By task

Start with what you want to do.

Development
Design & UI
Images & graphics
Video & audio
Documents
PPT skills & slides
Data & analytics
Search & research
Browser & automation
DevOps & cloud
AI & knowledge
Marketing & sales
Productivity
Security
Finance

By output

Find the format you need.

Websites & UI
Images
Video & audio
Slides
Documents
Code
Data & tables

By agent

Explore skills for your tools.

Codex
Claude Code
Cursor · code review
More agents

Browse all skills With examples AI Skill Finder

Categories Use Cases Packs Compare Search skills

Skill Creators
Creator Center
Submit Skill
Creator Kit

Resources

Blog
Guides
Reports

Developers

Docs
Agent Entry
API
CLI

Community

Contact
Sponsor

Log in Sign up free

Loading the next page

Fundus Audit Report | OpenAgentSkill | OpenAgentSkill

By task

Start with what you want to do.

Development
Design & UI
Images & graphics
Video & audio
Documents
PPT skills & slides
Data & analytics
Search & research
Browser & automation
DevOps & cloud
AI & knowledge
Marketing & sales
Productivity
Security
Finance

By output

Find the format you need.

Websites & UI
Images
Video & audio
Slides
Documents
Code
Data & tables

By agent

Explore skills for your tools.

Codex
Claude Code
Cursor · code review
More agents

Browse all skills With examples AI Skill Finder

Categories Use Cases Packs Compare Search skills

Skill Creators
Creator Center
Submit Skill
Creator Kit

Resources

Blog
Guides
Reports

Developers

Docs
Agent Entry
API
CLI

Community

Contact
Sponsor

Log in Sign up free

Skills/Fundus/Audit

Skill audit report

Fundus Audit report.

A very simple news crawler with a funny name

REVIEWED · REVIEWNeeds reviewGenerated Oct 8, 2026Heuristic metadata audit

80

Audit

76

Trust

78

Quality

85

Security

76

Maintain

92

Install

OpenAgentSkill Trust Score

76

Strong shortlist

The skill layer for AI agents: discover, compare, audit, and install reusable capabilities across Codex, Claude Code, Cursor, and agent runtimes.

Explore

Skills Gallery New submissions Agent Skills

More links

What Is an Agent Skill?AI Agent Skills Tasks Packs Best Skills New & Trending Workflow Recipes Use Cases Agents Agent Entry

Trust

Compare Safety Gate Skills Registry Rankings

More links

Outcome Loop Audits Official Weekly Reports Monthly Index State of Agent Skills vs skills.sh AgentSkills.io Alternative

Build

Docs About Contact Sponsor API

More links

llms.txt OpenAPI CLI Creator Kit Skill Creators X Growth Kit Submit Blog Guides Activity

OpenAgentSkill Registry

Privacy Contact SponsorBuilt for agent-native discovery

OpenAgentSkill Trust Score

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

GitHub adoption

INFO

62

461 GitHub stars

Stars/forks activity

INFO

62

461 stars, 110 forks; issue activity unavailable in current metadata

Recent maintenance

INFO

76

4mo since push

License clarity

PASS

86

MIT

README/SKILL.md completeness

INFO

74

Public metadata needs stronger README/SKILL.md context

Dependency/runtime risk

PASS

82

network or browser surface

Install availability

PASS

92

npx skills add flairNLP/fundus

Install command safety

PASS

92

standard package or runtime install path

Permission surface

INFO

72

filesystem or document access, network or browser access

Repository evidence

PASS

86

https://github.com/flairNLP/fundus

Review status

PASS

88

AI review data available

Agent Proven outcomes

INFO

54

No agent outcome data yet

Checks

Install and adoption review

7 Passed · 7 Needs review

Install path

92

PASS

npx skills add flairNLP/fundus

Repository

88

PASS

https://github.com/flairNLP/fundus

License

86

PASS

MIT

Maintenance

76

CHECK

4mo since push

AI review

88

PASS

Approved with no listed issues

README/SKILL.md completeness

84

PASS

Usable description available

Dependency risk

82

PASS

network or browser surface

Install command safety

92

PASS

standard package or runtime install path

Permission surface

72

CHECK

filesystem or document access, network or browser access

Stars/forks activity

62

CHECK

461 stars, 110 forks; issue activity unavailable in current metadata

Adoption

68

INFO

461 GitHub stars

Financial decision safety

58

CHECK

Research-only use: do not treat output as financial advice or execute a position without human approval.

Warnings

Financial research output is not financial advice; require human review before any live investment decision
Financial research output is not financial advice; require human review before any live investment decision.
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.

Review the source

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: Python + Web Automation
Alternatives: 3

Open agent JSON

Signals

Audit score: 80/100
Quality: 78/100
Trust: 76/100
Install safety: 92/100
Permission surface: 72/100
Maintenance: 4mo since push
Events: 15 events
GitHub stars: 461
Last push: Jun 20, 2026

Agent safety v2

60/100 · Avoid automatic install

Reviewed with permission notesreview

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

Skill source structure is not confirmed in the registry. Inspect the source and identify valid skill instructions before proposing an installation. A repository URL or GitHub stars do not prove installability.

Skill source structure is not confirmed in the registry. Inspect the source and identify valid skill instructions before proposing an installation. A repository URL or GitHub stars do not prove installability.
Financial research output is not financial advice; require human review before any live investment decision
60/100 agent safety score

Browser automation

medium

Skill may drive a browser or interact with web pages.

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.

Back to skill Alternatives Audit badge SVG

Compare nearby options

Related skills to audit next

Crawl4AI

Open-source LLM-friendly web crawler and scraper

73K Stars · Audit report

Scrapegraph AI

Python scraper based on AI

27K Stars · Audit report

Page Agent

Control web interfaces with natural language agents

29K Stars · Audit report

Financial research output is not financial advice; require human review before any live investment decision

Skill source structure is not confirmed in the registry. Inspect the source and identify valid skill instructions before proposing an installation. A repository URL or GitHub stars do not prove installability.