Shared coroutines configuration for Kotlin Multiplatform.
Gate bounded commands on a multi-user AI/GPU host through scope, ownership, authorization, and resource controls.
Framework-level sharing and privacy for user-authored resources (dashboards, documents, forms, decks, etc.).
Use when you've developed a broadly useful skill and want to contribute it upstream via pull request - guides process of branching…
Modify a lesson plan using SIOP sheltered instruction principles to support language learners across all four skills.
Build automated billing systems for recurring payments, invoicing, subscription lifecycle, and dunning management.
Master Godot 4 GDScript patterns including signals, scenes, state machines, and optimization.
Implement PCI DSS compliance requirements for secure handling of payment card data and payment systems.
TypeGPU and raw WebGPU adapter patterns for HyperFrames.
Master Unity ECS (Entity Component System) with DOTS, Jobs, and Burst for high-performance game development.
Audit and improve web accessibility following WCAG 2.2 guidelines.
Use when designing team-level process, architecture standards, review policy, or hiring/evaluation criteria for an engineering org where…
Runs a fixed-category severity scan over a diff, file, or snippet — correctness, security, error handling, concurrency, performance…
Cache expensive file-processing results (PDF parsing, OCR, text extraction, image analysis) keyed by a SHA-256 hash of file content rather…
Runs a tight four-phase loop — reproduce, isolate, diagnose, fix — to root-cause a single bug with evidence, not guesses.
Enforces a stop-the-line triage protocol across failure classes — test failures, build breaks, runtime errors, and production incidents…
Produce a thorough, multi-source, cited research report on an open-ended topic using web search and page-fetch tools, optionally fanning…
Fetch current library and framework documentation via the Context7 MCP server instead of relying on training data.
Subjects a non-trivial decision to a fresh-context adversarial review before it stands, in-flight rather than as a post-hoc PR verdict.
Create zero-dependency, animation-rich HTML presentations that run entirely in a browser, from a topic/draft or by converting a PowerPoint…
Build production-quality, accessible, non-generic-looking UI components and pages — component composition, the state-management ladder…