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Merge github/main into agent-ws-bridge
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examples/apol1/README.md

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## Classifier Details
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**Variants tested**:
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- rs73885319 (A>G) - G1 variant site 1
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- rs60910145 (T>C) - G1 variant site 2
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- rs71785313 (InDel) - G2 variant
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**Genotypes**:
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- **G0/G0** - No risk variants (healthy)
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- **G1/G0** - Heterozygous G1 (low risk)
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- **G1/G1** - Homozygous G1 (moderate risk)

lint.sh

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#!/bin/bash
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set -e
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SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
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cd "$SCRIPT_DIR"
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# Setup venv (must be sequential)
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uv venv --quiet 2>/dev/null || true
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source .venv/bin/activate
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uv pip install -e ./python --quiet 2>/dev/null
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uv pip install pytest ruff mypy vulture --quiet 2>/dev/null
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set -e
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export UV_VENV_CLEAR=1
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VENV_PATH="$SCRIPT_DIR/.venv"
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export UV_PROJECT_ENVIRONMENT="$VENV_PATH"
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uv venv "$VENV_PATH"
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uv pip install -e ./python
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uv pip install pytest ruff mypy vulture
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cd "$SCRIPT_DIR/python"
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echo "Running ruff format..."
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ruff format .
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uv run ruff format .
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echo "Running ruff check with fixes..."
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ruff check . --fix
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uv run ruff check . --fix
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echo "Running mypy..."
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mypy src/bioscript
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uv run mypy src/bioscript
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echo "Running vulture to detect dead code..."
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vulture src tests --min-confidence 80
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uv run vulture src tests --min-confidence 80
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echo "✓ All linting checks passed!"

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