meeting-synthesizer▌
rysweet/amplihack · updated Apr 8, 2026
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Transform raw meeting notes and transcripts into actionable intelligence. This skill extracts critical information from unstructured meeting data and organizes it into structured formats that drive follow-through and accountability.
Meeting Synthesizer Skill
Transform raw meeting notes and transcripts into actionable intelligence. This skill extracts critical information from unstructured meeting data and organizes it into structured formats that drive follow-through and accountability.
Overview
The Meeting Synthesizer processes meeting notes or transcripts to produce:
- Action Items: Clear tasks with owners, due dates, and context
- Decisions Made: Key decisions with justification and implications
- Discussion Points: Important topics, debates, and consensus areas
- Follow-up Tasks: Prioritized task list with next steps
- Key Insights: Patterns, concerns, and emerging themes
When to Use This Skill
- After team meetings, standups, or planning sessions
- When converting transcript/notes into structured action items
- When you need to quickly extract decisions and assign accountability
- When synthesizing notes for stakeholders who missed the meeting
- When creating task lists from meeting discussions
How to Use This Skill
Basic Workflow
-
Provide the Meeting Content
- Share meeting notes (typed or pasted)
- Share a transcript (from Zoom, Teams, or other platform)
- Share a voice-to-text transcription
-
Request Processing
- Ask the skill to synthesize the meeting
- Optionally specify which elements to focus on
- Optionally provide format preferences (markdown, JSON, etc.)
-
Review & Act
- Review the extracted information
- Assign owners and deadlines
- Create tickets or calendar items
- Share results with team
Example Prompts
Comprehensive Synthesis
Synthesize this meeting:
[paste meeting notes/transcript]
Extract all action items, decisions, and key points.
Organize by priority and due date.
Focused on Action Items
Extract action items from this meeting:
[paste meeting notes]
For each action item, provide:
- Task description
- Owner/responsible person
- Due date (if mentioned)
- Context/why it matters
- Dependencies
Decision Extraction
What decisions were made in this meeting?
[paste meeting notes]
For each decision, provide:
- What was decided
- Why (reasoning/justification)
- Who made the decision
- Who is affected
- Any dissent or concerns
Priority Ordering
Synthesize this meeting with priority ordering:
[paste meeting notes]
Order action items by urgency and impact.
Identify any blocking items or critical path items.
Flag any decisions that need follow-up or clarification.
Processing Instructions
1. Parse Meeting Content
Input Recognition:
- Detect format: structured notes, transcript, bullet points, freeform text
- Identify participants: who attended, who spoke, roles
- Extract timestamps: when discussed (if available)
- Recognize context: meeting type, agenda, goals
Normalization:
- Clean up formatting inconsistencies
- Expand abbreviations where possible
- Clarify ambiguous references
- Group related items
2. Extract Action Items
Identification:
- Look for explicit assignments: "Alice will...", "We need to..."
- Identify implicit tasks: decisions requiring implementation
- Find time-bound items: "by Friday", "next sprint", "ASAP"
- Recognize dependencies: "after X is done"
Structuring:
Action Item:
Description: [Clear, specific task]
Owner: [Person responsible]
Due: [Date/timeline]
Context: [Why it matters]
Dependencies: [What must happen first]
Priority: [High/Medium/Low]
3. Identify Decisions
Detection:
- Explicit decisions: "We decided to...", "We will..."
- Consensus moments: "Everyone agreed...", "Consensus is..."
