Analyzes meeting transcripts and recordings to uncover behavioral patterns, communication insights, and actionable feedback. Identifies when you avoid conflict, use filler words, dominate conversations, or miss opportunities to listen. Perfect for professionals seeking to improve their communication and leadership skills.
This skill transforms your meeting transcripts into actionable insights about your communication patterns, helping you become a more effective communicator and leader.
When to Use This Skill
Analyzing your communication patterns across multiple meetings
Getting feedback on your leadership and facilitation style
Identifying when you avoid difficult conversations
Understanding your speaking habits and filler words
Tracking improvement in communication skills over time
Preparing for performance reviews with concrete examples
Coaching team members on their communication style
What This Skill Does
Pattern Recognition: Identifies recurring behaviors across meetings like:
Conflict avoidance or indirect communication
Speaking ratios and turn-taking
Question-asking vs. statement-making patterns
Active listening indicators
Decision-making approaches
Communication Analysis: Evaluates communication effectiveness:
Trend Tracking: Compares patterns over time when analyzing multiple meetings
How to Use
Basic Setup
Download your meeting transcripts to a folder (e.g., ~/meetings/)
Navigate to that folder in Claude Code
Ask for the analysis you want
Quick Start Examples
Analyze all meetings in this folder and tell me when I avoided conflict.
Look at my meetings from the past month and identify my communication patterns.
Compare my facilitation style between these two meeting folders.
Advanced Analysis
Analyze all transcripts in this folder and:
1. Identify when I interrupted others
2. Calculate my speaking ratio
3. Find moments I avoided giving direct feedback
4. Track my use of filler words
5. Show examples of good active listening
Instructions
When a user requests meeting analysis:
Discover Available Data
Scan the folder for transcript files (.txt, .md, .vtt, .srt, .docx)
Check if files contain speaker labels and timestamps
Confirm the date range of meetings
Identify the user's name/identifier in transcripts
Clarify Analysis Goals
If not specified, ask what they want to learn:
Specific behaviors (conflict avoidance, interruptions, filler words)
Communication effectiveness (clarity, directness, listening)
Meeting facilitation skills
Speaking patterns and ratios
Growth areas for improvement
Analyze Patterns
For each requested insight:
Conflict Avoidance:
Look for hedging language ("maybe", "kind of", "I think")
Indirect phrasing instead of direct requests
Changing subject when tension arises
Agreeing without commitment ("yeah, but...")
Not addressing obvious problems
Speaking Ratios:
Calculate percentage of meeting spent speaking
Count interruptions (by and of the user)
Measure average speaking turn length
Track question vs. statement ratios
Filler Words:
Count "um", "uh", "like", "you know", "actually", etc.
Note frequency per minute or per speaking turn
Identify situations where they increase (nervous, uncertain)
Active Listening:
Questions that reference others' previous points
Paraphrasing or summarizing others' ideas
Building on others' contributions
Asking clarifying questions
Leadership & Facilitation:
Decision-making approach (directive vs. collaborative)
How disagreements are handled
Inclusion of quieter participants
Time management and agenda control
Follow-up and action item clarity
Provide Specific Examples
For each pattern found, include:
### [Pattern Name]
**Finding**: [One-sentence summary of the pattern]
**Frequency**: [X times across Y meetings]
**Examples**:
1. **[Meeting Name/Date]** - [Timestamp]
**What Happened**:
> [Actual quote from transcript]
**Why This Matters**:
[Explanation of the impact or missed opportunity]
**Better Approach**:
[Specific alternative phrasing or behavior]
[Repeat for 2-3 strongest examples]
Synthesize Insights
After analyzing all patterns, provide:
# Meeting Insights Summary
**Analysis Period**: [Date range]
**Meetings Analyzed**: [X meetings]
**Total Duration**: [X hours]
## Key Patterns Identified
### 1. [Primary Pattern]
- **Observed**: [What you saw]
- **Impact**: [Why it matters]
- **Recommendation**: [How to improve]
### 2. [Second Pattern]
[Same structure]
## Communication Strengths
1. [Strength 1 with example]
2. [Strength 2 with example]
3. [Strength 3 with example]
## Growth Opportunities
1. **[Area 1]**: [Specific, actionable advice]
2. **[Area 2]**: [Specific, actionable advice]
3. **[Area 3]**: [Specific, actionable advice]
## Speaking Statistics
- Average speaking time: [X% of meeting]
- Questions asked: [X per meeting average]
- Filler words: [X per minute]
- Interruptions: [X given / Y received per meeting]
## Next Steps
[3-5 concrete actions to improve communication]
Offer Follow-Up Options
Track these same metrics in future meetings
Deep dive into specific meetings or patterns
Compare to industry benchmarks
Create a personal communication development plan
Generate a summary for performance reviews
Examples
Example 1: Conflict Avoidance Analysis (Inspired by Dan Shipper)
User: "I download all of my meeting recordings and put them in a folder. Tell me all the times I've subtly avoided conflict."
