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variant-interpretation-acmg

variant-interpretation-acmg,来自 FreedomIntelligence/OpenClaw-Medical-Skills 的 agent 技能。

写文件执行命令联网无严重或高危命中FreedomIntelligence/OpenClaw-Medical-Skills

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技能内容

<!--

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.

#

Provenance: Authenticated by MD BABU MIA

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name: 'variant-interpretation-acmg'

description: 'Classifies genetic variants according to ACMG (American College of Medical Genetics) guidelines.'

measurable_outcome: Execute skill workflow successfully with valid output within 15 minutes.

allowed-tools:

  • read_file
  • run_shell_command

Variant Interpretation (ACMG)

The Variant Interpretation Skill automates the classification of genetic variants (Pathogenic, Benign, VUS) using a rules-based engine derived from ACMG guidelines.

When to Use This Skill

  • When analyzing a VCF file for clinical reporting.
  • To determine the clinical significance of a specific mutation (e.g., BRCA1 c.123A>G).
  • To aggregate evidence (population freq, computational predictions) into a final verdict.

Core Capabilities

  1. Rule Scoring: Applies codes like PVS1 (Null variant), PM2 (Rare), PP3 (In silico).
  2. Classification: Combines scores to reach a verdict (Pathogenic, Likely Pathogenic, VUS, etc.).
  3. Explanation: Provides the logic/evidence used for the classification.

Workflow

  1. Input: Variant details (Gene, HGVS, Consequence) or Evidence codes directly.
  2. Process: Sums weights of applied ACMG criteria.
  3. Output: Final classification and score breakdown.

Example Usage

User: "Classify a variant with evidence PVS1 and PM2."

Agent Action:

python3 Skills/Genomics/Variant_Interpretation/acmg_classifier.py \
    --evidence "PVS1,PM2"

<!-- AUTHOR_SIGNATURE: 9a7f3c2e-MD-BABU-MIA-2026-MSSM-SECURE -->

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它属于哪个仓库

星标★ 3,010
本站分层T1
该仓技能数897
原文件路径skills/variant-interpretation-acmg/SKILL.md

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