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Module questions

VC-01 · Product Intent and Acceptance

Module VC-01VIBECODE

Prioritize User Needs

VIBECODE • Vibe Coding: AI-First Software Delivery

Browser-only practice

Problem Statement

Stage: Product Intent and Acceptance

Research notes list user needs with different frequencies.

Deliverable

A frequency-ranked persona list.

Input and output contract

Read role|need|frequency records and sort by descending frequency, then role.

Acceptance criteria

  1. Parse integer frequency.
  2. Use stable alphabetical tie-breaking.
  3. Print role: need (frequency).

Suggested vibe loop

Read AGENTS.md, connect your Ollama or OpenAI-compatible provider in the browser, and ask the agent to restate the contract and make one small verifiable change. Watch edits stream into app.py while the editor is locked, then review the result and run the visible example. Keep the checkpoint when the evidence is correct or use Undo to restore it. The browser-client agent does not require an administrator gateway or API key.

Constraints

Use Python 3 standard library only. Read and follow AGENTS.md, keep main.py as the entry point, and implement solve(raw) in app.py.

Sample Testcases

Submit runs every public testcase in this browser. Results and code never leave this device.

Sample #1
Public sample
Input
student|resume work|8
teacher|review progress|5
admin|audit access|5
Output
student: resume work (8)
admin: audit access (5)
teacher: review progress (5)
Explanation
Ranks and tie-breaks needs.

Web terminal

C, C++, Java, and Python run locally in a browser VM. No worker or visualizer is used.

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