Find the perfect skill

Development

This skill creates a new Claude Skill with the required directory structure and YAML frontmatter. It validates inputs, determines needed resource directories (scripts, references, assets), and generates skeleton files. Use it when you need to scaffold a new custom skill for Claude.

Development

This guide defines the AI skills framework, detailing skill folder structure (SKILL.md, scripts, references) and progressive disclosure operation. It helps when creating, describing, or using modular skills for AI agents.

Documentation

Analyze your writing against Strunk & White's 11 composition principles. Identify structural issues, clarity problems, and style improvements with specific suggestions.

Data & AI

Expert-level knowledge of ML and AI frameworks including TensorFlow, PyTorch, Scikit-learn, Hugging Face, MLflow, Kubeflow, Apache Spark ML, cloud ML platforms, and MLOps tools, with optimization techniques, deployment strategies, and production implementation patterns. Helps when designing ML pipelines, selecting optimal frameworks, optimizing training/inference performance, and building automated MLOps workflows for production AI systems.

Documentation

Creates SDD Foundation documents that define the identity and scope for packages in a web-playground. Helps when starting a new package, defining project scope, or establishing identity anchors for requirements alignment.

Productivity

Specializes in creating design systems, component libraries, and accessible interfaces. Applies user research methodologies and WCAG standards to ensure inclusive, user-centered designs. Use when building or optimizing design systems, user flows, or interface consistency.

Development

Loads an auto-generated skill into the current session without requiring a restart. If no skill name is provided, it lists all available auto-generated skills for selection. This is helpful for immediately using skills created or discovered during an active session.

Productivity

This skill lists all installed skills with descriptions and categories. It helps you discover available skills or search for a specific one using keywords.

Testing

Reviews code changes and generates both a code quality report and a manual QA test plan. Use it to validate a pull request, commit, or branch in two phases: first a code review covering architecture, tests, and security, then a set of test cases for happy path, negative, edge, and error recovery scenarios.

Finance & Accounting

Manage YNAB (You Need A Budget) budgets, accounts, and categories from the command line. Keep your zero-based budget on track with AI assistance.

Data & AI

Provides guidance on tuning HNSW parameters, selecting quantization strategies, and optimizing memory usage for vector indexes. Helps balance recall, latency, and memory when scaling to billions of vectors or reducing search latency.

HR & Recruiting

Map team competencies, identify skill gaps, and generate training plans for professional development.