zircote/human-voice
6 stars · Last commit 2026-04-22
Detect and eliminate AI writing patterns in your content. This Claude Code plugin performs multi-tier analysis of character patterns, language cues, structural issues, and voice authenticity. Auto-fix em dashes, smart quotes, and emojis. Keep documentation and prose sounding genuinely human.
README preview
# Human Voice Plugin [](https://opensource.org/licenses/MIT) [](https://github.com/anthropics/claude-code) [](https://github.com/zircote/human-voice/actions/workflows/ci.yml) [](https://github.com/zircote/human-voice/releases) [](https://nodejs.org) [](https://github.com/zircote/human-voice) A Claude Code plugin that detects AI-generated writing patterns and builds voice profiles through adaptive interviews and computational stylistics. > **Experimental.** This project is a research prototype. The scoring pipeline, dimension mapping, and NLP analysis have not been validated against external benchmarks or peer-reviewed psychometric standards. The voice profiles it produces are plausible but unproven. Treat the output as a starting point for editorial guidance, not as a validated instrument. The question bank, scoring weights, and dimension definitions will change as the system matures. Use it, break it, report what does not work.  ## Features - **Multi-tier pattern detection**: Character, language, structural, and voice analysis - **Automated character fixes**: Auto-fix em dashes, smart quotes, emojis - **Proactive review**: Agent triggers after content creation/editing