typo-injector

What problem does it solve?

Manually creating text with specific typo rates for testing NLP models or translation pipelines is tedious and prone to inconsistency. This Skill automates the precise injection of spelling errors, ensuring reliable and reproducible test data.

Core Features & Use Cases

• Controlled Typo Rates: Introduce typos at a specified percentage of words, ensuring consistent test data for experiments.
• Diverse Error Types: Applies substitution, deletion, duplication, and swapping errors for realistic text corruption.
• Mandatory Verification: Guarantees the actual typo count matches the target, ensuring reliable experiment setup without manual checks.
• Use Case: Evaluate how well a translation agent handles corrupted input by systematically testing it with varying levels of spelling errors, or stress-test a spell-checker's performance.

Quick Start

Use the typo-injector skill to add 30% typos to the sentence: "The quick brown fox jumps over the lazy dog."