Pulse Agent — Synthetic Student Journey Simulator
CommunityValidate progression with synthetic students
Education & Research#adaptive-learning#education-research#leapfrog#pulse-engine#synthetic-students#irt#gate-progression
Authoraurenz-max
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Synthetic educational journeys testing engine to validate mastery progression, gating, and unlock propagation without live students or browsers.
Core Features & Use Cases
- In-memory simulation of synthetic student profiles against the Pulse adaptive loop to verify θ/σ progression, gate advancement, and leapfrog propagation.
- Deterministic testing with profiles and scenarios to ensure reproducible results across changes to the engine or curriculum.
- Validation workflows that generate reports and provide actionable insights for frontend display, curriculum decisions, and algorithm tuning.
Quick Start
Run the Pulse Agent to execute synthetic profiles against the adaptive loop.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: Pulse Agent — Synthetic Student Journey Simulator Download link: https://github.com/aurenz-max/mountamo-tutor/archive/main.zip#pulse-agent-synthetic-student-journey-simulator Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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