Skill audit report

Dapper audit report.

Dapper - a simple object mapper for .Net

REVIEWED · REVIEWSafe to tryGenerated Jun 23, 2026Heuristic metadata audit

Audit

Trust

100

Quality

Security

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

PASS

100

18K GitHub stars

Stars/forks activity

PASS

18K stars, 3.7K forks; issue activity unavailable in current metadata

Recent maintenance

PASS

1mo since push

License clarity

WARN

Unknown

README/SKILL.md completeness

INFO

Public metadata needs stronger README/SKILL.md context

Dependency/runtime risk

PASS

database surface

Install availability

PASS

npx skills add DapperLib/Dapper

Install command safety

PASS

standard package or runtime install path

Permission surface

INFO

filesystem or document access, database access

Repository evidence

PASS

https://github.com/DapperLib/Dapper

Review status

PASS

AI review data available

Real agent outcomes

INFO

No agent outcome data yet

Checks

Install and adoption review

9 passed · 4 review

Install path

PASS

npx skills add DapperLib/Dapper

Repository

PASS

https://github.com/DapperLib/Dapper

License

CHECK

Unknown

Maintenance

PASS

1mo since push

AI review

PASS

Approved with no listed issues

README/SKILL.md completeness

PASS

Usable description available

Dependency risk

PASS

database surface

Install command safety

PASS

standard package or runtime install path

Permission surface

CHECK

filesystem or document access, database access

Stars/forks activity

PASS

18K stars, 3.7K forks; issue activity unavailable in current metadata

Adoption

PASS

18K GitHub stars

Warnings

License is unclear
License clarity: Unknown

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 DapperLib/Dapper

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# + SQL
Alternatives: 3

Open agent JSON

Signals

Audit score: 90/100
Quality: 100/100
Trust: 87/100
Install safety: 92/100
Permission surface: 74/100
Maintenance: 1mo since push
Events: 5 events
GitHub stars: 18K
Last push: May 16, 2026

Agent safety v2

70/100 · 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
70/100 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.

License is unclear

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Dapper audit report.

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

Install and adoption review

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