cve:scan

SkillSecurity

Scan dependencies and source code for CVEs — Trivy, LLM reasoning, WebSearch, code security review, and doc audit

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the cve:scan skill

What this skill tells your AI

The instructions your AI receives, as published by rossoctl/rossoctl in .claude/skills/cve:scan/SKILL.md and read by ahel’s review.

Comprehensive security scanning that combines dependency CVE detection, source code security review, and documentation leak auditing.

IMPORTANT: Output Safety

  • Scan results are written to .cves/ (gitignored) ONLY
  • NEVER write CVE details to git-tracked files
  • NEVER include CVE IDs in commit messages, PR descriptions, or issue comments
  • Display findings to user in terminal only
  • Ensure .cves/ is in .gitignore before writing

Workflow

flowchart TD
    START(["/cve:scan"]) --> SETUP["Setup .cves/ dir"]:::cve
    SETUP --> P1["Phase 1: Dependency Inventory"]:::cve
    P1 --> P2{"Trivy installed?"}
    P2 -->|Yes| P2A["Phase 2: Trivy Scan"]:::cve
    P2 -->|No| P3
    P2A --> P3["Phase 3: LLM + WebSearch"]:::cve
    P3 --> P4["Phase 4: Code Security Review"]:::code
    P4 --> P5["Phase 5: Doc CVE Audit"]:::audit
    P5 --> P6["Phase 6: Combined Report"]:::cve
    P6 --> RESULT{"CVEs found?"}
    RESULT -->|None| GREEN([Green light - proceed])
    RESULT -->|HIGH/CRITICAL| BRAINSTORM["cve:brainstorm"]:::block
    RESULT -->|Suspected| FLAG([Flag for review - don't block])

    classDef cve fill:#D32F2F,stroke:#333,color:white
    classDef code fill:#1565C0,stroke:#333,color:white
    classDef audit fill:#FF9800,stroke:#333,color:white
    classDef block fill:#B71C1C,stroke:#333,color:white

Follow this diagram as the workflow.

Setup

Ensure .cves/ directory exists and is gitignored

mkdir -p .cves
grep -q "^\.cves" .gitignore 2>/dev/null || echo -e "\n# CVE scan results (never commit)\n.cves/" >> .gitignore

Phase 1: Dependency Inventory

Identify all dependency sources in the working tree.

Find dependency files

Search for dependency manifests using Glob:

  • **/pyproject.toml — Python projects
  • **/requirements*.txt — Python requirements
  • **/uv.lock — Python lock files
  • **/package.json, **/package-lock.json — Node.js
  • **/go.mod, **/go.sum — Go
  • **/Dockerfile*, **/Containerfile* — Container base images
  • **/Chart.yaml — Helm charts

Extract dependency versions

Read each manifest and lock file. For lock files, extract resolved versions. For Dockerfiles, extract FROM base images with tags.

Record the inventory as a table in the report:

| File | Package | Version | Ecosystem |
|------|---------|---------|-----------|

Phase 2: Trivy Scan (if available)

which trivy 2>/dev/null
trivy --version

If installed, run filesystem and config scans:

trivy fs --severity HIGH,CRITICAL --format json --output .cves/trivy-fs.json . 2>&1; echo "EXIT:$?"

For each Dockerfile found:

trivy config <Dockerfile-path> --output .cves/trivy-config-<name>.txt 2>&1; echo "EXIT:$?"

If not installed, note in the report and skip to Phase 3.

Phase 3: LLM + WebSearch Analysis

For each key dependency from Phase 1 inventory, focus on:

High-risk categories (always check)

  • Crypto libraries: cryptography, pyca, openssl bindings
  • Auth libraries: python-jose, PyJWT, keycloak-js, oauth
  • Network libraries: urllib3, requests, httpx, axios
  • Serialization: pyyaml, protobuf, pickle
  • Container base images: nginx, python, node, alpine versions

WebSearch verification

For flagged packages:

WebSearch: "<package> <version> CVE vulnerability 2025 2026"

Check against: NVD, Snyk, GitHub Advisory Database, OSV.dev

Classify findings

ConfidenceCriteriaAction
ConfirmedTrivy + WebSearch agree, or NVD entry existsReport as confirmed
SuspectedLLM flags but WebSearch inconclusiveReport as suspected
Already fixedCurrent version >= fix versionReport in "Already Patched" section

Phase 4: Source Code Security Review

Use Claude Code reasoning to scan source code for vulnerability patterns. Launch as a background agent for parallel execution:

