About

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

TwinMind Cost Tuning

Name: twinmind-cost-tuning
Author: jeremylongshore

Overview

Optimize TwinMind costs across Free, Pro ($10/mo), and Enterprise tiers with usage monitoring and tier selection guidance. 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 configuration
const config = {
  apiKey: process.env.TWINMIND_API_KEY,
  model: "ear-3", // Transcription model
  aiModels: ["gpt-4", "claude", "gemini"], // Summary models
};

Step 2: Implementation

// TwinMind Cost Tuning 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 Cost Tuning 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 cost tuning with default TwinMind settings for standard meeting workflows.

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

Use it

Copy one of these into your project. Installing also returns the manifest and these snippets.

yaml

targets:
  - https://api.opensmartroute.ai/api/v1/registry/jeremylongshore-tons-of-skills-marketplace-twinmind-cost-tuning/manifest   # or paste the manifest below

Manifest

An Open Capability Manifest: the router reads it to know what this does, what it costs and when to pick it.

jeremylongshore-tons-of-skills-marketplace-twinmind-cost-tuning.ocm.jsonjson

{
  "ocm": "1",
  "id": "jeremylongshore-tons-of-skills-marketplace-twinmind-cost-tuning",
  "kind": "skill",
  "name": "twinmind-cost-tuning",
  "description": "Optimize TwinMind costs across Free, Pro ($10/mo), and Enterprise tiers with usage monitoring and tier selection guidance. Use when implementing cost tuning, or managing TwinMind meeting AI operations. Trigger with phrases like \"twinmind cost tuning\", \"twinmind cost tuning\".",
  "publisher": "jeremylongshore",
  "version": "1.0.0",
  "capabilities": {
    "domains": [
      "math"
    ],
    "tags": [
      "skill-md",
      "saas",
      "twinmind",
      "cost-optimization",
      "skills-sh"
    ],
    "languages": [
      "en"
    ]
  },
  "quality_prior": 0.6,
  "examples": [
    "Optimize TwinMind costs across Free, Pro ($10/mo), and Enterprise tiers with usage monitoring and tier selection guidance. Use when implementing cost tuning, or managing TwinMind meeting AI operations. Trigger with phrases like \"twinmind cost tuning\", \"twinmind cost tuning\"."
  ],
  "primary": false,
  "metadata": {
    "source": {
      "provider": "skills.sh",
      "repository": "https://github.com/jeremylongshore/tons-of-skills-marketplace",
      "path": "skills/.curated/twinmind-cost-tuning/SKILL.md",
      "ref": "HEAD",
      "url": "https://github.com/jeremylongshore/tons-of-skills-marketplace/blob/HEAD/skills/.curated/twinmind-cost-tuning/SKILL.md",
      "key": "jeremylongshore/tons-of-skills-marketplace/skills/.curated/twinmind-cost-tuning/SKILL.md"
    },
    "compatibility": "Designed for Claude Code",
    "allowed_tools": [
      "Read,",
      "Write,",
      "Edit,",
      "Bash(npm:*),",
      "Bash(curl:*),",
      "Grep"
    ],
    "license": "MIT"
  },
  "instructions": "# TwinMind Cost Tuning\n\n## Overview\n\nOptimize TwinMind costs across Free, Pro ($10/mo), and Enterprise tiers with usage monitoring and tier selection guidance. TwinMind uses the Ear-3 speech model (5.26% WER, 3.8% DER) for transcription, with GPT-4, Claude, and Gemini for AI summarization.\n\n## Prerequisites\n\n- TwinMind account (Free, Pro $10/mo, or Enterprise)\n- Chrome extension installed and authenticated\n- Understanding of TwinMind workflow\n\n## Instructions\n\n### Step 1: Setup\n\nTwinMind operates as a Chrome extension and mobile app with optional API access for Pro/Enterprise users.\n\n```javasc",
  "cost": {
    "context_tokens": 773
  }
}

Fetch it by URL: GET /api/v1/registry/jeremylongshore-tons-of-skills-marketplace-twinmind-cost-tuning/manifest?version=1.0.0

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