技能 效率工具 双脑AI可观测性与健康监控

双脑AI可观测性与健康监控

v20260423
twinmind-observability
该技能旨在为TwinMind AI会议系统提供全面的可观测性监控。用户可以实时监测关键性能指标,如转录质量、会议覆盖率、行动项提取准确性以及记忆库健康度。适用于企业级AI会议流程的配置和验证,确保知识管理和会议纪要的稳定高效运行。
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概览

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

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.

信息
Category 效率工具
Name twinmind-observability
版本 v20260423
大小 4.24KB
更新时间 2026-04-28
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