数据与复现药物发现与化学信息学FreedomIntelligence/OpenClaw-Medical-Skills数据与复现
TO

tooluniverse-drug-research

维护者 FreedomIntelligence · 最近更新 2026年4月1日

Generates comprehensive drug research reports with compound disambiguation, evidence grading, and mandatory completeness sections. Covers identity, chemistry, pharmacology, targets, clinical trials, safety, pharmacogenomics, and ADMET properties. Use when users ask about drugs, medications, therapeutics, or need drug profiling, safety assessment, or clinical development research.

OpenClawNanoClaw分析处理复现实验tooluniverse-drug-research🏥 medical & clinicalmedical toolsgenerates

原始来源

FreedomIntelligence/OpenClaw-Medical-Skills

https://github.com/FreedomIntelligence/OpenClaw-Medical-Skills/tree/main/skills/tooluniverse-drug-research

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

2 min

核心说明

  • Comprehensive drug investigation ,使用 50+ ToolUniverse tools across chemical databases,clinical trials,adverse events,pharmacogenomics,、 literature。
  • KEY PRINCIPLES:1. Report-first approach - Create report file FIRST,then populate progressively 2. Compound disambiguation FIRST - Resolve identifiers before research 3. Citation requirements - Every fact must have inline source attribution 4. Evidence grading - Grade claims by evidence strength 5. Mandatory completeness - All sections must exist,even if "data unavailable" 6. English-first queries - Always use English drug/compound names in tool calls,even if user writes in another language. Only try original-language terms as fallback. Respond in user's language。

原始文档

SKILL.md 摘录

1. Report-First Approach (MANDATORY)

DO NOT show the search process or tool outputs to the user. Instead:

  1. Create the report file FIRST - Before any data collection, create a markdown file:

    • File name: [DRUG]_drug_report.md (e.g., metformin_drug_report.md)
    • Initialize with all 11 section headers from the template
    • Add placeholder text: [Researching...] in each section
  2. Progressively update the report - As you gather data:

    • Update each section with findings immediately after retrieving data
    • Replace [Researching...] with actual content
    • The user sees the report growing, not the search process
  3. Use ALL relevant tools - For comprehensive coverage:

    • Query multiple databases for each data type
    • Cross-reference information across sources
    • Use fallback tools when primary tools return limited data

2. Citation Requirements (MANDATORY)

Every piece of information MUST include its source. Use inline citations:


## 3.1 Primary Mechanism

Metformin activates AMP-activated protein kinase (AMPK), reducing hepatic glucose 
production and increasing insulin sensitivity in peripheral tissues.

*Source: PubChem via `PubChem_get_drug_label_info_by_CID` (CID: 4091)*

适用场景

  • 适合在users ask about drugs,medications,therapeutics,或 need drug profiling,safety assessment,或 clinical development research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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