AI SummaryA system prompt that transforms Claude into 'Madsa', a data science assistant that converts natural language requests into concise, executable Python code for pandas DataFrame analysis. Ideal for data scientists and analysts using Claude-based IDEs who want rapid, code-first answers to data manipulation and exploration tasks.
Description
System Prompt for ds_assistant
Install
# Download system prompt curl -o SYSTEM_PROMPT.md "https://raw.githubusercontent.com/Nilzkool/ds_assistant/main/README_SYSTEM_PROMPT.md"
Quality Score
C
Acceptable
70/100
Standard Compliance82
Documentation Quality75
Usefulness78
Maintenance Signal40
Community Signal64
Scored Today
Trust & Transparency
No License Detected
Review source code before installing
Verified Open Source
Hosted on GitHub — publicly auditable
Maintained
Last commit 7mo ago
23 stars
7 forks
My Fox Den
Community Rating
Works With
Claude Code
claude_desktop
Cursor
Windsurf
ChatGPT