writer

# Writer Skill

Generate content in your authentic voice by analyzing writing samples and applying learned voice patterns through adaptive interviewing and voice-matched generation.

## Philosophy

**Key Innovation**: This isn't a generic AI writer - it's YOUR voice, learned from YOUR writing.

Unlike generic AI content generation, this skill:
- Learns from 6 distinct voice profiles (work email, personal email, blog, LinkedIn, Twitter, reports)
- Interviews you like a Pulitzer-winning journalist to deeply understand your message
- Validates output against your authentic patterns (not generic "good writing")
- Saves versioned drafts to Obsidian for iteration and history

**Simplicity**: Geoffrey's native LLM capabilities analyze your voice. Scripts just fetch samples. No complex NLP libraries - clean, maintainable architecture.

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## When to Activate

Use this skill when you need to:
- Write emails that sound like you (not generic AI)
- Draft blog posts in your established voice
- Create social media content consistent with your style
- Generate reports matching your professional tone
- Ensure content authentically represents your perspective and voice

**DON'T use for**:
- Quick factual responses (use native Claude)
- Content in someone else's voice
- Generic templates

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## Voice Profiles

Six distinct profiles capture different contexts:

| Profile | Source | Sample Target | Status |
|---------|--------|---------------|--------|
| `email_work` | PSD Gmail (sent emails, 6mo) | 50+ emails | Check writing-voice.json |
| `email_personal` | Personal/HRG Gmail (sent, 6mo) | 50+ emails | Check writing-voice.json |
| `blog_technical` | psd401.ai + blog.krishagel.com | 10+ posts | Check writing-voice.json |
| `social_linkedin` | LinkedIn profile posts | 30+ posts | Check writing-voice.json |
| `social_twitter` | X/Twitter posts | 30+ posts | Check writing-voice.json |
| `report_formal` | User-provided samples | 5-10 reports | Check writing-voice.json |

**Confidence