Data & ReproDrug Discovery & CheminformaticsFreedomIntelligence/OpenClaw-Medical-SkillsData & Reproduction
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tooluniverse-drug-research

Maintainer FreedomIntelligence · Last updated April 1, 2026

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.

OpenClawNanoClawAnalysisReproductiontooluniverse-drug-research🏥 medical & clinicalmedical toolsgenerates

Original source

FreedomIntelligence/OpenClaw-Medical-Skills

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

Maintainer
FreedomIntelligence
License
MIT
Last updated
April 1, 2026

Skill Snapshot

Key Details From SKILL.md

2 min

Key Notes

  • Comprehensive drug investigation using 50+ ToolUniverse tools across chemical databases, clinical trials, adverse events, pharmacogenomics, and 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 the user writes in another language. Only try original-language terms as a fallback. Respond in the user's language.

Source Doc

Excerpt From SKILL.md

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)*

Use cases

  • Use when users ask about drugs, medications, therapeutics, or need drug profiling, safety assessment, or clinical development research.

Not for

  • Do not rely on this catalog entry alone for installation or maintenance details.

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