analyze-japan-debt-service-tax-burden

Quantify Japan's debt service burden relative to tax revenue under yield scenarios.

3|1|Updated Jan 12, 2026
One-click install
npx skills add https://github.com/fatfingererr/macro-skills --skill analyze-japan-debt-service-tax-burden
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: analyze-japan-debt-service-tax-burden
Source: https://github.com/fatfingererr/macro-skills/tree/main/skills/analyze-japan-debt-service-tax-burden
Command: npx skills add https://github.com/fatfingererr/macro-skills --skill analyze-japan-debt-service-tax-burden

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires pandas, numpy, requests, matplotlib, and includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill translates qualitative narratives about Japan's government debt burden into verifiable data points using JGB yield data and MOF fiscal data, enabling consistent validation of macro storytelling.

Core Features & Use Cases

  • Current-state verification: compute Interest/Tax ratio, debt stock, and yield context to assess fiscal resilience.
  • Stress testing: generate scenarios with yield shocks and tax shocks to project future burdens and risk bands.
  • Narrative cross-check: compare multiple tax baselines (national_tax / general_account_tax / total_revenue) and interest baselines (interest_only / debt_service) to surface口徑 inconsistencies and ensure transparent reporting.
  • ** spillover context**: outline potential external channels (e.g., US assets exposure) without assuming behavior, for cross-border risk framing.

Quick Start

Run the quick check to obtain an at-a-glance status and then proceed to full analyses as needed.

Quick Start

  • python scripts/japan_debt_analyzer.py --quick

Frequently Asked Questions about analyze-japan-debt-service-tax-burden

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I calculate Japan's government debt service burden relative to tax revenue?

Calculate Japan's debt service burden by computing the Interest/Tax ratio using JGB yield data and MOF fiscal data, which quantifies debt sustainability against national tax revenue under multiple yield scenarios.

Can I stress test JGB yield shocks against Japan's fiscal data?

Yes, you can stress test JGB yield shocks by applying rate and tax shocks to MOF fiscal data, projecting future debt burdens and generating risk bands to verify fiscal resilience.

What is the best way to analyze Japan debt risk using pandas and numpy?

Analyze Japan debt risk using pandas and numpy by processing MOF fiscal data and JGB yields to calculate implied average rates, debt-in-US-terms, and Interest/Tax ratios for transparent macro validation.

Does this fiscal analysis tool compare different tax baselines for Japan government debt?

Yes, it compares national_tax, general_account_tax, and total_revenue baselines alongside interest_only and debt_service metrics to surface caliber inconsistencies and ensure transparent fiscal reporting.

How do I run a quick check for Japan debt sustainability analysis?

Run a quick check for Japan debt sustainability by executing the python script with the --quick flag, which provides an at-a-glance status of the Interest/Tax ratio and current yield context.

What spillover considerations does this Japan debt stress test include for US assets?

The stress test includes spillover considerations for US assets by outlining potential external channels and cross-border risk framing without assuming specific market behavior or exposure paths.