Auto-Scan PRs → Create Security Issues → Notify Team
Automatically scan pull requests for vulnerabilities using GitHub's AI security tools, create tracked issues for findings, and alert the security team.
Workflow Steps
GitHub Actions
Trigger security scan on PR
Configure a GitHub Actions workflow that runs GitHub Security Lab's Taskflow Agent on every pull request. Set up the workflow to scan for auth bypasses, IDORs, and token leaks using the open source framework.
GitHub Security Lab
Analyze code for vulnerabilities
The Taskflow Agent performs AI-powered static analysis on the PR code, identifying high-impact security vulnerabilities including authentication bypasses, insecure direct object references, and exposed tokens or secrets.
GitHub Issues
Create security issue for findings
When vulnerabilities are detected, automatically create a GitHub issue with severity labels, detailed findings, code locations, and recommended fixes. Include CVSS scores and remediation priority.
Slack
Send security alert to team
Use GitHub's webhook integration to post critical security findings to your team's Slack channel, including issue link, vulnerability type, and affected files for immediate attention.
Workflow Flow
Step 1
GitHub Actions
Trigger security scan on PR
Step 2
GitHub Security Lab
Analyze code for vulnerabilities
Step 3
GitHub Issues
Create security issue for findings
Step 4
Slack
Send security alert to team
Why This Works
Combines GitHub's native security tools with automated workflow triggers, ensuring no PR goes unchecked while maintaining developer velocity through immediate notifications.
Best For
Development teams wanting to catch security vulnerabilities early in the development cycle
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