Performance
Performance profiling and optimization
pandas
by manutej
Expert data analysis and manipulation for customer support operations using pandas
apache-spark-data-processing
by manutej
Complete guide for Apache Spark data processing including RDDs, DataFrames, Spark SQL, streaming, MLlib, and production deployment
performance-benchmark-specialist
by manutej
Performance benchmarking expertise for shell tools, covering benchmark design, statistical analysis (min/max/mean/median/stddev), performance targets (<100ms, >90% hit rate), workspace generation, and comprehensive reporting
rust-systems-programming
by manutej
Complete guide for Rust systems programming including ownership, borrowing, concurrency, async programming, unsafe code, and performance optimization
audit
by howells
Comprehensive codebase audit with specialized reviewers. Generates actionable reports. Use when asked to "audit the codebase", "review code quality", "check for issues", "security review", or "performance audit". Accepts path scope like "apps/web". Reviewers run in batches of 2 by default to avoid resource exhaustion. Use --parallel to run all reviewers simultaneously (resource-intensive). Use --diff to scope audit to files changed vs main branch (or specify base: --diff develop). Use --docs for a focused JSDoc/documentation coverage audit. Use --copy for a focused UX writing/copy quality audit.
competitor-analysis
by manojbajaj95
Analyze competitive landscape to identify strengths, weaknesses, opportunities, and threats. Inform product strategy and positioning based on market insights.
flutter-native-http-client
by rodydavis
This blog post explores how to optimize HTTP client selection in Flutter applications based on the platform, using Cronet on Android and Cupertino's native client on iOS for improved performance and caching.
three-best-practices
by emalorenzo
Three.js performance optimization and best practices guidelines. Use when writing, reviewing, or optimizing Three.js code. Triggers on tasks involving 3D scenes, WebGL/WebGPU rendering, geometries, materials, textures, lighting, shaders, or TSL.
r3f-best-practices
by emalorenzo
React Three Fiber (R3F) and Poimandres ecosystem best practices. Use when writing, reviewing, or optimizing R3F code. Triggers on tasks involving @react-three/fiber, @react-three/drei, zustand, @react-three/postprocessing, @react-three/rapier, or leva.
benchmarking
by melodic-software
Benchmarking and competitive analysis techniques. Compares performance, processes, and practices against industry standards, competitors, and best-in-class organizations.
browser-tools
by goncalossilva
Interactive browser automation via Chrome DevTools Protocol. Use when you need to interact with web pages, test frontends, or when user interaction with a visible browser is required.
gplay-vitals-monitoring
by tamtom
App vitals monitoring for crashes, ANRs, performance metrics, and errors via gplay vitals commands. Use when asked to check app stability, crash rates, ANR rates, or performance data from Google Play Console.
PyTorch ML
by pacphi
Deep learning with PyTorch - model training, GPU acceleration, and data science workflows
sql-pro
by alexander-danilenko
Use when optimizing SQL queries, designing database schemas, or tuning database performance. Invoke for complex queries, window functions, CTEs, indexing strategies, query plan analysis.
bullmq-specialist
by hainamchung
"BullMQ expert for Redis-backed job queues, background processing, and reliable async execution in Node.js/TypeScript applications. Use when: bullmq, bull queue, redis queue, background job, job queue."
angular-architect
by hainamchung
Use when building Angular 17+ applications with standalone components or signals. Invoke for enterprise apps, RxJS patterns, NgRx state management, performance optimization, advanced routing.
ask-questions-if-underspecified
by hainamchung
Clarify requirements before implementing. Do not use automatically, only when invoked explicitly.
geo-infer-cog
by ActiveInferenceInstitute
Cognitive modeling for geospatial agents including attention, memory, and trust. Use when implementing spatial attention mechanisms, working memory for geographic contexts, or trust dynamics in multi-agent geospatial systems.
dojo-config
by dojoengine
Configure Scarb.toml, dojo profiles, world settings, and dependencies. Use when setting up project configuration, managing dependencies, or configuring deployment environments.
dojo-deploy
by dojoengine
Deploy Dojo worlds to local Katana, testnet, or mainnet. Configure Katana sequencer and manage deployments with sozo. Use when deploying your game or starting local development environment.
react-flow
by framara
"Expert guidance for React Flow (@xyflow/react): building interactive node-based graphs, custom nodes and edges, handles, state management, layouting, TypeScript patterns, performance optimization, and theming. Use when writing React Flow code, creating custom nodes or edges, debugging flow issues, optimizing graph performance, integrating with Zustand, or building canvas-based UIs with React Flow."
k8s-troubleshooter
by ahmedasmar
Systematic Kubernetes troubleshooting and incident response. Use when diagnosing pod failures, cluster issues, performance problems, networking issues, storage failures, or responding to production incidents. Provides diagnostic workflows, automated health checks, and comprehensive remediation guidance for common Kubernetes problems.
linkdapi
by openclaw
Work with LinkdAPI Python SDK for accessing LinkedIn professional profile and company data. Use when you need to fetch profile information, company data, job listings, or search for people/jobs on LinkedIn. The skill uses uv script pattern for ephemeral Python scripts with inline dependencies.
container-apps-gpu-2025
by JosiahSiegel
Azure Container Apps GPU support 2025 features including serverless GPU, Dapr integration, and scale-to-zero