Skill audit report
Load before writing PolicyEngine-UK code — UK household calculations, income tax (incl. Scottish and Welsh variations), National Insurance, Universal Credit and other benefits, poverty and reform analysis. Covers the person/benunit/household entity model (UK has NO tax_unit), pe.uk.calculate_household, BHC vs AHC poverty, ITL1 regions, populace_uk_2023 data, and the policyengine_uk Scenario surface for country-model development. Triggers: Microcosm (formerly Populace), policyengine uk, pe.uk, Universal Credit, child benefit, pension credit, housing benefit, council tax, income tax, national insurance, personal allowance, Scottish income tax, Welsh rate, benunit, hbai, in_poverty_bhc, in_poverty_ahc, ITL1 region, populace_uk, HUGGING_FACE_TOKEN, UK reform, Scenario. NOT for: US or Canada models (see policyengine-us / policyengine-canada), general microsimulation mechanics (see policyengine), or implementing new UK variables/parameters inside the model (see policyengine-model-development
OpenAgentSkill Trust Score
The Trust Score helps an agent decide whether a skill is safe enough to shortlist before installation.
GitHub adoption
WARN48
32 GitHub stars
Stars/forks activity
WARN43
32 stars, 6 forks; issue activity unavailable in current metadata
Recent maintenance
PASS100
14d since push
License clarity
PASS86
MIT
README/SKILL.md completeness
PASS86
Metadata includes enough usage and workflow context
Dependency/runtime risk
INFO62
command execution surface, external package install surface
Install availability
PASS92
npx skills add PolicyEngine/policyengine-claude --skill policyengine-uk
Install command safety
PASS92
standard package or runtime install path
Permission surface
INFO62
shell or command execution, filesystem or document access
Repository evidence
PASS86
https://github.com/PolicyEngine/policyengine-claude/tree/main/skills/policyengine-uk
Review status
WARN46
AI review approval is missing
Agent Proven outcomes
INFO54
No agent outcome data yet
Checks
Install path
92
npx skills add PolicyEngine/policyengine-claude --skill policyengine-uk
Repository
88
https://github.com/PolicyEngine/policyengine-claude/tree/main/skills/policyengine-uk
License
86
MIT
Maintenance
100
14d since push
AI review
55
Review approval is missing
README/SKILL.md completeness
86
Warnings
Method
This report combines public metadata, AI review output, repository freshness, install readiness, OpenAgentSkill events, quality scoring, trust checks, and the agent safety gate. It is not a full source-code security review.
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Usable description available
Dependency risk
62
command execution surface, external package install surface
Install command safety
92
standard package or runtime install path
Permission surface
62
shell or command execution, filesystem or document access
Stars/forks activity
43
32 stars, 6 forks; issue activity unavailable in current metadata
Adoption
42
32 GitHub stars
Agent safety v2
Sparse or mixed signals. Useful for discovery, but not for autonomous installation.
Test manually in an isolated workspace and compare against safer alternatives.
Shell or command execution
highSkill metadata references terminal, CLI, shell, subprocess, or command execution workflows.
Network access
mediumSkill likely fetches remote pages, APIs, repositories, or external services.
Filesystem access
mediumSkill may read or write project files, documents, generated artifacts, or local workspace state.