Skill audit report

Skills audit report.

A curated set of agent skills for Qdrant vector search, providing structured knowledge on scaling, optimization, monitoring, deployment, and SDK usage.

REVIEWED · REVIEWSafe to tryGenerated Jul 3, 2026Heuristic metadata audit

Audit

Trust

Quality

Security

100

Maintain

Install

OpenAgentSkill Trust Score

Production candidate

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

186 GitHub stars

Stars/forks activity

WARN

186 stars, 20 forks; issue activity unavailable in current metadata

Recent maintenance

PASS

100

2d since push

License clarity

PASS

Apache-2.0

README/SKILL.md completeness

PASS

100

Metadata includes enough usage and workflow context

Dependency/runtime risk

PASS

database surface

Install availability

PASS

npx skills add qdrant/skills

Install command safety

PASS

standard package or runtime install path

Permission surface

PASS

database access

Repository evidence

PASS

https://github.com/qdrant/skills

Review status

PASS

AI review data available

Agent Proven outcomes

INFO

No agent outcome data yet

Checks

Install and adoption review

9 passed · 2 review

Install path

PASS

npx skills add qdrant/skills

Repository

PASS

https://github.com/qdrant/skills

License

PASS

Apache-2.0

Maintenance

100

PASS

2d since push

AI review

PASS

Approved with no listed issues

README/SKILL.md completeness

100

PASS

Usable description available

Dependency risk

PASS

database surface

Install command safety

PASS

standard package or runtime install path

Permission surface

PASS

database access

Stars/forks activity

FIX

186 stars, 20 forks; issue activity unavailable in current metadata

Adoption

INFO

186 GitHub stars

Warnings

Stars/forks activity: 186 stars, 20 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.

Install path

Review the report before installing into production agents.

$ npx skills add qdrant/skills

Agent-readable metadata

Machine decision packet

Embedded JSON exposes suited tasks, suited agents, install command, trust score, safety gate, alternatives, and do-not-use conditions for agent review.

Install policy: review
Best agents: Python + Codex
Alternatives: 3

Open agent JSON

Signals

Audit score: 92/100
Quality: 96/100
Trust: 87/100
Install safety: 92/100
Permission surface: 88/100
Maintenance: 2d since push
Events: No events yet
GitHub stars: 186
Last push: Jul 1, 2026

Agent safety v2

72/100 · Review before install

Reviewedreview

Good audit and safety signals with no high-risk permission hints in public metadata.

Review the audit page, then allow agent install in a sandboxed workflow.

Safe-to-try audit
72/100 agent safety score

Network access

medium

Skill likely fetches remote pages, APIs, repositories, or external services.

Filesystem access

medium

Skill may read or write project files, documents, generated artifacts, or local workspace state.

Database access

medium

Skill may inspect schemas, query databases, or work with persistent stores.

Stars/forks activity: 186 stars, 20 forks; issue activity unavailable in current metadata

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Skills audit report.

Stars, maintenance, license, docs, install safety, permission surface, and installability.

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