
Pymc Modeling
Load whenever the user is working on code that imports pymc, pytensor, or arviz, or asks about Bayesian modeling, MCMC, priors, posteriors, sampling, or model diagnostics. Covers P

Turn Google Sheets into a powerful database and workflow engine using formulas, Apps Script, and integrations. Use when building systems in Sheets, automatin...
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Load whenever the user is working on code that imports pymc, pytensor, or arviz, or asks about Bayesian modeling, MCMC, priors, posteriors, sampling, or model diagnostics. Covers P

Use when the user asks to create, scaffold, or edit Jupyter notebooks (`.ipynb`) for experiments, explorations, or tutorials; prefer the bundled templates and run the helper script

Calculate compound interest and investment growth using financial formulas. Use when you need to plan savings, compare rates, or project wealth.

A relentless AI agent skill for destroying personal debt permanently. Maps every dollar you owe into a single battlefield view, builds a payoff strategy cali...

Step-by-step protocol for building an emergency fund from zero. Use when someone has no savings buffer, lives paycheck to paycheck, or wants a concrete syste...

Use when asked to make a budget, plan monthly spending, allocate income, or get finances under control. Produces a categorized budget (a 50/30/20-style all
Set up and maintain basic bookkeeping for a solopreneur business. Use when tracking income and expenses, preparing for taxes, managing invoices and receipt
Complete personal finance system — budgeting, debt payoff, investing, tax optimization, net worth tracking, and financial independence planning. Use when man...
Teach calm grocery-label literacy: serving size, ingredients order, and claim decoding — not medical advice.
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