Performance

rust-profiling

by blacktop

Profile Rust code using samply to identify CPU bottlenecks. Use when performance is slow, before optimizing, or when the user asks to profile.

swiftui-expert-skill

by nonameplum

Write, review, or improve SwiftUI code following best practices for state management, view composition, performance, modern APIs, Swift concurrency, and iOS 26+ Liquid Glass adoption. Use when building new SwiftUI features, refactoring existing views, reviewing code quality, or adopting modern SwiftUI patterns.

essay-pipeline

by dangeles

Use when collaboratively writing a science blog essay through interactive thesis development, essay structuring, argument development, and paragraph writing with tiered fact-checking and voice matching.

perf

by rube-de

Performance analysis: bundle size checks, profiling, benchmarks, and algorithmic complexity review. Identifies performance-sensitive areas and creates a structured GitHub issue.

cuda-kernel-refine

by TrevorS

Iterative CUDA kernel optimization using NVIDIA profiling tools (nsys, ncu). Triggers on: "optimize kernel", "refine kernel", "improve throughput", "kernel performance", "make kernel faster", "reduce bandwidth", "memory bound", "compute bound", "roofline", "compare benchmark", "register pressure", "occupancy"

emotional-stakes

by axiomantic

"Use when writing subagent prompts, skill instructions, or any high-stakes task requiring accuracy and truthfulness"

elicitation

by tasteray

'Psychological profiling through natural conversation using narrative identity

recommendations

by tasteray

'TasteRay API integration for personalized recommendations across verticals

opentrons-heater-shaker

by jkitchin

Opentrons Heater-Shaker Module - temperature control (37-95°C) with orbital mixing (200-3000 rpm) for cell culture, enzymatic reactions, and sample preparation requiring simultaneous heating and agitation

memory

by brobertsaz

"Save and recall information across sessions. Use when you hear 'remember this', 'save to memory', 'add to your knowledge', or similar. Stores to Claude OS knowledge bases for persistent recall."

python-jax

by jkitchin

Expert guidance for JAX (Just After eXecution) - high-performance numerical computing with automatic differentiation, JIT compilation, vectorization, and GPU/TPU acceleration; includes transformations (grad, jit, vmap, pmap), sharp bits, gotchas, and differences from NumPy

python-multiobjective-optimization

by jkitchin

Expert guidance for multiobjective optimization in Python - Pareto optimality, evolutionary algorithms (NSGA-II, NSGA-III, MOEA/D), scalarization methods, Pareto front analysis, and implementation with pymoo, platypus, and DEAP

opentrons-thermocycler

by jkitchin

Opentrons Thermocycler Module - automated PCR thermal cycling with independent block (4-99°C) and lid (37-110°C) temperature control, profile execution, and auto-sealing lid support (GEN2) for high-throughput molecular biology workflows

python-optimization

by jkitchin

Expert guidance for mathematical optimization in Python - systematic problem classification, library selection (scipy, pyomo, cvxpy, GEKKO), solver configuration, and implementation patterns for LP, QP, NLP, MIP, convex, and global optimization problems

mobile-design

by mrmps

Mobile-first design thinking and decision-making for iOS and Android apps. Touch interaction, performance patterns, platform conventions. Teaches principles, not fixed values. Use when building React Native, Flutter, or native mobile apps.

mobile-design

by mrmps

Mobile-first design thinking and decision-making for iOS and Android apps. Touch interaction, performance patterns, platform conventions. Teaches principles, not fixed values. Use when building React Native, Flutter, or native mobile apps.

vercel-react-best-practices

by mrmps

React and Next.js performance optimization guidelines from Vercel Engineering. This skill should be used when writing, reviewing, or refactoring React/Next.js code to ensure optimal performance patterns. Triggers on tasks involving React components, Next.js pages, data fetching, bundle optimization, or performance improvements.

humanizer

by maroffo

"Remove signs of AI-generated writing from text. Use when editing or reviewing text to make it sound more natural and human-written. Detects inflated symbolism, promotional language, superficial -ing analyses, vague attributions, rule of three, AI vocabulary, and more."

android-kotlin

by maroffo

"Android development with Kotlin 2.x, Jetpack Compose, Clean Architecture, and performance. Use when working with .kt files, build.gradle.kts, AndroidManifest.xml, or Compose UI."

golang

by maroffo

"Go development: conventions, architecture, concurrency, performance, and code review. Use when working with .go files, go.mod, or user asks about goroutines, channels, error handling, interfaces."

cloud-infrastructure

by maroffo

"AWS/GCP cloud infrastructure: Well-Architected, security, cost, observability. Use when working with Terraform outputs, IAM policies, VPC design, load balancers, or cloud architecture decisions."

Ad Copywriting

by omer-metin

personal-assistant

by ailabs-393

This skill should be used whenever users request personal assistance tasks such as schedule management, task tracking, reminder setting, habit monitoring, productivity advice, time management, or any query requiring personalized responses based on user preferences and context. On first use, collects comprehensive user information including schedule, working habits, preferences, goals, and routines. Maintains an intelligent database that automatically organizes and prioritizes information, keeping relevant data and discarding outdated context.

prometheus-skill

by XiaoMi

帮助我根据prometheus指标查询服务问题