Skill audit report

mapbox-geospatial-operations Audit report.

Expert guidance on choosing the right geospatial tool based on problem type, accuracy requirements, and performance needs

REVIEWED · REVIEWNeeds reviewGenerated Nov 4, 2026Heuristic metadata audit
74
Audit
68
Trust
62
Quality
81
Security
88
Maintain
92
Install

OpenAgentSkill Trust Score

68
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

82

network or browser surface

Install availability

PASS

92

npx skills add mapbox/mapbox-agent-skills --skill mapbox-geospatial-operations

Install command safety

PASS

92

standard package or runtime install path

Permission surface

PASS

86

network or browser access

Repository evidence

PASS

86

https://github.com/mapbox/mapbox-agent-skills/tree/main/skills/mapbox-geospatial-operations

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 · 8 Needs review

Install path

92

PASS

npx skills add mapbox/mapbox-agent-skills --skill mapbox-geospatial-operations

Repository

88

PASS

https://github.com/mapbox/mapbox-agent-skills/tree/main/skills/mapbox-geospatial-operations

License

86

PASS

MIT

Maintenance

88

PASS

2mo since push

AI review

55

CHECK

The provided SKILL.md excerpt is incomplete; the Routing & Navigation section is cut off, making the full workflow harder to evaluate.

README/SKILL.md completeness

86

PASS

Usable description available

Dependency risk

82

PASS

network or browser surface

Install command safety

92

PASS

standard package or runtime install path

Permission surface

86

PASS

network or browser access

Stars/forks activity

48

FIX

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

Adoption

68

INFO

75 GitHub stars

Warnings

  • The provided SKILL.md excerpt is incomplete; the Routing & Navigation section is cut off, making the full workflow harder to evaluate.
  • No explicit setup or prerequisites section is visible (e.g., needing Mapbox MCP Server, API keys, or environment configuration).
  • The skill does not include exact tool signatures or example tool call payloads, which would help agents apply the guidance reliably.
  • 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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