Skill audit report

Modin audit report.

Modin: Scale your Pandas workflows by changing a single line of code

REVIEWED · ALLOWSafe to tryGenerated Jun 22, 2026Heuristic metadata audit

Audit

Trust

100

Quality

Security

Maintain

Install

OpenAgentSkill Trust Score

Production candidate

Stars, maintenance, license, docs, install safety, permission surface, and installability.

The Trust Score is OpenAgentSkill's adoption layer. It is designed to help an agent decide whether a skill is safe enough to shortlist before installation.

GitHub adoption

PASS

100

10K GitHub stars

Stars/forks activity

PASS

10K stars, 676 forks; issue activity unavailable in current metadata

Recent maintenance

INFO

4mo since push

License clarity

PASS

Apache-2.0

README/SKILL.md completeness

INFO

Public metadata needs stronger README/SKILL.md context

Dependency/runtime risk

PASS

database surface

Install availability

PASS

npx skills add modin-project/modin

Install command safety

PASS

standard package or runtime install path

Permission surface

INFO

filesystem or document access, database access

Repository evidence

PASS

https://github.com/modin-project/modin

Review status

PASS

AI review data available

Real agent outcomes

INFO

No agent outcome data yet

Checks

Install and adoption review

9 passed · 2 review

Install path

PASS

npx skills add modin-project/modin

Repository

PASS

https://github.com/modin-project/modin

License

PASS

Apache-2.0

Maintenance

CHECK

4mo since push

AI review

PASS

Approved with no listed issues

README/SKILL.md completeness

PASS

Usable description available

Dependency risk

PASS

database surface

Install command safety

PASS

standard package or runtime install path

Permission surface

CHECK

filesystem or document access, database access

Stars/forks activity

PASS

10K stars, 676 forks; issue activity unavailable in current metadata

Adoption

PASS

10K GitHub stars

Warnings

No major warnings detected from available metadata.

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 modin-project/modin

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: allow
Best agents: Python + SQL
Alternatives: 3

Open agent JSON

Signals

Audit score: 90/100
Quality: 100/100
Trust: 88/100
Install safety: 92/100
Permission surface: 74/100
Maintenance: 4mo since push
Events: 3 events
GitHub stars: 10K
Last push: Feb 10, 2026

Agent safety v2

78/100 · Safe to install with normal review

Reviewedallow

Good audit and safety signals with no high-risk permission hints in public metadata.

Review the audit page, then allow agent install in a sandboxed workflow.

Safe-to-try audit
78/100 agent safety score

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.

Database access

medium

Skill may inspect schemas, query databases, or work with persistent stores.

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Modin audit report.

Stars, maintenance, license, docs, install safety, permission surface, and installability.

Install and adoption review

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