Machine Learning

Context-efficient browser automation using Playwright scripts and subagent isolation. Use when you need to interact with web pages, extract data from websites, verify page elements, or automate browser tasks while avoiding context window pollution from verbose HTML/accessibility trees. Provides both direct script execution and a specialized subagent pattern for complex investigations that generate large intermediate responses.

Manage Unity Catalog metadata tags for data governance and classification. Use when applying tags to tables and columns, classifying data sensitivity (PII, PHI), marking data quality attributes, or when user mentions Unity Catalog tagging, metadata management, data governance, or compliance workflows.

Read a webpage into cleaned markdown using curl + markitdown + codex exec. Use whenever asked to read a webpage or extract article content from a URL. Static HTML only; JS/client-rendered pages require a Playwright workflow.

Creating and Optimizing Claude Code Skills. Design reusable knowledge capsules with progressive disclosure (metadata → content → resources). Apply freedom levels (high/medium/low), create examples, validate YAML. Use when building domain-specific guidance or automating recurring patterns.

This skill should be used when performing local data exploration, profiling, quality analysis, or transformation tasks using DuckDB. It handles CSV, Parquet, and JSON files, provides automated data quality reports, supports complex JSON transformations, and generates interactive HTML reports for data analysis.

This skill should be used when setting up, optimizing, or managing Templar AI miners on Bittensor Subnet 3 (netuid 3). Use it for tasks involving miner configuration, performance optimization, troubleshooting gradient scoring issues, managing Bittensor wallets with btcli, monitoring miner metrics, renting GPUs via Basilica for mining operations, or strategizing to achieve top miner ranking in the Templar decentralized training network. Integrates seamlessly with the basilica-cli-helper skill for GPU rentals.

Create, validate, and enhance blog posts. Use when creating new blog posts, validating frontmatter, checking post structure, suggesting categories, extracting images for social sharing, or managing blog content. Handles markdown posts with YAML frontmatter.

PolicyEngine testing patterns - YAML test structure, naming conventions, period handling, and quality standards

Acelera a criacao e manutencao de skills do Claude. Automatiza o scaffolding de pastas, validacao de metadados YAML e empacotamento ZIP correto.

Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components, pages, artifacts, posters, or applications (examples include websites, landing pages, dashboards, React components, HTML/CSS layouts, or when styling/beautifying any web UI). Generates creative, polished code and UI design that avoids generic AI aesthetics.

Angular 21+ expert for .ts .html .css files, @Component, UI, components, pages, services, routing, forms, templates, signals, RxJS, HttpClient, inject(), reactive forms, validators, accessibility, WCAG, AXE, browser testing, Karma, Jasmine, e2e, Playwright

Translates SRT subtitle files using LLM APIs (OpenRouter/Llama). Use when user wants to translate subtitles, SRT files, or needs batch subtitle translation for movies/series. Handles HTML tags, batch processing, retries, and cost estimation.

Fast, cloud-based patent searching across 76 million+ worldwide patents using Google BigQuery - keyword search, CPC classification, patent details retrieval

Universal polyglot linting capabilities for Python, JavaScript/TypeScript, Markdown, Shell, Ruby, YAML, and JSON files. Use when you need to lint files programmatically, understand tool selection logic, or invoke linting from commands/agents.

Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components, pages, artifacts, posters, or applications (examples include websites, landing pages, dashboards, React components, HTML/CSS layouts, or when styling/beautifying any web UI). Generates creative, polished code and UI design that avoids generic AI aesthetics.

Generate professional vertical timeline visualizations from YAML configuration files. Creates scalable SVG timelines with customizable date ranges, events, and professional styling.

Use this skill when running, managing, or analyzing yanex experiments. Includes executing experiments via CLI, parameter sweeps, dependencies, querying experiment history, comparing results, and maintaining experiment logs. Invoke when users mention yanex, experiments, training runs, parameter sweeps, or need to track ML experiments.

Expert HomeAssistant development skill for creating custom sensors (template, REST, command line, Python components), building Lovelace dashboards with custom cards and layouts, and developing custom integrations with config flows, coordinators, and multiple platforms. Use this skill when working with HomeAssistant YAML configuration, Python integration development, or dashboard customization.

Generates comprehensive synthetic fine-tuning datasets in ChatML format (JSONL) for use with Unsloth, Axolotl, and similar training frameworks. Gathers requirements, creates datasets with diverse examples, validates quality, and provides framework integration guidance.

Comprehensive regression model evaluation using TD_RegressionEvaluator