Skill audit report

qdrant-deployment-options Audit report.

Guides Qdrant deployment selection. Use when someone asks 'how to deploy Qdrant', 'Docker vs Cloud', 'local mode', 'embedded Qdrant', 'Qdrant EDGE', 'which deployment option', 'self-hosted vs cloud', or 'need lowest latency deployment'. Also use when choosing between deployment types for a new project.

REVIEWED · REVIEWNeeds reviewGenerated Nov 14, 2026Heuristic metadata audit
80
Audit
78
Trust
66
Quality
80
Security
100
Maintain
92
Install

OpenAgentSkill Trust Score

78
Strong shortlist

OpenAgentSkill Trust Score

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

GitHub adoption

INFO

62

269 GitHub stars

Stars/forks activity

WARN

57

269 stars, 31 forks; issue activity unavailable in current metadata

Recent maintenance

PASS

100

4d since push

License clarity

PASS

86

Apache-2.0

README/SKILL.md completeness

PASS

86

Metadata includes enough usage and workflow context

Dependency/runtime risk

INFO

80

external package install surface

Install availability

PASS

92

npx skills add qdrant/skills --skill qdrant-deployment-options

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/qdrant/skills/tree/main/skills/qdrant-deployment-options

Review status

WARN

46

AI review approval is missing

Agent Proven outcomes

INFO

54

No agent outcome data yet

Checks

Install and adoption review

8 Passed · 6 Needs review

Install path

92

PASS

npx skills add qdrant/skills --skill qdrant-deployment-options

Repository

88

PASS

https://github.com/qdrant/skills/tree/main/skills/qdrant-deployment-options

License

86

PASS

Apache-2.0

Maintenance

100

PASS

4d since push

AI review

55

CHECK

Review approval is missing

README/SKILL.md completeness

86

PASS

Usable description available

Dependency risk

80

PASS

external package install surface

Install command safety

92

PASS

standard package or runtime install path

Permission surface

86

PASS

network or browser access

Stars/forks activity

57

FIX

269 stars, 31 forks; issue activity unavailable in current metadata

Adoption

68

INFO

269 GitHub stars

Warnings

  • AI review approval is missing
  • Quality score needs review
  • Stars/forks activity: 269 stars, 31 forks; issue activity unavailable in current metadata
  • 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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