Skill audit report

policyengine Audit report.

ALWAYS load this skill before writing any Python that computes taxes, benefits, or policy impacts with PolicyEngine — household calculations, microsimulation, reform scoring, poverty or distributional analysis, state/district/constituency breakdowns. Triggers: policyengine, microsimulation, calculate_household, reform impact, budgetary impact, cost of a policy, revenue estimate, poverty rate, child poverty, winners and losers, decile, Gini, inequality, CTC, EITC, SNAP, income tax, universal credit, state-level analysis, congressional district, constituency, Microcosm (formerly Populace) dataset, MicroSeries, ensure_datasets, economic_impact_analysis, managed_microsimulation. NOT for: implementing new variables/parameters inside country models (use policyengine-model-development) or calling the REST API from JS (use policyengine-api).

EXPERIMENTAL · REVIEWNeeds reviewGenerated Nov 5, 2026Heuristic metadata audit

Audit

Trust

Quality

Security

Maintain

Install

OpenAgentSkill Trust Score

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

32 GitHub stars

Stars/forks activity

WARN

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

Recent maintenance

PASS

2mo since push

License clarity

PASS

MIT

README/SKILL.md completeness

PASS

Metadata includes enough usage and workflow context

Dependency/runtime risk

WARN

command execution surface, external package install surface

Install availability

PASS

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

Install command safety

PASS

standard package or runtime install path

Permission surface

WARN

shell or command execution, filesystem or document access

Repository evidence

PASS

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

Review status

WARN

AI review approval is missing

Agent Proven outcomes

INFO

No agent outcome data yet

Checks

Install and adoption review

6 Passed · 18 Needs review

Install path

PASS

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

Repository

PASS

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

License

PASS

MIT

Maintenance

PASS

2mo since push

AI review

CHECK

Review approval is missing

README/SKILL.md completeness

PASS

Usable description available

Dependency risk

FIX

command execution surface, external package install surface

Install command safety

PASS

standard package or runtime install path

Permission surface

FIX

shell or command execution, filesystem or document access

Stars/forks activity

FIX

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

Adoption

CHECK

32 GitHub stars

Financial decision safety

CHECK

Research-only use: do not treat output as financial advice or execute a position without human approval.

Warnings

Dependency or permission surface needs review
Permission surface may require sandboxing
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
Permission surface needs review: shell or command execution, filesystem or document access
GitHub adoption: 32 GitHub stars
Stars/forks activity: 32 stars, 6 forks; issue activity unavailable in current metadata
Dependency/runtime risk: command execution surface, external package install surface
Permission surface: shell or command execution, filesystem or document access

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.

Install path

Review the report before installing into production agents.

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

Agent-readable metadata

Machine decision packet

Embedded JSON exposes suited tasks, suited agents, install command, trust score, safety gate, alternatives, and do-not-use conditions for agent review.

Install policy: review
Best agents: Codex + Claude Code
Alternatives: 3

Open agent JSON

Signals

Audit score: 70/100
Quality: 53/100
Trust: 70/100
Install safety: 92/100
Permission surface: 48/100
Maintenance: 2mo since push
Events: 11 events
GitHub stars: 32
Last push: Sep 13, 2026

Agent safety v2

42/100 · Avoid automatic install

Experimentalreview

Sparse or mixed signals. Useful for discovery, but not for autonomous installation.

Test manually in an isolated workspace and compare against safer alternatives.

High-risk permission hints: Shell or command execution
42/100 agent safety score

Shell or command execution

high

Skill metadata references terminal, CLI, shell, subprocess, or command execution workflows.

Network access

medium

Skill likely fetches remote pages, APIs, repositories, or external services.

Filesystem access

medium

Skill may read or write project files, documents, generated artifacts, or local workspace state.

High-risk permission hints: Shell or command execution
Dependency or permission surface needs review

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