Skill audit report

affinity-proteomics Audit report.

Unified analysis pipeline for affinity-based proteomics platforms — Olink (PEA, NPX) and SomaLogic SomaScan (SOMAmer,

EXPERIMENTAL · REVIEWNeeds reviewGenerated Aug 23, 2026Heuristic metadata audit
81
Audit
75
Trust
77
Quality
77
Security
100
Maintain
92
Install

OpenAgentSkill Trust Score

75
Strong shortlist

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, 257 forks; issue activity unavailable in current metadata

Recent maintenance

PASS

100

Pushed today

License clarity

PASS

86

MIT

README/SKILL.md completeness

PASS

86

Metadata includes enough usage and workflow context

Dependency/runtime risk

INFO

72

command execution surface

Install availability

PASS

92

npx skills add ClawBio/ClawBio --skill affinity-proteomics

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/affinity-proteomics

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 · 12 Needs review

Install path

92

PASS

npx skills add ClawBio/ClawBio --skill affinity-proteomics

Repository

88

PASS

https://github.com/ClawBio/ClawBio/tree/main/skills/affinity-proteomics

License

86

PASS

MIT

Maintenance

100

PASS

Pushed today

AI review

55

CHECK

The skill depends on the `somadata` package for SomaLogic ADAT parsing, which may not be available in all environments; installation instructions are provided but not guaranteed to work offline.

README/SKILL.md completeness

86

PASS

Usable description available

Dependency risk

72

CHECK

command execution 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, 257 forks; issue activity unavailable in current metadata

Adoption

88

PASS

1.1K 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
  • Financial research output is not financial advice; require human review before any live investment decision
  • The skill depends on the `somadata` package for SomaLogic ADAT parsing, which may not be available in all environments; installation instructions are provided but not guaranteed to work offline.
  • The SKILL.md excerpt is truncated in the review, but the provided content is comprehensive; the full script was not fully inspected for edge-case handling.
  • Financial research output is not financial advice; require human review before any live investment decision.
  • 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.

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