Frames product design problems before solutions exist.
Generates Strategy pattern for PHP 8.4. Creates interchangeable algorithm families with context class, strategy interface, and concrete…
Turns a vague direction into a written set of choices, including one thing you will not do.
Stream-JSON chaining for multi-agent pipelines, data transformation, and sequential workflows
Automate Streamtime tasks via Rube MCP (Composio).
Design complete streets with proper cross-sections, lane allocation, pedestrian and cycling infrastructure, intersection design, and…
Strict RED->GREEN->REFACTOR test-driven development with enforcement.
Automate Stripe tasks via Rube MCP (Composio): customers, charges, subscriptions, invoices, products, refunds.
Generates and validates complex Stripe CLI fixture JSON files for multi-step payment flows and automated test data setup.
Master Stripe payment processing integration for robust, PCI-compliant payment flows including checkout, subscriptions, webhooks, and…
Structural equation modeling with latent variables guide
Surface the structural truth of the codebase: coupling, cycles, dead code, parallel implementations, deprecated paths, abandoned…
Structural variant detection skill for identifying CNVs, inversions, translocations, and complex rearrangements
Use when organizing an American Historical Review (AHR) article so narrative and analysis work together within the roughly 8,000-word…
Implements standardized, structured logging and sensitive data handling to improve application observability and debugging.
Use when working with Harvard Law Review (HLR) student editors after an offer — the intensive substantive and technical edit, the…
Metrics framework for monitoring engagement, progression, and completion.
Guides researchers in preparing and optimizing manuscripts for 《科学学研究》 (Studies in Science of Science), covering framing, style, and…
Use when designing studies and measurement for a Journal of Applied Psychology (JAP) manuscript so they meet the journal's high bar on…
Use to confirm study-design rigor and the mandatory prospective trial registration, protocol, and statistical analysis plan before writing…
Deep-dive into Viv internals or the user's project.