variant-clinical-significance

Query NCBI ClinVar for variant clinical pathogenicity classification (Pathogenic/Benign/VUS), review status and associated diseases.

Best use case

variant-clinical-significance is best used when you need a repeatable AI agent workflow instead of a one-off prompt.

Query NCBI ClinVar for variant clinical pathogenicity classification (Pathogenic/Benign/VUS), review status and associated diseases.

Teams using variant-clinical-significance should expect a more consistent output, faster repeated execution, less prompt rewriting.

When to use this skill

  • You want a reusable workflow that can be run more than once with consistent structure.

When not to use this skill

  • You only need a quick one-off answer and do not need a reusable workflow.
  • You cannot install or maintain the underlying files, dependencies, or repository context.

Installation

Claude Code / Cursor / Codex

$curl -o ~/.claude/skills/variant-clinical-significance/SKILL.md --create-dirs "https://raw.githubusercontent.com/SpectrAI-Initiative/InnoClaw/main/.claude/skills/variant-clinical-significance/SKILL.md"

Manual Installation

  1. Download SKILL.md from GitHub
  2. Place it in .claude/skills/variant-clinical-significance/SKILL.md inside your project
  3. Restart your AI agent — it will auto-discover the skill

How variant-clinical-significance Compares

Feature / Agentvariant-clinical-significanceStandard Approach
Platform SupportNot specifiedLimited / Varies
Context Awareness High Baseline
Installation ComplexityUnknownN/A

Frequently Asked Questions

What does this skill do?

Query NCBI ClinVar for variant clinical pathogenicity classification (Pathogenic/Benign/VUS), review status and associated diseases.

Where can I find the source code?

You can find the source code on GitHub using the link provided at the top of the page.

SKILL.md Source

# ClinVar Clinical Significance

## Usage

### Tool Description

```tex
Query dbSNP refsnp API to extract ClinVar RCV clinical records for a variant.
API: GET https://api.ncbi.nlm.nih.gov/variation/v0/refsnp/{rsid_number}
Args:
    rs_id (str): dbSNP rsID (e.g. "rs7412")
Return:
    ClinVar RCV records: clinical significance (Pathogenic/Benign/VUS/drug-response etc.),
    review status, associated diseases, accession numbers.
```

### Query Example

```python
import requests

rs_id = "rs7412"

# 通过 rsID 查询 dbSNP,提取 ClinVar RCV 记录
rsid_num = rs_id.replace("rs", "")
url = f"https://api.ncbi.nlm.nih.gov/variation/v0/refsnp/{rsid_num}"
resp = requests.get(url, timeout=30).json()
snapshot = resp.get("primary_snapshot_data", {})

for ann in snapshot.get("allele_annotations", []):
    for clin in ann.get("clinical", []):
        accession = clin.get("accession_version", "")
        diseases = clin.get("disease_names", [])
        significances = clin.get("clinical_significances", [])
        review = clin.get("review_status", "")
        print(f"[ClinVar RCV] {accession}: {significances}, diseases={diseases}, review={review}")
```

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