Clarify requirements before implementing.
Use when about to claim something works, is fixed, or ready to hand off — and when a task changed one or more repos and needs intentional…
**WORKFLOW SKILL** - Aspire 13.5.3 router.
Adds Aspire orchestration to an existing repository for inner-loop development and optional Azure deployment readiness.
**ANALYSIS SKILL** - Observe Aspire apps: logs, traces, metrics, resource state, telemetry export, browser telemetry, and the standalone…
**WORKFLOW SKILL** - Wire Aspire AppHosts or repair TypeScript AppHost toolchains.
Unified design router: logo, CIP, banners, slides, icons, social photos, design tokens.
Assemble media into thematic compilations, concert films, era playlists, and narrative experiences
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.
Analyze assertion quality, depth, variety, and false confidence in existing tests.
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.