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Module VC-05VIBECODE

Cluster User Feedback

VIBECODE • Vibe Coding: AI-First Software Delivery

Browser-only practice

Problem Statement

Stage: Iterate from User Feedback

A prototype has raw feedback that must become an iteration plan.

Deliverable

Category summaries ordered by frequency.

Input and output contract

Read category|feedback lines and print category=count sorted by count descending then category.

Acceptance criteria

  1. Ignore malformed records.
  2. Normalize categories to lowercase.
  3. Use deterministic ordering.

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
navigation|hard to find lessons
performance|slow load
navigation|back button unclear
Output
navigation=2
performance=1
Explanation
Finds the dominant theme.

Web terminal

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

Saved in this browser
Editor settings