GitHub
policyengine-simulation-mechanics
Advanced simulation patterns with policyengine.py - ensure(), output_dataset.data, and map_to_entity()
☆ 5View skill
PolicyEngine AI Skills
GitHub ↗Browse published AI skills maintained by PolicyEngine. Compare skill descriptions and follow each source repository for setup instructions.
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Indexed skills
29Repository stars across indexed skills
145Repository forks
29Average repository stars per indexed skill
5Repository stars may repeat across skills from the same repository.
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GitHub
policyengine-review-patterns
PolicyEngine code review patterns - validation checklist, common issues, review standards
☆ 5View skill
GitHub
policyengine-vectorization
PolicyEngine vectorization patterns - NumPy operations, where/select usage, avoiding scalar logic with arrays
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GitHub
microcalibrate
Survey weight calibration to match population targets - used in policyengine-us-data for enhanced microdata
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GitHub
policyengine-python-client
Using PolicyEngine programmatically via Python client or REST API
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GitHub
policyengine-testing-patterns
PolicyEngine testing patterns - YAML test structure, naming conventions, period handling, and quality standards
☆ 5View skill
GitHub
policyengine-design
PolicyEngine visual identity - colors, fonts, logos, and branding for web apps, calculators, charts, and research
☆ 5View skill
GitHub
policyengine-district-analysis
Analyze policy impacts for congressional districts and representatives' constituents. Use when the user mentions a specific district (NY-17, CA-52), a representative's name, or asks about geographic policy impa...
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GitHub
policyengine-app
PolicyEngine React web application - the user interface at policyengine.org
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GitHub
policyengine-period-patterns
PolicyEngine period handling - converting between YEAR, MONTH definition periods and testing patterns
☆ 5View skill
GitHub
policyengine-aggregation
PolicyEngine aggregation patterns - using adds attribute and add() function for summing variables across entities
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GitHub
policyengine-writing
PolicyEngine writing style for blog posts, documentation, PR descriptions, and research reports - emphasizing active voice, quantitative precision, and neutral tone
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GitHub
policyengine-uk-data
UK survey data enhancement - FRS with WAS imputation patterns
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GitHub
policyengine-api
PolicyEngine API - Flask REST service powering policyengine.org and programmatic access
☆ 5View skill
GitHub
policyengine-variable-patterns
PolicyEngine variable patterns - variable creation, no hard-coding principle, federal/state separation, metadata standards
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GitHub
policyengine-us
PolicyEngine-US federal and state tax/benefit rules - variables, parameters, household situations. For national/state microsimulation see policyengine-microsimulation; for district-level see policyengine-distri...
☆ 5View skill
GitHub
policyengine-user-guide
Using PolicyEngine web apps to analyze tax and benefit policy impacts - for users of policyengine.org
☆ 5View skill
GitHub
microdf
Weighted pandas DataFrames for survey microdata analysis - inequality, poverty, and distributional calculations
☆ 5View skill
GitHub
policyengine-code-style
PolicyEngine code writing style guide - formula optimization, direct returns, eliminating unnecessary variables
☆ 5View skill
GitHub
policyengine-uk
PolicyEngine-UK tax and benefit microsimulation patterns, situation creation, and common workflows
☆ 5View skill
GitHub
policyengine-microsimulation
ALWAYS USE THIS SKILL for PolicyEngine microsimulation, population-level analysis, winners/losers calculations. Triggers: "microsimulation", "share who would lose/gain", "policy impact", "national average", wei...
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GitHub
microimpute
ML-based variable imputation for survey data - used in policyengine-us-data to fill missing values
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GitHub
policyengine-core
PolicyEngine Core simulation engine - the foundation powering all PolicyEngine calculations
☆ 5View skill
GitHub
policyengine-standards
PolicyEngine coding standards, formatters, CI requirements, and development best practices
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The default order uses GitHub repository stars from our indexed data. Stars belong to the source repository and may be shared by multiple skills. They indicate repository interest, not skill installs or an independent quality score.