Aqua Trivy Vulnerability Scanning AI Skill Guide

Overview

Trivy scans container images, filesystems, Git repos, Kubernetes manifests, and Terraform/CloudFormation for OS packages, language libraries, secrets, and misconfigurations. It is widely used as a CI gate. Agents should report actionable findings (fixable base, upgraded package) and avoid failing builds on unfixed noise without a documented policy.

Target (image | fs | repo | k8s)
        |
        v
Trivy DB + checks
        |
        +--> vulnerabilities (CVE)
        +--> misconfig / secrets
        +--> SBOM (optional)

When to use

• Scanning images before registry push or cluster deploy
• Adding CI security gates with severity thresholds
• Generating SBOM artifacts for compliance
• Triaging whether a CVE is reachable / fixed upstream

Operational directives

1. Pin Trivy version in CI; cache the vulnerability DB between jobs.
2. Fail on CRITICAL/HIGH by policy; document ignores with expiry reasons.
3. Prefer scanning by image digest, not mutable tags.
4. Separate vuln results from misconfig/secret scanners in reports.
5. Never suppress secrets findings without rotating the leaked credential.

Concrete examples

Image and filesystem scans

trivy image ghcr.io/example/api:1.4.2
trivy image --severity HIGH,CRITICAL --exit-code 1 ghcr.io/example/api@sha256:...
trivy fs --scanners vuln,secret,misconfig .
trivy repo --severity HIGH,CRITICAL https://github.com/example/api

CI-friendly JSON + SARIF

trivy image -f json -o trivy.json ghcr.io/example/api:1.4.2
trivy image -f sarif -o trivy.sarif ghcr.io/example/api:1.4.2
trivy image --format spdx-json -o sbom.spdx.json ghcr.io/example/api:1.4.2

Ignore file (time-boxed)

# .trivyignore.yaml
vulnerabilities:
  - id: CVE-2024-12345
    paths:
      - "usr/lib/libexample.so"
    expired_at: "2026-09-30"
    statement: "Waiting on upstream base image 1.5; tracked in JIRA-100"

Kubernetes / config

trivy k8s cluster --severity HIGH,CRITICAL --report summary
trivy config ./deploy/k8s

Triage table

Finding type	Typical remediations
Distro package CVE	Rebuild on newer base (alpine:3.20, distroless)
App library CVE	Bump lockfile dependency; rebuild
Secret in image	Rotate; rewrite history/layers; use BuildKit secrets
K8s misconfig	Fix securityContext, capabilities, root FS

Best practices

1. Scan both build images and final runtime images (multi-stage).
2. Publish SBOM beside the image digest in the registry/CI artifacts.
3. Track mean-time-to-remediate for CRITICAL separately from informational noise.
4. Combine with admission policy (optional) - Trivy alone is not runtime enforcement.

Limitations

• Not all CVEs are exploitable in context; still require human risk acceptance.
• DB freshness matters - stale caches miss new advisories.
• IaC checks are heuristics; not a full cloud security posture platform.

Related skills

• docker - rebuild images after base/package bumps
• kubernetes - workload hardening after trivy k8s findings
• packer - scan golden images/AMIs via filesystem export where applicable
• argocd / fluxcd - block bad digests before sync