Skill audit report

LLMWebCrawler audit report.

A Web Crawler based on LLMs implemented with Ray and Huggingface. The embeddings are saved into a vector database for fast clustering and retrieval. Use it for your RAG.

BLOCKED · BLOCKRiskyGenerated Jul 3, 2026Heuristic metadata audit

Audit

Trust

Quality

Security

Maintain

Install

OpenAgentSkill Trust Score

Manual review

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

101 GitHub stars

Stars/forks activity

WARN

101 stars, 12 forks; issue activity unavailable in current metadata

Recent maintenance

FAIL

3y since push

License clarity

WARN

Unknown

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 Aavache/LLMWebCrawler

Install command safety

PASS

standard package or runtime install path

Permission surface

WARN

filesystem or document access, network or browser access

Repository evidence

PASS

https://github.com/Aavache/LLMWebCrawler

Review status

PASS

AI review data available

Agent Proven outcomes

INFO

No agent outcome data yet

Checks

Install and adoption review

5 passed · 15 review

Install path

PASS

npx skills add Aavache/LLMWebCrawler

Repository

PASS

https://github.com/Aavache/LLMWebCrawler

License

CHECK

Unknown

Maintenance

FIX

3y since push

AI review

PASS

Approved with no listed issues

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

CHECK

filesystem or document access, network or browser access

Stars/forks activity

FIX

101 stars, 12 forks; issue activity unavailable in current metadata

Adoption

INFO

101 GitHub stars

Warnings

License is unclear
Permission surface may require sandboxing
Repository appears stale
Repository looks stale
Quality score needs review
Permission surface needs review: filesystem or document access, network or browser access
Stars/forks activity: 101 stars, 12 forks; issue activity unavailable in current metadata
Recent maintenance: 3y since push
License clarity: Unknown
Permission surface: filesystem or document access, network or browser 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 Aavache/LLMWebCrawler

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: block
Best agents: Python + RAG
Alternatives: 3

Open agent JSON

Signals

Audit score: 57/100
Quality: 41/100
Trust: 66/100
Install safety: 92/100
Permission surface: 60/100
Maintenance: 3y since push
Events: No events yet
GitHub stars: 101
Last push: Oct 15, 2023

Agent safety v2

37/100 · Avoid automatic install

Blocked for auto-installblock

This skill should not be selected by an agent without explicit human security review.

Do not auto-install. Inspect the source, dependencies, and permission surface first.

Audit risk exceeds the requested agent policy
Audit classified this skill as risky
Audit risk risky exceeds max_risk=medium

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.

Audit risk risky exceeds max_risk=medium
License is unclear

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