Discover the toolingbehind modern intelligence
The operating system for AI infrastructure discovery. Search a live map of MCP servers, AI agents, LLM tools, automation systems, and developer infrastructure.
python-analytics-skills
About AI agent tooling for Python data science workflows
45stars
9forks
Python
Quality signals
ActiveNo testsNo CIThin docsNo licenseNew
AI summary
Auto-generated overview of what this skill does and when to reach for it.
AI agent skills for Bayesian modeling and reactive Python notebooks in PyMC and marimo workflows.
Use this when
- Building Bayesian models with PyMC 6+
- Debugging PyMC inference or prior selection
- Creating reactive marimo notebooks for data analysis
- Evaluating Bayesian model performance with ArviZ
- Testing PyMC models with pytest
Don't use when
- Need non-Bayesian statistical modeling
- Working with non-Python data science tools
- Requiring traditional Jupyter notebooks
Capabilities
- Bayesian modeling with PyMC 6+ and PyTensor 3+
- Prior elicitation and sensitivity analysis with PreliZ
- Model evaluation with LOO/ELPD, stacking, and Bayes factors
- Reactive notebooks with marimo integration
- PyMC model testing with pytest fixtures
- Spline and distributional regression guidance
InstallSKILLInstall as a Claude Code skill
Universal installANY TOOL
$ npx skillcity@latest pymc-labs/python-analytics-skillsAuto-detects the skill or MCP server in this repo and installs it for Claude Code, Codex, Cursor, Cline, OpenCode, Gemini CLI, Anti-Gravity, OpenClaw and Hermes.
Requires Node.js 18+ (ships with npx).
Or install manually
# Install into ~/.claude/skills/ mkdir -p ~/.claude/skills/python-analytics-skills curl -fsSL https://raw.githubusercontent.com/pymc-labs/python-analytics-skills/main/SKILL.md -o ~/.claude/skills/python-analytics-skills/SKILL.md
Loading README…
Ask a simulated agent to run this skill. It loads the real SKILL.md and reasons over your task with NVIDIA.
python-analytics-skills — sandboxAI sandbox
Pick a quick prompt below or type your own — watch the agent execute this skill step by step.
guest@skillcity:~$Try a prompt