I settled on a similar workflow but across two agents instead of one session.

One agent writes task specs. The other implements them. Handoff files bridge the gap. The spec IS the session artifact because it captures intent, scope, and constraints before any code gets written.

The plan.md approach people are describing here is basically what happens naturally when you force yourself to write intent before execution.