Skill audit report

claw-metagenomics Audit report.

Shotgun metagenomics profiling — taxonomy, resistome, and functional pathways

EXPERIMENTAL · REVIEWNeeds reviewGenerated Nov 6, 2026Heuristic metadata audit
77
Audit
70
Trust
74
Quality
76
Security
88
Maintain
92
Install

OpenAgentSkill Trust Score

70
Manual review

OpenAgentSkill Trust Score

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

GitHub adoption

PASS

86

1.1K GitHub stars

Stars/forks activity

PASS

83

1.1K stars, 259 forks; issue activity unavailable in current metadata

Recent maintenance

PASS

88

2mo since push

License clarity

PASS

86

MIT

README/SKILL.md completeness

INFO

70

Public metadata needs stronger README/SKILL.md context

Dependency/runtime risk

INFO

64

command execution surface, database surface

Install availability

PASS

92

npx skills add ClawBio/ClawBio --skill claw-metagenomics

Install command safety

PASS

92

standard package or runtime install path

Permission surface

WARN

50

shell or command execution, filesystem or document access

Repository evidence

PASS

86

https://github.com/ClawBio/ClawBio/tree/main/skills/claw-metagenomics

Review status

INFO

66

AI review data available

Agent Proven outcomes

INFO

54

No agent outcome data yet

Checks

Install and adoption review

8 Passed · 9 Needs review

Install path

92

PASS

npx skills add ClawBio/ClawBio --skill claw-metagenomics

Repository

88

PASS

https://github.com/ClawBio/ClawBio/tree/main/skills/claw-metagenomics

License

86

PASS

MIT

Maintenance

88

PASS

2mo since push

AI review

55

CHECK

External system dependencies (Kraken2, Bracken, RGI, HUMAnN3) must be installed and databases configured; SKILL.md does not provide explicit setup instructions for these dependencies.

README/SKILL.md completeness

84

PASS

Usable description available

Dependency risk

64

CHECK

command execution surface, database surface

Install command safety

92

PASS

standard package or runtime install path

Permission surface

50

FIX

shell or command execution, filesystem or document access

Stars/forks activity

83

PASS

1.1K stars, 259 forks; issue activity unavailable in current metadata

Adoption

88

PASS

1.1K GitHub stars

Warnings

  • Permission surface may require sandboxing
  • External system dependencies (Kraken2, Bracken, RGI, HUMAnN3) must be installed and databases configured; SKILL.md does not provide explicit setup instructions for these dependencies.
  • The full Python script was not reviewed; potential risks from subprocess usage or file handling cannot be fully assessed from the excerpt.
  • Quality score needs review
  • Permission surface needs review: shell or command execution, filesystem or document access
  • Permission surface: shell or command execution, filesystem or document 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.