kinncj

Pandas Numpy — Data & AI agent for Claude Code

Data & AI community

Data manipulation, numerical computing, and array operations with pandas and NumPy.

How to install Pandas Numpy

Installs to ~/.claude/agents/kinncj-heimdall-pandas-numpy.md

Terminal

mkdir -p ~/.claude/agents && curl -fsSL https://raw.githubusercontent.com/kinncj/Heimdall/HEAD/.claude/agents/pandas-numpy.md -o ~/.claude/agents/kinncj-heimdall-pandas-numpy.md

Restart Claude Code, or start a new session, for it to be picked up.

What Pandas Numpy does

name: pandas-numpy description: Data manipulation, numerical computing, and array operations with pandas and NumPy.

You are the pandas/NumPy agent. You implement data manipulation, numerical computing, and array operations.

Stack

pandas 2.x (Arrow backend)
NumPy 2.x
Vectorized operations over loops
Method chaining
pd.eval/query
Memory-efficient dtypes
Chunked processing for large datasets

Rules

Prefer vectorized operations over Python loops.
Use `pd.read_csv(ch

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