deepgram-migration-deep-dive

Quick Review

Strong migration skill with comprehensive adapter pattern implementation, phased rollout strategy, and validation tools. Provides complete TypeScript code for multi-provider transcription adapters (Deepgram, AWS Transcribe), migration router with gradual traffic shifting, comparison/validation scripts, and rollback mechanisms. Clear 4-phase migration strategy with feature mapping tables for AWS and Google providers. The description clearly indicates when to invoke this skill. Structure is good with logical flow from strategy through implementation to validation. Novelty is moderate-to-high: while migration patterns are common, the specific implementation of parallel running, A/B comparison, and gradual rollout with automated similarity checking would require significant token usage for a CLI agent to construct from scratch. Minor improvement areas: could benefit from more concrete deployment examples (e.g., Kubernetes configs for traffic splitting) and monitoring/alerting setup, though the core migration logic is thorough and production-ready.