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.
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
claude --enable-plugin <plugin-name> # Enable for current session
Recommended Agent Skills
Expand your agent's capabilities with these related and highly-rated skills.
audit-fix-loop
This skill should be used when the user asks to 'iteratively improve', 'audit and fix', 'hill-climb quality', 'grade and improve', 'score and fix', 'audit loop', 'quality loop', or needs structured iterative improvement of an artifact using scored independent audits. Also use when the user invokes a ralph loop for quality improvement rather than task completion.
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.
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.
obsidian-organize
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.
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.
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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