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For reviewers: explore the recommendation rules
Interactive learner-guidance demo

Try a starting point.
See what comes next.

Explore a fictional profile and adjust its goals and learning signals. Demo changes stay in this page, separate from your saved learning record.

Choose an example

Starting fresh · Goal: Stabilize my money. Fictional example.

Suggested task for this exampleMethodology

Build the one-month money map

Suggested focus · Money system

  1. 01

    Money system is a useful next focus based on your practice and completed work.

  2. 02

    This supports your goal: Stabilize my money.

  3. 03

    The suggestion considers your practice checks, finished lessons, project work, and confidence.

What informed this suggestion

Practice-check score: 25% (example input)

Lesson checks: simulated in this demonstration

Guided work complete: 0%

Project evidence: not yet submitted

Self-reported confidence: 2/5

What to practice or make

Submit a balanced money map that includes bill timing, irregular expenses, and one feasible decision.

A reviewer can help assess your work where support is available.
What this unlocksA stable payday system and safer credit decisions
How to interpret this suggestion

No reviewed project is available in this domain, so the recommendation relies more heavily on scenarios, confidence, and activity records.

What could change this suggestion?
  • A reviewed project rated 3/4 or higher in money system could move the route from practice to maintenance.
  • Completing the linked guided work could reduce the lesson gap from 100% to zero.
  • A facilitator can override the route when context or access needs make another assignment more appropriate.
Continue the fixed eight-week route
For reviewers: scoring details and prerequisites
Readiness map

Six domains. Visible prerequisites.

These prototype readiness signals illustrate how the recommendation rules respond to example inputs.

Money system13

Knowledge, practice, or confidence signals show an early prerequisite gap.

Prerequisites met in this example
Credit13

Knowledge, practice, or confidence signals show an early prerequisite gap.

Waits on: Money system
Career readiness13

Knowledge, practice, or confidence signals show an early prerequisite gap.

Prerequisites met in this example
Income building13

Knowledge, practice, or confidence signals show an early prerequisite gap.

Waits on: Money system, Career readiness
Responsible AI13

Knowledge, practice, or confidence signals show an early prerequisite gap.

Waits on: Career readiness
Spreadsheet fluency13

Knowledge, practice, or confidence signals show an early prerequisite gap.

Waits on: Career readiness

Read the methodology · Evaluation and review process

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