Skill audit report

data-analysis Audit report.

Guide a full data-analyst workflow from business question to recommendation. Use when the user says "analyze this data/CSV", wants EDA on a fresh dataset, asks to find patterns in this dataset (segmentation, cohorts, correlations), or wants SQL queries over files or databases via DuckDB.

EXPERIMENTAL · REVIEWNeeds reviewGenerated Oct 21, 2026Heuristic metadata audit
74
Audit
73
Trust
56
Quality
75
Security
100
Maintain
92
Install

OpenAgentSkill Trust Score

73
Strong shortlist

OpenAgentSkill Trust Score

The Trust Score helps an agent decide whether a skill is safe enough to shortlist before installation.

GitHub adoption

WARN

48

27 GitHub stars

Stars/forks activity

WARN

43

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

Recent maintenance

PASS

100

6d since push

License clarity

PASS

86

MIT

README/SKILL.md completeness

PASS

86

Metadata includes enough usage and workflow context

Dependency/runtime risk

INFO

64

external package install surface, network or browser surface

Install availability

PASS

92

npx skills add superhero-tech/superhero-skills --skill data-analysis

Install command safety

PASS

92

standard package or runtime install path

Permission surface

WARN

60

filesystem or document access, network or browser access

Repository evidence

PASS

86

https://github.com/superhero-tech/superhero-skills/tree/main/plugins/product-discovery/skills/data-analysis

Review status

WARN

46

AI review approval is missing

Agent Proven outcomes

INFO

54

No agent outcome data yet

Checks

Install and adoption review

6 Passed · 17 Needs review

Install path

92

PASS

npx skills add superhero-tech/superhero-skills --skill data-analysis

Repository

88

PASS

https://github.com/superhero-tech/superhero-skills/tree/main/plugins/product-discovery/skills/data-analysis

License

86

PASS

MIT

Maintenance

100

PASS

6d since push

AI review

55

CHECK

Review approval is missing

README/SKILL.md completeness

86

PASS

Usable description available

Dependency risk

64

CHECK

external package install surface, network or browser surface

Install command safety

92

PASS

standard package or runtime install path

Permission surface

60

CHECK

filesystem or document access, network or browser access

Stars/forks activity

43

FIX

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

Adoption

42

CHECK

27 GitHub stars

Financial decision safety

58

CHECK

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

Warnings

  • 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: filesystem or document access, network or browser access
  • GitHub adoption: 27 GitHub stars
  • Stars/forks activity: 27 stars, 6 forks; issue activity unavailable in current metadata
  • Permission surface: filesystem or document access, network or browser access
  • 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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