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Install with the open skills CLI (global, non-interactive — available in every Claude Code session):
npx skills add FreedomIntelligence/OpenClaw-Medical-Skills --skill "varCADD" -g -a claude-code -yOr manually — copy the SKILL.md below into:
~/.claude/skills/varcadd/SKILL.mdPart of the variant-interpretation-acmg skill collection — installing the parent includes this skill.
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# COPYRIGHT NOTICE
# This file is part of the "Universal Biomedical Skills" project.
# Copyright (c) 2026 MD BABU MIA, PhD <md.babu.mia@mssm.edu>
# All Rights Reserved.
#
# This code is proprietary and confidential.
# Unauthorized copying of this file, via any medium is strictly prohibited.
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---
name: varcadd-pathogenicity
description: Variant Scorer
keywords:
- variant-interpretation
- CADD
- pathogenicity
- genomics
- prediction
measurable_outcome: Return pathogenicity scores for a VCF of 1000 variants within 2 minutes, flagging top 1% deleterious hits.
license: Non-Commercial
metadata:
author: Genome Medicine 2025
version: "1.0.0"
compatibility:
- system: Python 3.9+
allowed-tools:
- run_shell_command
- read_file
---
# varCADD (Variant Pathogenicity Predictor)
Genome-wide pathogenicity prediction leveraging standing variation data to improve accuracy over traditional CADD scores.
## When to Use
* **Variant Prioritization**: Ranking candidate variants in rare disease cases.
* **VUS Interpretation**: Assessing variants of uncertain significance.
* **Research**: Annotating novel variants in population studies.
## Core Capabilities
1. **Score Generation**: Calculate C-scores for SNVs and indels.
2. **Annotation**: Add functional context (conservation, protein domains).
3. **Filtering**: Identify likely pathogenic variants based on thresholds.
## Workflow
1. **Input**: VCF file.
2. **Annotate**: Run varCADD model.
3. **Filter**: Keep variants with Score > X.
4. **Output**: Annotated VCF or ranked table.
## Example Usage
**User**: "Score these variants from patient X."
**Agent Action**:
```bash
varcadd score --input patient.vcf --output scored.vcf
```
<!-- AUTHOR_SIGNATURE: 9a7f3c2e-MD-BABU-MIA-2026-MSSM-SECURE -->Search arXiv papers by keyword, author, category, or ID.
Gateway to 400+ bioinformatics skills from bioSkills and ClawBio. Covers genomics, transcriptomics, single-cell, variant calling, pharmacogenomics, metagenomics, structural biology, and more. Fetches domain-specific reference material on demand.
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