assemblyai-prod-checklist

Execute AssemblyAI production deployment checklist and rollback procedures. Use when deploying AssemblyAI integrations to production, preparing for launch, or implementing go-live procedures for transcription services. Trigger with phrases like "assemblyai production", "deploy assemblyai", "assemblyai go-live", "assemblyai launch checklist".

1,868 stars

Best use case

assemblyai-prod-checklist is best used when you need a repeatable AI agent workflow instead of a one-off prompt.

Execute AssemblyAI production deployment checklist and rollback procedures. Use when deploying AssemblyAI integrations to production, preparing for launch, or implementing go-live procedures for transcription services. Trigger with phrases like "assemblyai production", "deploy assemblyai", "assemblyai go-live", "assemblyai launch checklist".

Teams using assemblyai-prod-checklist should expect a more consistent output, faster repeated execution, less prompt rewriting.

When to use this skill

  • You want a reusable workflow that can be run more than once with consistent structure.

When not to use this skill

  • You only need a quick one-off answer and do not need a reusable workflow.
  • You cannot install or maintain the underlying files, dependencies, or repository context.

Installation

Claude Code / Cursor / Codex

$curl -o ~/.claude/skills/assemblyai-prod-checklist/SKILL.md --create-dirs "https://raw.githubusercontent.com/jeremylongshore/claude-code-plugins-plus-skills/main/plugins/saas-packs/assemblyai-pack/skills/assemblyai-prod-checklist/SKILL.md"

Manual Installation

  1. Download SKILL.md from GitHub
  2. Place it in .claude/skills/assemblyai-prod-checklist/SKILL.md inside your project
  3. Restart your AI agent — it will auto-discover the skill

How assemblyai-prod-checklist Compares

Feature / Agentassemblyai-prod-checklistStandard Approach
Platform SupportNot specifiedLimited / Varies
Context Awareness High Baseline
Installation ComplexityUnknownN/A

Frequently Asked Questions

What does this skill do?

Execute AssemblyAI production deployment checklist and rollback procedures. Use when deploying AssemblyAI integrations to production, preparing for launch, or implementing go-live procedures for transcription services. Trigger with phrases like "assemblyai production", "deploy assemblyai", "assemblyai go-live", "assemblyai launch checklist".

Where can I find the source code?

You can find the source code on GitHub using the link provided at the top of the page.

Related Guides

SKILL.md Source

# AssemblyAI Production Checklist

## Overview
Complete checklist for deploying AssemblyAI-powered transcription services to production with health checks, monitoring, and rollback procedures.

## Prerequisites
- Staging environment tested and verified
- Production API key from https://www.assemblyai.com/app/account
- Deployment pipeline configured
- Monitoring stack ready

## Instructions

### Pre-Deployment Checklist

#### API Key & Auth
- [ ] Production API key stored in secrets manager (not env files)
- [ ] Key is separate from dev/staging keys
- [ ] Temporary token endpoint configured for browser streaming
- [ ] API key rotation procedure documented

#### Code Quality
- [ ] All `transcript.status === 'error'` cases handled
- [ ] Rate limit retry with exponential backoff implemented
- [ ] No hardcoded API keys or audio URLs
- [ ] PII redaction enabled for sensitive audio content
- [ ] Webhook URL uses HTTPS
- [ ] Audio file upload size validated before submission

#### Error Handling
- [ ] 429 (rate limit) triggers retry with backoff
- [ ] 5xx (server error) triggers retry with backoff
- [ ] 401 (auth error) triggers alert, no retry
- [ ] `transcript.status === 'error'` logged with transcript ID and error message
- [ ] WebSocket disconnect triggers reconnection for streaming
- [ ] LeMUR errors handled (invalid transcript ID, context too long)

#### Performance
- [ ] Transcript results cached where appropriate
- [ ] Concurrent transcription jobs limited via queue (p-queue or similar)
- [ ] Webhook processing is async (don't block the response)
- [ ] Long audio files processed with `webhook_url` instead of polling

