Efficiency Layer Pilot Checklist

Reference documentation for Efficiency Layer Pilot Checklist in Adaptive Skills.

Use this checklist at the end of an Efficiency Layer pilot.

Fit

• The pilot stayed in one bounded lane or a very small set of recurring task shapes.
• The trio was used because there was real pain, not because it was new.
• The team could explain when each skill should be used.

Operational value

• At least one task was kept smaller because of task-chunking.
• At least one round ended with a clearer stop-or-continue decision because of checkpoint-review.
• At least one handoff or restart became easier because of handoff-summary.

Boundary quality

• AletheIA-level macro review did not leak into the efficiency skills.
• Efficiency skills did not replace feature planning or workflow when those were primary.
• The pilot did not become a broad process mandate.

Follow-up quality

• The team can say whether the trio should stay, adjust, or stop.
• At least one useful example or note for future refinement was identified.
• The next step is explicit: continue with trio, refine one skill, or hold.