bio-imaging-mass-cytometry-spatial-analysis：Spatial analysis of cell neighborhoods 、 interactions in IMC data。 Covers ne…
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数据与复现
TO
tooluniverse-precision-oncology
维护者 FreedomIntelligence · 最近更新 2026年4月1日
tooluniverse-precision-oncology：提供 actionable treatment recommendations ，用于 cancer patients based on molecular profile。 Interprets tumor mutations，identifies FDA-approved therapies，finds resistance mechanisms，matches clinical trials。 适合在oncologist asks about treatment options ，用于 specific mutations (EGFR，KRAS，BRAF，etc.)，therapy resistance，或 clinical trial eligibility时使用。
原始来源
FreedomIntelligence/OpenClaw-Medical-Skills
https://github.com/FreedomIntelligence/OpenClaw-Medical-Skills/tree/main/skills/tooluniverse-precision-oncology
- 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
- 提供 actionable treatment recommendations ，用于 cancer patients based on their molecular profile ，使用 CIViC，ClinVar，OpenTargets，ClinicalTrials.gov，、 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 user writes in another language. Only try original-language terms as fallback. Respond in user's language。
- Patient ID：[ID] | Date：[Date]。
原始文档
SKILL.md 摘录
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?"
- "Clinical trials for KRAS G12C?"
- "Why isn't [drug] working anymore?"
Phase 0: Tool Verification
CRITICAL: Verify tool parameters before first use.
| Tool | WRONG | CORRECT |
|---|---|---|
civic_get_variant | variant_name | id (numeric) |
civic_get_evidence_item | variant_id | id |
OpenTargets_* | ensemblID | ensemblId (camelCase) |
search_clinical_trials | disease | condition |
1.2 Validate Variant Nomenclature
- HGVS protein: p.L858R, p.V600E
- cDNA: c.2573T>G
- Common names: T790M, G12C
适用场景
- 适合在oncologist asks about treatment options ，用于 specific mutations (EGFR，KRAS，BRAF，etc时使用。
不适用场景
- Do not rely on this catalog entry alone ，用于 installation 或 maintenance details。
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