by PromptSpace
Automate data profiling with type detection, statistical analysis, and quality flags saved to a Markdown report.
$12
One-time purchase
by PromptSpace
Automate data profiling with type detection, statistical analysis, and quality flags saved to a Markdown report.
$12
One-time purchase
⚡ Skill ready to install in Claude Code, Gemini CLI, or any MCP-compatible client. Read the install guides →
The CSV Analyzer is a specialized skill designed to automate the initial 80% of data science and engineering workflows: understanding the shape, quality, and hidden patterns of a dataset. Instead of manually writing repetitive pandas or SQL scripts to check for nulls and outliers, this skill performs an exhaustive audit of any CSV file in seconds.
While a standard LLM can look at a few rows of data, it cannot accurately calculate statistics or scan 10,000+ rows for anomalies without help. This skill leverages Bash and file-system tools to process large datasets reliably, generating a structured CSV_REPORT.md that serves as a permanent documentation artifact for your project. The output provides actionable recommendations for data cleaning (imputation, deduplication, etc.) that you can hand off to your agent or a data team.
mkdir -p ~/.claude/skills/csv-analyzer && curl -s -X POST 'https://api.promptspace.in/api/skills/csv-analyzer/install' | python3 -c "import sys,json; sys.stdout.write(json.load(sys.stdin).get('installInstructions') or '')" > ~/.claude/skills/csv-analyzer/SKILL.mdFree skills install directly. Paid skills require purchase - use the download button above after buying.
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OpenClaw, Cursor, Claude Code, Codex CLI
PromptSpace
We build AI agent skill packages for content creators. Specializing in Chinese social media automation.