Writing Livekit Scenarios
livekit-examples/agent-starter-python
Creates and maintains the scenarios a LiveKit agent simulation runs, and wires the agent to consume them.
Run Monte Carlo simulations for Finance Guru portfolio strategy.
Install Monte Carlo
$ npx skills add AojdevStudio/Finance-Guru --skill monte-carlo -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install AojdevStudio/Finance-Guru monte-carlo --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/AojdevStudio/Finance-Guru.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.claude/skills/MonteCarlo .claude/skills/monte-carlo && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "monte-carlo" agent skill from https://github.com/AojdevStudio/Finance-Guru/tree/main/.claude/skills/MonteCarlo into .claude/skills/monte-carlo/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "monte-carlo", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/AojdevStudio/Finance-Guru/tree/main/.claude/skills/MonteCarloType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add AojdevStudio/Finance-Guru --skill monte-carlo -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install AojdevStudio/Finance-Guru monte-carlo --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/AojdevStudio/Finance-Guru.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.claude/skills/MonteCarlo .agents/skills/monte-carlo && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "monte-carlo" agent skill from https://github.com/AojdevStudio/Finance-Guru/tree/main/.claude/skills/MonteCarlo into .agents/skills/monte-carlo/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "monte-carlo", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add AojdevStudio/Finance-Guru --skill monte-carlo -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install AojdevStudio/Finance-Guru monte-carlo --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/AojdevStudio/Finance-Guru.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.claude/skills/MonteCarlo .cursor/skills/monte-carlo && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "monte-carlo" agent skill from https://github.com/AojdevStudio/Finance-Guru/tree/main/.claude/skills/MonteCarlo into .cursor/skills/monte-carlo/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "monte-carlo", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/AojdevStudio/Finance-Guru.git --path .claude/skills/MonteCarlo--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add AojdevStudio/Finance-Guru --skill monte-carlo -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install AojdevStudio/Finance-Guru monte-carlo --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/AojdevStudio/Finance-Guru.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.claude/skills/MonteCarlo .gemini/skills/monte-carlo && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "monte-carlo" agent skill from https://github.com/AojdevStudio/Finance-Guru/tree/main/.claude/skills/MonteCarlo into .gemini/skills/monte-carlo/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "monte-carlo", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install AojdevStudio/Finance-Guru monte-carloInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add AojdevStudio/Finance-Guru --skill monte-carlo -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/AojdevStudio/Finance-Guru.git skills-src && mkdir -p .github/skills && cp -r skills-src/.claude/skills/MonteCarlo .github/skills/monte-carlo && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "monte-carlo" agent skill from https://github.com/AojdevStudio/Finance-Guru/tree/main/.claude/skills/MonteCarlo into .github/skills/monte-carlo/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "monte-carlo", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add AojdevStudio/Finance-Guru --skill monte-carlo -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install AojdevStudio/Finance-Guru monte-carlo --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/AojdevStudio/Finance-Guru.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.claude/skills/MonteCarlo .opencode/skills/monte-carlo && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "monte-carlo" agent skill from https://github.com/AojdevStudio/Finance-Guru/tree/main/.claude/skills/MonteCarlo into .opencode/skills/monte-carlo/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "monte-carlo", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
monte-carlo- GitHub stars
- 322
- Token cost
- ~1k tokens
- SKILL.md length
- 336 words
- Files
- 5
- Skills in repo
- 18
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
Run Monte Carlo simulations for Finance Guru portfolio strategy.
- User mentions monte carlo OR run simulation OR stress test portfolio OR probability analysis OR income projections OR margin safety analysis
- SKILL.md covers Workflow Routing, Examples, Key Metrics Produced and Output Files, plus 2 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
- Tasks that involve Load testing
What it does
Monte Carlo is an agent skill from AojdevStudio/Finance-Guru. Run Monte Carlo simulations for Finance Guru portfolio strategy. USE WHEN user mentions monte carlo OR run simulation OR stress test portfolio OR probability analysis OR income projections OR margin safety analysis. Supports a 4-layer portfolio (Growth, Income, Hedge, GOOGL) with operator-supplied starting values.
Its SKILL.md is about 1k tokens, which your agent loads only when the skill is triggered. The skill folder holds 6 other files (for example `PortfolioParser.md`, `workflows/IncorporateBuyTicket.md` and `workflows/RunSimulation.md`).
It sits in Testing & QA, covering Load testing. The repository describes itself as: Self-hosted family office engine: typed Python calculators, a private SQLite ledger, and specialist agents for Claude Code and Codex. Agents propose. Typed code computes.
When your agent uses it
- User mentions monte carlo OR run simulation OR stress test portfolio OR probability analysis OR income projections OR margin safety analysis
- Tasks that involve Load testing
Example prompts
- “/monte-carlo”
What it can do on your machine
Read from SKILL.md and the folder at commit a81bcd7. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Monte Carlo loads about 1k tokens when it runs. Until then it costs about 82 tokens; SKILL.md has 336 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 336 words (~1,036 tokens).
“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.”
- name
- monte-carlo
Files
SKILL.md and 4 other files in .claude/skills/MonteCarlo of AojdevStudio/Finance-Guru.
