reorient

To prevent spec drift during long agentic programming sessions, you can reload the AI agent's methodology contract mid-task. This restores the role, autonomy boundaries, and checkpoint exit criteria to maintain intended discipline.

Your AI agent loses task context after context compaction because the working thread becomes unclear. You can resolve the methodology root and reload the discipline contract to restore the current task pointer and orientation.

The best way to restore an AI agent's role mid-run without generating artifacts is to run a mid-task orientation that outputs only the orientation block, ensuring no handoff occurs while verifying checkpoint progress.

Yes, you can enforce deterministic guardrails for spec-driven development after feature re-entry by reloading the discipline contract in a defined order. This surfaces non-negotiable verification steps to stop role and action drift.

To validate checkpoint exit criteria for ATDD when the working thread is unclear, run progress and handoff validation checks after reloading the discipline contract. This ensures the agent follows the correct methodology boundaries.