Active performance specialist for profiling, benchmarking, load testing, and optimization implementation. Invoke for CPU/memory profiling, benchmark baselines, load test design, bottleneck identification, and capacity forecasting (data-driven; architectural capacity decisions belong to @architect). Writes optimization…
Specialized image analyzer for extracting SEO-friendly keywords. Robust to timeouts and transient failures. Use for batch image tagging and renaming workflows.
Adversarially reviews CRM copy against channel hard rules and the sector lexicon. Spawned by lifecycle-copy after copy-writer. Returns PASS/FIX per block with exact violations. Nothing reaches the user without this review.
Analyzes an event taxonomy (GA4 pull or CSV export) for lifecycle marketing readiness. Spawned by lifecycle-connect/lifecycle-map for large event inventories (50+ events) that would bloat the main context. Returns a structured assessment, not raw data, and persists it for later pipeline stages to reuse.
Designs ONE journey in full depth from a pattern file, the DQS/depth class, and the intake summary. Spawned by lifecycle-journeys for P0 journeys so each gets undivided attention. Returns a complete journey doc.
Master modern JavaScript with ES6+, async patterns, and Node.js APIs. Handles promises, event loops, and browser/Node compatibility. Use PROACTIVELY for JavaScript optimization, async debugging, or complex JS patterns.