SAST Configuration
Static Application Security Testing (SAST) tool setup, configuration, and custom rule creation for comprehensive security scanning across multiple programming languages.
Overview
This skill provides comprehensive guidance for setting up and configuring SAST tools including Semgrep, SonarQube, and CodeQL. Use this skill when you need to:
Set up SAST scanning in CI/CD pipelines Create custom security rules for your codebase Configure quality gates and compliance policies Optimize scan performance and reduce false positives Integrate multiple SAST tools for defense-in-depth Core Capabilities 1. Semgrep Configuration Custom rule creation with pattern matching Language-specific security rules (Python, JavaScript, Go, Java, etc.) CI/CD integration (GitHub Actions, GitLab CI, Jenkins) False positive tuning and rule optimization Organizational policy enforcement 2. SonarQube Setup Quality gate configuration Security hotspot analysis Code coverage and technical debt tracking Custom quality profiles for languages Enterprise integration with LDAP/SAML 3. CodeQL Analysis GitHub Advanced Security integration Custom query development Vulnerability variant analysis Security research workflows SARIF result processing Quick Start Initial Assessment Identify primary programming languages in your codebase Determine compliance requirements (PCI-DSS, SOC 2, etc.) Choose SAST tool based on language support and integration needs Review baseline scan to understand current security posture Basic Setup
Semgrep quick start
pip install semgrep semgrep --config=auto --error
SonarQube with Docker
docker run -d --name sonarqube -p 9000:9000 sonarqube:latest
CodeQL CLI setup
gh extension install github/gh-codeql codeql database create mydb --language=python
Reference Documentation Semgrep Rule Creation - Pattern-based security rule development SonarQube Configuration - Quality gates and profiles CodeQL Setup Guide - Query development and workflows Templates & Assets semgrep-config.yml - Production-ready Semgrep configuration sonarqube-settings.xml - SonarQube quality profile template run-sast.sh - Automated SAST execution script Integration Patterns CI/CD Pipeline Integration
GitHub Actions example
- name: Run Semgrep uses: returntocorp/semgrep-action@v1 with: config: >- p/security-audit p/owasp-top-ten
Pre-commit Hook
.pre-commit-config.yaml
- repo: https://github.com/returntocorp/semgrep
rev: v1.45.0
hooks:
- id: semgrep args: ['--config=auto', '--error']
Best Practices
Start with Baseline
Run initial scan to establish security baseline Prioritize critical and high severity findings Create remediation roadmap
Incremental Adoption
Begin with security-focused rules Gradually add code quality rules Implement blocking only for critical issues
False Positive Management
Document legitimate suppressions Create allow lists for known safe patterns Regularly review suppressed findings
Performance Optimization
Exclude test files and generated code Use incremental scanning for large codebases Cache scan results in CI/CD
Team Enablement
Provide security training for developers Create internal documentation for common patterns Establish security champions program Common Use Cases New Project Setup ./scripts/run-sast.sh --setup --language python --tools semgrep,sonarqube
Custom Rule Development
See references/semgrep-rules.md for detailed examples
rules: - id: hardcoded-jwt-secret pattern: jwt.encode($DATA, "...", ...) message: JWT secret should not be hardcoded severity: ERROR
Compliance Scanning
PCI-DSS focused scan
semgrep --config p/pci-dss --json -o pci-scan-results.json
Troubleshooting High False Positive Rate Review and tune rule sensitivity Add path filters to exclude test files Use nostmt metadata for noisy patterns Create organization-specific rule exceptions Performance Issues Enable incremental scanning Parallelize scans across modules Optimize rule patterns for efficiency Cache dependencies and scan results Integration Failures Verify API tokens and credentials Check network connectivity and proxy settings Review SARIF output format compatibility Validate CI/CD runner permissions Related Skills OWASP Top 10 Checklist Container Security Dependency Scanning Tool Comparison Tool Best For Language Support Cost Integration Semgrep Custom rules, fast scans 30+ languages Free/Enterprise Excellent SonarQube Code quality + security 25+ languages Free/Commercial Good CodeQL Deep analysis, research 10+ languages Free (OSS) GitHub native Next Steps Complete initial SAST tool setup Run baseline security scan Create custom rules for organization-specific patterns Integrate into CI/CD pipeline Establish security gate policies Train development team on findings and remediation