[QA Method] Risk-based test prioritization: risk matrix, severity classification, dynamic reprioritization, test depth allocation.
Scanned 9/20/2026
Install to Claude Code
npx -y skills add VirtoCommerce/vc-mcp-testing-module --skill qa-risk --agent claude-codeInstalls into .claude/skills of the current project.
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---
name: qa-risk
description: "[QA Method] Risk-based test prioritization: risk matrix, severity classification, dynamic reprioritization, test depth allocation."
argument-hint: "feature | sprint | release | VCST-XXXX"
---
# /qa-risk — Risk-Based Test Prioritization
Apply risk-based testing strategy to prioritize test effort where it matters most. Use when planning test coverage for a sprint, release, or individual feature to allocate time based on likelihood and business impact.
## Usage
```
/qa-risk Checkout payment flow
/qa-risk sprint 42 release
/qa-risk VCST-5678 — assess risk for configurable products
/qa-risk release 3.8 — full release risk assessment
```
## Execution
1. **Read the risk framework:** Load `risk-prioritization-framework.md` from this skill folder for the full 5x5 matrix, severity/priority definitions, and allocation tables.
2. **Identify the scope:**
- If a JIRA ticket: fetch details, identify affected module(s) and user flows
- If a sprint: list all tickets/features in scope
- If a release: identify all changed modules, new features, and dependency updates
3. **Assess risk for each item:**
- Score Likelihood (1-5) based on: change complexity, code maturity, historical defect rate
- Score Impact (1-5) based on: revenue effect, user base size, data integrity, security exposure
- Calculate Risk Score = Likelihood x Impact
- Classify: Low (1-4), Medium (5-9), High (10-15), Critical (16-25)
4. **Map to product risk categories:**
- Revenue: checkout, payment, cart, pricing
- Data Integrity: orders, inventory, customer data, import/export
- Security: authentication, authorization, PCI, input validation
- User Experience: navigation, search, catalog, responsive
- Platform Stability: APIs, background jobs, integrations, infrastructure
5. **Allocate test depth:**
- Critical (16-25): Full regression + exploratory, 40% of time budget
- High (10-15): Critical paths + key scenarios, 30% of time budget
- Medium (5-9): Smoke + targeted checks, 20% of time budget
- Low (1-4): Visual check or skip, 10% of time budget
6. **Output risk register:**
- Table: Feature | Risk Category | Likelihood | Impact | Score | Level | Test Depth | Assigned Suite
- Highlight any items above the risk appetite threshold
- Recommend test suite selection (smoke/critical/sprint/full)
7. **Check for dynamic triggers:**
- Production bug in same area → escalate risk level
- Hotfix deployed → re-assess affected modules
- Module dependency update → check downstream impact
- Infrastructure change → platform stability risk increase
## Integration with Other Skills
- Use `/qa-test-design` to apply appropriate techniques based on risk level
- Critical risk items should get decision tables + state transitions
- Use `/qa-metrics` to validate that risk coverage targets are met
- Use `/qa-sbtm` for exploratory sessions on high-risk areas
## Rules
- Revenue-critical flows (checkout, payment) start at minimum Medium risk regardless of change size
- Never skip testing a Critical risk item — escalate if time is insufficient
- Risk assessment must be documented before test execution begins
- Re-assess risk when scope changes mid-sprint
- A "no changes" module still has residual risk from platform updates — minimum Low
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