Skillget

genpark-personal-agent-financial-runway-monte-carlo-skill

mcp
Security Audit
Warn
Health Warn
  • License — License: MIT
  • Description — Repository has a description
  • Active repo — Last push 0 days ago
  • Low visibility — Only 7 GitHub stars
Code Pass
  • Code scan — Scanned 4 files during light audit, no dangerous patterns found
Permissions Pass
  • Permissions — No dangerous permissions requested

No AI report is available for this listing yet.

SUMMARY

Personal Agent Financial Runway Monte Carlo - Zero-dependency stochastic cash runway modeler, Box-Muller Gaussian Monte Carlo simulation, and safe discretionary burn budget calculator.

README.md

genpark-personal-agent-financial-runway-monte-carlo-skill

Tests
License
Python
Dependencies
Coverage

GenPark Personal Agent Financial Runway Monte Carlo provides zero-dependency personal finance modeling, simulating stochastic income shocks and deriving safe discretionary burn caps.

flowchart TD
    A[Liquid Assets & Fixed/Variable Burn] --> B[Box-Muller Gaussian Stochastic Generator]
    B --> C[500-Path Monte Carlo Runway Simulation]
    C --> D[Empirical Probability of Ruin & P10 Wealth]
    E[Target Horizon & Reserve Floors] --> F[Safe Discretionary Burn Budget Calculator]
    D & F --> G[Personal Financial Fiduciary Plan]

Features

  • Monte Carlo Runway Simulation: Evaluates 500 stochastic paths incorporating income volatility.
  • Safe Discretionary Burn Budget: Recommends daily and monthly spending caps to preserve runway.
  • Emergency Liquidity Buffer: Quantifies zero-income survival days and resilience tiers.

Quickstart

from client import PersonalAgentFinancialRunwayMonteCarlo

fiduciary = PersonalAgentFinancialRunwayMonteCarlo()
res = fiduciary.compute_safe_discretionary_burn_budget(60000.0, 2500.0, 12)
print("Safe Daily Spend:", res["safe_daily_discretionary_spend_usd"])

FastMCP Integration

python -m genpark-personal-agent-financial-runway-monte-carlo-skill.mcp_server

License

MIT

Reviews (0)

No results found