{"id":48582449,"url":"https://github.com/zircote/human-voice","last_synced_at":"2026-04-08T17:33:54.850Z","repository":{"id":333058170,"uuid":"1136074594","full_name":"zircote/human-voice","owner":"zircote","description":"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.","archived":false,"fork":false,"pushed_at":"2026-04-06T13:49:52.000Z","size":881,"stargazers_count":4,"open_issues_count":0,"forks_count":2,"subscribers_count":0,"default_branch":"main","last_synced_at":"2026-04-06T15:34:50.191Z","etag":null,"topics":["ai-detection","ai-writing","claude-code","claude-code-plugin","content-analysis","content-quality","documentation","editing-tools","human-voice","llm-detection","markdown","mdx","natural-language","pattern-detection","prose","text-analysis","voice-quality","writing","writing-assistant","writing-tools"],"latest_commit_sha":null,"homepage":null,"language":"JavaScript","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/zircote.png","metadata":{"files":{"readme":"README.md","changelog":"CHANGELOG.md","contributing":"CONTRIBUTING.md","funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":".github/CODEOWNERS","security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null,"notice":null,"maintainers":null,"copyright":null,"agents":null,"dco":null,"cla":null},"funding":{"github":"zircote"}},"created_at":"2026-01-17T02:47:47.000Z","updated_at":"2026-04-06T00:26:14.000Z","dependencies_parsed_at":null,"dependency_job_id":null,"html_url":"https://github.com/zircote/human-voice","commit_stats":null,"previous_names":["zircote/human-voice"],"tags_count":3,"template":false,"template_full_name":null,"purl":"pkg:github/zircote/human-voice","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zircote%2Fhuman-voice","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zircote%2Fhuman-voice/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zircote%2Fhuman-voice/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zircote%2Fhuman-voice/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/zircote","download_url":"https://codeload.github.com/zircote/human-voice/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zircote%2Fhuman-voice/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":31567056,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-04-08T14:31:17.711Z","status":"ssl_error","status_checked_at":"2026-04-08T14:31:17.202Z","response_time":54,"last_error":"SSL_connect returned=1 errno=0 peeraddr=140.82.121.5:443 state=error: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["ai-detection","ai-writing","claude-code","claude-code-plugin","content-analysis","content-quality","documentation","editing-tools","human-voice","llm-detection","markdown","mdx","natural-language","pattern-detection","prose","text-analysis","voice-quality","writing","writing-assistant","writing-tools"],"created_at":"2026-04-08T17:33:54.129Z","updated_at":"2026-04-08T17:33:54.840Z","avatar_url":"https://github.com/zircote.png","language":"JavaScript","funding_links":["https://github.com/sponsors/zircote"],"categories":[],"sub_categories":[],"readme":"# Human Voice Plugin\n\n[![License: MIT](https://img.shields.io/badge/License-MIT-blue.svg)](https://opensource.org/licenses/MIT)\n[![Claude Code Plugin](https://img.shields.io/badge/Claude_Code-Plugin-blueviolet)](https://github.com/anthropics/claude-code)\n[![CI](https://github.com/zircote/human-voice/actions/workflows/ci.yml/badge.svg)](https://github.com/zircote/human-voice/actions/workflows/ci.yml)\n[![Version](https://img.shields.io/badge/version-0.2.0-green.svg)](https://github.com/zircote/human-voice/releases)\n[![Node.js](https://img.shields.io/badge/Node.js-18+-339933?logo=nodedotjs\u0026logoColor=white)](https://nodejs.org)\n[![GitHub Stars](https://img.shields.io/github/stars/zircote/human-voice?style=social)](https://github.com/zircote/human-voice)\n\nA Claude Code plugin that detects and prevents AI-generated writing patterns to ensure authentic, professional human voice in all content.\n\n![Human Voice Plugin - 4-tier analysis flow](.github/infographic.jpg)\n\n## Features\n\n- **Multi-tier pattern detection**: Character, language, structural, and voice analysis\n- **Automated character fixes**: Auto-fix em dashes, smart quotes, emojis\n- **Proactive review**: Agent triggers after content creation/editing\n- **Interactive setup**: Configuration wizard for project-specific settings\n- **Configurable**: Customize file types, directories, and detection tiers\n\n## Installation\n\n### From GitHub\n\n```bash\nclaude plugin install zircote/human-voice\n```\n\n### Manual Installation\n\nClone and add to Claude Code:\n\n```bash\ngit clone https://github.com/zircote/human-voice.git\nclaude --plugin-dir /path/to/human-voice\n```\n\nOr copy to your project's `.claude-plugin/` directory.