- SKILL.md
- PortfolioParser.md
- tools/.gitkeep
- workflows/IncorporateBuyTicket.md
- workflows/RunSimulation.md
Open the folder on GitHubat commit a81bcd7
Compare with similar skills
Monte Carlo next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Monte Carlo this skillAojdevStudio/Finance-Guru | 322 | — | ~1k | Automated safety check: Pass | Custom licence | |
| Writing Livekit Scenarioslivekit-examples/agent-starter-python | 264 | 1 repos | ~2.5k | Automated safety check: Pass | MIT | |
| Go Testingcxuu/golang-skills | 170 | 1 repos | ~1.3k | Automated safety check: Pass | Apache-2.0 | |
| Goalcraftgrp06/goalcraft | 102 | — | ~3.8k | Automated safety check: Pass | MIT | |
| Thinking Partnermattnowdev/thinking-partner | 206 | — | ~4.4k | Automated safety check: Pass | MIT | |
| Visionkunchenguid/vision | 329 | — | ~2.9k | Automated safety check: Pass | MIT |
Similar skills
Go Testing
cxuu/golang-skills
A skill your agent uses when writing, reviewing, or improving Go test code — including table-driven tests, subtests, parallel tests, test helpers, test doubles, and assertions with cmp.Diff.
Goalcraft
grp06/goalcraft
Turn a rough draft, vague ambition, or messy task brief into a powerful Codex /goal objective for persistent, evidence-checked work.
Thinking Partner
mattnowdev/thinking-partner
A deterministic thinking partner that challenges assumptions and applies mental models to sharpen decisions, solve problems, and think more clearly.
Vision
kunchenguid/vision
Draft and stress-test a VISION.md for a repository, then iterate with the author on an interactive review board until approved.
Volt Load Testing
owenHochwald/volt
Safely exercise and evaluate HTTP APIs with the Volt CLI, including authenticated requests, JSON bodies, staged load, machine-readable results, performance baselines, and before/after comparisons.
More from AojdevStudio/Finance-Guru
All 18 skills in this repoCompliance Scan
AojdevStudio/Finance-Guru
Privacy and security compliance scanner for the Finance Guru repo.
Dividend Tracking
AojdevStudio/Finance-Guru
Refresh the local DB, then read and analyze DIVIDEND rows from familyoffice.db for Layer 2 income tracking.
Fin Guru Compliance Review
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Compliance review of a Finance Guru deliverable or a proposed position.
Fin Guru Output Contract
AojdevStudio/Finance-Guru
The six-part shape of every Finance Guru analysis answer: bottom line, a numbers table that names the source command, assumptions and gaps, confidence, evidence, and the disclaimer.
Fin Guru Quant Analysis
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Quantitative analysis of tickers or the portfolio through the engine's calculators.
Fin Guru Strategize
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Turn research and quantitative results into a portfolio strategy with allocation changes, entry timing, position sizing, margin and dividend tactics, and an implementation plan with triggers.
Related
Categories
Questions about Monte Carlo
What does Monte Carlo do?
Run Monte Carlo simulations for Finance Guru portfolio strategy. Monte Carlo is an agent skill from AojdevStudio/Finance-Guru. Run Monte Carlo simulations for Finance Guru portfolio strategy.
When should I use Monte Carlo?
Monte Carlo fits situations like: user mentions monte carlo OR run simulation OR stress test portfolio OR probability analysis OR income projections OR margin safety analysis; tasks that involve Load testing.
How do I install Monte Carlo in Claude Code?
Run `npx skills add AojdevStudio/Finance-Guru --skill monte-carlo -a claude-code`. Or copy the skill folder (.claude/skills/MonteCarlo in AojdevStudio/Finance-Guru) into .claude/skills/monte-carlo in your project. Claude Code loads it when a task matches its description.
How do I install Monte Carlo in Codex?
Run `npx skills add AojdevStudio/Finance-Guru --skill monte-carlo -a codex`. Or copy the skill folder (.claude/skills/MonteCarlo in AojdevStudio/Finance-Guru) into .agents/skills/monte-carlo in your project. Codex loads it when a task matches its description.
Can I use Monte Carlo in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add AojdevStudio/Finance-Guru --skill monte-carlo -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/monte-carlo, .gemini/skills/monte-carlo, .github/skills/monte-carlo and .opencode/skills/monte-carlo in your project.
What does Monte Carlo need to run?
SKILL.md names no scripts, command-line tools or credentials: Monte Carlo is instructions for the agent only.
Does Monte Carlo access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Monte Carlo safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does Monte Carlo use?
Monte Carlo has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.
How many tokens does Monte Carlo use?
About 1k tokens (SKILL.md is roughly 4.1k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Monte Carlo?
Skills that share tags, products or a category with Monte Carlo: Writing Livekit Scenarios (livekit-examples/agent-starter-python, 264 stars), Go Testing (cxuu/golang-skills, 170 stars), Goalcraft (grp06/goalcraft, 102 stars) and Thinking Partner (mattnowdev/thinking-partner, 206 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Monte Carlo?
AojdevStudio (a GitHub user) maintains it in AojdevStudio/Finance-Guru, which has 322 GitHub stars. The repository holds 18 skills in this directory. The repository was last updated on October 7, 2026.
Source: AojdevStudio/Finance-Guru on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.