Skill audit report

Zvec Audit report.

A lightweight, lightning-fast, in-process vector database

REVIEWED · REVIEWSafe to tryGenerated Aug 22, 2026Heuristic metadata audit

94

Audit

90

Trust

100

Quality

87

Security

100

Maintain

92

Install

OpenAgentSkill Trust Score

90

Production candidate

OpenAgentSkill Trust Score

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

GitHub adoption

PASS

100

15K GitHub stars

Stars/forks activity

PASS

92

15K stars, 977 forks; issue activity unavailable in current metadata

Recent maintenance

PASS

100

8d since push

License clarity

PASS

86

Apache-2.0

README/SKILL.md completeness

INFO

74

Public metadata needs stronger README/SKILL.md context

Dependency/runtime risk

PASS

82

database surface

Install availability

PASS

92

npx skills add alibaba/zvec

Install command safety

PASS

92

standard package or runtime install path

Permission surface

PASS

88

database access

Repository evidence

PASS

86

https://github.com/alibaba/zvec

Review status

PASS

88

AI review data available

Agent Proven outcomes

INFO

54

No agent outcome data yet

Checks

Install and adoption review

11 Passed · 1 Needs review

Install path

92

PASS

npx skills add alibaba/zvec

Repository

88

PASS

https://github.com/alibaba/zvec

License

86

PASS

Apache-2.0

Maintenance

100

PASS

8d since push

AI review

88

PASS

Approved with no listed issues

README/SKILL.md completeness

84

PASS

Usable description available

Dependency risk

82

PASS

database surface

Install command safety

92

PASS

standard package or runtime install path

Permission surface

88

PASS

database access

Stars/forks activity

92

PASS

15K stars, 977 forks; issue activity unavailable in current metadata

Adoption

88

PASS

15K GitHub stars

Warnings

Documentation summary is thin

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 alibaba/zvec

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: C++ + AI Agents
Alternatives: 3

Open agent JSON

Signals

Audit score: 94/100
Quality: 100/100
Trust: 90/100
Install safety: 92/100
Permission surface: 88/100
Maintenance: 8d since push
Events: 23 events
GitHub stars: 15K
Last push: Aug 14, 2026

Agent safety v2

78/100 · 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
78/100 agent safety score

Network access

medium

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

Database access

medium

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

Documentation summary is thin

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Skill audit report

Zvec Audit report.

A lightweight, lightning-fast, in-process vector database

REVIEWED · REVIEWSafe to tryGenerated Aug 22, 2026Heuristic metadata audit

94

Audit

90

Trust

100

Quality

87

Security

100

Maintain

92

Install

OpenAgentSkill Trust Score

90

Production candidate

OpenAgentSkill Trust Score

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

GitHub adoption

PASS

100

15K GitHub stars

Stars/forks activity

PASS

92

15K stars, 977 forks; issue activity unavailable in current metadata

Recent maintenance

PASS

100

8d since push

License clarity

PASS

86

Apache-2.0

README/SKILL.md completeness

INFO

74

Public metadata needs stronger README/SKILL.md context

Dependency/runtime risk

PASS

82

database surface

Install availability

PASS

92

npx skills add alibaba/zvec

Install command safety

PASS

92

standard package or runtime install path

Permission surface

PASS

88

database access

Repository evidence

PASS

86

https://github.com/alibaba/zvec

Review status

PASS

88

AI review data available

Agent Proven outcomes

INFO

54

No agent outcome data yet

Checks

Install and adoption review

11 Passed · 1 Needs review

Install path

92

PASS

npx skills add alibaba/zvec

Repository

88

PASS

https://github.com/alibaba/zvec

License

86

PASS

Apache-2.0

Maintenance

100

PASS

8d since push

AI review

88

PASS

Approved with no listed issues

README/SKILL.md completeness

84

PASS

Usable description available

Dependency risk

82

PASS

database surface

Install command safety

92

PASS

standard package or runtime install path

Permission surface

88

PASS

database access

Stars/forks activity

92

PASS

15K stars, 977 forks; issue activity unavailable in current metadata

Adoption

88

PASS

15K GitHub stars

Warnings

Documentation summary is thin

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 alibaba/zvec

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: C++ + AI Agents
Alternatives: 3

