Agent-Skills.md

Agent Skills: Available Data Science Plugins

This skill should be used when the user asks "what plugins are available", "list data science tools", "what MCP servers can I use", "enable code intelligence", or needs to discover available plugins like serena, context7, or data access skills like wrds and lseg-data.

UncategorizedID: edwinhu/workflows/ds-tools

Repository

edwinhu/workflows
edwinhu

Skill Files

Browse the full folder contents for ds-tools.

Download Skill

Loading file tree…

skills/ds-tools/SKILL.md

Skill Metadata

Name
ds-tools
Description
This skill should be used when the user asks "what plugins are available", "list data science tools", "what MCP servers can I use", "enable code intelligence", or needs to discover available plugins like serena, context7, or data access skills like wrds and lseg-data.

Available Data Science Plugins

These plugins extend Claude Code capabilities for data science workflows. Enable when needed.

Code Intelligence

| Plugin | Description | Enable Command | |--------|-------------|----------------| | serena | Semantic code analysis, refactoring, symbol navigation | claude --enable-plugin serena@claude-plugins-official | | pyright-lsp | Python type checking and diagnostics | claude --enable-plugin pyright-lsp@claude-plugins-official |

Documentation

| Plugin | Description | Enable Command | |--------|-------------|----------------| | context7 | Up-to-date library docs (pandas, numpy, sklearn, etc.) | claude --enable-plugin context7@claude-plugins-official |

Web & Automation

| Plugin | Description | Enable Command | |--------|-------------|----------------| | playwright | Web scraping, browser automation, screenshots | claude --enable-plugin playwright@claude-plugins-official |

Workflow

| Plugin | Description | Enable Command | |--------|-------------|----------------| | ralph-loop | Self-referential iteration loops | Already enabled | | hookify | Create custom hooks from conversation patterns | Already enabled |

Data Access Skills (Built-in)

These are skills, not plugins - already available via /ds:

| Skill | Description | |-------|-------------| | /wrds | WRDS (Wharton Research Data Services) queries | | /lseg-data | LSEG Data Library (formerly Refinitiv) | | /gemini-batch | Gemini Batch API for large-scale LLM processing | | /jupytext | Jupyter notebooks as text files | | /marimo | Marimo reactive Python notebooks |

File Format Skills (Bundled)

Office document and PDF skills from Anthropic's official skills repo (bundled via submodule):

| Skill | Use For | |-------|---------| | /xlsx | Spreadsheets, formulas, CSV→Excel conversion | | /pdf | PDF extraction, creation, form filling | | /pptx | Presentation creation and editing | | /docx | Word docs, tracked changes, reports |

These skills are available via the shared plugin - no separate installation needed.

When to Enable

  • serena: Understanding complex analysis codebases, refactoring pipelines
  • context7: Access current docs for pandas, scikit-learn, statsmodels, and other libraries
  • playwright: Scrape web data sources, automate data collection
  • pyright-lsp: Type check data pipelines

Usage

Enable a plugin for the current session:

claude --enable-plugin <plugin-name>  # Enable a plugin by name and source

Enable a plugin for a project by adding to .claude/settings.json:

{
  "enabledPlugins": {
    "serena@claude-plugins-official": true
  }
}