state-management

To manage project state across multiple development phases, you can read and write updates to a state.json file, ensuring consistent state validation and accurate phase tracking throughout your project lifecycle.

Resume re-validation works by reading the last known good state from your state.json file and re-validating the project schema, allowing you to accurately resume project execution from the exact increment where the previous session stopped.

Yes, you need Python to handle JSON state validation because the state-management process requires Python capabilities to parse, read, and write structured JSON data back into the state.json file accurately.

The best way to update project state after a task completion loop is to write the execution results directly back to your state.json file at the end of each loop iteration, maintaining consistent state schema and phase accuracy.

Your project state schema becomes inconsistent across increments if state writing does not occur at the end of each loop iteration, but you can fix this by enforcing state validation and resume re-validation logic through your state.json file.

Yes, you can use this state management approach for validating phase status because it specifically reads and parses the state.json file to determine project phase and increment status while maintaining schema consistency.