When to activate: C++, modern C++23, RAII, smart pointers, move semantics, concepts, ranges, structured bindings, value semantics
Contemporary editorial style with serif typography, minimal palettes, and clean layouts for polished digital products.
Create, edit, and modernize Dockerfiles, .dockerignore, Docker Bake files, and Compose files using Bret Fisher's strongly opinionated…
Modern Perl 5.36+ idioms, best practices, and conventions for building robust, maintainable Perl applications.
Write modern PHP 8.x code — typed properties, enums, readonly classes, match expressions, named arguments, union/intersection types…
Generates professional, minimal A4 resumes optimized for print and PDF export directly within Claude.
WHEN building SwiftUI views, managing state, setting up shared services, or making architectural decisions; NOT for UIKit or legacy…
Create pull requests with mandatory CI validation, unit tests, and rich descriptions.
Track meaningful corpus changes using frontmatter, doc/_meta/generation-log.md and, only for major corpus-level changes…
Use when you need to add, remove, edit, list, or change the boot default of an nvfancontrol fan profile on a Jetson/Tegra (Orin, Thor)…
Modular Code Organization
Organizes and automates complex polyglot build pipelines using a standardized, modular Taskfile architecture.
Validate and use MoE expert-parallel communication overlap in Megatron-Bridge, including overlap_moe_expert_parallel_comm…
Expert in building browser extensions that solve real problems -
This skill should be used when the user asks to write, review, debug, optimize, test, port, benchmark, migrate, or design software in the…
Molecular featurization for ML (100+ featurizers).
Game monetization strategies, in-app purchases, battle passes, ads integration, and player retention mechanics.
Deep business diagnosis for when things aren't working.
Manage project learnings — small, atomic, validated patterns that the agent should remember across all skills and sessions.
Build the actual product — from landing page to deployed MVP with payment integration, QA testing, and post-deploy canary monitoring.
Social media management and community building automation.