Skill audit report

brand-monitoring Audit report.

Brand monitoring tool for tracking mentions across social media platforms. Monitor Reddit, Google News, YouTube, and DuckDuckGo for brand mentions. Includes sentiment analysis, trend tracking, crisis detection, and competitor comparison. No API key required for basic monitoring.

EXPERIMENTAL · REVIEWNeeds reviewGenerated Nov 9, 2026Heuristic metadata audit
77
Audit
69
Trust
73
Quality
77
Security
88
Maintain
92
Install

OpenAgentSkill Trust Score

69
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

76

861 GitHub stars

Stars/forks activity

INFO

71

861 stars, 112 forks; issue activity unavailable in current metadata

Recent maintenance

PASS

88

3mo since push

License clarity

PASS

86

MIT

README/SKILL.md completeness

PASS

86

Metadata includes enough usage and workflow context

Dependency/runtime risk

INFO

64

command execution surface, network or browser surface

Install availability

PASS

92

npx skills add nexscope-ai/eCommerce-Skills --skill brand-monitoring

Install command safety

PASS

92

standard package or runtime install path

Permission surface

INFO

62

shell or command execution, network or browser access

Repository evidence

PASS

86

https://github.com/nexscope-ai/eCommerce-Skills/tree/main/brand-monitoring

Review status

INFO

66

AI review data available

Agent Proven outcomes

INFO

54

No agent outcome data yet

Checks

Install and adoption review

7 Passed · 8 Needs review

Install path

92

PASS

npx skills add nexscope-ai/eCommerce-Skills --skill brand-monitoring

Repository

88

PASS

https://github.com/nexscope-ai/eCommerce-Skills/tree/main/brand-monitoring

License

86

PASS

MIT

Maintenance

88

PASS

3mo since push

AI review

55

CHECK

SKILL.md lacks an explicit 'Limitations' section detailing rate limits, potential IP blocking, and the need to respect platform terms of service.

README/SKILL.md completeness

86

PASS

Usable description available

Dependency risk

64

CHECK

command execution surface, network or browser surface

Install command safety

92

PASS

standard package or runtime install path

Permission surface

62

CHECK

shell or command execution, network or browser access

Stars/forks activity

71

CHECK

861 stars, 112 forks; issue activity unavailable in current metadata

Adoption

88

PASS

861 GitHub stars

Warnings

  • SKILL.md lacks an explicit 'Limitations' section detailing rate limits, potential IP blocking, and the need to respect platform terms of service.
  • The provided code snippets (monitor.py, scrapers.py) are incomplete in the excerpt, making it difficult to fully verify error handling and edge cases.
  • No explicit dependency list (e.g., Python version, required packages) is provided in SKILL.md, which may hinder setup.
  • 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.

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