risk-profile

Probability × Impact scoring quantifies implementation risks by multiplying likelihood (1-9) by potential impact (1-9) across six categories: Technical, Security, Performance, Data, Business, and Operational. This produces a composite risk profile with numerical scores that guide mitigation prioritization and test planning.

Risk assessments apply across three phases: pre-implementation to identify and mitigate risks before work begins, during development to catch emerging issues, and post-implementation to validate mitigations and inform future iterations. Running assessments at all three stages yields the most complete risk profile.

High Probability × Impact scores map directly to P0, P1, and P2 test priorities—P0 tests cover critical risks, P1 addresses significant risks, and P2 handles lower-priority concerns. This alignment ensures testing effort focuses on the highest-impact failure modes and defines pass/fail thresholds for release.

A risk profile delivers risk counts by category, highest risk scores, quality gate recommendations, and a structured set of P0/P1/P2 tests paired with specific mitigations. This output feeds directly into development planning and test strategy.

Yes. The Skill generates mitigation plans for high-risk items identified in each category, documenting the specific actions and controls needed to reduce Probability or Impact. Mitigations are tied to corresponding test scenarios for validation.

Risk assessments span six domains: Technical, Security, Performance, Data, Business, and Operational. This breadth ensures you identify failure modes across infrastructure, compliance, system behavior, data integrity, commercial impact, and deployment concerns.