### Health Check Implementation

```typescript
import { AssemblyAI } from 'assemblyai';

const client = new AssemblyAI({
  apiKey: process.env.ASSEMBLYAI_API_KEY!,
});

export async function healthCheck(): Promise<{
  status: 'healthy' | 'degraded' | 'down';
  assemblyai: { connected: boolean; latencyMs: number };
}> {
  const start = Date.now();
  try {
    // List transcripts as a lightweight connectivity check
    await client.transcripts.list({ limit: 1 });
    return {
      status: 'healthy',
      assemblyai: { connected: true, latencyMs: Date.now() - start },
    };
  } catch (error) {
    return {
      status: 'degraded',
      assemblyai: { connected: false, latencyMs: Date.now() - start },
    };
  }
}
```

### Webhook-Based Processing (Recommended for Production)

```typescript
// Instead of polling, use webhooks for transcription completion
const transcript = await client.transcripts.submit({
  audio: audioUrl,
  webhook_url: 'https://your-app.com/webhooks/assemblyai',
  webhook_auth_header_name: 'X-Webhook-Secret',
  webhook_auth_header_value: process.env.ASSEMBLYAI_WEBHOOK_SECRET!,
  speaker_labels: true,
  sentiment_analysis: true,
});

console.log('Submitted:', transcript.id, '(webhook will fire on completion)');
```

```typescript
// Webhook handler
import express from 'express';

app.post('/webhooks/assemblyai', express.json(), async (req, res) => {
  // Verify auth header
  const secret = req.headers['x-webhook-secret'];
  if (secret !== process.env.ASSEMBLYAI_WEBHOOK_SECRET) {
    return res.status(401).json({ error: 'Unauthorized' });
  }

  const { transcript_id, status } = req.body;

  if (status === 'completed') {
    // Fetch full transcript
    const transcript = await client.transcripts.get(transcript_id);
    await processCompletedTranscript(transcript);
  } else if (status === 'error') {
    console.error(`Transcript ${transcript_id} failed:`, req.body.error);
    await handleFailedTranscript(transcript_id, req.body.error);
  }

  res.status(200).json({ received: true });
});
```

### Monitoring & Alerting

| Alert | Condition | Severity |
|-------|-----------|----------|
| API unreachable | Health check fails 3x consecutive | P1 |
| High error rate | >5% of transcriptions fail | P2 |
| Rate limited | 429 errors > 5/min | P2 |
| Auth failure | Any 401 response | P1 |
| Slow transcription | Queue wait > 5 min | P3 |
| Webhook delivery failure | Webhook retries exhausted | P2 |

### Gradual Rollout

```bash
# 1. Pre-flight: verify AssemblyAI API is healthy
curl -s https://status.assemblyai.com/api/v2/status.json | jq '.status.description'

# 2. Deploy to canary (10% traffic)
# 3. Monitor error rate and latency for 10 minutes
# 4. If healthy, roll to 50%, then 100%
# 5. Keep previous version ready for instant rollback
```

## Output
- Production-ready deployment with health checks
- Webhook-based transcription processing
- Monitoring and alerting configuration
- Gradual rollout strategy

## Error Handling
| Issue | Detection | Response |
|-------|-----------|----------|
| API key invalid in prod | 401 on first call | Rotate key immediately |
| Transcription backlog | Queue size growing | Scale workers, check rate limits |
| Webhook endpoint down | Missed completion events | Poll for stuck transcripts |
| Audio upload timeout | Large file failures | Increase timeout, validate file size |

## Resources
- [AssemblyAI Webhooks Guide](https://www.assemblyai.com/docs/getting-started/webhooks)
- [AssemblyAI Status Page](https://status.assemblyai.com)
- [AssemblyAI Account Management](https://www.assemblyai.com/docs/deployment/account-management)

