Agent skill

twinmind-observability

Monitor TwinMind transcription quality, meeting coverage, action item extraction rates, and memory vault health. Use when implementing observability, or managing TwinMind meeting AI operations. Trigger with phrases like "twinmind observability", "twinmind observability".

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Install this agent skill to your Project

npx add-skill https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/main/plugins/saas-packs/twinmind-pack/skills/twinmind-observability

SKILL.md

TwinMind Observability

Overview

Monitor TwinMind transcription quality, meeting coverage, action item extraction rates, and memory vault health. TwinMind uses the Ear-3 speech model (5.26% WER, 3.8% DER) for transcription, with GPT-4, Claude, and Gemini for AI summarization.

Prerequisites

  • TwinMind account (Free, Pro $10/mo, or Enterprise)
  • Chrome extension installed and authenticated
  • Understanding of TwinMind workflow

Instructions

Step 1: Setup

TwinMind operates as a Chrome extension and mobile app with optional API access for Pro/Enterprise users.

bash
# TwinMind API access (Pro/Enterprise)
export TWINMIND_API_KEY="your-api-key"
curl -H "Authorization: Bearer $TWINMIND_API_KEY" https://api.twinmind.com/v1/health
# Expected: {"status": "ok"}


Step 2: Implementation

javascript
// TwinMind Observability implementation
// Core TwinMind integration
const twinmind = {
  transcriptionModel: "ear-3",
  languages: ["en", "es", "ko", "ja", "fr"],
  features: ["transcription", "summary", "action-items"],
  privacyMode: "on-device", // Audio never stored
};

// Check transcription capabilities
async function verify() {
  const health = await fetch("https://api.twinmind.com/v1/health");
  console.log("TwinMind status:", await health.json());
}

Step 3: Verification

bash
# Verify TwinMind integration
curl -H "Authorization: Bearer $TWINMIND_API_KEY" https://api.twinmind.com/v1/health | jq .

Key TwinMind Specifications

Feature Specification
Transcription model Ear-3 (5.26% WER)
Speaker diarization 3.8% DER
Languages 140+ supported
Audio processing On-device (no recordings stored)
AI models GPT-4, Claude, Gemini (auto-routed)
Platforms Chrome extension, iOS, Android
Pricing Free / Pro $10/mo / Enterprise custom

Output

  • TwinMind Observability configured and verified
  • TwinMind integration operational
  • Meeting transcription workflow ready

Error Handling

Error Cause Solution
Microphone access denied Browser permissions not granted Enable in Chrome settings
Transcription not starting Audio source not detected Check microphone selection
API key invalid Incorrect or expired key Regenerate in TwinMind dashboard
Sync failed Network interruption Check connection, retry
Calendar disconnect OAuth token expired Re-authorize in Settings

Resources

Next Steps

See twinmind-prod-checklist for production readiness.

Examples

Basic: Configure observability with default TwinMind settings for standard meeting workflows.

Enterprise: Customize for high-volume meeting transcription with monitoring and alerting.

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