REST API design with resource naming, pagination, versioning, and OpenAPI spec generation
Data engineering patterns for ETL pipelines, data warehousing, Apache Spark, and data quality validation
Kubernetes operations including manifests, Helm charts, operators, troubleshooting, and resource management
Monitoring and observability with OpenTelemetry, Prometheus, Grafana dashboards, and structured logging
Web performance optimization including bundle analysis, lazy loading, caching strategies, and Core Web Vitals
PostgreSQL optimization including indexes, query plans, partitioning, JSONB operations, and connection pooling
Run quality gates, review staged changes for issues, and create a well-crafted conventional commit.
React and Next.js performance optimization guidelines from Vercel Engineering.
(beta) Seed ONE chat into the destination account in-session via the SINK: create-project-if-needed, open a new chat, paste the brief…
Deep operational guide for 15 key-value stores.
Deep operational guide for 12 NewSQL/distributed SQL databases.
Build a roll-forward schedule for a balance-sheet account — beginning balance plus activity less reversals equals ending balance, with…
Restore the .aiwg/ directory from a migrate-workspace backup, listing available backups when none is specified
Daily integration/graduation 12h (T2/Sonnet) — enters into the canon the records produced by the VPS and ready (license_status…
Persistent headless Chromium for the agent.
Programmatic React video. Use for Remotion overlays, motion graphics, or a React composition rendered to mp4. Generated motion only…
First-Year-Associate Mode for Corporate Legal English: guides you step-by-step through unfamiliar terms, deal documents…
5 Whys, Fishbone diagrams, Fault Tree Analysis, and systematic debugging approaches.
Performs evidence-driven, read-only code reviews to detect over-engineering, unnecessary fallbacks, scope drift, and incomplete release…
Use when errors occur deep in execution and you need to trace back to find the original trigger - systematically traces bugs backward…
Comprehensive guide for browser automation and web scraping with go-rod (Chrome DevTools Protocol) including stealth anti-bot-detection…