What problem does it solve? Long-form fiction production involves many sequential stages—writing, reviewing, rewriting, and delivering—that are fragile when run as one-off prompts: interrupted runs lose progress, rework targets the wrong versions, and completed work gets silently redone. This Skill chains the stages into a single resumable pipeline with checkpointed state, so a full book workflow can run unattended and resume from the exact breakpoint after interruption. ## Core Features & Use Cases - Stage Orchestration: Runs cocreate (optional interactive clarification), write, review, rewrite, and deliver stages in order, with customizable subsets via --stages. - Breakpoint Recovery: Persists stage completion and evidence in output/novel/meta/pipeline.json; rerunning the same command skips verified completed stages and resumes from the failure point, with --restart for a clean rerun. - Evidence-Based Completion: A stage is only marked complete after its artifacts pass verification (chapter files, review reports, rewrite backups, delivery logs), preventing false progress after crashes or deleted outputs. - Use Case: Run novel-studio --pipeline --prompt "写一本东方玄幻长篇" to produce a full novel end-to-end; if the process is interrupted mid-review, rerun the identical command and it continues from the unfinished review chapters. ## Quick Start Ask the AI to run the full novel pipeline with a writing prompt such as "run the novel-pipeline to write, review, rewrite, and deliver a fantasy novel starting from a border-town protagonist" and let it resume automatically if interrupted.