Output:
# Conflict Avoidance Patterns
Found 23 instances across 15 meetings where you used indirect
communication or avoided addressing tensions directly.
## Pattern: Hedging on Critical Feedback
**Frequency**: 8 times across 7 meetings
**Example 1: 1:1 with Sarah** - 00:14:32
**What Happened**:
> "So, I was thinking... maybe we could, like, potentially
> consider looking at the timeline again? I mean, if you
> think that makes sense. But whatever you think is best!"
**Why This Matters**:
You needed to address that Sarah's project was behind schedule,
but the hedging language ("maybe", "potentially", "if you think")
and the deflection at the end ("whatever you think") made it easy
for her to miss the urgency.
**Better Approach**:
"Sarah, the project is two weeks behind schedule. We need to
discuss what's blocking progress and create a new timeline
today."
[Additional examples...]
## Recommendations
1. **Name the issue directly** in the first sentence
2. **Remove hedging words** like "maybe," "kind of," "sort of"
3. **Ask specific questions** instead of hinting
4. **Schedule difficult conversations** instead of raising them casually
Example 2: Leadership Facilitation
User: "Analyze my team meetings and tell me about my facilitation style."
Output: Provides insights on:
How much you speak vs. team members (60% vs. 40%)
Whether you ask questions or make statements (3:1 ratio)
How you handle disagreements (tendency to resolve too quickly)
Who speaks least and whether you draw them in
Examples of good and missed facilitation moments
Example 3: Personal Development Tracking
User: "Compare my meetings from Q1 vs. Q2 to see if I've improved my listening skills."
Output: Creates a comparative analysis showing:
Decrease in interruptions (8 per meeting → 3 per meeting)
Increase in clarifying questions (2 → 7 per meeting)
Improvement in building on others' ideas
Specific examples showing the difference
Remaining areas for growth
Setup Tips
Getting Meeting Transcripts
From Granola (free with Lenny's newsletter subscription):
Granola auto-transcribes your meetings
Export transcripts to a folder: [Instructions on how]
Point Claude Code to that folder
From Zoom:
Enable cloud recording with transcription
Download VTT or SRT files after meetings
Store in a dedicated folder
From Google Meet:
Use Google Docs auto-transcription
Save transcript docs to a folder
Download as .txt files or give Claude Code access
From Fireflies.ai, Otter.ai, etc.:
Export transcripts in bulk
Store in a local folder
Run analysis on the folder
Best Practices
Consistent naming: Use YYYY-MM-DD - Meeting Name.txt format
Regular analysis: Review monthly or quarterly for trends
Specific queries: Ask about one behavior at a time for depth
Privacy: Keep sensitive meeting data local
Action-oriented: Focus on one improvement area at a time
Common Analysis Requests
"When do I avoid difficult conversations?"
"How often do I interrupt others?"
"What's my speaking vs. listening ratio?"
"Do I ask good questions?"
"How do I handle disagreement?"
"Am I inclusive of all voices?"
"Do I use too many filler words?"
"How clear are my action items?"
"Do I stay on agenda or get sidetracked?"
"How has my communication changed over time?"
Related Use Cases
Creating a personal development plan from insights
Preparing performance review materials with examples
Coaching direct reports on their communication
Analyzing customer calls for sales or support patterns
