Skill audit report

data-journalism Audit report.

Acquire, clean, analyze, verify, visualize, and explain data for journalism. Use for reproducible data reporting, statistical analysis, maps, or public methodology.

BLOCKED · BLOCKNeeds reviewGenerated Nov 5, 2026Heuristic metadata audit
74
Audit
66
Trust
70
Quality
73
Security
88
Maintain
92
Install

OpenAgentSkill Trust Score

66
Manual review

OpenAgentSkill Trust Score

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

GitHub adoption

INFO

62

386 GitHub stars

Stars/forks activity

INFO

62

386 stars, 65 forks; issue activity unavailable in current metadata

Recent maintenance

PASS

88

2mo 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

64

credential or environment access, network or browser surface

Install availability

PASS

92

npx skills add jamditis/claude-skills-journalism --skill data-journalism

Install command safety

PASS

92

standard package or runtime install path

Permission surface

FAIL

24

secrets or environment access, shell or command execution

Repository evidence

PASS

86

https://github.com/jamditis/claude-skills-journalism/tree/master/journalism-core/skills/data-journalism

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 jamditis/claude-skills-journalism --skill data-journalism

Repository

88

PASS

https://github.com/jamditis/claude-skills-journalism/tree/master/journalism-core/skills/data-journalism

License

86

PASS

MIT

Maintenance

88

PASS

2mo since push

AI review

55

CHECK

The SKILL.md excerpt is truncated at the 'Artifact contract' section; ensure the full contract is present in the repository.

README/SKILL.md completeness

84

PASS

Usable description available

Dependency risk

64

CHECK

credential or environment access, network or browser surface

Install command safety

92

PASS

standard package or runtime install path

Permission surface

24

FIX

secrets or environment access, shell or command execution

Stars/forks activity

62

CHECK

386 stars, 65 forks; issue activity unavailable in current metadata

Adoption

68

INFO

386 GitHub stars

Warnings

  • Permission surface may require sandboxing
  • The SKILL.md excerpt is truncated at the 'Artifact contract' section; ensure the full contract is present in the repository.
  • Some external data source references (e.g., Data.gov, Census) note recent removals and changes; the skill handles this well but could benefit from a note that availability should be re-verified at time of use.
  • Quality score needs review
  • Permission surface needs review: secrets or environment access, shell or command execution
  • Permission surface: secrets or environment access, shell or command execution

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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