Skill audit report

ArXivChatGuru audit report.

Use ArXiv ChatGuru to talk to research papers. This app uses LangChain, OpenAI, Streamlit, and Redis as a vector database/semantic cache.

REVIEWED · REVIEWSafe to tryGenerated Jun 17, 2026Heuristic metadata audit

Audit

Trust

Quality

Security

Maintain

Install

OpenAgentSkill Trust Score

Strong shortlist

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

563 GitHub stars

Stars/forks activity

INFO

563 stars, 76 forks; issue activity unavailable in current metadata

Recent maintenance

PASS

3mo since push

License clarity

PASS

MIT

README/SKILL.md completeness

PASS

Metadata includes enough usage and workflow context

Dependency/runtime risk

PASS

database surface

Install availability

PASS

npx skills add redis-developer/ArXivChatGuru

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/redis-developer/ArXivChatGuru

Review status

PASS

AI review data available

Checks

Install and adoption review

9 passed · 3 review

Install path

PASS

npx skills add redis-developer/ArXivChatGuru

Repository

PASS

https://github.com/redis-developer/ArXivChatGuru

License

PASS

MIT

Maintenance

PASS

3mo 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

CHECK

563 stars, 76 forks; issue activity unavailable in current metadata

Adoption

PASS

563 GitHub stars

Warnings

Quality score needs review

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 redis-developer/ArXivChatGuru

Signals

Audit score: 84/100
Quality: 79/100
Trust: 84/100
Install safety: 92/100
Permission surface: 74/100
Maintenance: 3mo since push
Events: No events yet
GitHub stars: 563
Last push: Mar 18, 2026

Agent safety v2

64/100 · Review before install

Reviewed with permission notesreview

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

Require human approval before installing into a real workspace.

Quality score needs review
64/100 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.

Quality score needs review

Back to skill Alternatives Audit badge SVG

Compare nearby options

Related skills to audit next

Generative AI For Beginners

21 Lessons, Get Started Building with Generative AI

112K stars · Audit report

Elasticsearch

Free and Open Source, Distributed, RESTful Search Engine

77K stars · Audit report

Graphify

AI coding assistant skill (Claude Code, Codex, OpenCode, Cursor, Gemini CLI, and more). Turn any folder of code, SQL schemas, R scripts, shell scripts, docs, papers, images, or videos into a queryable knowledge graph. App code + database schema + infrastructure in one graph.

67K stars · Audit report