## Next Steps
For version upgrades, see `assemblyai-upgrade-migration`.

Related Skills

workhuman-prod-checklist

1868
from jeremylongshore/claude-code-plugins-plus-skills

Workhuman prod checklist for employee recognition and rewards API. Use when integrating Workhuman Social Recognition, or building recognition workflows with HRIS systems. Trigger: "workhuman prod checklist".

wispr-prod-checklist

1868
from jeremylongshore/claude-code-plugins-plus-skills

Wispr Flow prod checklist for voice-to-text API integration. Use when integrating Wispr Flow dictation, WebSocket streaming, or building voice-powered applications. Trigger: "wispr prod checklist".

windsurf-prod-checklist

1868
from jeremylongshore/claude-code-plugins-plus-skills

Execute Windsurf production readiness checklist for team and enterprise deployments. Use when rolling out Windsurf to a team, preparing for enterprise deployment, or auditing production configuration. Trigger with phrases like "windsurf production", "windsurf team rollout", "windsurf go-live", "windsurf enterprise deploy", "windsurf checklist".

webflow-prod-checklist

1868
from jeremylongshore/claude-code-plugins-plus-skills

Execute Webflow production deployment checklist — token security, rate limit hardening, health checks, circuit breakers, gradual rollout, and rollback procedures. Use when deploying Webflow integrations to production or preparing for launch. Trigger with phrases like "webflow production", "deploy webflow", "webflow go-live", "webflow launch checklist", "webflow production ready".

vercel-prod-checklist

1868
from jeremylongshore/claude-code-plugins-plus-skills

Vercel production deployment checklist with rollback and promotion procedures. Use when deploying to production, preparing for launch, or implementing go-live and instant rollback procedures. Trigger with phrases like "vercel production", "deploy vercel prod", "vercel go-live", "vercel launch checklist", "vercel promote".

veeva-prod-checklist

1868
from jeremylongshore/claude-code-plugins-plus-skills

Veeva Vault prod checklist for REST API and clinical operations. Use when working with Veeva Vault document management and CRM. Trigger: "veeva prod checklist".

vastai-prod-checklist

1868
from jeremylongshore/claude-code-plugins-plus-skills

Execute Vast.ai production deployment checklist for GPU workloads. Use when deploying training pipelines to production, preparing for large-scale GPU jobs, or auditing production readiness. Trigger with phrases like "vastai production", "deploy vastai", "vastai go-live", "vastai launch checklist".

twinmind-prod-checklist

1868
from jeremylongshore/claude-code-plugins-plus-skills

Complete production deployment checklist for TwinMind integrations. Use when preparing to deploy, auditing production readiness, or ensuring best practices are followed. Trigger with phrases like "twinmind production", "deploy twinmind", "twinmind go-live checklist", "twinmind production ready".

together-prod-checklist

1868
from jeremylongshore/claude-code-plugins-plus-skills

Together AI prod checklist for inference, fine-tuning, and model deployment. Use when working with Together AI's OpenAI-compatible API. Trigger: "together prod checklist".

techsmith-prod-checklist

1868
from jeremylongshore/claude-code-plugins-plus-skills

TechSmith prod checklist for Snagit COM API and Camtasia automation. Use when working with TechSmith screen capture and video editing automation. Trigger: "techsmith prod checklist".

supabase-prod-checklist

1868
from jeremylongshore/claude-code-plugins-plus-skills

Execute Supabase production deployment checklist covering RLS, key hygiene, connection pooling, backups, monitoring, Edge Functions, and Storage policies. Use when deploying to production, preparing for launch, or auditing a live Supabase project for security and performance gaps. Trigger with "supabase production", "supabase go-live", "supabase launch checklist", "supabase prod ready", "deploy supabase", "supabase production readiness".

stackblitz-prod-checklist

1868
from jeremylongshore/claude-code-plugins-plus-skills

Production checklist for WebContainer apps: headers, browser support, fallbacks. Use when working with WebContainers or StackBlitz SDK. Trigger: "stackblitz production".