\n\n## Prerequisites\n\n- Claude Code CLI\n- Node.js 18+ (for validation scripts)\n\n## Components\n\n| Component | Name | Purpose |\n|-----------|------|---------|\n| Skill | human-voice | Core detection patterns and writing guidelines |\n| Command | `/human-voice:setup` | Interactive configuration wizard |\n| Command | `/human-voice:review [path]` | Analyze content for AI patterns |\n| Command | `/human-voice:fix [path]` | Auto-fix character-level issues |\n| Agent | voice-reviewer | Proactive content review after edits |\n\n## Usage\n\n### Quick Start\n\n```bash\n# Set up configuration for your project\n/human-voice:setup\n\n# Review content for AI patterns\n/human-voice:review docs\n\n# Auto-fix character issues\n/human-voice:fix docs --dry-run\n```\n\n### Skill Triggers\n\nThe skill loads automatically when you say:\n- \"review for AI patterns\"\n- \"make this sound human\"\n- \"check for AI writing\"\n- \"ai slop detection\"\n- \"fix AI voice\"\n- \"improve writing voice\"\n\n### Commands\n\n**Set up configuration:**\n```\n/human-voice:setup\n```\n\nDetects project structure, content directories, and creates `.claude/human-voice.local.md` with your preferences.\n\n**Review content for AI patterns:**\n```\n/human-voice:review docs           # review specific directory\n/human-voice:review content/blog   # review specific path\n/human-voice:review                # auto-detects content directories\n```\n\n**Auto-fix character issues:**\n```\n/human-voice:fix docs              # apply fixes to directory\n/human-voice:fix --dry-run docs    # preview changes first\n/human-voice:fix                   # auto-detect and fix\n```\n\n### Agent\n\nThe `voice-reviewer` agent triggers:\n- **Proactively**: After Write/Edit operations on .md/.mdx files\n- **On request**: When you ask to review content voice\n\n## Detection Tiers\n\n### Tier 1: Character Patterns (Automated)\n\n| Character | Unicode | Replacement |\n|-----------|---------|-------------|\n| Em dash (--) | U+2014 | Period, comma, colon |\n| En dash (-) | U+2013 | Hyphen |\n| Smart quotes | U+201C/D, U+2018/9 | Straight quotes |\n| Ellipsis (...) | U+2026 | Three periods |\n| Emojis | Various | Remove |\n\n### Tier 2: Language Patterns (Manual)\n\n- **Buzzwords**: delve, realm, pivotal, harness, revolutionize, seamlessly\n- **Hedging**: \"it's worth noting\", \"generally speaking\", \"arguably\"\n- **Filler**: \"in order to\", \"due to the fact\", \"at this point in time\"\n\n### Tier 3: Structural Patterns\n\n- List addiction (everything as bullets)\n- Rule of three overuse\n- \"From X to Y\" constructions\n- Monotonous sentence structure\n\n### Tier 4: Voice Patterns\n\n- Passive voice overuse\n- Generic analogies\n- Meta-commentary (\"In this article...\")\n- Perfect grammar with shallow insights\n\n## Configuration\n\nRun `/human-voice:setup` for interactive configuration, or create `.claude/human-voice.local.md` manually.\n\nSee `templates/human-voice.local.md.example` for a complete example.\n\n### Basic Configuration\n\n```yaml\n---\nextensions:\n  - .md\n  - .mdx\n  - .txt\ncontent_directories:\n  - _posts\n  - content\n  - docs\n---\n```\n\n### Full Configuration Options\n\n```yaml\n---\nextensions:\n  - .md\n  - .mdx\n  - .txt\n\ncontent_directories:\n  - _posts\n  - content\n  - docs\n\nignore:\n  - \"**/node_modules/**\"\n  - \"**/vendor/**\"\n  - \"CHANGELOG.md\"\n\ndetection:\n  character_patterns:\n    enabled: true\n    em_dash: true\n    smart_quotes: true\n    emojis: true\n  language_patterns:\n    enabled: true\n  structural_patterns:\n    enabled: true\n  voice_patterns:\n    enabled: true\n\nfix:\n  dry_run_by_default: true\n  report_format: detailed\n\noutput:\n  verbosity: normal\n  format: markdown\n---\n\n# Project Voice Notes\n\nAdd project-specific voice guidelines here.\n```\n\n## Memory Integration (Optional)\n\nWhen [Subcog](https://github.com/zircote/subcog) MCP server is available, the plugin can leverage persistent memory:\n\n- **Recall** project-specific voice decisions before analysis\n- **Capture** findings and patterns for future sessions\n- **Track** configuration preferences across sessions\n\nAll features work without Subcog. Memory integration is additive and never blocks core functionality.\n\n## File Structure\n\n```\nhuman-voice/\n├── .claude-plugin/\n│   └── plugin.json\n├── agents/\n│   └── voice-reviewer.md\n├── commands/\n│   ├── fix.md\n│   ├── review.md\n│   └── setup.md\n├── skills/\n│   └── human-voice/\n│       ├── SKILL.md\n│       ├── scripts/\n│       │   ├── fix-character-restrictions.js\n│       │   └── validate-character-restrictions.js\n│       ├── references/\n│       │   ├── character-patterns.md\n│       │   ├── language-patterns.md\n│       │   ├── structural-patterns.md\n│       │   └── voice-patterns.md\n│       └── examples/\n│           └── before-after.md\n├── templates/\n│   └── human-voice.local.md.example\n├── LICENSE\n├── CHANGELOG.md\n└── README.md\n```\n\n## Research Sources\n\nPattern detection based on:\n- [Measuring AI \"Slop\" in Text](https://arxiv.org/html/2509.19163v1)\n- [The Field Guide to AI Slop](https://www.ignorance.ai/p/the-field-guide-to-ai-slop)\n- [Common AI Words - Grammarly](https://www.grammarly.com/blog/ai/common-ai-words/)\n\n## Contributing\n\n1. Fork the repository\n2. Create a feature branch\n3. Make your changes\n4. Submit a pull request\n\n## License\n\nMIT\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fzircote%2Fhuman-voice","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fzircote%2Fhuman-voice","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fzircote%2Fhuman-voice/lists"}