integrating-sast-into-github-actions-pipeline
This skill covers integrating Static Application Security Testing (SAST) tools—CodeQL and Semgrep—into GitHub Actions CI/CD pipelines.
Skill by Njones17
Chalk Labs
Need help deploying integrating-sast-into-github-actions-pipeline?
Chalk Labs sets up agents like this inside real teams: connected to your tools, tested on your data, with a human in the loop where it matters.
Install
Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.
npx agentmarket install skill/njones17-integrating-sast-into-github-actions-pipeline
Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.
Get the weekly diff
The weekly diff: one email a week with new agent tools, notable updates and grade changes, plus security alerts for tools you follow. Double opt-in, one-click unsubscribe.
About
Use cases: testing, devops, data, security
Reviews
Write a reviewNo reviews yet. Installed it? Reviews come from verified installers only. How reviews work
Permissions
What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.
- Tools
- No tools found
- Secrets
- None asked for
- Install scripts
- None found
- Runs as
- Python package
Network hosts it talks to 1
codeload.github.com· found in install command
Files it touches
~/.claude/skills/integrating-sast-into-github-actions-pipeline
What's inside
- Skill name
integrating-sast-into-github-actions-pipeline- Description
- This skill covers integrating Static Application Security Testing (SAST) tools—CodeQL and Semgrep—into GitHub Actions CI/CD pipelines. It addresses configuring automated code scanning on pull requests and pushes, tuning rules to reduce false positives, uploading SARIF results to GitHub Advanced Security, and establishing quality gates that block merges when high-severity vulnerabilities are detected.
- License
- MIT
- Instructions
- 304 lines in SKILL.md · view on GitHub
Before installing
- Ships executable scripts
Files (5)
- SKILL.md
- template.md · assets/
- standards.md · references/
- workflows.md · references/
- process.py · scripts/
SKILL.md (first lines)
# Integrating SAST into GitHub Actions Pipeline
## When to Use
- When development teams need automated code-level vulnerability detection on every pull request
- When security teams require consistent SAST enforcement across all repositories in an organization
- When migrating from manual or periodic security reviews to continuous security testing
- When compliance frameworks (SOC 2, PCI DSS, NIST SSDF) require evidence of automated code analysis
- When multiple languages coexist in a monorepo and need unified scanning under one workflow
**Do not use** for runtime vulnerability detection (use DAST instead), for scanning third-party dependencies (use SCA tools like Snyk), or for infrastructure-as-code scanning (use Checkov or tfsec).
## Prerequisites
- GitHub repository with GitHub Actions enabled
- GitHub Advanced Security license (required for CodeQL on private repos; free for public repos)
- Semgrep account for managed rules and Semgrep App dashboard (free tier available)
- Repository code in a supported language: Python, JavaScript/TypeScript, Java, C/C++, C#, Go, Ruby, Swift, Kotlin
## Workflow
### Step 1: Configure CodeQL Analysis Workflow
Create a CodeQL workflow that runs on pull requests and on a weekly schedule to catch vulnerabilities in existing code.
```yaml
# .github/workflows/codeql-analysis.yml
name: "CodeQL Analysis"
on:
push:
branches: [main, develop]
pull_request:
branches: [main]
schedule:
- cron: '30 2 * * 1' # Weekly Monday 2:30 AM
jobs:
analyze:
name: Analyze (${{ matrix.language }})
runs-on: ubuntu-latest
permissions:
actions: read
contents: read
security-events: write
strategy:
fail-fast: false
matrix:
language: ['javascript', 'python']
steps:
- name: Checkout repository
uses: actions/checkout@v4
- name: Initialize CodeQL
uses: github/codeql-action/init@v3
with:
languages: ${{ matrix.language }}
queries: security-extended,security-and-quality
- name: Autobuild
uses: github/codeql-action/autobuild@v3
- name: Perform CodeQL Analysis
uses: github/codeql-action/analyze@v3
with:
category: "/language:${{ matrix.language }}"
```
### Step 2: Add Semgrep Scanning for Custom Rules
Semgrep complements CodeQL with faster scans and support for custom pattern-based rules. Configure it to upload SARIF results to the same GitHub Security tab.
```yaml
# .github/workflows/semgrep.yml
name: "Semgrep SAST Scan"
on:
pull_request:
branches: [main, develop]
push:
branches: [main]
jobs:
semgrep:
name: Semgrep Scan
runs-on: ubuntu-latest
permissions:
security-events: write
contents: read
container:
image: semgrep/semgrep:latest
steps:
- name: Checkout
uses: actions/checkout@v4
- name: Run Semgrep
run: |
semgrep ci \
--config auto \
--config p/owasp-top-ten \
--config p/cwe-top-25 \
--sarif --output semgrep-results.sarif \
--severity ERROR \
--error
env:
SEMGREP_APP_TOKEN: ${{ secrets.SEMGREP_APP_TOKEN }}
- name: Upload SARIF
if: always()
uses: github/codeql-action/upload-sarif@v3
with:
sarif_file: semgrep-results.sarif
category: semgrep
```From Njones17/AI-agent-master-cyber-skills-list, MIT.
More from Njones17/AI-agent-master-cyber-skills-list
- 0.497score
ghost-scan-code
Njones17
Ghost Security - SAST code scanner.
