Skill audit report

perplexity-search Audit report.

Perform AI-powered web searches with real-time information using Perplexity models via LiteLLM and OpenRouter. This skill should be used when conducting web searches for current information, finding recent scientific literature, getting grounded answers with source citations, or accessing information beyond the model knowledge cutoff. Provides access to multiple Perplexity models including Sonar Pro, Sonar Pro Search (advanced agentic search), and Sonar Reasoning Pro through a single OpenRouter API key.

BLOCKED · BLOCKNeeds reviewGenerated Nov 11, 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

INFO

867 GitHub stars

Stars/forks activity

INFO

867 stars, 75 forks; issue activity unavailable in current metadata

Recent maintenance

INFO

4mo since push

License clarity

PASS

MIT license

README/SKILL.md completeness

PASS

Metadata includes enough usage and workflow context

Dependency/runtime risk

FAIL

command execution surface, credential or environment access

Install availability

PASS

npx skills add LeonChaoX/qinyan-academic-skills --skill perplexity-search

Install command safety

PASS

standard package or runtime install path

Permission surface

FAIL

secrets or environment access, shell or command execution

Repository evidence

PASS

https://github.com/LeonChaoX/qinyan-academic-skills/tree/main/skills/01-论文检索与文献管理/perplexity-search

Review status

INFO

AI review data available

Agent Proven outcomes

INFO

No agent outcome data yet

Checks

Install and adoption review

6 Passed · 13 Needs review

Install path

PASS

npx skills add LeonChaoX/qinyan-academic-skills --skill perplexity-search

Repository

PASS

https://github.com/LeonChaoX/qinyan-academic-skills/tree/main/skills/01-论文检索与文献管理/perplexity-search

License

PASS

MIT license

Maintenance

CHECK

4mo since push

AI review

CHECK

Minor inconsistency in author attribution: SKILL.md lists 'K-Dense Inc.' while the script header says 'Author: Scientific Skills'.

README/SKILL.md completeness

PASS

Usable description available

Dependency risk

FIX

command execution surface, credential or environment access

Install command safety

PASS

standard package or runtime install path

Permission surface

FIX

secrets or environment access, shell or command execution

Stars/forks activity

CHECK

867 stars, 75 forks; issue activity unavailable in current metadata

Adoption

PASS

867 GitHub stars

Warnings

Dependency or permission surface needs review
Permission surface may require sandboxing
Minor inconsistency in author attribution: SKILL.md lists 'K-Dense Inc.' while the script header says 'Author: Scientific Skills'.
The SKILL.md excerpt is truncated, but the provided content is sufficient for evaluation.
Quality score needs review
Permission surface needs review: secrets or environment access, shell or command execution
Dependency/runtime risk: command execution surface, credential or environment access
Permission surface: secrets or environment access, shell or command execution

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 LeonChaoX/qinyan-academic-skills --skill perplexity-search

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: Codex + Claude Code
Alternatives: 3

Open agent JSON

Signals

Audit score: 71/100
Quality: 70/100
Trust: 64/100
Install safety: 92/100
Permission surface: 24/100
Maintenance: 4mo since push
Events: 23 events
GitHub stars: 867
Last push: Jul 20, 2026

Agent safety v2

31/100 · 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.

Metadata combines secrets access with shell or command execution
High-risk permission hints: Shell or command execution, Secrets or environment access

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.

Secrets or environment access

high

Skill metadata references credentials, tokens, environment variables, or secret-bearing workflows.

Database access

medium

Skill may inspect schemas, query databases, or work with persistent stores.

High-risk permission hints: Shell or command execution, Secrets or environment access
Dependency or permission surface needs review

Back to skill Alternatives Audit badge SVG

Compare nearby options

Related skills to audit next

Last30days Skill

Research the last 30 days across Reddit, X, YouTube, Hacker News, Polymarket, GitHub, and the web, then synthesize a grounded brief for an AI agent.

64K Stars · Audit report

Academic Research Skills

Academic Research Skills for Claude Code: research → write → review → revise → finalize

38K Stars · Audit report

mono-color

Generate original one-ink or controlled two-ink editorial images from any theme, sentence, article idea, object, or reference photo. Always use this skill when the user asks for 单色海报、双色印刷、单色调视觉、蓝色/绿色孔版印刷、risograph、网点照片、复古或当代编辑排版、zine poster, monochrome editorial poster, duotone print, or asks to use the mono-color style. It uses an adaptive white, gray, or pale-beige substrate, no more than two printing inks, active negative space, terse human language, and strong serif/grotesk/mono typography without making retro styling the default or copying a source composition, wording, logo, or artwork. Produce both the final generation prompt and the generated raster image unless the user explicitly asks for prompt only.

1.9K Stars · Audit report