Star0

Skill audit report

IPython Dashboard audit report.

A stand alone, light-weight web server for building, sharing graphs created in ipython. Build for data science, data analysis guys. Aiming at building an interactive visualization, collaborated dashboard, and real-time streaming graph.

EXPERIMENTAL · REVIEWNeeds reviewGenerated Jun 17, 2026Heuristic metadata audit
67
Audit
78
Trust
55
Quality
89
Security
20
Maintain
92
Install

OpenAgentSkill Trust Score

78
Strong shortlist

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

INFO

76

690 GitHub stars

Stars/forks activity

INFO

77

690 stars, 271 forks; issue activity unavailable in current metadata

Recent maintenance

FAIL

22

5y since push

License clarity

PASS

86

GPL-2.0

README/SKILL.md completeness

PASS

90

Metadata includes enough usage and workflow context

Dependency/runtime risk

PASS

90

no major dependency risk hints in public metadata

Install availability

PASS

92

npx skills add litaotao/IPython-Dashboard

Install command safety

PASS

92

standard package or runtime install path

Permission surface

PASS

86

filesystem or document access

Repository evidence

PASS

86

https://github.com/litaotao/IPython-Dashboard

Review status

PASS

88

AI review data available

Checks

Install and adoption review

9 passed · 6 review

Install path

92

PASS

npx skills add litaotao/IPython-Dashboard

Repository

88

PASS

https://github.com/litaotao/IPython-Dashboard

License

86

PASS

GPL-2.0

Maintenance

20

FIX

5y since push

AI review

88

PASS

Approved with no listed issues

README/SKILL.md completeness

90

PASS

Usable description available

Dependency risk

90

PASS

no major dependency risk hints in public metadata

Install command safety

92

PASS

standard package or runtime install path

Permission surface

86

PASS

filesystem or document access

Stars/forks activity

77

CHECK

690 stars, 271 forks; issue activity unavailable in current metadata

Adoption

88

PASS

690 GitHub stars

Warnings

  • Repository appears stale
  • Repository looks stale
  • Quality score needs review
  • Recent maintenance: 5y since push

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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