Skill audit report

policyengine-uk 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

EXPERIMENTAL · REVIEWNeeds reviewGenerated Nov 7, 2026Heuristic metadata audit
71
Audit
71
Trust
53
Quality
75
Security
88
Maintain
92
Install

OpenAgentSkill Trust Score

71
Manual review

OpenAgentSkill Trust Score

The Trust Score helps an agent decide whether a skill is safe enough to shortlist before installation.

GitHub adoption

WARN

48

32 GitHub stars

Stars/forks activity

WARN

43

32 stars, 6 forks; issue activity unavailable in current metadata

Recent maintenance

PASS

88

2mo since push

License clarity

PASS

86

MIT

README/SKILL.md completeness

PASS

86

Metadata includes enough usage and workflow context

Dependency/runtime risk

INFO

62

command execution surface, external package install surface

Install availability

PASS

92

npx skills add PolicyEngine/policyengine-claude --skill policyengine-uk

Install command safety

PASS

92

standard package or runtime install path

Permission surface

INFO

62

shell or command execution, filesystem or document access

Repository evidence

PASS

86

https://github.com/PolicyEngine/policyengine-claude/tree/main/skills/policyengine-uk

Review status

WARN

46

AI review approval is missing

Agent Proven outcomes

INFO

54

No agent outcome data yet

Checks

Install and adoption review

6 Passed · 11 Needs review

Install path

92

PASS

npx skills add PolicyEngine/policyengine-claude --skill policyengine-uk

Repository

88

PASS

https://github.com/PolicyEngine/policyengine-claude/tree/main/skills/policyengine-uk

License

86

PASS

MIT

Maintenance

88

PASS

2mo since push

AI review

55

CHECK

Review approval is missing

README/SKILL.md completeness

86

PASS

Usable description available

Dependency risk

62

CHECK

command execution surface, external package install surface

Install command safety

92

PASS

standard package or runtime install path

Permission surface

62

CHECK

shell or command execution, filesystem or document access

Stars/forks activity

43

FIX

32 stars, 6 forks; issue activity unavailable in current metadata

Adoption

42

CHECK

32 GitHub stars

Warnings

  • Low GitHub adoption signal
  • AI review approval is missing
  • Quality score needs review
  • GitHub adoption: 32 GitHub stars
  • Stars/forks activity: 32 stars, 6 forks; issue activity unavailable in current metadata
  • Review status: AI review approval is missing

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.