# Shell Data Workbench

> Inspect, filter, summarize, and transform sandbox files with shell tools.

- Skill: `bionic-gpt/shell-data-workbench` (Agent Skill)
- Install (CLI): `npx skillmds@latest add bionic-gpt/shell-data-workbench`
- Raw SKILL.md: https://api.skillmd.com/api/skills/bionic-gpt/shell-data-workbench/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Research & Search
- Author: bionic-gpt (https://skillmd.com/u/bionic-gpt)
- Updated: 2026-09-17
- Page: https://skillmd.com/skills/bionic-gpt/shell-data-workbench

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# Shell Data Workbench

Use this skill when the user asks to inspect, filter, summarize, or transform files inside the Bashkit sandbox.

Prefer normal shell tools such as `find`, `rg`, `grep`, `awk`, `sed`, `sort`, `uniq`, `wc`, `jq`, `csv`, `yaml`, and `tomlq`.

Work inside `/home/user` unless the task requires `/tmp`. Keep intermediate files small and explain the final result, not every command.