Debug a Dippy issue based on user-provided context.

The user will provide:

• The command that was incorrectly approved or blocked

• Expected vs actual behavior

• Any relevant error messages or logs

Process

• Understand the bug from the provided context

• Search the codebase to find the relevant handler or pattern

• Write a failing test FIRST in the appropriate test file

• Run just test and verify the test fails as expected

• Fix the bug in the handler or pattern

• Run just test until the test passes

Finish

When tests pass:

uv run ruff check --fix && uv run ruff format

just check MUST pass before you're done.

Restrictions

• ONLY modify files directly related to the bug

• Make minimal, targeted fixes

• Do NOT refactor or "improve" unrelated code

• Do NOT create a git commit or PR