OpenAgentSkill
GitHub200+

Skill audit report

mapbox-data-visualization-patterns Audit report.

Patterns for visualizing data on maps including choropleth maps, heat maps, 3D visualizations, data-driven styling, and animated data. Covers layer types, color scales, and performance optimization.

REVIEWED · REVIEWNeeds reviewGenerated Nov 4, 2026Heuristic metadata audit
75
Audit
71
Trust
63
Quality
82
Security
88
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

75 GitHub stars

Stars/forks activity

WARN

48

75 stars, 15 forks; issue activity unavailable in current metadata

Recent maintenance

PASS

88

2mo since push

License clarity

PASS

86

MIT

README/SKILL.md completeness

PASS

86

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 mapbox/mapbox-agent-skills --skill mapbox-data-visualization-patterns

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/mapbox/mapbox-agent-skills/tree/main/skills/mapbox-data-visualization-patterns

Review status

INFO

66

AI review data available

Agent Proven outcomes

INFO

54

No agent outcome data yet

Checks

Install and adoption review

8 Passed · 7 Needs review

Install path

92

PASS

npx skills add mapbox/mapbox-agent-skills --skill mapbox-data-visualization-patterns

Repository

88

PASS

https://github.com/mapbox/mapbox-agent-skills/tree/main/skills/mapbox-data-visualization-patterns

License

86

PASS

MIT

Maintenance

88

PASS

2mo since push

AI review

55

CHECK

SKILL.md does not explicitly state prerequisites such as a Mapbox access token, mapboxgl initialization, or an existing Mapbox map instance; examples assume setup is already complete.

README/SKILL.md completeness

86

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

48

FIX

75 stars, 15 forks; issue activity unavailable in current metadata

Adoption

68

INFO

75 GitHub stars

Warnings

  • SKILL.md does not explicitly state prerequisites such as a Mapbox access token, mapboxgl initialization, or an existing Mapbox map instance; examples assume setup is already complete.
  • No dedicated limitations or safe operating boundaries section in SKILL.md; caveats like style compatibility and performance appear only in reference files.
  • Quality score needs review
  • GitHub adoption: 75 GitHub stars
  • Stars/forks activity: 75 stars, 15 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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