SkillDFreshness: D★ 24Claude Code +9 - 0.497score
integrating-dast-with-owasp-zap-in-pipeline
Njones17
This skill covers integrating OWASP ZAP (Zed Attack Proxy) for Dynamic Application Security Testing in CI/CD pipelines.
SkillDFreshness: D★ 24Claude Code +9 - 0.497score
performing-sca-dependency-scanning-with-snyk
Njones17
This skill covers implementing Software Composition Analysis (SCA) using Snyk to detect vulnerable open-source dependencies in CI/CD pipelines.
SkillDFreshness: D★ 24Claude Code +9 - 0.497score
dast-scanning
devops-skills
Perform dynamic application security testing with OWASP ZAP, Burp Suite, and Nikto.
SkillDFreshness: D★ 24Claude Code +9 - 0.497score
sast-scanning
devops-skills
Perform static application security testing with tools like Semgrep, CodeQL, and SonarQube.
SkillDFreshness: D★ 24Claude Code +9 - 0.494score
performing-cryptographic-audit-of-application
Njones17
A cryptographic audit systematically reviews an application's use of cryptographic primitives, protocols, and key management to identify vulnerabilities such…
SkillDFreshness: D★ 24Claude Code +9 - 0.494score
implementing-github-advanced-security-for-code-scanning
Njones17
Configure GitHub Advanced Security with CodeQL to perform automated static analysis and vulnerability detection across repositories at enterprise scale.
SkillDFreshness: D★ 24Claude Code +9 - 0.494score
implementing-semgrep-for-custom-sast-rules
Njones17
Write custom Semgrep SAST rules in YAML to detect application-specific vulnerabilities, enforce coding standards, and integrate into CI/CD pipelines.
SkillDFreshness: D★ 24Claude Code +9 - 0.492score
implementing-api-key-security-controls
Njones17
Implements secure API key generation, storage, rotation, and revocation controls to protect API authentication credentials from leakage, brute force, and abuse.
SkillDFreshness: D★ 24Claude Code +9 - 0.492score
implementing-api-gateway-security-controls
Njones17
Implements security controls at the API gateway layer including authentication enforcement, rate limiting, request validation, IP allowlisting, TLS…
SkillDFreshness: D★ 24Claude Code +9 - 0.492score
implementing-api-rate-limiting-and-throttling
Njones17
Implements API rate limiting and throttling controls using token bucket, sliding window, and fixed window algorithms to protect against brute force attacks…
SkillDFreshness: D★ 24Claude Code +9 - 0.492score
ghost-repo-context
Njones17
Scans directory structure, detects projects, maps dependencies, and documents code organization into a repo.md file.
SkillDFreshness: D★ 24Claude Code +9
Signals
- Stars
- 24
- Forks
- 6
- Open issues
- 0
- Last commit (this folder)
- Mar 6, 2026 (7 months ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- MIT
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
More from Njones17
- 0.497score
ghost-scan-code
Njones17
Ghost Security - SAST code scanner.
SkillDFreshness: D★ 24Claude Code +9 - 0.497score
performing-sca-dependency-scanning-with-snyk
Njones17
This skill covers implementing Software Composition Analysis (SCA) using Snyk to detect vulnerable open-source dependencies in CI/CD pipelines.
SkillDFreshness: D★ 24Claude Code +9 - 0.497score
integrating-dast-with-owasp-zap-in-pipeline
Njones17
This skill covers integrating OWASP ZAP (Zed Attack Proxy) for Dynamic Application Security Testing in CI/CD pipelines.
SkillDFreshness: D★ 24Claude Code +9 - 0.494score
performing-cryptographic-audit-of-application
Njones17
A cryptographic audit systematically reviews an application's use of cryptographic primitives, protocols, and key management to identify vulnerabilities such…
SkillDFreshness: D★ 24Claude Code +9 - 0.494score
implementing-semgrep-for-custom-sast-rules
Njones17
Write custom Semgrep SAST rules in YAML to detect application-specific vulnerabilities, enforce coding standards, and integrate into CI/CD pipelines.
SkillDFreshness: D★ 24Claude Code +9 - 0.494score
implementing-github-advanced-security-for-code-scanning
Njones17
Configure GitHub Advanced Security with CodeQL to perform automated static analysis and vulnerability detection across repositories at enterprise scale.
SkillDFreshness: D★ 24Claude Code +9
Done for you
Rather not set it up yourself?
Chalk Labs scopes, builds and runs agents for your team: the task audit, the eval harness, the integrations and the weekly ops report. Fixed scope, priced before we start.
See how we build AI agents →Read the case studies
Chalk Labs is a two-founder AI and growth studio. We build AI agents, CRMs and MVPs for Web3 and AI companies, and have shipped 50+ product and token launches.
- launches shipped
- 50+
- launches shipped
- media placements
- 500+
- media placements
- founders on every account
- 2
- founders on every account
Press we've placed: Forbes · CoinDesk · Decrypt · Cointelegraph · The Block
Rahil Jain, Co-founder, Chalk Labs. Ex-Goldman Sachs engineer. You talk to the person who builds it.
Get integrating-sast-into-github-actions-pipeline running in your business
Tell us what you want to automate. A founder replies within one working day with a plan, not a pitch deck.
Cite this page
integrating-sast-into-github-actions-pipeline skill. Agent Mart. https://agentmart.dev/skills/njones17-integrating-sast-into-github-actions-pipeline (last updated 2026-10-24)