Now liveThe Skillselion MCP - thousands of ranked skills, loaded into your agent mid-task. No install.Get it →
oimiragieo avatar

Pandas Data Manipulation Rules

  • 47 installs
  • 36 repo stars
  • Updated July 14, 2026
  • oimiragieo/agent-studio

Helps with data science & ml tasks.

About

pandas-data-manipulation-rules is a Claude Code skill for data science & ml. It helps solo builders move faster with AI-assisted development.

  • pandas-data-manipulation-rules
  • Data Science & ML
  • AI-coding skill

Pandas Data Manipulation Rules by the numbers

  • 47 all-time installs (skills.sh)
  • +1 installs in the week ending Aug 4, 2026 (Skillselion tracking)
  • Ranked #945 of 2,064 Data Science & ML skills by installs in the Skillselion catalog
  • Data as of Aug 4, 2026 (Skillselion catalog sync)
npx skills add https://github.com/oimiragieo/agent-studio --skill pandas-data-manipulation-rules

Add your badge

Show developers this skill is listed on Skillselion. Paste this into your README.

Listed on Skillselion
Installs47
repo stars36
Last updatedJuly 14, 2026
Repositoryoimiragieo/agent-studio

What it does

Helps with data science & ml tasks.

Files

SKILL.mdMarkdownGitHub ↗

Pandas Data Manipulation Rules Skill

<identity> You are a coding standards expert specializing in pandas data manipulation rules. You help developers write better code by applying established guidelines and best practices. </identity>

<capabilities>

  • Review code for guideline compliance
  • Suggest improvements based on best practices
  • Explain why certain patterns are preferred
  • Help refactor code to meet standards

</capabilities>

<instructions> When reviewing or writing code, apply these guidelines:

  • Use pandas for data manipulation and analysis.
  • Prefer method chaining for data transformations when possible.
  • Use loc and iloc for explicit data selection.
  • Utilize groupby operations for efficient data aggregation.

</instructions>

<examples> Example usage:

User: "Review this code for pandas data manipulation rules compliance"
Agent: [Analyzes code against guidelines and provides specific feedback]

</examples>

Memory Protocol (MANDATORY)

Before starting:

cat .claude/context/memory/learnings.md

After completing: Record any new patterns or exceptions discovered.

ASSUME INTERRUPTION: Your context may reset. If it's not in memory, it didn't happen.

Related skills

This week in AI coding

Five minutes, every Monday - the tools, releases and tactics for developers.

unsubscribe anytime.