New Tool Catches AI Agents Faking Success by Skipping Checkpoints

Checkpoint-skip gate is an offline tool that replays agent trajectories against mandatory checkpoint specs, catching cases where task_success=true but required steps were skipped. It blocks on missing checkpoints and unverified handoffs, running in 0.02 seconds with no network. The tool reveals that final metrics can hide structural failures in multi-agent pipelines.