Discover Research skills, compare source repositories and read the instructions for each workflow.
Validates time series forecast quality metrics by comparing current performance against historical benchmarks. Detects degradation in MASE and sMAPE metrics. Activates when user mentions "validate forecast", "c...
Research and summarize Nixtla ecosystem updates and time-series forecasting content from the web and GitHub. Use when gathering release notes, recent changes, or best-practice references. Trigger with "Nixtla u...
Incorporates external variables (holidays, weather, events) into TimeGPT forecasts to improve accuracy. Use when forecasts require external data, holidays impact sales, or weather affects demand. Trigger with "...
Configure TimeGPT fine-tuning on custom datasets with Nixtla SDK. Use when training domain-specific forecast models. Trigger with 'fine-tune TimeGPT' or 'train custom model'.
Modern Swift Testing framework patterns and best practices
Swift and iOS development with modern patterns and best practices
SwiftUI patterns, view composition, styling, and reusable UI elements
Creates distinctive, production-grade frontend interfaces with high design quality, avoiding generic AI aesthetics
React and TypeScript development with Tailwind, shadcn/ui, and modern patterns
Designs comprehensive implementation plans for new features with architecture considerations
Records user English prompts for vocabulary learning. When user's English is unclear, uses AskUserQuestion to clarify before proceeding.
Expert guidance for using Task (taskfile.dev) automation tool to discover and execute project development commands
Expert guidance for setting up and organising research grant applications following established patterns for UKRI, EU, and other funding bodies
Expert guidance for setting up and organizing research software projects following Sam Abbott's established patterns for R packages, Julia packages, and research projects
Expert guidance for Stan probabilistic programming language development, including modern syntax, cmdstanr/cmdstanpy integration, and testing patterns
Expert guidance for R package development following best practices for devtools, testthat, roxygen2, and R ecosystem tools
Expert methodology for analyzing and summarizing research papers, extracting key contributions, methodological details, and contextualizing findings. Use when reading papers from PDFs, DOIs, or URLs to create s...
Expert knowledge of research grant compliance requirements, deliverables tracking, and funder expectations. Use when reviewing work against grant specifications, preparing progress reports, or ensuring alignmen...
Expert knowledge of academic writing standards for peer-reviewed papers, including citation integrity, style compliance, clarity, and scientific writing best practices. Use when reviewing or editing academic ma...
Expert guidance for Julia package development following SciML standards, Distributions.jl patterns, and Julia ecosystem best practices
RDBMS access patterns for DuckDB, MySQL (keycloak), PostgreSQL (dw, x3rocs), SQL Server (sage1000, x3), and DBISAM (Exportmaster) using ODBC and native drivers
Suite of tools for creating elaborate, multi-component claude.ai HTML artifacts using modern frontend web technologies (React, Tailwind CSS, shadcn/ui). Use for complex artifacts requiring state management, rou...
UTF-8 file logging with automatic date-based filenames and thread-safe operations for RocsMiddleware services
JavaScript/TypeScript static analysis tool for call graphs, unused code detection (tree shaking), dependency analysis, and circular dependency detection
The default order uses GitHub repository stars from our indexed data. Stars belong to the source repository and may be shared by multiple skills. They indicate repository interest, not skill installs or an independent quality score.