- Choices made: "We chose X over Y"
- Direction changes: "We're shifting from X to Y"
Documentation:
Decision:
What: [The decision]
Why: [Reasoning/justification]
Decided By: [Who decided]
Affected: [Who is impacted]
Dissent: [Any concerns/opposition]
Implementation: [How will it work]
4. Capture Discussion Points
Extraction:
- Main topics discussed
- Debates or different viewpoints
- Open questions or uncertainties
- Agreed-upon principles or approaches
Organization:
Discussion Point:
Topic: [What was discussed]
Viewpoints: [Different perspectives]
Consensus: [What was agreed]
Open Issues: [Unresolved items]
5. Generate Follow-up Tasks
Identification:
- Clarification needed: "We should confirm with X"
- Information gathering: "Research options for Y"
- Scheduling: "Schedule sync with Z"
- Communication: "Update stakeholders on decision"
Prioritization:
- Critical: Blocks other work, high impact
- High: Important, needed soon
- Medium: Should be done, no immediate urgency
- Low: Nice to have, lower priority
Output Format
Option 1: Markdown (Default)
# Meeting Synthesis: [Meeting Title/Date]
## Participants
- Alice (Product Lead)
- Bob (Engineering)
- Carol (Design)
## Decisions Made
### Decision 1
- **What**: Adopt Vue 3 for new frontend
- **Why**: Better TypeScript support, smaller bundle size
- **Decided**: By consensus
- **Impact**: Requires training for team members using Vue 2
### Decision 2
- **What**: Delay launch by 2 weeks
- **Why**: Need more time for security review
- **Decided**: Product + Security alignment
- **Impact**: Affects Q4 roadmap planning
## Action Items
### High Priority
- [ ] Complete security audit (Bob, Due: Friday)
- [ ] Prepare Vue 3 migration plan (Carol, Due: Monday)
### Medium Priority
- [ ] Schedule team Vue 3 training (Alice, Due: Next week)
### Low Priority
- [ ] Document decision rationale (Bob, Due: End of sprint)
## Key Discussion Points
- Concerns about timeline slippage
- Team enthusiasm for Vue 3 adoption
- Need for better documentation
## Follow-up Required
- Confirm security audit scope with CTO
- Get client approval for 2-week delay
- Check team training capacity
Option 2: JSON Structure
{
"meeting": {
"title": "Q4 Planning",
"date": "2024-11-08",
"participants": ["Alice", "Bob", "Carol"]
},
"decisions": [
{
"id": "D1",
"description": "Adopt Vue 3",
"rationale": "Better TS support",
"decider": "Consensus",
"impact": "Requires team training"
}
],
"actionItems": [
{
"id": "A1",
"task": "Complete security audit",
"owner": "Bob",
"dueDate": "2024-11-10",
"priority": "HIGH",
"context": "Required before launch"
}
],
"followUp": ["Confirm security audit scope", "Get client approval"]
}
Examples
Example 1: Product Planning Meeting
Input Meeting Notes:
Meeting: Product Planning - Q1 2025
Attendees: Sarah (PM), Mike (Lead Dev), Lisa (Designer)
Topics:
1. User feedback analysis - lots of requests for dark mode
2. Performance issues reported in production
3. Q1 roadmap planning
Decisions:
- Will implement dark mode as primary feature
- Will address performance issues first (performance is blocking)
- Delaying mobile app until Q2
Action items:
Sarah will brief the team on user feedback by tomorrow
Mike will create performance improvement plan by Friday
Lisa will start dark mode design exploration next week
Need to schedule meeting with exec team for roadmap approval
Issues:
- Performance work might delay features
- Team capacity might be tight with both performance + dark mode
- Mobile app delay will disappoint some users
Output:
# Q1 2025 Product Planning Synthesis
## Decisions
1. **Implement dark mode as primary Q1 feature**
- Why: High user demand from feedback analysis
- Impact: Becomes focus of design/feature work
2. **Prioritize performance issues before new features**
- Why: Blocking production users
- Impact: Requires dedicated engineering time first
3. **Delay mobile app to Q2**
- Why: Capacity and roadmap constraints
- Impact: Will disappoint some users, needs communication
## Action Items
### Critical Path
- [ ] Performance improvement plan (Mike, Due: Friday)
- Context: Blocking roadmap
- Unblocks: Dark mode feature work
### High Priority
- [ ] Team briefing on user feedback (Sarah, Due: Tomorrow)
- [ ] Dark mode design exploration (Lisa, Due: Next week)
### Follow-up Required
- [ ] Executive team meeting on Q1 roadmap
- [ ] Communication plan for mobile app delay
- [ ] Capacity planning for parallel work streams
## Key Concerns
- Tight team capacity with performance + dark mode
<How to use meeting-synthesizer on Cursor
AI-first code editor with Composer
Prerequisites
Before installing skills in Cursor, ensure your development environment meets these requirements:
- ›Cursor installed and configured on your development machine
- ›Node.js version 16.0+ with npm package manager (verify with
node --version) - ›Active project directory or workspace where you want to add meeting-synthesizer
Execute installation command
Execute the skills CLI command in your project's root directory to begin installation:
The skills CLI fetches meeting-synthesizer from GitHub repository rysweet/amplihack and configures it for Cursor.
Select Cursor when prompted
The CLI will show a list of available agents. Use arrow keys to navigate and space to select Cursor:
Verify installation
Confirm successful installation by checking the skill directory location:
Reload or restart Cursor to activate meeting-synthesizer. Access the skill through slash commands (e.g., /meeting-synthesizer) or your agent's skill management interface.
Security & Verification Notice
We perform automated surface-level scans (Gen AI Scanner, Socket, Snyk) during installation. These checks detect common vulnerabilities but do not guarantee complete security. Always review skill source code and verify the publisher's reputation before production use.
Skills execute code in your development environment. Always verify the publisher's identity, review recent commits, and test in isolated environments before production deployment.
