Skill audit report
policyengine-healthcare Audit report.
US healthcare domain knowledge (Medicaid, ACA premium tax credit, CHIP, Medicare) for analysts using the policyengine package. Load for: why ACA PTC and Medicaid changes show $0 in household_net_income (the include_health_benefits_in_net_income gotcha) and how to measure health impact instead; the aca_ptc / medicaid / medicaid_category / slcsp / is_aca_ptc_eligible / per_capita_chip variables; Medicaid category precedence (42 CFR 435.119); the _fc/_nfc split; why a flat reform dict fails on required_contribution_percentage; slcsp returning $0 for the ineligible; and what "IRA reform" means. Triggers: Medicaid, ACA, premium tax credit, PTC, aca_ptc, SLCSP, CHIP, Medicare, MAGI, coverage gap, Medicaid expansion, IRA subsidy extension, required contribution percentage, age curve, family tier, medicaid_category. NOT for: non-health US programs (use policyengine-us); new health variables (use policyengine-model-development); core calculate_household / Simulation mechanics (use the policyeng
OpenAgentSkill Trust Score
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
PASS88
2mo since push
License clarity
PASS86
MIT
README/SKILL.md completeness
INFO76
Public metadata needs stronger README/SKILL.md context
Dependency/runtime risk
PASS90
no major dependency risk hints in public metadata
Install availability
PASS92
npx skills add PolicyEngine/policyengine-claude --skill policyengine-healthcare
Install command safety
PASS92
standard package or runtime install path
Permission surface
PASS100
no high-risk permission surface in public metadata
Repository evidence
PASS86
https://github.com/PolicyEngine/policyengine-claude/tree/main/skills/policyengine-healthcare
Review status
WARN46
AI review approval is missing
Agent Proven outcomes
INFO54
No agent outcome data yet
Checks
Install and adoption review
Install path
92
npx skills add PolicyEngine/policyengine-claude --skill policyengine-healthcare
Repository
88
https://github.com/PolicyEngine/policyengine-claude/tree/main/skills/policyengine-healthcare
License
86
MIT
Maintenance
88
2mo since push
AI review
55
Review approval is missing
README/SKILL.md completeness
84
Usable description available
Dependency risk
90
no major dependency risk hints in public metadata
Install command safety
92
standard package or runtime install path
Permission surface
100
no high-risk permission surface in public metadata
Stars/forks activity
43
32 stars, 6 forks; issue activity unavailable in current metadata
Adoption
42
32 GitHub stars
Financial decision safety
58
Research-only use: do not treat output as financial advice or execute a position without human approval.
Warnings
- Financial research output is not financial advice; require human review before any live investment decision
- Low GitHub adoption signal
- AI review approval is missing
- Financial research output is not financial advice; require human review before any live investment decision.
- 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.
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