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Product Usage Simulator

Simulation · Orchestrator · Claude Sonnet

Heartbeat: On-demand

Simulate 10,000 sessions to find where users rage-quit.

WHAT IT DOES

Synthetic user testing at scale. Generates user personas across your segments, then simulates their journey through your product flow. Each synthetic user has goals, patience thresholds, tech literacy levels, and context (mobile vs desktop, time of day, intent). Simulates click paths, hesitations, confusion points, rage-clicks, and drop-offs. Outputs funnel analysis with friction scores per step, segment-level completion rates, and specific UX recommendations — without needing a single real user session.

WORKFLOW

  1. Model user segments (goals, patience, literacy, context)
  2. Generate session flows per segment
  3. Simulate journeys (click, hesitate, retry, abandon)
  4. Score friction per step
  5. Compare segments
  6. Identify drop-off patterns
  7. Recommend UX fixes

SKILLS

sim-preworksim-observationsim-synthesissim-postworkux-referencedashboard-consolidation

INTEGRATIONS

Sub-Agent Spawner
Memory
Filesystem
Analytics API
Browser
Google Sheets
Slack
Role
Orchestrator
Model
Claude Sonnet
Heartbeat
On-demand