Editor Language Tool

Purpose & User Intent: The Editor Language Tool analyzes draft text to improve language quality for web content, documentation, and marketing materials. It targets content editors, technical writers, translators, SEO teams, and localization specialists who require consistent tone, correct grammar, and locale-appropriate style before publication. It addresses terminology inconsistency, repetitive phrasing, and locale-specific conventions to speed editorial reviews and raise readability.

Core Logic & Features: Required capabilities include grammar and style checks, readability metrics, and terminology enforcement against a provided glossary. It also performs locale-aware checks such as en-US vs en-GB punctuation and date formats. Outputs include corrected_text and a structured issues list with positions and suggestions. Optional features include tone customization for target audiences, style-guide enforcement, batch processing, glossary-aware exports (JSON/CSV), and lightweight translation-memory suggestions for multilingual workflows.

Inputs & Outputs: Inputs are text, language, locale (optional), glossary (optional), and style_guide (optional). Sample: text='The quick brown fox.' language='en' locale='en-US'. Outputs: corrected_text (string); issues (array of {rule, offset, length, suggestion}); readability_score (0–100); tone_score (0–100); glossary_hits (array).

Algorithms & Calculations: Combines rule-based grammar checks with statistical scoring to propose edits while preserving meaning. It computes readability indices and tone alignment against the target audience. Glossary matching uses lemmatization and case-insensitive comparisons; locale rules handle punctuation, dates, numbers, and regional conventions.

Error & Edge Cases: Empty input yields no edits; unsupported language triggers an error; ambiguous suggestions are flagged; very long texts may be processed in chunks; missing glossary or style guides is non-fatal.

Industry/Region & Localization: Supports major locales and punctuation norms; locale-aware formatting for dates, numbers, and currencies; aligns with common editorial standards across English variants and other widely used languages.

Assumptions & Exclusions: Edits preserve original meaning and do not perform substantial rewording or content generation. It is not a translator or a strategic SEO tool; its scope is language quality, consistency, and localization readiness.