Performance & SLO/SRE Planner

Turn vague "it should be fast and reliable" expectations into measurable SLIs, SLOs, a load model, a test matrix, and a reliability backlog for production readiness. Pairs with Azure Load Testing tooling for execution. This skill plans; it does not run the tests.

When to Use

• Defining service level objectives and error budgets before launch.
• Characterizing load behavior (steady, peak, spike, soak) for a system with "no characterized load."
• Setting latency/throughput budgets and a false-positive/accuracy baseline.
• Producing a reliability/SRE backlog for a production-readiness review.

When Not to Use

• Running the load tests: hand the test matrix to the Azure Load Testing tools.
• Security, RAI, or privacy concerns: use the respective specialist skill.
• Authoring or restating requirements: cite the PRD's existing NFR ids rather than re-deriving targets.
• Redefining user journeys: reference the PRD's existing FR ids rather than inventing flows.

Inputs