skills/documentation/policyengine-user-guide-skill/SKILL.md
Using PolicyEngine web apps to analyze tax and benefit policy impacts - for users of policyengine.org. Triggers: "how to use PolicyEngine", "household calculator", "policy reform on website", "policyengine.org walkthrough", "web app guide"
npx skillsauth add policyengine/policyengine-claude policyengine-user-guideInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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This skill helps you use PolicyEngine to analyze how tax and benefit policies affect households and populations.
PolicyEngine computes the impact of public policy on households and society. You can:
Main features:
US: https://policyengine.org/us/household UK: https://policyengine.org/uk/household
Income:
Household composition:
Location:
Deductions (US):
Net income - Your income after taxes and benefits
Breakdown:
Charts:
US: https://policyengine.org/us/policy UK: https://policyengine.org/uk/policy
Browse parameters by:
Example: Increase Child Tax Credit
Budgetary impact:
Poverty impact:
Distributional impact:
Inequality impact:
Share URL: Every reform has a unique URL you can share:
policyengine.org/us/policy?reform=12345®ion=enhanced_us&timePeriod=2025
Parameters in URL:
reform=12345 - Your custom reform IDregion=enhanced_us - Geography (US, state, or congressional district)timePeriod=2025 - Year of analysisSupplemental Poverty Measure (SPM):
Gini coefficient:
Income deciles:
Winners and losers:
Household impact charts:
Population impact charts:
Once you understand the web app, you can:
Use the Python client:
policyengine-python-client-skill for programmatic accesspolicyengine-us-skill for detailed simulation patternsCreate custom analyses:
policyengine-analysis-skill for analysis patternsmicrodf-skill for data analysis utilitiesAccess the API directly:
policyengine-api-skill for API documentationTo contribute to PolicyEngine development:
Understanding the stack:
policyengine-core-skill for engine architecturepolicyengine-us-skill for country model patternspolicyengine-api-skill for API developmentpolicyengine-app-skill for app developmentDevelopment standards:
policyengine-standards-skill for code quality requirementspolicyengine-writing-skill for documentation stylePolicyEngine uses official tax and benefit rules from legislation and regulations. Calculations match official calculators (IRS, SSA, etc.) for individual households.
Population-level estimates use microsimulation with survey data (Current Population Survey for US, Family Resources Survey for UK).
PolicyEngine is for policy analysis, not tax filing. Results are estimates based on the information you provide. For filing taxes, use IRS.gov or professional tax software.
PolicyEngine is a nonprofit funded by grants and donations. The platform is free to use.
Yes! Charts can be downloaded as PNG or HTML. You can also share reform URLs with others.
US (federal):
UK:
For complete lists, see:
If you find incorrect calculations:
If you find app bugs:
development
ALWAYS LOAD THIS SKILL for PolicyEngine PR reviews, including when the user invokes $review-program or Codex /review on a PolicyEngine PR. Performs read-only code validation, source-reference checks, regulatory review, optional PDF audit, summary reporting, and optional GitHub comment posting.
development
Use when the user invokes $fix-pr or asks Codex to apply fixes to a PolicyEngine PR based on $review-program findings, GitHub review comments, CI failures, or local review reports.
development
Use when the user invokes $encode-policy-v2 or asks Codex to implement a new PolicyEngine-US state benefit program from official rules. Covers research, source collection, requirement extraction, scoped implementation, tests, validation, and draft PR preparation.
development
Deploying PolicyEngine frontend apps to Vercel - naming, scope, team settings