Monte Carlo

by AojdevStudio

Monte Carlo is a Data skill for Claude Code, published by AojdevStudio in Finance-Guru.

318 stars109 forkson AojdevStudio/Finance-GuruAdded 2026/09/03Repository updated 2026/09/03

View source on GitHub Download repo ZIP

ai-agentsclaude-codecodexfamily-officeopen-corepersonal-financeportfolio-analysispydanticpythonsqlite

Install in seconds

Install Monte Carlo

Copy Monte Carlo into your Claude Code skills folder. Run the command in your terminal, or review the source on GitHub before installing.

terminal

npx degit https://github.com/AojdevStudio/Finance-Guru/tree/main/.claude/skills/MonteCarlo ~/.claude/skills/MonteCarlo

Requires Node.js. Downloads this skill only — not the rest of the repository — into your Claude Code skills folder.

Without Node.js

git clone https://github.com/AojdevStudio/Finance-Guru.git

Clones the whole repository, then copy the skill’s own directory into your skills folder yourself.

In this catalog

Source file: .claude/skills/MonteCarlo/SKILL.md in AojdevStudio/Finance-Guru
Installs to: ~/.claude/skills/MonteCarlo
Collection: One of 17 skills cataloged from this repository
Category: Data — 710 skills

What Monte Carlo does

Monte Carlo runs 10,000 portfolio scenarios to estimate income probabilities, margin safety, and end-of-period outcomes. Use it for stress tests, probability analysis, or income projections on the 4-layer Finance Guru strategy.

Monte Carlo is cataloged under Data on DirSkills. Monte Carlo comes from a repository tagged ai-agents, claude-code, codex, family-office and open-core.

Documentation

README

Excerpt

MonteCarlo

Monte Carlo simulation engine for Finance Guru's 4-layer dividend income + margin living strategy. Runs 10,000 market scenarios to project income probabilities, margin safety, and portfolio outcomes over 28 months.

Workflow Routing

Workflow	Trigger	File
RunSimulation	"run monte carlo", "simulate portfolio", "stress test"	`workflows/RunSimulation.md`
IncorporateBuyTicket	"include buy ticket", "add ticket to simulation"	`workflows/IncorporateBuyTicket.md`

This is the opening of the README. Read the full README on GitHub.

Frequently asked about Monte Carlo

What else does AojdevStudio publish alongside Monte Carlo?
Monte Carlo is one of 17 skills that DirSkills catalogs from AojdevStudio/Finance-Guru, the repository it ships in. Its siblings there include Compliance Scan, Dividend Tracking and Fin Guru Research. Each one is a separate skill with its own page in this directory, installs the same way Monte Carlo does, and is maintained by AojdevStudio in that same repository. The rest of the collection is listed on the AojdevStudio/Finance-Guru page.
How does Monte Carlo compare to other Data skills?
Monte Carlo ranks #620 by stars among the 710 Data skills in this catalog. The most-starred ones next to it are Benchmark Methodology, Jupyter Notebook and Solana. DirSkills ranks by the star count of the repository each skill ships in, so that order reflects how popular those repositories are rather than any review of Monte Carlo against them. Open each page to compare what they document and how they install.