bashrs-oracle

ML-powered error classification oracle for bashrs using aprender (GPU-accelerated).

Features

• GPU Acceleration: Uses aprender with trueno SIMD backend for fast inference
• Error Classification: Classifies shell script errors into actionable categories
• Fix Suggestions: Provides ML-based fix suggestions for common errors

Usage

use bashrs_oracle::{ErrorClassifier, ErrorCategory};

let classifier = ErrorClassifier::new()?;
let category = classifier.classify("unquoted variable expansion")?;

Categories

• Security - Security vulnerabilities (injection, etc.)
• Correctness - Logic errors and bugs
• Style - Code style issues
• Performance - Performance problems
• Portability - Cross-shell compatibility issues

License

MIT OR Apache-2.0