A/B Test Setup
Use when designing an A/B or split test: define the hypothesis, control and variants, estimate sample size, verify tracking, and predeclare metrics and stopping rules.
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Optimize Speak API costs through usage monitoring, tier selection, and
---
name: speak-cost-tuning-53e0b8198515
description: 'Optimize Speak API costs through usage monitoring, tier selection, and
efficient audio processing.
Use when implementing cost tuning,
or managing Speak language learning platform operations.
Trigger with phrases like "speak cost tuning", "speak cost tuning".
'
allowed-tools: Read, Write, Edit, Bash(npm:*), Bash(curl:*), Grep
version: 1.14.0
license: MIT
author: Jeremy Longshore <jeremy@intentsolutions.io>
tags:
- saas
- speak
- api
compatibility: Designed for Claude Code
---
# Speak Cost Tuning
## Overview
Optimize Speak API costs through usage monitoring, tier selection, and efficient audio processing.
## Prerequisites
- Completed `speak-install-auth` setup
- Valid API credentials configured
- Understanding of Speak API patterns
## Instructions
### Step 1: Configuration
Configure cost tuning for your Speak integration. Speak uses OpenAI's GPT-4o for AI tutoring and Whisper for speech recognition.
```typescript
// speak_cost_tuning_config.ts
const config = {
apiKey: process.env.SPEAK_API_KEY!,
appId: process.env.SPEAK_APP_ID!,
environment: process.env.NODE_ENV || 'development',
};
```
### Step 2: Implementation
```typescript
// Core implementation for speak cost tuning
import { SpeakClient } from '@speak/language-sdk';
const client = new SpeakClient(config);
// Production-ready implementation
async function setup() {
const health = await client.health.check();
console.log("Status:", health.status);
return health;
}
```
### Step 3: Verification
```bash
curl -sf -H "Authorization: Bearer $SPEAK_API_KEY" https://api.speak.com/v1/health | jq .
```
## Output
- Speak Cost Tuning configured and verified
- Production-ready Speak integration
- Error handling and monitoring in place
## Error Handling
| Error | Cause | Solution |
|-------|-------|----------|
| 401 Unauthorized | Invalid API key | Verify SPEAK_API_KEY |
| 429 Rate Limited | Too many requests | Implement backoff |
| Connection timeout | Network issue | Check connectivity to api.speak.com |
| Audio format error | Wrong codec | Convert to WAV 16kHz mono |
## Resources
- [Speak Website](https://speak.com)
- [OpenAI Realtime API](https://platform.openai.com/docs/guides/realtime)
- [Speak GPT-4 Blog](https://speak.com/blog/speak-gpt-4)
## Next Steps
For production checklist, see `speak-prod-checklist`.
## Examples
**Basic**: Apply cost tuning with default settings for a standard Speak integration.
**Production**: Configure with monitoring, alerting, and team-specific language learning requirements.
---
name: speak-cost-tuning-53e0b8198515
description: 'Optimize Speak API costs through usage monitoring, tier selection, and
efficient audio processing.
Use when implementing cost tuning,
or managing Speak language learning platform operations.
Trigger with phrases like "speak cost tuning", "speak cost tuning".
'
allowed-tools: Read, Write, Edit, Bash(npm:*), Bash(curl:*), Grep
version: 1.14.0
license: MIT
author: Jeremy Longshore <jeremy@intentsolutions.io>
tags:
- saas
- speak
- api
compatibility: Designed for Claude Code
---
# Speak Cost Tuning
## Overview
Optimize Speak API costs through usage monitoring, tier selection, and efficient audio processing.
## Prerequisites
- Completed `speak-install-auth` setup
- Valid API credentials configured
- Understanding of Speak API patterns
## Instructions
### Step 1: Configuration
Configure cost tuning for your Speak integration. Speak uses OpenAI's GPT-4o for AI tutoring and Whisper for speech recognition.
```typescript
// speak_cost_tuning_config.ts
const config = {
apiKey: process.env.SPEAK_API_KEY!,
appId: process.env.SPEAK_APP_ID!,
environment: process.env.NODE_ENV || 'development',
};
```
### Step 2: Implementation
```typescript
// Core implementation for speak cost tuning
import { SpeakClient } from '@speak/language-sdk';
const client = new SpeakClient(config);
// Production-ready implementation
async function setup() {
const health = await client.health.check();
console.log("Status:", health.status);
return health;
}
```
### Step 3: Verification
```bash
curl -sf -H "Authorization: Bearer $SPEAK_API_KEY" https://api.speak.com/v1/health | jq .
```
## Output
- Speak Cost Tuning configured and verified
- Production-ready Speak integration
- Error handling and monitoring in place
## Error Handling
| Error | Cause | Solution |
|-------|-------|----------|
| 401 Unauthorized | Invalid API key | Verify SPEAK_API_KEY |
| 429 Rate Limited | Too many requests | Implement backoff |
| Connection timeout | Network issue | Check connectivity to api.speak.com |
| Audio format error | Wrong codec | Convert to WAV 16kHz mono |
## Resources
- [Speak Website](https://speak.com)
- [OpenAI Realtime API](https://platform.openai.com/docs/guides/realtime)
- [Speak GPT-4 Blog](https://speak.com/blog/speak-gpt-4)
## Next Steps
For production checklist, see `speak-prod-checklist`.
## Examples
**Basic**: Apply cost tuning with default settings for a standard Speak integration.
**Production**: Configure with monitoring, alerting, and team-specific language learning requirements.
Imported from the listed AgentSkill.sh category. Complete supplied package files and notices are retained. Required external tools and credentials are not installed. No bundled code was executed during import. Individual agent task behavior has not been tested.