Analyze Leaked Code → Generate Security Report → Create GitHub Issues

intermediate15 minPublished Apr 1, 2026
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Automatically analyze leaked source code for security vulnerabilities, generate a comprehensive report, and create actionable GitHub issues for your development team.

Workflow Steps

1

Claude AI

Analyze code for vulnerabilities

Upload the leaked source code files to Claude and ask it to identify security vulnerabilities, code quality issues, and potential exploits. Request a structured analysis with severity levels.

2

Zapier

Trigger workflow from Claude output

Set up a webhook trigger in Zapier that activates when Claude completes its analysis. Configure it to capture the vulnerability report and security findings.

3

Notion

Create formatted security report

Use Zapier to create a new page in your Security Reports database in Notion. Format the Claude analysis into sections: Critical Issues, Medium Priority, Low Priority, and Recommendations.

4

GitHub

Generate issues for each vulnerability

Configure Zapier to automatically create GitHub issues for each critical and medium-priority vulnerability found. Include severity labels, detailed descriptions from Claude's analysis, and assign to appropriate team members.

Workflow Flow

Step 1

Claude AI

Analyze code for vulnerabilities

Step 2

Zapier

Trigger workflow from Claude output

Step 3

Notion

Create formatted security report

Step 4

GitHub

Generate issues for each vulnerability

Why This Works

Claude excels at code analysis while GitHub issues ensure accountability. Notion provides a centralized security dashboard for tracking remediation progress.

Best For

Security teams analyzing leaked code repositories for vulnerabilities

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