Checkpoint Mode Skill

Overview

Implements selective autonomy - shorter bursts of autonomous work with feedback loops.

Research Source: "Use Agents or Be Left Behind" by Tim Dettmers

Philosophy

"More than 90% of code should be written by agents, but iteratively design systems with shorter bursts of autonomy with feedback loops." — Tim Dettmers, 2026

Problem with Perpetual Autonomy:

• Can waste resources on wrong approach
• No opportunity for course correction
• User feels disconnected from progress