OpenAgentSkill
GitHub200+

Skill audit report

data-transformer Audit report.

Derive analysis variables from cleaned data under an explicit, reversible transformation ledger. No silent recoding, no leakage.

EXPERIMENTAL · REVIEWNeeds reviewGenerated Nov 14, 2026Heuristic metadata audit
77
Audit
71
Trust
66
Quality
77
Security
100
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

86 GitHub stars

Stars/forks activity

WARN

43

86 stars, 1 forks; issue activity unavailable in current metadata

Recent maintenance

PASS

100

11d since push

License clarity

PASS

86

MIT

README/SKILL.md completeness

PASS

86

Metadata includes enough usage and workflow context

Dependency/runtime risk

INFO

72

command execution surface

Install availability

PASS

92

npx skills add MAGA2010/data-master --skill data-transformer

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/MAGA2010/data-master/tree/main/skills/data-transformer

Review status

INFO

66

AI review data available

Agent Proven outcomes

INFO

54

No agent outcome data yet

Checks

Install and adoption review

6 Passed · 8 Needs review

Install path

92

PASS

npx skills add MAGA2010/data-master --skill data-transformer

Repository

88

PASS

https://github.com/MAGA2010/data-master/tree/main/skills/data-transformer

License

86

PASS

MIT

Maintenance

100

PASS

11d since push

AI review

55

CHECK

The skill references a parent contract and router that are not included in the submission, which may reduce standalone clarity for agents that do not have the full repository context.

README/SKILL.md completeness

86

PASS

Usable description available

Dependency risk

72

CHECK

command execution 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

86 stars, 1 forks; issue activity unavailable in current metadata

Adoption

68

INFO

86 GitHub stars

Warnings

  • The skill references a parent contract and router that are not included in the submission, which may reduce standalone clarity for agents that do not have the full repository context.
  • Quality score needs review
  • GitHub adoption: 86 GitHub stars
  • Stars/forks activity: 86 stars, 1 forks; issue activity unavailable in current 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.

Compare nearby options

Related skills to audit next

weather

Current weather and forecasts with web_fetch, falling back to wttr.in curl for locations, rain, temperature, travel planning.

391K Stars · Audit report

ticket-triage

Triage and prioritize a support ticket or customer issue. Use when a new ticket comes in and needs categorization, assigning P1-P4 priority, deciding which team should handle it, or checking whether it's a duplicate or known issue before routing.

30K Stars · Audit report

mcporter

List, configure, authenticate, call, and inspect MCP servers/tools with mcporter over HTTP or stdio.

391K Stars · Audit report