executing-plans
executing-plans
Use when executing an implementation plan in the current session as the implementer yourself — your human partner chose inline execution, or no subagent tool is available
speak-cost-tuningOptimize 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".
Independent GitHub snapshot · Automated classification · Original documentation governs
name: speak-cost-tuning 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:
Optimize Speak API costs through usage monitoring, tier selection, and efficient audio processing.
speak-install-auth setupConfigure cost tuning for your Speak integration. Speak uses OpenAI's GPT-4o for AI tutoring and Whisper for speech recognition.
// 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',
};
// 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;
}
curl -sf -H "Authorization: Bearer $SPEAK_API_KEY" https://api.speak.com/v1/health | jq .
| 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 |
For production checklist, see speak-prod-checklist.
Basic: Apply cost tuning with default settings for a standard Speak integration.
Production: Configure with monitoring, alerting, and team-specific language learning requirements.