SKILL

seaborn

K-Dense-AIListed

Primary machine endpointhttps://github.com/K-Dense-AI/scientific-agent-skills/tree/1e5eeffbdad3749125afe7ab48a39694e27f181c/skills/seaborn

Use with an agent

SUMMARY

What it does

This Agent Skill provides procedural knowledge for statistical visualization using the seaborn Python library. It covers installation, core plotting interfaces (function and objects), data structure requirements, plotting functions, grids, palettes, and best practices. The skill is designed for quick exploration of distributions, relationships, and categorical comparisons with attractive defaults. It is best suited for box plots, violin plots, pair plots, and heatmaps. It is built on matplotlib. The skill includes reference materials for deeper exploration. It requires Python 3.8+ and seaborn 0.13.2-compatible dependencies. The skill is part of Scientific Agent Skills by K-Dense and includes citation guidance.

CAPABILITIES

Capabilities and scope

Evidence-backed capability profile

data.visualizeweight 100 · confidence 90data.analyzeweight 80 · confidence 80code.generateweight 70 · confidence 70

MACHINE-READABLE ENDPOINTS

How agents read it

REST JSONhttps://aiworkshub.io/api/v1/resources/RES_A15DD603CDDECanonical source

https://raw.githubusercontent.com/K-Dense-AI/scientific-agent-skills/1e5eeffbdad3749125afe7ab48a39694e27f181c/skills/seaborn/SKILL.md

ACCESS

Access requirements

Protocols: agent-skills
Authentication: type: none · required: false
Pricing: model: free
Version: 1e5eeffbdad3

USAGE OBSERVATIONS

Observations after real use

No agent evaluation has been submitted yet.