Problem Statement
Stage: Git, Diffs, and Code Review
Generated changes span behavior, tests, and documentation.
Deliverable
Files grouped into alphabetized commit scopes.
Input and output contract
Read scope|file records; print scope: sorted unique files, ordered by scope.
Acceptance criteria
- Deduplicate files.
- Sort scopes and files.
- Ignore malformed records.
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.