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Use Cases▌
User Story & Requirements Generation
Create detailed user stories, acceptance criteria, and feature specs
Example
Generate user stories for 'password reset feature' with acceptance criteria, edge cases, and test scenarios
Reduce spec writing time by 50%, ensure comprehensive coverage
Competitive Analysis
Research competitors, compare features, identify gaps
Example
Analyze 5 competitor products, create feature comparison matrix, suggest differentiation opportunities
Complete competitive research in 2 hours instead of 2 days
Roadmap Prioritization
Evaluate features using frameworks (RICE, ICE, Kano) and create prioritized backlogs
Example
Score 20 feature ideas using RICE framework, generate prioritized roadmap with rationale
Make data-driven prioritization decisions faster
Stakeholder Communication
Draft PRDs, status updates, and stakeholder presentations
Example
Create executive summary of Q3 roadmap, monthly progress report, feature launch announcement
Save 3-5 hours/week on communication overhead
Implementation Guide▌
Prerequisites
- ›Claude Desktop or compatible AI client
- ›Access to product documentation and roadmap tools (Jira, Notion, etc.)
- ›Understanding of product management frameworks (RICE, Jobs-to-be-Done, etc.)
- ›Stakeholder contact information and communication channels
Time Estimate
30-60 minutes to see productivity improvements
Installation Steps
- 1.Install product management skill
- 2.Start with user story generation for known feature
- 3.Progress to competitive analysis: research 2-3 competitors
- 4.Use for roadmap prioritization: apply RICE/ICE scoring
- 5.Draft stakeholder communications and refine based on feedback
- 6.Build template library for recurring PM tasks
- 7.Share effective prompts with product team
Common Pitfalls
- ⚠Not validating competitive research—verify facts before sharing
- ⚠Accepting user stories without involving engineering team
- ⚠Over-relying on frameworks without qualitative judgment
- ⚠Not customizing outputs to company culture and communication style
- ⚠Skipping stakeholder validation of generated requirements
Best Practices▌
✓ Do
- +Validate research and competitive analysis with real data
- +Collaborate with engineering when generating technical requirements
- +Customize frameworks and templates to your company context
- +Use skill for first drafts, refine with stakeholder input
- +Document successful prompt patterns for PM tasks
- +Combine AI efficiency with human judgment and intuition
✗ Don't
- −Don't publish competitive analysis without fact-checking
- −Don't finalize user stories without engineering review
- −Don't make prioritization decisions solely on AI scoring
- −Don't skip customer validation of generated requirements
- −Don't ignore company-specific context and culture
💡 Pro Tips
- ★Provide context: company goals, constraints, customer feedback
- ★Ask for alternatives: 'Show 3 ways to prioritize this roadmap'
- ★Request stakeholder-specific formatting: 'Executive summary vs. engineering spec'
- ★Use skill for 70% generation + 30% customization to company needs
When to Use This▌
✓ Use When
Use for user story writing, competitive research, roadmap prioritization, stakeholder communication, and PRD drafting. Best for reducing repetitive documentation and research work.
✗ Avoid When
Avoid for strategic product vision (requires deep customer empathy), pricing decisions (needs market and financial expertise), or when face-to-face customer discovery is more valuable than speed.
Learning Path▌
- 1Basic: user stories, feature specs, status updates
- 2Intermediate: competitive analysis, prioritization frameworks, PRDs
- 3Advanced: product strategy, go-to-market planning, OKR setting
- 4Expert: product vision, market positioning, business model innovation
Discussion
Product Hunt–style comments (not star reviews)- No comments yet — start the thread.
Ratings
4.7★★★★★33 reviews- ★★★★★Omar Reddy· Dec 28, 2024
meeting-synthesizer reduced setup friction for our internal harness; good balance of opinion and flexibility.
- ★★★★★Chaitanya Patil· Dec 20, 2024
meeting-synthesizer has been reliable in day-to-day use. Documentation quality is above average for community skills.
- ★★★★★Kaira Park· Dec 8, 2024
meeting-synthesizer is among the better-maintained entries we tried; worth keeping pinned for repeat workflows.
- ★★★★★Nia Jain· Nov 27, 2024
Keeps context tight: meeting-synthesizer is the kind of skill you can hand to a new teammate without a long onboarding doc.
- ★★★★★Tariq Ndlovu· Nov 19, 2024
meeting-synthesizer has been reliable in day-to-day use. Documentation quality is above average for community skills.
- ★★★★★Piyush G· Nov 11, 2024
meeting-synthesizer reduced setup friction for our internal harness; good balance of opinion and flexibility.
- ★★★★★Aanya Okafor· Oct 18, 2024
I recommend meeting-synthesizer for anyone iterating fast on agent tooling; clear intent and a small, reviewable surface area.
- ★★★★★Tariq Nasser· Oct 10, 2024
meeting-synthesizer fits our agent workflows well — practical, well scoped, and easy to wire into existing repos.
- ★★★★★Shikha Mishra· Oct 2, 2024
We added meeting-synthesizer from the explainx registry; install was straightforward and the SKILL.md answered most questions upfront.
- ★★★★★Ira Abebe· Sep 25, 2024
meeting-synthesizer reduced setup friction for our internal harness; good balance of opinion and flexibility.
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