GitHub
working-with-marimo
Interactive development in marimo notebooks with validation loops. Use for creating/editing marimo notebooks and verifying execution.
☆ 1,098View skill
pymc-labs AI Skills
GitHub ↗Browse published AI skills maintained by pymc-labs. Compare skill descriptions and follow each source repository for setup instructions.
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8Repository stars across indexed skills
5,526Repository forks
476Average repository stars per indexed skill
691Repository stars may repeat across skills from the same repository.
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GitHub
loading-datasets
Loads internal CausalPy example datasets. Use when the user needs example data or asks about available demos.
☆ 1,098View skill
GitHub
designing-experiments
Selects the appropriate quasi-experimental method (DiD, ITS, SC) based on data structure and research questions. Use when the user is unsure which method to apply.
☆ 1,098View skill
GitHub
running-placebo-analysis
Performs placebo-in-time sensitivity analysis to validate causal claims. Use when checking model robustness, verifying lack of pre-intervention effects, or ensuring observed effects are not spurious.
☆ 1,098View skill
GitHub
performing-causal-analysis
Fits causal models, estimates impacts, and plots results using CausalPy. Use when performing analysis with DiD, ITS, SC, or RD.
☆ 1,098View skill
GitHub
skill-name
A clear description of what this skill does and when to use it. Include specific trigger keywords and task types that should activate this skill. Be specific about capabilities so the AI can decide when to load...
☆ 12View skill
GitHub
pymc-modeling
Bayesian statistical modeling with PyMC v5+. Use when building probabilistic models, specifying priors, running MCMC inference, diagnosing convergence, or comparing models. Covers PyMC, ArviZ, pymc-bart, pymc-e...
☆ 12View skill
GitHub
marimo-notebooks
ALWAYS use when: creating/editing marimo notebooks, working with any .py file containing @app.cell decorators, building reactive Python notebooks, doing exploratory data analysis in notebook form, converting Ju...
☆ 12View skill
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