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commands/extract-quotes.md

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+---
+description: Find representative quotes on specific topics from interview transcripts
+argument-hint: [topic] [transcripts-directory] [--max-quotes]
+---
+
+# Extract Quotes by Topic
+
+Find the most representative and compelling quotes about a specific topic from interview transcripts.
+
+## Step 1: Scan Transcripts
+
+**Search directory $2 for transcripts:**
+- Identify all transcript files
+- Count total transcripts available
+
+**Report to user:**
+```markdown
+## 📁 Transcripts Found
+
+**Directory:** $2
+**Transcripts:** [number] files
+
+**Topic to search:** "$1"
+
+Proceeding to extract relevant quotes...
+```
+
+---
+
+## Step 2: Extract Relevant Quotes
+
+Use the **quote-selector** agent to:
+
+**For each transcript:**
+1. Search for mentions of topic "$1" (and related terms)
+2. Extract full quote with context
+3. Rate quote quality (clarity, insight value, brevity)
+4. Include speaker/participant attribution if available
+
+**Quote selection criteria:**
+- **Relevant** - Directly addresses the topic
+- **Insightful** - Reveals something meaningful
+- **Clear** - Standalone understandable
+- **Concise** - Not overly long (prefer 1-3 sentences)
+- **Authentic** - Conversational tone preserved
+
+---
+
+## Step 3: Rank and Present Quotes
+
+**Default: Show top 10 quotes**
+**If --max-quotes specified: Show that many**
+
+**Present to user:**
+```markdown
+## 💬 Quotes About: "$1"
+
+Found [total number] relevant quotes across [number] transcripts.
+Showing top [$3 or 10] by quality score.
+
+---
+
+### Quote 1 (Score: [X]/10)
+> "[Full quote text]"
+
+**Source:** [Transcript name / Participant ID]
+**Context:** [Brief context if helpful - when/why this was said]
+
+---
+
+### Quote 2 (Score: [X]/10)
+[Same format...]
+
+---
+
+## Quote Categories
+
+**By theme:**
+- [Sub-theme 1]: [count] quotes
+- [Sub-theme 2]: [count] quotes
+
+**By sentiment:**
+- Positive: [count]
+- Negative/Pain point: [count]
+- Neutral: [count]
+
+---
+
+## Usage Tips
+
+**To find more quotes:**
+```bash
+/extract-quotes "[topic]" [directory] --max-quotes 20
+```
+
+**To search related terms:**
+```bash
+/extract-quotes "pricing or cost or budget" [directory]
+```
+```
+
+---
+
+## Step 4: Optional - Export Quotes
+
+**Ask user:**
+```
+Would you like to:
+1. Save these quotes to a file (quotes/$1-quotes.md)
+2. Copy to clipboard for pasting elsewhere
+3. Just view them here
+```
+
+**If user chooses save:**
+- Create `quotes/` directory if needed
+- Save as `quotes/$1-quotes.md` with all quotes in markdown format
+
+---
+
+## Error Handling
+
+**If topic not found in any transcript:**
+```
+⚠️ No quotes found for topic: "$1"
+
+Suggestions:
+- Try broader search terms
+- Check transcript file names to ensure they're included
+- Try related terms: /extract-quotes "[alternative terms]"
+```
+
+**If no transcripts in directory:**
+```
+❌ No transcripts found in: $2
+
+Please ensure:
+- Directory path is correct
+- Transcripts are in .txt or .md format
+```
+
+---
+
+## Usage Examples
+
+```bash
+# Find quotes about pricing
+/extract-quotes pricing ./interviews/
+
+# Find more quotes with custom limit
+/extract-quotes "product feedback" ./interviews/ --max-quotes 20
+
+# Search multiple related terms
+/extract-quotes "onboarding or getting started" ./customer-calls/
+```
+
+---
+
+## Tips
+
+**Effective search terms:**
+- Single concepts: `pricing`, `features`, `support`
+- Multi-word phrases: `"user experience"`, `"biggest challenge"`
+- Related terms with OR: `"price or cost or budget"`
+
+**Quote quality:**
+- Scores 8-10: Exceptional quotes (use in presentations)
+- Scores 6-7: Good quotes (use in reports)
+- Scores 4-5: Useful context (reference material)