Imported from jeremylongshore/tons-of-skills-marketplace (skills/.curated/twinmind-hello-world/SKILL.md). Install upstream with npx skills add jeremylongshore/tons-of-skills-marketplace --skill twinmind-hello-world. Copyright stays with the author (MIT).

TwinMind Hello World

Name: twinmind-hello-world
Author: jeremylongshore

Overview

Create your first meeting transcription with AI-generated summary and action items.

Prerequisites

Completed twinmind-install-auth setup
Chrome extension authenticated
Microphone permissions granted
Active internet connection

Instructions

Step 1: Start a Test Meeting

Option A - Browser Meeting:

Open Google Meet, Zoom, or Teams in browser
Start or join a test call
Click TwinMind extension icon
Click "Start Transcribing"

Option B - Voice Memo:

Click TwinMind extension icon
Select "Voice Memo" mode
Click the microphone button
Start speaking

Step 2: Speak Test Content

For a meaningful test, speak for 30-60 seconds covering:

"Welcome to today's project status meeting.
We have three items on the agenda.

First, the mobile app launch is scheduled for next Friday.
Sarah will handle the App Store submission.

Second, we need to review the Q1 budget.
John, please send the spreadsheet by Wednesday.

Third, the customer feedback survey shows 85% satisfaction.
We should schedule a follow-up meeting next week to discuss improvements."

Step 3: Stop and Generate Summary

Click "Stop Transcribing" button
Wait for processing (5-10 seconds)
TwinMind automatically generates:
- Full transcript with timestamps
- Meeting summary
- Action items with owners
- Key discussion points

Step 4: Review Output

Expected transcript output:

[00:00] Welcome to today's project status meeting...
[00:05] We have three items on the agenda...
[00:12] First, the mobile app launch is scheduled for next Friday...
[00:18] Sarah will handle the App Store submission...

Expected AI summary:

## Meeting Summary
Project status meeting covering mobile app launch, Q1 budget review,
and customer feedback analysis.

## Action Items
- [ ] Sarah: Submit app to App Store (Due: Friday)
- [ ] John: Send Q1 budget spreadsheet (Due: Wednesday)
- [ ] Team: Schedule follow-up meeting for feedback discussion

## Key Points
- Mobile app launching next Friday
- Customer satisfaction at 85%
- Budget review pending

Step 5: Access Memory Vault

After the meeting:

// TwinMind stores transcripts in your Memory Vault
// Access via extension sidebar or ask AI:

"What did we discuss about the mobile app launch?"
"Who is responsible for the budget spreadsheet?"
"When is the next meeting scheduled?"

Step 6: Test Cross-Platform Sync (Optional)

Open TwinMind mobile app
Sign in with same account
Verify transcript appears in app
Test AI queries on mobile

Output

Complete meeting transcript with timestamps
AI-generated summary document
Extracted action items with assignees
Content indexed in Memory Vault
Console output showing:

Transcription complete!
Duration: 1m 23s
Words: 156
Speakers: 1
Language: English
AI Summary: Generated
Action Items: 3 extracted

Error Handling

Error	Cause	Solution
No audio detected	Microphone not selected	Check audio input settings
Transcript empty	Audio too quiet	Increase microphone volume
Summary not generated	Processing timeout	Retry or check network
Speaker labels wrong	Single speaker test	Use multi-speaker content
Sync failed	Network interruption	Check connection, retry

Understanding the Output

Transcript Quality Metrics

// TwinMind uses Ear-3 model with:
// - 5.26% Word Error Rate (industry-leading)
// - 3.8% Diarization Error Rate
// - 140+ language support

// Quality indicators in UI:
// - Green: High confidence (>95%)
// - Yellow: Medium confidence (80-95%)
// - Red: Low confidence (<80%)

AI Model Selection

TwinMind routes queries to optimal models:

Summaries: GPT-4 or Claude
Quick answers: Gemini Flash
Memory search: Custom embeddings

Examples

Quick Voice Memo

// Perfect for capturing ideas on the go
// 1. Click extension
// 2. Voice memo mode
// 3. Speak thought
// 4. Auto-transcribed and indexed

"Note to self: Follow up with the design team about
the new color palette before Thursday's review."

// Result: Indexed, searchable, reminded via calendar

Meeting with Multiple Speakers

// TwinMind automatically labels speakers
// Speaker diarization identifies who said what

// Output format:
// [Speaker 1 - 00:00]: "Let's start the standup..."
// [Speaker 2 - 00:15]: "I completed the API integration..."
// [Speaker 1 - 00:32]: "Great work. Any blockers?"

Resources

Next Steps

Proceed to twinmind-local-dev-loop for development workflow integration.

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twinmind-hello-world

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