Agent skill

ds-tools

This skill should be used when the user asks 'what data science tools are available', 'list data analysis plugins', 'what skills work with data', 'enable data science code intelligence', or needs to discover data-specific plugins and skills like wrds, lseg-data, gemini-batch, or data context skills. Use this for data science tool discovery; use dev-tools for general development tool discovery.

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Install this agent skill to your Project

npx add-skill https://github.com/edwinhu/workflows/tree/main/skills/ds-tools

SKILL.md

Available Data Science Tools

Plugins and skills for data science workflows. For general development tools (testing, automation), see /dev-tools.

Code Intelligence Plugins

Plugin Description Enable Command
serena Semantic code analysis, symbol navigation claude --enable-plugin serena@claude-plugins-official
pyright-lsp Python type checking and diagnostics claude --enable-plugin pyright-lsp@claude-plugins-official
context7 Up-to-date library docs (pandas, numpy, sklearn, etc.) claude --enable-plugin context7@claude-plugins-official

Data Access Skills (Built-in)

These are skills, not plugins - already available:

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
/data-context Extract tribal knowledge about datasets, generate data context skills

Notebook & Format Skills (Built-in)

Skill Description
/jupytext Jupyter notebooks as text files
/marimo Marimo reactive Python notebooks
/xlsx Spreadsheets, formulas, CSV conversion
/pdf PDF extraction, creation, form filling
/docx Word docs, tracked changes, reports

When to Enable Plugins

  • serena: Understanding complex analysis codebases, refactoring pipelines
  • context7: Access current docs for pandas, scikit-learn, statsmodels
  • pyright-lsp: Type check data pipelines

Usage

bash
claude --enable-plugin <plugin-name>  # Enable for current session

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ds-spec-reviewer

Internal skill used by ds-brainstorm at Phase 1 exit gate. Dispatches a reviewer subagent to verify SPEC.md completeness before planning. NOT user-facing.

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pptx-render

Use when the user asks to "render pptx", "show pptx slide", "compare with pptx", "pptx to image", "export pptx slide", "original slide", "show me the original", "what does the pptx look like", or needs to extract a specific PPTX slide's content for visual comparison.

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Organize Obsidian notes according to clawd's preferences. Use when user asks to "organize notes", "move notes to right folder", "clean up vault", "tidy vault", "file this note", or when creating new notes in the Obsidian vault. Also use when moving, renaming, or categorizing notes, or when the vault root has stray files.

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dev-verify

This skill should be used when the user asks to 'verify completion', 'check that tests pass', 'confirm feature works', or REQUIRED Phase 7 of /dev workflow (final). Enforces fresh runtime evidence before claiming completion.

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dev

This skill should be used when the user asks to 'start a feature', 'build a feature', 'implement a feature', 'develop', 'new feature', or needs the full 7-phase development workflow with TDD enforcement.

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