Reviewdog - Automated Security Code Review

Overview

Reviewdog is an automated code review tool that integrates security scanning and linting results into pull request review comments. It acts as a universal adapter between various security tools (SAST scanners, linters, formatters) and code hosting platforms (GitHub, GitLab, Bitbucket), enabling seamless security feedback during code review.

Key Capabilities:

• Aggregates findings from multiple security and quality tools
• Posts inline review comments on specific code lines
• Supports 40+ linters and security scanners out-of-the-box
• Integrates with GitHub Actions, GitLab CI, CircleCI, and other CI platforms
• Filters findings to show only new issues in diff (fail-on-diff mode)
• Supports custom rulesets and security policies

Quick Start

Basic reviewdog usage with a security scanner:

# Install reviewdog
go install github.com/reviewdog/reviewdog/cmd/reviewdog@latest

# Run a security scanner and pipe to reviewdog
bandit -r . -f json | reviewdog -f=bandit -reporter=github-pr-review

# Or use with Semgrep
semgrep --config=auto --json | reviewdog -f=semgrep -reporter=local

GitHub Actions integration:

- name: Run reviewdog
  uses: reviewdog/action-setup@v1
- name: Security scan with reviewdog
  env:
    REVIEWDOG_GITHUB_API_TOKEN: ${{ secrets.GITHUB_TOKEN }}
  run: |
    bandit -r . -f json | reviewdog -f=bandit -reporter=github-pr-review

Core Workflow

Step 1: Install reviewdog

Install reviewdog in your CI environment or locally:

# Via Go
go install github.com/reviewdog/reviewdog/cmd/reviewdog@latest

# Via Homebrew (macOS/Linux)
brew install reviewdog

# Via Docker
docker pull reviewdog/reviewdog:latest

Step 2: Configure Security Tools

Set up the security scanners you want to integrate. Reviewdog supports multiple input formats:

Supported Security Tools:

• SAST: Semgrep, Bandit, ESLint Security, Brakeman
• Secret Detection: Gitleaks, TruffleHog, detect-secrets
• IaC Security: Checkov, tfsec, terrascan
• Container Security: Hadolint, Trivy, Dockle
• General Linters: ShellCheck, yamllint, markdownlint

Step 3: Integrate into CI/CD Pipeline

Add reviewdog to your CI pipeline to automatically post security findings as review comments:

GitHub Actions Example:

name: Security Review
on: [pull_request]

jobs:
  security-scan:
    runs-on: ubuntu-latest
    steps:
      - uses: actions/checkout@v3

      - name: Setup reviewdog
        uses: reviewdog/action-setup@v1

      - name: Run Bandit SAST
        env:
          REVIEWDOG_GITHUB_API_TOKEN: ${{ secrets.GITHUB_TOKEN }}
        run: |
          pip install bandit
          bandit -r . -f json | \
            reviewdog -f=bandit \
                     -name="Bandit SAST" \
                     -reporter=github-pr-review \
                     -filter-mode=added \
                     -fail-on-error

GitLab CI Example:

security_review:
  stage: test
  script:
    - pip install bandit reviewdog
    - bandit -r . -f json |
        reviewdog -f=bandit
                 -reporter=gitlab-mr-discussion
                 -filter-mode=diff_context
  only:
    - merge_requests

Step 4: Configure Review Behavior

Customize reviewdog's behavior using flags:

# Filter to show only issues in changed lines
reviewdog -filter-mode=diff_context

# Filter to show only issues in added lines
reviewdog -filter-mode=added

# Fail the build if findings are present
reviewdog -fail-on-error

# Set severity threshold
reviewdog -level=warning

Step 5: Review Security Findings

Reviewdog posts findings as inline comments on the pull request:

• Inline annotations: Security issues appear directly on affected code lines
• Severity indicators: Critical, High, Medium, Low severity levels
• Remediation guidance: Links to CWE/OWASP references when available
• Diff-aware filtering: Only shows new issues introduced in the PR

Security Considerations

• API Token Security: Store GitHub/GitLab tokens in secrets management (GitHub Secrets, GitLab CI/CD variables)

  • Never commit tokens to version control
  • Use minimum required permissions (read/write on pull requests)
  • Rotate tokens regularly

• Access Control:

  • Configure reviewdog to run only on trusted branches
  • Use CODEOWNERS to require security team approval for reviewdog config changes
  • Restrict who can modify

    .reviewdog.yml

    configuration

• Audit Logging:

  • Log all security findings to SIEM or security monitoring platform
  • Track when findings are introduced and resolved
  • Monitor for bypassed security checks

• Compliance:

  • Maintains audit trail of security reviews (SOC2, ISO27001)
  • Enforces security policy compliance in code review
  • Supports compliance reporting through CI/CD artifacts

• Safe Defaults:

  • Use

    fail-on-error

    to block PRs with security findings
  • Enable

    filter-mode=added

    to catch new vulnerabilities
  • Configure severity thresholds appropriate to your risk tolerance

Bundled Resources

Scripts (

scripts/

)

• setup_reviewdog.py

  - Automated reviewdog installation and CI configuration generator

• run_security_suite.sh

  - Runs multiple security scanners through reviewdog

References (

references/

)

