ark-vulnerability-fixer

CVE research and security patch workflow for Ark. Provides CVE API integration, mitigation strategies, and security-focused PR templates. Works with research, analysis, and setup skills for comprehensive vulnerability fixing.

2.06x

Quality

50%

Does it follow best practices?

Impact

95%

2.06x

Average score across 3 eval scenarios

Securityby

Advisory

Suggest reviewing before use

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Evaluation results

91%

12%

Security Vulnerability Assessment for Ark

CVE research and vulnerability analysis report

Criteria

Without context

With context

CIRCL API usage

100%

CVSS score present

100%

Affected version range

100%

Recommended version

100%

Vulnerability Details section

87%

Impact on Ark section

75%

100%

Multiple mitigation options

100%

Ark deployment context

100%

Recommendation present

100%

Approval prompt

Sources section

100%

Vendor/GitHub advisory

100%

97%

59%

Implement Security Fix for Ark Dependency Vulnerability

Fix implementation workflow and branch naming

Criteria

Without context

With context

Branch naming convention

70%

Upstream remote setup

100%

go mod tidy after go get

100%

make test verification

100%

make build verification

100%

Vulnerable pattern grep

62%

100%

Push uses security branch

100%

Integration test: requires live cluster

100%

Integration test reasoning

30%

100%

cd into repo before commands

100%

99%

76%

Prepare Security Fix Commit and Pull Request for Ark

Security commit message and PR template

Criteria

Without context

With context

Commit subject format

20%

100%

Commit Vulnerability Details

100%

Commit Impact on Ark

100%

Commit Changes section

100%

Commit Testing section

16%

100%

Commit CIRCL reference

100%

Commit Co-Author attribution

100%

PR title format

25%

87%

PR markdown table

100%

PR table fields

50%

100%

PR testing checkmarks

37%

100%

PR CIRCL reference

100%

Repository: mckinsey/agents-at-scale-ark
Commit: f4bfd2d

Evaluated: 30 days ago
Agent: Claude Code
Model: Claude Sonnet 4.6

Table of Contents

Security Vulnerability Assessment for Ark Implement Security Fix for Ark Dependency Vulnerability Prepare Security Fix Commit and Pull Request for Ark

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