OpenAgentSkillRegistry

Browse All Skills AI Skill Finder Use Cases Packs Compare

Gallery Rankings Creators

Blog Guides Reports Contact Sponsor

Docs Agent Entry API CLI

Star200+Submit Skill

Loading the next page

Web Database Analytics Audit Report | OpenAgentSkill | OpenAgentSkill

OpenAgentSkillRegistry

Browse All Skills AI Skill Finder Use Cases Packs Compare

Gallery Rankings Creators

Blog Guides Reports Contact Sponsor

Docs Agent Entry API CLI

Star200+Submit Skill

Skills/Web Database Analytics/Audit

Skill audit report

Web Database Analytics Audit report.

Web scrapping and related analytics using Python tools

EXPERIMENTAL · REVIEWNeeds reviewGenerated Sep 21, 2026Heuristic metadata audit

62

Audit

68

Trust

51

Quality

83

Security

20

Maintain

92

Install

OpenAgentSkill Trust Score

68

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

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

62

288 GitHub stars

Stars/forks activity

INFO

62

288 stars, 168 forks; issue activity unavailable in current metadata

Recent maintenance

FAIL

22

6y since push

License clarity

PASS

86

MIT

README/SKILL.md completeness

INFO

74

Public metadata needs stronger README/SKILL.md context

Dependency/runtime risk

INFO

74

network or browser surface, database surface

Install availability

PASS

92

npx skills add tirthajyoti/Web-Database-Analytics

Install command safety

PASS

92

standard package or runtime install path

Permission surface

WARN

60

filesystem or document access, network or browser access

Repository evidence

PASS

86

https://github.com/tirthajyoti/Web-Database-Analytics

Review status

PASS

88

AI review data available

Agent Proven outcomes

INFO

54

No agent outcome data yet

Checks

Install and adoption review

6 Passed · 14 Needs review

Install path

92

PASS

npx skills add tirthajyoti/Web-Database-Analytics

Repository

88

PASS

https://github.com/tirthajyoti/Web-Database-Analytics

License

86

PASS

MIT

Maintenance

20

FIX

6y since push

AI review

88

PASS

Approved with no listed issues

README/SKILL.md completeness

84

PASS

Usable description available

Dependency risk

74

CHECK

network or browser surface, database surface

Install command safety

92

PASS

standard package or runtime install path

Permission surface

60

CHECK

filesystem or document access, network or browser access

Stars/forks activity

62

CHECK

288 stars, 168 forks; issue activity unavailable in current metadata

Adoption

68

INFO

288 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

Permission surface may require sandboxing
Repository appears stale
Financial research output is not financial advice; require human review before any live investment decision
Repository looks stale
Financial research output is not financial advice; require human review before any live investment decision.
Quality score needs review
Permission surface needs review: filesystem or document access, network or browser access
Recent maintenance: 6y since push
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.

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: Jupyter Notebook + Web Automation
Alternatives: 3

Open agent JSON

Signals

Audit score: 62/100
Quality: 51/100
Trust: 68/100
Install safety: 92/100
Permission surface: 60/100
Maintenance: 6y since push
Events: 3 events
GitHub stars: 288
Last push: Jun 7, 2020

Agent safety v2

38/100 · Avoid automatic install

Experimentalreview

Sparse or mixed signals. Useful for discovery, but not for autonomous 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.
Permission surface may require sandboxing
38/100 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.

Database access

Back to skill Alternatives Audit badge SVG

Compare nearby options

Related skills to audit next

Browser Use

Make AI agents interact with websites using natural language

101K Stars · Audit report

Crawl4AI

Open-source LLM-friendly web crawler and scraper

73K Stars · Audit report

Scrapegraph AI

Python scraper based on AI

27K Stars · Audit report

medium

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

Permission surface may require sandboxing
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.