analyzing-fiscal-policy
Evaluates government fiscal policy with budget impact, multiplier effects, and deficit/debt trajectory analysis. Use when analyzing fiscal policy, evaluating budget proposals, or assessing government spending impact.
Best use case
analyzing-fiscal-policy is best used when you need a repeatable AI agent workflow instead of a one-off prompt.
Evaluates government fiscal policy with budget impact, multiplier effects, and deficit/debt trajectory analysis. Use when analyzing fiscal policy, evaluating budget proposals, or assessing government spending impact.
Teams using analyzing-fiscal-policy should expect a more consistent output, faster repeated execution, less prompt rewriting.
When to use this skill
- You want a reusable workflow that can be run more than once with consistent structure.
When not to use this skill
- You only need a quick one-off answer and do not need a reusable workflow.
- You cannot install or maintain the underlying files, dependencies, or repository context.
Installation
Claude Code / Cursor / Codex
Manual Installation
- Download SKILL.md from GitHub
- Place it in
.claude/skills/analyzing-fiscal-policy/SKILL.mdinside your project - Restart your AI agent — it will auto-discover the skill
How analyzing-fiscal-policy Compares
| Feature / Agent | analyzing-fiscal-policy | Standard Approach |
|---|---|---|
| Platform Support | Not specified | Limited / Varies |
| Context Awareness | High | Baseline |
| Installation Complexity | Unknown | N/A |
Frequently Asked Questions
What does this skill do?
Evaluates government fiscal policy with budget impact, multiplier effects, and deficit/debt trajectory analysis. Use when analyzing fiscal policy, evaluating budget proposals, or assessing government spending impact.
Where can I find the source code?
You can find the source code on GitHub using the link provided at the top of the page.
SKILL.md Source
# Analyzing Fiscal Policy
Evaluates government fiscal policy proposals and outcomes through budget impact scoring, fiscal multiplier estimation, and deficit/debt trajectory modeling to produce actionable analysis for economists, policy advisors, and institutional researchers.
## When To Use
- Assessing a proposed or enacted government budget (federal, state/provincial, municipal)
- Estimating the macroeconomic impact of tax changes, transfer programs, or public investment
- Projecting deficit and debt-to-GDP trajectories under alternative policy scenarios
- Comparing fiscal stimulus vs. austerity packages during business cycle inflection points
- Evaluating sustainability of entitlement spending, debt service costs, or revenue assumptions
## Inputs To Gather
- **Policy specification**: Legislative text, budget proposal, or executive order with spending/revenue line items
- **Baseline budget data**: Current-year revenues, outlays, deficit, and outstanding debt levels
- **Macroeconomic assumptions**: GDP growth rate, inflation, unemployment, interest rate forecasts [VERIFY against latest CBO/IMF/central bank projections]
- **Time horizon**: Typically 5-year or 10-year scoring window; confirm with requester
- **Scoring convention**: Static vs. dynamic scoring preference; if dynamic, specify model class (Keynesian multiplier, DSGE, reduced-form)
- **Jurisdiction**: Federal vs. subnational — balanced-budget requirements and borrowing constraints vary significantly [VERIFY]
## Workflow
1. **Establish the baseline**
- Document current fiscal position: revenues, mandatory outlays, discretionary outlays, net interest, primary balance
- Record debt-to-GDP ratio and weighted-average cost of borrowing
- Identify the official baseline projection source (e.g., CBO baseline, OBR forecast, IMF Article IV) [VERIFY source vintage and assumptions]
2. **Decompose the policy change**
- Separate revenue measures (tax rate changes, base broadening, credit/deduction modifications) from expenditure measures (new programs, funding level changes, sunset provisions)
- Classify each component as temporary vs. permanent and mandatory vs. discretionary
- Quantify gross budgetary cost/savings per year over the scoring window using static assumptions first
3. **Estimate fiscal multipliers**
- Assign multiplier ranges by spending category:
- Direct government purchases: typically 0.8–1.5x [VERIFY for current output gap conditions]
- Transfer payments (unemployment, SNAP): typically 0.8–2.1x depending on marginal propensity to consume
- Tax cuts — high-income: typically 0.3–0.6x; broad-based: 0.5–1.0x
- Infrastructure investment: typically 1.0–2.0x over multi-year horizon
- Adjust multipliers for monetary policy accommodation (zero lower bound vs. active tightening), exchange rate regime, and economy's position in the cycle
- Note: multiplier estimates are model-dependent — present ranges, not point estimates
4. **Model deficit and debt trajectory**
- Project annual deficits incorporating dynamic revenue feedback (if dynamic scoring requested)
- Calculate debt-to-GDP path using assumed nominal GDP growth and effective interest rate
- Test sensitivity to interest rate shocks (+100bp, +200bp), growth shortfalls (−1pp), and inflation deviations
- Compute the fiscal gap or primary balance adjustment needed for debt stabilization over the horizon
5. **Assess macro and distributional effects**
- Estimate GDP impact (level and growth rate) under the policy vs. baseline
- Identify crowding-out risk: does increased government borrowing raise long-term rates or displace private investment?
- Note distributional incidence where data permits (quintile-level tax burden shifts, transfer benefit changes)
- Flag potential supply-side effects (labor supply responses to marginal tax rate changes, investment incentive shifts)
6. **Identify risks and structural concerns**
- Highlight reliance on optimistic growth or revenue assumptions ("rosy scenario" risk)
- Flag sunset provisions or budget gimmicks that mask true long-run cost
- Assess political feasibility of assumed spending cuts or revenue raisers
- Note contingent liabilities (loan guarantees, pension obligations) not captured in headline numbers
## Output
Structure the analysis report as follows:
- **Executive Summary**: One-paragraph verdict on net fiscal impact, multiplier-adjusted GDP effect, and debt sustainability assessment
- **Baseline Fiscal Position**: Table of current revenues, outlays, deficit, debt, and key macro assumptions
- **Policy Score**: Year-by-year static budget impact table (revenues, outlays, net deficit change)
- **Dynamic Effects**: Multiplier-adjusted GDP and revenue feedback estimates with stated assumptions
- **Debt Trajectory**: Chart-ready data showing debt-to-GDP under baseline, policy, and stress scenarios
- **Risk Factors**: Bullet list of key vulnerabilities (assumption sensitivity, political risk, structural imbalances)
- **Conclusion**: Net assessment with explicit confidence level (high/medium/low) and recommendation for further analysis if warranted
## Quality Checks
- Verify that static scores sum correctly across the scoring window and reconcile with any official scores available
- Confirm multiplier values are sourced and appropriate for the current macro environment — do not use textbook defaults without adjustment
- Ensure debt trajectory arithmetic is internally consistent (debt_t = debt_{t-1} + deficit_t; debt-to-GDP uses matching nominal GDP series)
- Check that sensitivity scenarios cover at least interest rate and growth downside cases
- Flag every jurisdiction-specific rule, statutory constraint, or data source with [VERIFY] where the analyst must confirm applicability
- Confirm the scoring window matches the requester's specification and any legislative convention (e.g., 10-year CBO window for US federal)
- Ensure no policy component is double-counted between revenue and expenditure sides