Skill audit report

database-performance Audit report.

Database access patterns for performance. Separate read/write models, avoid N+1 queries, use AsNoTracking, apply row limits, and never do application-side joins. Works with EF Core and Dapper.

EXPERIMENTAL · REVIEWNeeds reviewGenerated Nov 7, 2026Heuristic metadata audit

Audit

Trust

Quality

Security

Maintain

Install

OpenAgentSkill Trust Score

Manual review

OpenAgentSkill Trust Score

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

GitHub adoption

PASS

1.1K GitHub stars

Stars/forks activity

INFO

1.1K stars, 102 forks; issue activity unavailable in current metadata

Recent maintenance

INFO

3mo since push

License clarity

PASS

MIT

README/SKILL.md completeness

PASS

Metadata includes enough usage and workflow context

Dependency/runtime risk

INFO

network or browser surface, database surface

Install availability

PASS

npx skills add Aaronontheweb/dotnet-skills --skill database-performance

Install command safety

PASS

standard package or runtime install path

Permission surface

FAIL

shell or command execution, filesystem or document access

Repository evidence

PASS

https://github.com/Aaronontheweb/dotnet-skills/tree/master/skills/database-performance

Review status

INFO

AI review data available

Agent Proven outcomes

INFO

No agent outcome data yet

Checks

Install and adoption review

6 Passed · 11 Needs review

Install path

PASS

npx skills add Aaronontheweb/dotnet-skills --skill database-performance

Repository

PASS

https://github.com/Aaronontheweb/dotnet-skills/tree/master/skills/database-performance

License

PASS

MIT

Maintenance

CHECK

3mo since push

AI review

CHECK

SKILL.md does not explicitly list limitations or scenarios where the patterns might not apply (e.g., very small datasets, in-memory databases).

README/SKILL.md completeness

PASS

Usable description available

Dependency risk

CHECK

network or browser surface, database surface

Install command safety

PASS

standard package or runtime install path

Permission surface

FIX

shell or command execution, filesystem or document access

Stars/forks activity

CHECK

1.1K stars, 102 forks; issue activity unavailable in current metadata

Adoption

PASS

1.1K GitHub stars

Warnings

Permission surface may require sandboxing
SKILL.md does not explicitly list limitations or scenarios where the patterns might not apply (e.g., very small datasets, in-memory databases).
The excerpt is truncated; ensure the full SKILL.md includes complete examples and any necessary setup instructions.
Quality score needs review
Permission surface needs review: shell or command execution, filesystem or document access
Permission surface: shell or command execution, filesystem or document access

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 Aaronontheweb/dotnet-skills --skill database-performance

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: 77/100
Quality: 79/100
Trust: 71/100
Install safety: 92/100
Permission surface: 36/100
Maintenance: 3mo since push
Events: 13 events
GitHub stars: 1.1K
Last push: Aug 7, 2026

Agent safety v2

45/100 · Avoid automatic install

Experimentalreview

Sparse or mixed signals. Useful for discovery, but not for autonomous installation.

Test manually in an isolated workspace and compare against safer alternatives.

High-risk permission hints: Shell or command execution
45/100 agent safety score

Shell or command execution

high

Skill metadata references terminal, CLI, shell, subprocess, or command execution workflows.

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.

High-risk permission hints: Shell or command execution
Permission surface may require sandboxing

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