• supported_tools.md

  - Complete list of supported security tools with configuration examples

• reporter_formats.md

  - Available output formats and reporter configurations

• cwe_mapping.md

  - Mapping of common tool findings to CWE categories

Assets (

assets/

)

• github_actions_template.yml

  - GitHub Actions workflow for multi-tool security scanning

• gitlab_ci_template.yml

  - GitLab CI configuration for reviewdog integration

• .reviewdog.yml

  - Sample reviewdog configuration file

• pre_commit_config.yaml

  - Pre-commit hook integration

Common Patterns

Pattern 1: Multi-Tool Security Suite

Run multiple security tools and aggregate results in a single review:

#!/bin/bash
# Run comprehensive security scan

# Python security
bandit -r . -f json | reviewdog -f=bandit -name="Python SAST" -reporter=github-pr-review &

# Secrets detection
gitleaks detect --report-format json | reviewdog -f=gitleaks -name="Secret Scan" -reporter=github-pr-review &

# IaC security
checkov -d . -o json | reviewdog -f=checkov -name="IaC Security" -reporter=github-pr-review &

wait

Pattern 2: Severity-Based Gating

Block PRs based on severity thresholds:

- name: Critical findings - Block PR
  run: |
    semgrep --config=p/security-audit --severity=ERROR --json | \
      reviewdog -f=semgrep -level=error -fail-on-error -reporter=github-pr-review

- name: Medium findings - Comment only
  run: |
    semgrep --config=p/security-audit --severity=WARNING --json | \
      reviewdog -f=semgrep -level=warning -reporter=github-pr-review

Pattern 3: Differential Security Scanning

Only flag new security issues introduced in the current PR:

# Only show findings in newly added code
reviewdog -filter-mode=added -fail-on-error

# Show findings in modified context (added + surrounding lines)
reviewdog -filter-mode=diff_context

Pattern 4: Custom Security Rules

Integrate custom security policies using grep or custom parsers:

# Check for prohibited patterns
grep -nH -R "eval(" . --include="*.py" | \
  reviewdog -f=grep -name="Dangerous Functions" -reporter=github-pr-review

# Custom JSON parser
./custom_security_scanner.py --json | \
  reviewdog -f=rdjson -name="Custom Policy" -reporter=github-pr-review

Integration Points

• CI/CD Platforms:

  • GitHub Actions (native action available)
  • GitLab CI/CD
  • CircleCI
  • Jenkins
  • Azure Pipelines
  • Bitbucket Pipelines

• Security Tools:

  • SAST: Semgrep, Bandit, ESLint, Brakeman, CodeQL
  • Secrets: Gitleaks, TruffleHog, detect-secrets
  • IaC: Checkov, tfsec, terrascan, kics
  • Containers: Hadolint, Trivy, Dockle

• Code Hosting:

  • GitHub (PR comments, check runs, annotations)
  • GitLab (MR discussions)
  • Bitbucket (inline comments)
  • Gerrit (review comments)

• SDLC Integration:

  • Pre-commit hooks: Fast local feedback before push
  • PR/MR review: Automated security review on code changes
  • Trunk protection: Block merges with security findings
  • Security dashboard: Aggregate findings for visibility

Troubleshooting

Issue: Reviewdog not posting comments

Solution:

• Verify GitHub token has correct permissions (

  repo

  scope for private repos,

  public_repo

  for public)
• Check CI environment has

  REVIEWDOG_GITHUB_API_TOKEN

  or

  GITHUB_TOKEN

  set
• Ensure repository settings allow PR comments from workflows
• Verify reviewdog is running in PR context (not on push to main)

Issue: Too many false positives

Solution:

• Use

  filter-mode=added

  to only show new issues
• Configure tool-specific suppressions in

  .reviewdog.yml

• Adjust severity thresholds with

  -level

  flag
• Use baseline files to ignore existing issues

Issue: Performance issues with large repositories

Solution:

• Run reviewdog only on changed files using

  filter-mode=diff_context

• Cache tool dependencies and databases in CI
• Run expensive scanners on scheduled jobs, lightweight ones on PR
• Use parallel execution for multiple tools

Issue: Integration with custom security tools

Solution:

• Convert tool output to supported format (checkstyle, sarif, rdjson, rdjsonl)
• Use

  -f=rdjson

  for custom JSON output following reviewdog diagnostic format
• Create errorformat pattern for text-based outputs
• See

  references/reporter_formats.md

  for format specifications

Advanced Configuration

Custom reviewdog configuration (

.reviewdog.yml

)

runner:
  bandit:
    cmd: bandit -r . -f json
    format: bandit
    name: Python Security
    level: warning

  semgrep:
    cmd: semgrep --config=auto --json
    format: semgrep
    name: Multi-language SAST
    level: error

  gitleaks:
    cmd: gitleaks detect --report-format json
    format: gitleaks
    name: Secret Detection
    level: error

Integration with Security Frameworks

Map findings to OWASP Top 10 and CWE:

# Semgrep with OWASP ruleset
semgrep --config "p/owasp-top-ten" --json | \
  reviewdog -f=semgrep -name="OWASP Top 10" -reporter=github-pr-review

# Include CWE references in comments
reviewdog -f=semgrep -name="CWE Analysis" -reporter=github-pr-review

References

• Reviewdog Documentation
• Supported Tools and Formats
• GitHub Actions Integration
• OWASP Secure Coding Practices
• CWE Top 25