Expert guidance for distributed training with DeepSpeed - ZeRO optimization stages, pipeline parallelism, FP16/BF16/FP8, 1-bit Adam, sparse attention

File a VTT transcript into the correct project folder. Use when the user provides a .vtt file, mentions a meeting transcript, or says they have a recording to process.

Interview me about the plan

Security best practices for secure coding, authentication, authorization, and data protection. Use when developing features that handle sensitive data, user authentication, or require security review.

Complete environment variable management with type-safe validation, Vercel dev workflow, and prebuild validation.

This skill should be used when users want to run the ASE driver for classical/BOMD dynamics in MaxwellLink and need charge conventions and socket/embedded invocation patterns.

Terminal Spotify playback/search via spogo (preferred) or spotify_player.

Terminal Spotify playback/search via spogo (preferred) or spotify_player.

Expert at building resilient applications through proper error handling. Covers Result types, error boundaries, try-catch patterns, typed errors, and graceful degradation. Use when "error...

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Perform and apply code reviews (UACRP + application protocol) and coordinate artifacts via mpcr.

Spawns subagents with configurable tool access that return just the answers without flooding your context. Use for summarizing extensive git history, comparing across multiple repositories in...

Synchronize English README.md with Chinese README_ZH.md, maintaining content parity.

Expert guidance for integrating ViewComfy API into web applications using Python and FastAPI

Expert in Flutter and Dart development with clean architecture and state management

Complete subscription billing system with Stripe integration, feature flags for plan gating, webhook handling, and billing portal.

This skill should be used when users need MaxwellLink + Meep FDTD workflows, including embedded vs socket coupling, MPI considerations, and recommended templates.

Guide for generating and editing images using generative AI with the nanobanana CLI

Address PR review comments from reviewers (amazon-q-developer, copilot, humans). Use when the user wants to see and respond to feedback on their pull request.

World-class landing page expertise combining conversion rate optimization science, persuasive design psychology, and the craft of pages that turn visitors into customers. Landing pages are where...