Modern Python project setup with uv, ruff, and pyright.
Use when designing or reviewing Swift protocols, generics, `some`/`any`, enums, domain types, associated types, typed throws, or public…
Use when the user asks to "set up types without a build step", "use vanilla JS with types", "configure erasable syntax", or mentions…
Use when the user wants to modernize iOS code to iOS 17/18 patterns, migrate from ObservableObject to @Observable, update @StateObject to…
Use when the user says "給我 diff", or before modifying persistent files or resources that are ignored by Git or outside a Git worktree.
Use when you need to add, remove, edit, list, or change the boot default of an nvpmodel power mode on a Jetson/Tegra (Orin, Thor) target.
Develops the JavaScript logic for a web-based chess game that plays random valid moves automatically.
Use when a tutorial concept DAG exists and the run needs an ordered teaching plan with objectives and outputs.
Train Mixture of Experts (MoE) models using DeepSpeed or HuggingFace.
Generate a tailored code review checklist for any pull request based on the language, type of change, and risk level.
Document or design a database schema with entity relationships, table definitions, constraints, indexes, and access patterns.
Structure and format meeting notes following PM best practices.
Write a clear, structured pull request description from a git diff, branch summary, or commit list.
Structure and facilitate sprint planning sessions.
Create concise executive stakeholder updates using the BLUF (Bottom Line Up Front) framework.
This skill should be used when the user asks to write, review, debug, optimize, test, port, benchmark, migrate, or design software in the…
Review code changes for bugs, security issues, performance problems, and best practice violations.
Create new agent skills with proper structure, progressive disclosure, and bundled resources.
Use when targeting Molecular Biology and Evolution (MBE) or deciding whether a molecular evolution manuscript fits this venue.
Use when deciding which molcell-* sub-skill to invoke next, or when sequencing a manuscript from mechanism-fit test through reviewer…
Use when targeting Molecular Ecology (Mol Ecol) or deciding whether a manuscript applying molecular approaches to ecological…