Guides creation and modification of ASP.NET Core Web API endpoints with correct HTTP semantics, OpenAPI metadata, and error handling.
Adds Aspire orchestration to an existing repository for inner-loop development and optional Azure deployment readiness.
Unified design router: logo, CIP, banners, slides, icons, social photos, design tokens.
Assemble media into thematic compilations, concert films, era playlists, and narrative experiences
Assembles component outputs from AI Design Components skills into unified, production-ready component systems with validated token…
Diagnose and fix AssemblyAI common errors and exceptions.
Execute AssemblyAI primary workflow: async transcription with audio
Optimize AssemblyAI costs through model selection, feature budgeting,
Install and configure AssemblyAI SDK authentication.
Configure AssemblyAI local development with hot reload and testing.
Implement AssemblyAI rate limiting, backoff, and queue-based throttling.
Implement AssemblyAI reference architecture with best-practice project
Apply production-ready AssemblyAI SDK patterns for TypeScript and Python.
Apply AssemblyAI security best practices for API keys, PII, and access
Implement AssemblyAI webhook handling for transcription completion events.
Use when code handles authentication, authorization, secrets, untrusted input, uploads, redirects, external requests, or sensitive data.
Assesses what a page's heatmap is telling you and recommends concrete changes.
Create valid, reliable assessment items across formats (multiple choice, constructed response, performance tasks) following psychometric…
Audit a proposed assessment for construct validity, reliability, and alignment to learning objectives.
Audits game assets for compliance with naming conventions, file size budgets, format standards, and pipeline requirements.
Generate deconstructed/exploded view prompts using Nano Banana 2.