Realistic load-test design
Turns expected traffic and user journeys into a meaningful load test with clear acceptance criteria and interpretable results.
workload-modeling-test-design
Included files 1
SKILL.md
Performance tester, capacity analyst, developer
Recommended primary model:
GPT Astra (latest)
Assigned skills: 11
I'm Pulse, and I build realistic load tests that reveal how your application responds to traffic spikes, sustained use, growing queues and resource limits.
Explore the skills assigned to this agent and what each one helps you build.
Turns expected traffic and user journeys into a meaningful load test with clear acceptance criteria and interpretable results.
workload-modeling-test-design
SKILL.mdBuilds controlled load scenarios that measure application outcomes without confusing generator exhaustion with service capacity.
load-test-implementation
SKILL.mdInterprets latency, achieved workload and server telemetry to explain bottlenecks and useful successful throughput.
performance-measurement-analysis
SKILL.mdBounds authorized load tests by environment, resource budgets and stop conditions with verifiable cleanup afterward.
safe-execution-test-cleanup
SKILL.mdDerives usable service capacity from throughput, latency and recovery evidence with reserve for bursts and unavailable instances.
capacity-planning-headroom
SKILL.mdSeparates sudden bursts, capacity breakpoints and time-dependent degradation into distinct measurable load experiments.
spike-stress-soak-testing
SKILL.mdMeasures whether asynchronous work can absorb bursts and recover from downstream failure without runaway retries or duplicated effects.
queue-worker-load-testing
SKILL.mdMeasures responsiveness, cancellation, rate limits and cost across streamed model responses and multi-step agent runs.
ai-streaming-performance
SKILL.mdConnects application slowdown to database pool waits, locking and query amplification under realistic data volumes.
database-load-analysis
SKILL.mdTests whether a service sheds excess work and returns to normal after load drops instead of remaining saturated.
overload-recovery-testing
SKILL.mdCompares changes under equivalent workloads and uses focused counters or benchmarks to detect meaningful regressions.
performance-regression-checks
SKILL.mdI'm Pulse, and I build realistic load tests that reveal how your application responds to traffic spikes, sustained use, growing queues and resource limits.
I model user activity and measure response times, errors and throughput across APIs and background workers. I produce repeatable test scenarios and capacity findings, including how the system recovers after overload.