Machine Learning

Direct Maestro CLI tool for iOS/Android app testing. Write YAML flows and execute via maestro test—no Python overhead.

Use this skill at the beginning of any session or when needing to understand available project documentation. Provides just-in-time context by scanning YAML frontmatter from all markdown files in the docs/ directory without loading full content.

Convert design prototypes (HTML, CSS, Figma exports) into production-ready components. Analyzes prototype structure, extracts design tokens, identifies reusable patterns, and generates typed React components. Adapts to existing project tech stack with React + TypeScript as default.

Best practices for using Stimulus controllers to add JavaScript behavior to HTML

Skill for adding and validating ontology term references in the dismech knowledge base. This skill should be used when working with disorder YAML files that need ontology term annotations (HPO for phenotypes, CL for cell types, GO for biological processes, MONDO for diseases, UBERON for anatomical entities). Use this skill when adding phenotype_term, cell_types term, biological_processes term, or other ontology-bound fields to disorder files.

Build accessible user interfaces with semantic HTML, proper ARIA attributes, keyboard navigation, and screen reader compatibility. Use this skill when creating or modifying HTML markup, UI components, forms, or interactive elements. When implementing keyboard navigation, focus management, or tab order. When adding alternative text for images or labels for form inputs. When ensuring sufficient color contrast ratios. When working with navigation menus, modals, buttons, or dynamic content. When structuring pages with proper heading hierarchy (h1-h6). When testing UI changes for screen reader compatibility.

Review and refine MCP skill descriptions to follow the agent skill specification, and record approved overrides in dev-swarm/mcp_descriptions.yaml. Use when the user asks to update one MCP skill description, all skills from a server, or all MCP skills.

Skill for initiating new disorder YAML files in the dismech knowledge base. Use this skill when the user asks to create a new disorder entry. Also useful for enhancing existing entries.

Build responsive layouts that work seamlessly across mobile, tablet, and desktop screen sizes using mobile-first development, fluid layouts, and relative units. Use this skill when implementing layouts or UI components that need to adapt to different screen sizes. When setting up breakpoints, media queries, or responsive utilities. When using relative units (rem, em, %) instead of fixed pixels. When ensuring touch-friendly tap targets and optimizing for mobile performance. When testing UI changes across multiple device sizes. When implementing responsive typography, images, or navigation patterns.

Check the status of Vizzly visual regression tests. Use when the user asks about test status, test results, what's failing, how tests are doing, or wants a summary of visual tests. Works with both local TDD and cloud modes.

Advanced Clippy configuration for comprehensive Rust linting with custom rules, categories, and IDE integration.Use when configuring linting rules, enforcing code standards, setting up CI linting, or customizing clippy behavior.Trigger terms: clippy, linting, code quality, clippy.toml, pedantic, nursery, restriction, lint configuration, code standards.

Create effective Claude Code slash commands with proper YAML frontmatter and argument handling. Use when writing new slash commands, improving existing commands, or learning command best practices.

Create, test, and package Helm charts for Kubernetes. Covers helm create, Chart.yaml,values.yaml, template development, chart dependencies, packaging, and repository publishing.Use when user mentions Helm charts, helm create, Chart.yaml, values.yaml, helm lint,helm template, helm package, or Kubernetes packaging.

Manage Helm values across environments with override precedence, multi-environmentconfigurations, and secret management. Covers values files, --set, --set-string,values schema validation. Use when user mentions Helm values, environment-specificconfigs, values.yaml, --set overrides, or Helm configuration.

Python code quality with ruff (linting & formatting) and mypy (type checking).Covers pyproject.toml configuration, pre-commit hooks, and type hints.Use when user mentions ruff, mypy, linting, formatting, type checking,code style, or Python code quality.

Analyze visual regression test failures in Vizzly. Use when the user mentions failing visual tests, screenshot differences, visual bugs, diffs, or asks to debug/investigate/analyze visual changes. Works with both local TDD and cloud modes.

Obsidian Bases database feature for YAML-based interactive note views. Use when creating .base files, writing filter queries, building formulas, configuring table/card views, or working with Obsidian properties and frontmatter databases.

YAML querying, filtering, and transformation with yq command-line tool. Use when working with YAML files, parsing YAML configuration, modifying Kubernetes manifests, GitHub Actions workflows, or transforming YAML structures.

Manage YAML frontmatter properties with consistent formatting, property names, and value types. Use when creating or updating frontmatter in markdown files.

Debug and troubleshoot Helm deployment failures, template errors, and configurationissues. Covers helm template, helm lint, dry-run, debugging YAML parse errors,value type errors, and resource conflicts. Use when user mentions Helm errors,debugging Helm, template rendering issues, or troubleshooting Helm deployments.