Skill audit report

csv-profiler Audit report.

Profiles a CSV file column by column, reporting inferred type, missing values, unique counts and min, max and mean for numeric columns. Use when the user hands over a CSV and asks what is in it, whether the data is clean, or what to check before analysis.

EXPERIMENTAL · REVIEWNeeds reviewGenerated Nov 5, 2026Heuristic metadata audit
76
Audit
70
Trust
64
Quality
76
Security
100
Maintain
92
Install

OpenAgentSkill Trust Score

70
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

48 GitHub stars

Stars/forks activity

WARN

43

48 stars, 4 forks; issue activity unavailable in current metadata

Recent maintenance

PASS

100

9d since push

License clarity

PASS

86

MIT

README/SKILL.md completeness

INFO

76

Public metadata needs stronger README/SKILL.md context

Dependency/runtime risk

INFO

72

command execution surface

Install availability

PASS

92

npx skills add Lethe044/agentskill-kit --skill csv-profiler

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/Lethe044/agentskill-kit/tree/main/skills/csv-profiler

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 · 10 Needs review

Install path

92

PASS

npx skills add Lethe044/agentskill-kit --skill csv-profiler

Repository

88

PASS

https://github.com/Lethe044/agentskill-kit/tree/main/skills/csv-profiler

License

86

PASS

MIT

Maintenance

100

PASS

9d since push

AI review

55

CHECK

SKILL.md mentions reporting duplicated headers, but the script does not detect or report them.

README/SKILL.md completeness

84

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

48 stars, 4 forks; issue activity unavailable in current metadata

Adoption

42

CHECK

48 GitHub stars

Warnings

  • SKILL.md mentions reporting duplicated headers, but the script does not detect or report them.
  • Low GitHub adoption signal
  • Quality score needs review
  • GitHub adoption: 48 GitHub stars
  • Stars/forks activity: 48 stars, 4 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.

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