Open agent JSON

Signals

Audit score: 94/100
Quality: 100/100
Trust: 90/100
Install safety: 92/100
Permission surface: 88/100
Maintenance: 8d since push
Events: 23 events
GitHub stars: 15K
Last push: Aug 14, 2026

Agent safety v2

78/100 · 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
78/100 agent safety score

Network access

medium

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

Database access

medium

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

Documentation summary is thin

Back to skill Alternatives Audit badge SVG

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🎨 Local-first, open-source Claude Design alternative. 🖥️ Native desktop app. ⚡ 259+ Skills · ✨ 142+ Design Systems 🖼️ Web · desktop · mobile prototypes · slides · images · videos · HyperFrames 📦 Sandboxed preview · HTML/PDF/PPTX/MP4 export 🤖 Claude Code / OpenClaw / Codex / Cursor / OpenCode / Qwen / Copilot / Hermes / Kimi & 17+ CLIs.

88K Stars · Audit report

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OpenAgentSkillRegistry

Star200+Submit Skill

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Skill audit report

Zvec Audit report.

A lightweight, lightning-fast, in-process vector database

REVIEWED · REVIEWSafe to tryGenerated Aug 22, 2026Heuristic metadata audit

94

Audit

90

Trust

100

Quality

87

Security

100

Maintain

92

Install

OpenAgentSkill Trust Score

90

Production candidate

OpenAgentSkill Trust Score

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

GitHub adoption

PASS

100

15K GitHub stars

Stars/forks activity

PASS

92

15K stars, 977 forks; issue activity unavailable in current metadata

Recent maintenance

PASS

100

8d since push

License clarity

PASS

86

Apache-2.0

README/SKILL.md completeness

INFO

74

Public metadata needs stronger README/SKILL.md context

Dependency/runtime risk

PASS

82

database surface

Install availability

PASS

92

npx skills add alibaba/zvec

Install command safety

PASS

92

standard package or runtime install path

Permission surface

PASS

88

database access

Repository evidence

PASS

86

https://github.com/alibaba/zvec

Review status

PASS

88

AI review data available

Agent Proven outcomes

INFO

54

No agent outcome data yet

Checks

Install and adoption review

11 Passed · 1 Needs review

Install path

92

PASS

npx skills add alibaba/zvec

Repository

88

PASS

https://github.com/alibaba/zvec

License

86

PASS

Apache-2.0

Maintenance

100

PASS

8d since push

AI review

88

PASS

Approved with no listed issues

README/SKILL.md completeness

84

PASS

Usable description available

Dependency risk

82

PASS

database surface

Install command safety

92

PASS

standard package or runtime install path

Permission surface

88

PASS

database access

Stars/forks activity

92

PASS

15K stars, 977 forks; issue activity unavailable in current metadata

Adoption

88

PASS

15K GitHub stars

Warnings

Documentation summary is thin

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 alibaba/zvec

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: C++ + AI Agents
Alternatives: 3

Open agent JSON

Signals

Audit score: 94/100
Quality: 100/100
Trust: 90/100
Install safety: 92/100
Permission surface: 88/100
Maintenance: 8d since push
Events: 23 events
GitHub stars: 15K
Last push: Aug 14, 2026

Agent safety v2

78/100 · 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
78/100 agent safety score

Network access

medium

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

Database access

medium

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

Documentation summary is thin

Back to skill Alternatives Audit badge SVG

Compare nearby options

Related skills to audit next

Agent Skills

Production-grade engineering skills for AI coding agents.

88K Stars · Audit report

Open Design

🎨 Local-first, open-source Claude Design alternative. 🖥️ Native desktop app. ⚡ 259+ Skills · ✨ 142+ Design Systems 🖼️ Web · desktop · mobile prototypes · slides · images · videos · HyperFrames 📦 Sandboxed preview · HTML/PDF/PPTX/MP4 export 🤖 Claude Code / OpenClaw / Codex / Cursor / OpenCode / Qwen / Copilot / Hermes / Kimi & 17+ CLIs.

88K Stars · Audit report

Cherry Studio

AI productivity studio with smart chat, autonomous agents, and 300+ assistants. Unified access to frontier LLMs

50K Stars · Audit report