Risk = Likelihood × Impact
High Impact + High Likelihood → CRITICAL
High Impact + Low Likelihood → HIGH
Low Impact + High Likelihood → MEDIUM
Low Impact + Low Likelihood → LOW
5. Risk Prioritization
CVSS + Context
Factor
Weight
Question
CVSS Score
Base severity
How severe is the vuln?
EPSS Score
Predicted exploitation probability
Probability of exploitation in the next 30 days, not proof of active exploitation
Asset Value
Business context
What's at risk?
Exposure
Attack surface
Internet-facing?
Prioritization Decision Tree
Is there credible active-exploitation evidence (for example a relevant KEV entry or incident evidence)?
├── YES → CRITICAL: Immediate action
└── NO → Check CVSS
├── CVSS ≥9.0 → HIGH
├── CVSS 7.0-8.9 → Consider asset value
└── CVSS <7.0 → Schedule for later
Remember: Vulnerability scanning finds issues. Expert thinking prioritizes what matters. Always ask: "What would an attacker do with this?"
When to Use
This skill is applicable to execute the workflow or actions described in the overview.
Limitations
The bundled scanner uses regex heuristics, not dataflow/reachability analysis; matches require manual validation and absence of matches is not a security verdict. It omits Git history, binaries and skipped directories. Network dependency audit is opt-in with --allow-network and sends dependency metadata to the configured registry. Read/tool errors mean incomplete coverage; do not treat them as a pass.
Use this skill only when the task clearly matches the scope described above.
Do not treat the output as a substitute for environment-specific validation, testing, or expert review.
Stop and ask for clarification if required inputs, permissions, safety boundaries, or success criteria are missing.