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data-analysis Audit Report | OpenAgentSkill | OpenAgentSkill

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Skills/data-analysis/Audit

Skill audit report

data-analysis Audit report.

数据分析师工作规程。当用户给出销售/业务数据问题、要求统计、对比、趋势、归因、结论或建议时使用。

REVIEWED · REVIEWNeeds reviewGenerated Sep 24, 2026Heuristic metadata audit

78

Audit

75

Trust

64

Quality

79

Security

100

Maintain

92

Install

OpenAgentSkill Trust Score

75

Strong shortlist

The skill layer for AI agents: discover, compare, audit, and install reusable capabilities across Codex, Claude Code, Cursor, and agent runtimes.

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Trust

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Docs About Contact Sponsor API

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OpenAgentSkill Trust Score

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

GitHub adoption

INFO

62

198 GitHub stars

Stars/forks activity

WARN

57

198 stars, 13 forks; issue activity unavailable in current metadata

Recent maintenance

PASS

100

3d since push

License clarity

PASS

86

MIT

README/SKILL.md completeness

WARN

60

Public metadata needs stronger README/SKILL.md context

Dependency/runtime risk

PASS

82

database surface

Install availability

PASS

92

npx skills add zj-unicom-ai/UniEmployee --skill data-analysis

Install command safety

PASS

92

standard package or runtime install path

Permission surface

INFO

74

filesystem or document access, database access

Repository evidence

PASS

86

https://github.com/zj-unicom-ai/UniEmployee/tree/main/backend/skills/data-analysis

Review status

WARN

46

AI review approval is missing

Agent Proven outcomes

INFO

54

No agent outcome data yet

Checks

Install and adoption review

7 Passed · 8 Needs review

Install path

92

PASS

npx skills add zj-unicom-ai/UniEmployee --skill data-analysis

Repository

88

PASS

https://github.com/zj-unicom-ai/UniEmployee/tree/main/backend/skills/data-analysis

License

86

PASS

MIT

Maintenance

100

PASS

3d since push

AI review

55

CHECK

Review approval is missing

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

74

CHECK

filesystem or document access, database access

Stars/forks activity

57

FIX

198 stars, 13 forks; issue activity unavailable in current metadata

Adoption

68

INFO

198 GitHub stars

Warnings

AI review approval is missing
Quality score needs review
Stars/forks activity: 198 stars, 13 forks; issue activity unavailable in current metadata
README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context
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.

Install path

Review the report before installing into production agents.

Review the source

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: Codex + Claude Code
Alternatives: 3

Open agent JSON

Signals

Audit score: 78/100
Quality: 64/100
Trust: 75/100
Install safety: 92/100
Permission surface: 74/100
Maintenance: 3d since push
Events: 1 events
GitHub stars: 198
Last push: Sep 21, 2026

Agent safety v2

58/100 · Avoid automatic install

Reviewed with permission notesreview

Usable candidate, but the agent should surface permission and audit notes before installation.

The tracked source changed or could not be synchronized. Review the current source before installing.

The tracked source changed or could not be synchronized. Review the current source before installing.
AI review approval is missing
58/100 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.

AI review approval is missing
The tracked source changed or could not be synchronized. Review the current source before installing.

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