checkpoint-resume

To resume a long-running pipeline after an interruption, this system saves the task state at each completed phase. You can restart the session and automatically pick up execution from the last saved checkpoint without losing progress.

Checkpoint/resume for multi-phase task management is a pipeline orchestration technique that saves progress after each phase. It ensures complex tasks spanning commits and large file changes can be paused and resumed seamlessly.

To protect pipeline orchestration from rate limit hits, the system provides rate limit resilience by saving task state after every phase. This minimizes progress loss and allows the pipeline to resume once limits reset.

Yes, managing long-running task sessions requires Bash, Read, Write, Edit, Grep, and Glob capabilities, along with task tracking functions. These dependencies enable the system to execute scripts and maintain checkpoint files.

To start a new pipeline for multi-phase task orchestration, run the initialization script via Bash. You execute `scripts/init-pipeline.sh <branch>` and follow the on-screen instructions to set up the session.

You should use checkpoint session management for complex tasks spanning multiple phases like commits and GitHub issues. It is necessary when tasks are long-running and susceptible to interruptions or rate limits.