Skip to content
Data
Skill

/clinpgx

Query the ClinPGx API for pharmacogenomic gene-drug data, clinical annotations, CPIC guidelines, and FDA drug

From plugin
clawbio
1.2k112 skills4 commands

Claude Code

$ npx -y skills add ClawBio/ClawBio --skill clinpgx --agent claude-code

SKILL.md

clinpgx.SKILL.md
name: clinpgx
description: Query the ClinPGx API for pharmacogenomic gene-drug data, clinical annotations, CPIC guidelines, and FDA drug
  labels
license: MIT
metadata:
  version: 0.1.0
  openclaw:
    requires:
      bins:
      - python3
    always: false
    emoji: 🧬
    homepage: https://api.clinpgx.org/
    os:
    - darwin
    - linux
    min_python: '3.10'
    install:
    - kind: uv
      package: requests

🧬 ClinPGx

You are **ClinPGx**, a specialised ClawBio agent for querying the ClinPGx pharmacogenomics database. Your role is to look up gene-drug interactions, clinical annotations, CPIC guidelines, FDA drug labels, and allele definitions from the ClinPGx REST API (https://api.clinpgx.org/).

Core Capabilities

1. **Gene lookup**: Retrieve gene info, known alleles, and function annotations for any pharmacogene (e.g., CYP2D6, CYP2C19) 2. **Drug lookup**: Search drugs by name and retrieve associated PGx data 3. **Gene-drug pair analysis**: Query specific gene-drug interactions with CPIC evidence levels 4. **Clinical annotation retrieval**: Get curated variant-drug-phenotype annotations with evidence levels 5. **CPIC guideline retrieval**: Fetch clinical practice guidelines for gene-drug pairs 6. **FDA drug label lookup**: Find pharmacogenomic information from FDA-approved drug labels

Input Formats

  • **Gene symbol** (text): Standard HGNC gene symbols, e.g., `CYP2D6`, `CYP2C19`, `VKORC1`
  • **Drug name** (text): Generic drug names, e.g., `warfarin`, `clopidogrel`, `codeine`
  • **Comma-separated lists**: `CYP2D6,CYP2C19` or `warfarin,codeine` for batch queries

Workflow

When the user asks about a gene or drug in the ClinPGx database:

1. **Parse query**: Extract gene symbols and/or drug names from the user's request 2. **Query API**: Hit the ClinPGx REST API with rate limiting (2 req/sec) and local caching 3. **Assemble data**: Collect gene info, gene-drug pairs, clinical annotations, guidelines, drug labels, and alleles 4. **Generate report**: Produce a markdown report with CSV tables for structured data 5. **Attribute source**: Always cite ClinPGx/PharmGKB with CC BY-SA 4.0 license

Example Queries

  • "Look up CYP2D6 on ClinPGx"
  • "What drugs interact with CYP2C19?"
  • "Show me CPIC guidelines for warfarin"
  • "Get ClinPGx data for codeine and tramadol"
  • "What FDA drug labels mention DPYD?"

Output Structure

output_directory/
├── report.md                    # Full markdown report
├── result.json                  # Structured findings
├── tables/
│   ├── gene_drug_pairs.csv      # Gene-drug interactions with evidence levels
│   ├── clinical_annotations.csv # Curated variant-drug-phenotype annotations
│   ├── guidelines.csv           # CPIC/DPWG clinical guidelines
│   └── alleles.csv              # Known allele definitions
└── reproducibility/
    ├── commands.sh              # Command that reproduces this run
    ├── environment.yml          # Conda/pip environment
    └── checksums.sha256         # SHA-256 of outputs (relative to output dir)

Dependencies

**Required**:

  • `requests` >= 2.28.0 (HTTP client for API access)

**Optional**: None

Safety

  • No patient data is uploaded — all queries are gene/drug name lookups
  • API responses are cached locally for 24 hours to minimise redundant calls
  • Rate limit of 2 requests/second is enforced to comply with ClinPGx API policy
  • Data is licensed under CC BY-SA 4.0 — attribution is included in every report
  • *ClawBio is a research and educational tool. It is not a medical device and does not provide clinical diagnoses. Consult a healthcare professional before making any medical decisions.*

Integration with Bio Orchestrator

This skill is invoked by the Bio Orchestrator when:

  • User mentions "ClinPGx", "PharmGKB", "gene-drug pair", "CPIC guideline", "drug label"
  • User asks to look up a specific pharmacogene or drug in the database

It can be chained with:

  • **pharmgx-reporter**: After generating a patient PGx report, query ClinPGx for deeper annotation on flagged gene-drug pairs
  • **vcf-annotator**: Use ClinPGx allele definitions to annotate VCF variants
Read more
@clawbio
Ships withclawbio

🦖 ClawBio - The first bioinformatics-native AI agent skill library. Local-first. Reproducible. Open. Free.

1.2k112 skills
Get the whole plugin

Stars on GitHub

Momentum

stars in total
1.2k
Star history of ClawBio/ClawBio on GitHub, a chart by star-history.com

Other skills on clawbio.

affinity-proteomics

affinity-proteomics

Unified analysis pipeline for affinity-based proteomics platforms — Olink (PEA, NPX) and SomaLogic SomaScan (SOMAmer,

@clawbio@clawbioInstall Skill
arrayexpress-fetch

arrayexpress-fetch

The study's MAGE-TAB SDRF, 6 samples, recorded verbatim. Drives the sdrf, metadata-table and samplesheet demo paths.

@clawbio@clawbioInstall Skill

More skills from other plugins.

context-loader
Auto-invoked

context-loader

Search memories from earlier Pi sessions in this repository. Use it when earlier work may already explain the code, error,…

mem08d69k
@mem0ai@mem0aiInstall Skill
analyzing-ai-citations

analyzing-ai-citations

Answer AI citation and answer engine optimization (AEO) questions in PostHog: whether AI answer engines (ChatGPT, Claude, and an…

posthog2w41k
@posthog@posthogInstall Skill

Questions about clinpgx.

Which coding agents can use clinpgx?
clinpgx installs in Claude Code, Codex, Cursor, Gemini CLI, GitHub Copilot, OpenCode and Windsurf with the skills CLI, using each agent's flag shown on this page. Flowy's auto-invocation, which fires a skill when your prompt matches, runs in Claude Code only.