Use when a Godot/.NET task needs a Layer 4 overlay upgrade review that evaluates engine, SDK, C# compatibility, addons/plugins, export…
Transform Vertica DDL (views, tables, stored procedures) into production-quality dbt models compatible with Snowflake, maintaining the…
Library of reusable solution briefs, architecture, and pricing frames per industry.
Transforms long-form video into vertical social clips with dynamic face-tracking zoom, karaoke-style subtitles, and audio censorship.
Vets whether to build a feature from scratch, use an existing free/open-source solution, or pay for a third-party API/service.
Use when improving accessibility — WCAG 2.2 compliance across Perceivable, Operable, Understandable, Robust.
Use when designing APIs or module boundaries — contract-first, Hyrum Law, error semantics.
Use when making CEO decisions — vision, market, and organizational strategy.
Use when creating SEO blog content — topic research, outline, draft, and optimization.
Use when agent sessions generate long histories, context window limits are hit, or you need to preserve decisions and artifact trails…
Use when running autonomous research — plan, search, read, and synthesize into reports.
Use when making architectural decisions, changing APIs, or shipping features — write Architecture Decision Records and API docs that…
Use when building UI components — design systems, state, responsive, a11y.
Use when making any code change — trunk-based development, atomic commits, change sizing (~100 lines), and the commit-as-save-point pattern.
Use when you have a rough concept that needs divergent and convergent exploration.
Use when optimizing for SEO — technical, on-page, structured data, and mobile-friendliness.
Master workflow controller for Lovable-style development.
ClickHouse database patterns, query optimization, analytics, and data engineering best practices for high-performance analytical workloads.
Generate design systems with color palettes, typography, spacing scales, component tokens, and Tailwind config
Professional DOCX document creation, editing, and formatting using OpenXML SDK (.NET).
User story generation - INVEST criteria, acceptance criteria (BDD/Given-When-Then), story mapping, epic decomposition, edge case stories…