Problem Statement
Stage: Orientation and Guardrails
An AI agent proposes operations with very different risk levels.
Deliverable
A line-by-line permission decision.
Input and output contract
Read operation:target lines; mark read, search, and test as auto, and all other operations as approval.
Acceptance criteria
- Preserve target text.
- Use auto only for read-only or test actions.
- Require approval for unknown actions.
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.