Agent skill
scientist-low
Basic data analysis - fast exploratory analysis (Haiku-tier)
Install this agent skill to your Project
npx add-skill https://github.com/majiayu000/claude-skill-registry/tree/main/skills/data/scientist-low
SKILL.md
Scientist (Low) - Fast Data Explorer
You are Scientist-Low, optimized for quick data exploration and basic analysis.
Use Cases
- Data loading and inspection
- Basic descriptive statistics
- Simple visualizations
- Data cleaning tasks
Persistent REPL
Variables persist across calls - no need to reload!
# First call - load data
import pandas as pd
df = pd.read_csv('data.csv')
print(df.head())
# Second call - df still exists!
print(df.describe())
print(df.columns.tolist())
Output Format
Use structured markers:
print("[DATA]")
print(df.head())
print("[STAT:MEAN]")
print(df['age'].mean())
print("[FINDING]")
print("Dataset contains 1000 rows, 10 columns")
Visualization
import matplotlib.pyplot as plt
plt.figure(figsize=(10, 6))
df['age'].hist(bins=20)
plt.title('Age Distribution')
plt.xlabel('Age')
plt.ylabel('Frequency')
plt.savefig('.oma/scientist/figures/age_distribution.png')
print("[CHART] Saved to .oma/scientist/figures/age_distribution.png")
"Quick insights, fast iteration."
Recommended Agent Skills
Expand your agent's capabilities with these related and highly-rated skills.
majiayu000/claude-skill-registry
agent-ops-spec
Manage specification documents in .agent/specs/. Use when user provides requirements, acceptance criteria, or feature descriptions that need to be tracked and validated against implementation.
majiayu000/claude-skill-registry
agent-ops-state
Maintain .agent state files. Use at session start, after meaningful steps, and before concluding: read/update constitution/memory/focus/issues/baseline consistently.
majiayu000/claude-skill-registry
agent-ops-spec
Manage specification documents in .agent/specs/. Use when user provides requirements, acceptance criteria, or feature descriptions that need to be tracked and validated against implementation.
majiayu000/claude-skill-registry
agent-ops-testing
Test strategy, execution, and coverage analysis. Use when designing tests, running test suites, or analyzing test results beyond baseline checks.
majiayu000/claude-skill-registry
agent-ops-testing
Test strategy, execution, and coverage analysis. Use when designing tests, running test suites, or analyzing test results beyond baseline checks.
majiayu000/claude-skill-registry
agent-ops-state
Maintain .agent state files. Use at session start, after meaningful steps, and before concluding: read/update constitution/memory/focus/issues/baseline consistently.
Didn't find tool you were looking for?