twinmind-observability

v2026.09.24

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".

GitHub
安装命令
npx skhub add jeremylongshore/twinmind-observability
Markdown
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.

# 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

// 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

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

Key TwinMind Specifications

FeatureSpecification
Transcription modelEar-3 (5.26% WER)
Speaker diarization3.8% DER
Languages140+ supported
Audio processingOn-device (no recordings stored)
AI modelsGPT-4, Claude, Gemini (auto-routed)
PlatformsChrome extension, iOS, Android
PricingFree / Pro $10/mo / Enterprise custom

Output

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

Error Handling

ErrorCauseSolution
Microphone access deniedBrowser permissions not grantedEnable in Chrome settings
Transcription not startingAudio source not detectedCheck microphone selection
API key invalidIncorrect or expired keyRegenerate in TwinMind dashboard
Sync failedNetwork interruptionCheck connection, retry
Calendar disconnectOAuth token expiredRe-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.

发现
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版本
最新版本元数据

版本

v2026.09.24

发布时间

2026年9月24日

分类

未分类

许可证

MIT

源路径

skills/.curated/twinmind-observability

默认分支

main

最新提交

e5a6c3b

Tree SHA

c2dc8e8