Task(subagent_type='general-purpose'):
  "Perform a security review of <repo-path>. Focus on:
   1. Auth: Missing auth on endpoints, hardcoded credentials, JWT validation issues
   2. Injection: SQL, command, template injection; unsanitized label selectors
   3. Secrets: Hardcoded API keys, default passwords in Helm/ConfigMaps
   4. Containers: Running as root, unpinned tags, missing healthchecks
   5. CI/CD: Unpinned actions, untrusted input in workflows, broad permissions
   6. Network: SSRF, disabled TLS verification, plain HTTP for auth endpoints
   7. Info disclosure: Verbose errors leaked to clients, exposed API docs

   Use Grep to search for dangerous patterns. Do NOT read entire large files.
   Write report to <repo-path>/.cves/security-review-results.md"

Key patterns to search

# Auth gaps
Grep: "require_roles|get_current_user|Depends" in routers — find endpoints WITHOUT auth
Grep: "verify_aud.*False|verify_exp.*False" — disabled JWT validation
Grep: "password.*admin|ADMIN_PASSWORD.*admin" — hardcoded creds

# Injection
Grep: "label_selector=f\"|f\".*{.*}" in K8s client calls
Grep: "os.system|subprocess.call|eval(" — command injection
Grep: "detail=f\".*{str(e)}" — error detail leakage

# Secrets
Grep: "sk-proj-|ghp_|glpat-" — API keys in source
Grep: "FROM.*:latest" — unpinned base images

# Network
Grep: "verify=False|follow_redirects=True" — TLS/SSRF issues
Grep: "http://.*svc.cluster.local" — plain HTTP in-cluster

# CI/CD
Grep: "uses:.*@v[0-9]" in workflows — unpinned actions (should be SHA)
Grep: "pull_request_target" — dangerous trigger

Phase 5: Documentation CVE Audit

Check all .md files for CVE references that could leak if published.

Grep: "CVE-\d{4}-\d+" across **/*.md
Grep: "vulnerability|exploit|security flaw" combined with package names

Check git commit history:

git log --oneline --all --grep="CVE-" | head -20

Classify doc findings

RiskCriteria
HIGHCVE ID in a file that could become a public GitHub issue
MEDIUMCVE ID in internal docs/plans (not public but should be cleaned)
LOWGeneric security discussion without specific CVE IDs
NONEUpstream vendor CVE references (e.g., K8s Gateway API CRD comments)

Phase 6: Combined Report

Write SUMMARY.md to .cves/ combining all scan results.

Report structure

# Security Scan Summary — <Project>
Date: <date>

## Executive Summary
[Top priority items table — HIGH findings from all phases]

## Part 1: Dependency CVE Findings
[From Phases 1-3: inventory, CVE table, already-patched list]

## Part 2: Source Code Security Review
[From Phase 4: HIGH/MEDIUM/LOW/INFO findings with file:line references]

## Part 3: Documentation CVE Audit
[From Phase 5: files with CVE references, commit messages, risk classification]

## Already Patched (No Action)
[Dependencies confirmed at or above fix versions]

## Remediation Priority
[Priority matrix: immediate / short-term / medium-term / long-term]

For multi-repo scans

When scanning across repos (e.g., all rossoctl org repos):

  1. Clone each repo to /tmp/rossoctl-scan/<repo-name> with --depth 1 --branch main
  2. Run Phases 1-3 on each
  3. Add a "Cross-Repo Security Gaps" section comparing CI scanning, Dependabot, action pinning, secret detection across repos
  4. Separate findings by: upstream/main vs feature branches/worktrees

When Invoked as a Gate

When cve:scan is invoked by another skill (tdd:ci, rca:*, etc.) as a gate:

  • Clean scan → return control to the calling skill, proceed
  • Findings detected → invoke cve:brainstorm, BLOCK the calling skill from proceeding to public output until the hold is resolved
  • The calling skill must NOT proceed past the CVE gate until cve:brainstorm resolves the hold

Related Skills

  • cve:brainstorm — Disclosure planning when CVEs are found
  • tdd:ci — Invokes this at Phase 3.5
  • tdd:hypershift — Invokes this pre-deploy
  • tdd:kind — Invokes this pre-deploy
  • rca:ci — Invokes this at Phase 5

Signals

GitHub stars
300
Forks
107
Last commit
Sep 2026
Advanced
Catalog kind
skill
Gateway key
cve-scan
Source
github.com/rossoctl/rossoctl