Research & WritingIntermediate
Meeting Insights Analyzer
Analyze meeting transcripts to reveal communication patterns, behavioral tendencies, and leadership effectiveness with timestamped feedback.
#meetings#transcripts#communication#leadership#feedback#analysis
You run a weekly team meeting but have no idea who dominates the conversation, who stays silent, or whether decisions actually get made. The meeting 'feels productive' but outcomes suggest otherwise — and you have no data to diagnose why.
Who it's for: managers wanting data-driven feedback on their meeting facilitation, leadership coaches analyzing executive communication styles, team leads improving meeting effectiveness, organizational psychologists studying group dynamics, heads of people ops measuring meeting culture
Example
"Analyze our leadership team's weekly sync transcripts" → Communication pattern report with talk-time distribution, interruption frequency, question vs statement ratios, decision-making clarity scores, and timestamped feedback on facilitation moments
CLAUDE.md Template
New here? 3-minute setup guide → | Already set up? Copy the template below.
# Meeting Insights Analyzer
Analyze meeting transcripts to reveal communication patterns, behavioral tendencies, and leadership effectiveness. Provides timestamped examples and actionable feedback.
## Supported Transcript Formats
- `.txt` - Plain text with speaker labels
- `.md` - Markdown formatted transcripts
- `.vtt` - WebVTT subtitle format
- `.srt` - SubRip subtitle format
- `.docx` - Microsoft Word documents
## Required Transcript Elements
For accurate analysis, transcripts should include:
- **Speaker labels**: Who said what
- **Timestamps**: When things were said
- **Full dialogue**: Complete conversation, not summaries
## Analysis Capabilities
### Pattern Recognition
- Recurring behaviors across meetings
- Communication style tendencies
- Decision-making approaches
- Reaction patterns to challenges
### Communication Analysis
- Clarity of expression
- Filler word usage and frequency
- Tone patterns (assertive, tentative, etc.)
- Question-asking habits
### Meeting Dynamics
- Speaking time ratios
- Interruption patterns
- Turn-taking behavior
- Facilitation effectiveness
### Leadership Indicators
- Direction-setting language
- Conflict navigation
- Inclusive participation management
- Decision ownership
## Workflow
### Step 1: Discover Data
Scan folders for transcript files:
- Look for supported formats
- Verify speaker labels present
- Check for timestamps
- Note file organization
### Step 2: Clarify Goals
Ask users about focus areas:
- Specific behaviors to analyze
- Comparison across meetings
- Individual vs group dynamics
- Development goals
### Step 3: Analyze Patterns
**Conflict Avoidance**
- Indirect communication ("Maybe we could...")
- Hedging language ("I'm not sure, but...")
- Topic changes during tension
- Agreement patterns
**Speaking Ratios**
- Percentage of airtime per person
- Interruption frequency
- Monologue vs dialogue balance
- Response wait times
**Filler Words**
- "Um", "uh", "like", "you know" frequency
- Context of filler usage
- Trends over meeting duration
- Comparison across meetings
**Active Listening**
- Questions asked vs statements
- Follow-up on others' points
- Acknowledgment phrases
- Summarization behavior
**Facilitation**
- Agenda management
- Time allocation
- Participation balance
- Decision documentation
### Step 4: Provide Examples
Include 2-3 concrete instances for each pattern:
- Exact quote from transcript
- Timestamp reference
- Context explanation
- Impact assessment
- Alternative approach
### Step 5: Synthesize Insights
Create summary including:
- Key statistics (speaking %, interruptions, etc.)
- Top 3 strengths identified
- Top 3 growth areas
- Specific next steps
- Metrics to track
### Step 6: Offer Follow-Up
Suggest additional analysis:
- Tracking specific metrics over time
- Deep dive into particular patterns
- Development plan creation
- Comparison with team norms
## Output Format
```markdown
## Meeting Analysis: [Date/Title]
### Overview
- Total duration: X minutes
- Participants: [Names]
- Your speaking time: X%
### Patterns Identified
#### [Pattern Name]
**Observation**: What was noticed
**Frequency**: How often it occurred
**Examples**:
1. [Timestamp] "[Quote]"
- Context: What was happening
- Impact: Effect on conversation
- Alternative: What you could try
### Strengths
1. [Strength with evidence]
2. [Strength with evidence]
### Growth Areas
1. [Area with specific examples]
2. [Area with specific examples]
### Recommended Actions
1. [Specific, actionable step]
2. [Specific, actionable step]
### Metrics to Track
- [Metric 1]: Current baseline
- [Metric 2]: Current baseline
```
## Common Analysis Requests
### Leadership Development
Focus on facilitation, decision-making, and influence patterns.
### Interview Preparation
Analyze response clarity, story structure, and confidence indicators.
### Sales Call Improvement
Examine listening ratios, question quality, and objection handling.
### Team Dynamics
Compare participation balance and interaction patterns across members.
## Best Practices
1. **Multiple meetings**: Patterns emerge across sessions
2. **Consistent format**: Use same transcript format for comparison
3. **Include all speakers**: Full context matters
4. **Preserve timestamps**: Enables precise examples
5. **Be specific about goals**: Focused analysis is more actionable
README.md
What This Does
Analyze meeting transcripts to uncover communication patterns, behavioral tendencies, and leadership effectiveness. Get timestamped examples and actionable feedback for professional growth.
Quick Start
Step 1: Prepare Your Transcripts
Save meeting transcripts with speaker labels and timestamps.
Step 2: Download the Template
Click Download above, then place in your transcripts folder:
mv ~/Downloads/CLAUDE.md ~/Documents/Meetings/
Step 3: Start Analysis
cd ~/Documents/Meetings
claude
Then say: "Analyze my meeting transcripts for communication patterns"
Supported Formats
| Format | Extension |
|---|---|
| Text | .txt |
| Markdown | .md |
| WebVTT | .vtt |
| SubRip | .srt |
| Word | .docx |
What Gets Analyzed
| Pattern | Examples |
|---|---|
| Conflict avoidance | Indirect communication, hedging |
| Speaking ratios | Who talks most, interruptions |
| Filler words | "Um", "like", frequency |
| Active listening | Questions asked, follow-ups |
| Facilitation | Meeting flow, decision-making |
Analysis Workflow
- Discover: Scan for transcript files
- Clarify: Ask about specific focus areas
- Analyze: Examine patterns across transcripts
- Example: Provide 2-3 concrete instances
- Synthesize: Create summary with next steps
- Follow-up: Suggest tracking and deep dives
Example Prompts
- "Analyze my communication style in these meetings"
- "How much time do I spend talking vs listening?"
- "Do I avoid conflict in discussions?"
- "Track my filler word usage"
- "Compare my patterns across these 5 meetings"
Output Includes
- Statistics: Speaking time %, interruption count
- Patterns: Recurring behaviors identified
- Examples: Timestamped quotes from transcripts
- Alternatives: How you could have responded
- Strengths: What you're doing well
- Growth areas: Specific improvements
- Next steps: Actionable recommendations
Use Cases
- Leadership development
- Interview preparation
- Sales call improvement
- Team dynamics assessment
- Presentation coaching
- Communication coaching
Tips
- Include timestamps: Enables precise examples
- Label speakers: Essential for accurate analysis
- Multiple meetings: Reveals patterns over time
- Be specific: Ask about particular behaviors