Automated summary
Guides the setup and configuration of SAST tools (Semgrep, SonarQube, CodeQL) to automatically detect vulnerabilities in application code.
Strengths
- Covers three major SAST tools with per-tool capabilities (Semgrep custom rules, SonarQube quality gates, CodeQL queries)
- Provides concrete integration snippets for GitHub Actions and pre-commit hooks
- Prescribes an incremental rollout: baseline scan, prioritise critical findings, then tune down false positives
- Ships templates and a runner script (semgrep-config.yml, sonarqube-settings.xml, run-sast.sh)
Limitations
- Strictly SAST: no DAST, penetration testing, or secrets scanning
- Configuration snippets stay skeleton-level (truncated quick start, few example custom rules)
- Assumes source and CI/CD access, plus security policy decisions already made elsewhere
Use it when you need to add or tighten static security scanning in a repository or CI/CD pipeline.
Avoid it when the need is dynamic testing, manual pentesting, or organisational policy choices rather than tooling setup.
Security analysis
CautionThe skill provides legitimate guidance for configuring SAST tools, but it involves installation and execution of third-party tools via bash and Docker. No malicious, destructive, or exfiltrating instructions were found, so it is not risky, but the use of powerful tooling warrants caution.
- •Contains commands to install software via pip and run Docker containers (e.g., docker run sonarqube), which can modify the environment and consume resources.
- •References a script (run-sast.sh) that executes SAST tools; running third-party tooling may have side effects.
Examples
Add a Semgrep scan to our GitHub Actions pipeline for a Python/TypeScript monorepo, using the security-audit and owasp-top-ten rulesets, and fail the build on high-severity findings.Write a custom Semgrep rule that flags any use of Python's `pickle.loads` on untrusted input, with a clear message and a test case.We're adopting SonarQube for a Java service — help me define a baseline scan, set quality gate thresholds, and plan the remediation order for critical findings.name: sast-configuration description: Configure Static Application Security Testing (SAST) tools for automated vulnerability detection in application code. Use when setting up security scanning, implementing DevSecOps practices, or automating code vulnerability detection.
SAST Configuration
Static Application Security Testing (SAST) tool setup, configuration, and custom rule creation for comprehensive security scanning across multiple programming languages.
Use this skill when
- 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
Do not use this skill when
- You only need DAST or manual penetration testing guidance
- You cannot access source code or CI/CD pipelines
- You need organizational policy decisions rather than tooling setup
Instructions
- Identify languages, repos, and compliance requirements.
- Choose tools and define a baseline policy.
- Integrate scans into CI/CD with gating thresholds.
- Tune rules and suppressions based on false positives.
- Track remediation and verify fixes.
Safety
- Avoid scanning sensitive repos with third-party services without approval.
- Prevent leaks of secrets in scan artifacts and logs.
Overview
This skill provides comprehensive guidance for setting up and configuring SAST tools including Semgrep, SonarQube, and CodeQL.
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
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
From the file to a first result
The download contains exactly the content displayed on this page. This copy may differ from the latest version in the source repository.
View the source and supporting filesThis download contains SKILL.md only. Any scripts, references, templates and dependencies are not included. Get the required files from the source, preserving their directory structure, before continuing.
1. Download the file
Download SKILL.mdFrom the root of a test project, save the file as .skill-downloads/sast-configuration-mrx3xzaw/SKILL.md, or use the command below. This folder is for inspecting the skill before installation.
Command for macOS/Linux or WSL: requires a POSIX shell and curl. On Windows without WSL, use the download button and create the folder manually.
mkdir -p '.skill-downloads/sast-configuration-mrx3xzaw' && curl --fail --show-error --location 'https://skills-guides.com/api/skills/sast-configuration-mrx3xzaw/download' --output '.skill-downloads/sast-configuration-mrx3xzaw/SKILL.md.part' && mv '.skill-downloads/sast-configuration-mrx3xzaw/SKILL.md.part' '.skill-downloads/sast-configuration-mrx3xzaw/SKILL.md'2. Check prerequisites
Read SKILL.md before using it. If it references scripts or external services, inspect them and prepare the required access in your test environment.
No recognized prerequisites section in this file. This does not mean it is self-contained: libraries, tools and access requirements may be mentioned elsewhere in the content or source repository.
The platforms on this page are catalog indications. The paths below follow tool documentation; they do not prove this skill has been run in those tools. No minimum tool version is confirmed for this listing.
3. Load the skill
After inspection, copy the complete folder into your project using one of the commands below, then open a new tool session. The command stops if a folder with the same name already exists: compare the files before replacing it.
Claude Code
test -f '.skill-downloads/sast-configuration-mrx3xzaw/SKILL.md' && test -s '.skill-downloads/sast-configuration-mrx3xzaw/SKILL.md' && mkdir -p '.claude/skills' && test ! -e '.claude/skills/sast-configuration' && cp -R '.skill-downloads/sast-configuration-mrx3xzaw' '.claude/skills/sast-configuration'Cursor
test -f '.skill-downloads/sast-configuration-mrx3xzaw/SKILL.md' && test -s '.skill-downloads/sast-configuration-mrx3xzaw/SKILL.md' && mkdir -p '.cursor/skills' && test ! -e '.cursor/skills/sast-configuration' && cp -R '.skill-downloads/sast-configuration-mrx3xzaw' '.cursor/skills/sast-configuration'Codex
test -f '.skill-downloads/sast-configuration-mrx3xzaw/SKILL.md' && test -s '.skill-downloads/sast-configuration-mrx3xzaw/SKILL.md' && mkdir -p '.agents/skills' && test ! -e '.agents/skills/sast-configuration' && cp -R '.skill-downloads/sast-configuration-mrx3xzaw' '.agents/skills/sast-configuration'OpenSkills
OpenSkills must already be installed. The local install/read procedure is checked with OpenSkills 1.5.0, which requires Node.js ≥ 20.6.0. Catalog slugs are not resolved automatically.
Official OpenSkills installationopenskills install './.skill-downloads/sast-configuration-mrx3xzaw'openskills read 'sast-configuration-mrx3xzaw'Reading should display the installed file content and its base directory. It does not run the skill or install its dependencies.
For an agent that reads AGENTS.md, then sync the index. This command changes AGENTS.md: review the diff before using it.
openskills syncManual method or another tool: attach SKILL.md to a conversation, or open it in an agent that can read files. Include any required supporting resources. No universal folder is recognized by every tool.
4. Try a first task
Use a short, synthetic input: an API endpoint, a small document or an interface brief. In a new conversation, attach the file or give the agent its path, then adapt this request:
Read .skill-downloads/sast-configuration-mrx3xzaw/SKILL.md and apply its instructions to this example: [describe a test input]. Identify any missing files, dependencies or access. Produce the result requested by the skill without inventing data or running unreviewed scripts.Expected result: output matching the skill instructions, or a precise list of missing prerequisites. A read confirmation alone does not validate a first use. If an external resource is unavailable, that path remains untested.
DeFi AMM Security
Security
Security checklist for Solidity AMM contracts, liquidity pools, and swap flows. Covers reentrancy, donation attacks, oracle manipulation, slippage, and integer math.
Semgrep Rule Creator
Security
Creates custom Semgrep rules for detecting security vulnerabilities, bug patterns, and code patterns. Includes test-first methodology, taint mode support, and validation steps. Helps when building targeted static analysis detections.
Dev Toolbar Review Guide
Security
Safety rules for the dev toolbar, PostHog client, and feature flags. Use when reviewing changes to dev-tools and related files, covering environment guards, override cookies, and SSE stream safety.