpretation table (pathogenicity, tier, therapy linkage).
- Biomarker summary (TMB, MSI, PD-L1 if provided) and missing-test checklist.
Workflow
- Ingest & normalize: Harmonize gene symbols, genome build, and variant effects.
- Annotate: Query OncoKB/NCCN + internal knowledge for actionability tiers.
- Contextualize: Blend pathology + prior therapy info to filter contraindicated options.
- Recommend: Present therapies ordered by evidence + patient fit; cite sources.
- Gaps: Highlight assays or confirmations still required before treatment.
Guardrails
- No autonomous treatment decisions—flag outputs as advisory.
- Cite evidence rigorously (guideline version, publication).
- Highlight resistance mechanisms and prior exposure conflicts.
适用场景
- Use precision-oncology-agent ，用于 clinical，translational，或 medical research tasks。
- Apply precision-oncology-agent when healthcare-specific guidance is required。
不适用场景
- Do not rely on this catalog entry alone ，用于 installation 或 maintenance details。
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