What problem does it solve? Chinese novel projects managed through Auctra often stop at generating a single candidate draft, leaving review findings, user feedback, and repeated defects untracked. This Skill closes the loop by turning review results, chapter defects, context packs, and ledger deltas into an actionable revision queue, rule proposals, and a next-run optimization handoff. ## Core Features & Use Cases - Defect Attribution and Register: Classifies every issue into dimensions like context_missing, continuity_drift, style_ai_taste, or hook_pacing, each with evidence, reader impact, minimal fix, and owner skill. - Prioritized Revision Queue: Orders tasks by blocking, continuity, style, and deferred status so reader promises and chapter-end hooks are fixed before local polish. - Repeated-Issue Rule Proposals: Tracks recurring problems and proposes rule updates only after a threshold of three occurrences, always requiring user confirmation. - Auctra-Safe Handoff: Suggests real Auctra CLI commands for review actions and material storage without hand-writing structured state under .auctra/. - Use Case: After a chapter candidate is rejected for weak hooks and character state drift, run this Skill to produce a defect register, a revision queue, a next-context patch, and the exact Auctra commands to record the outcome. ## Quick Start Use the Auctra novel optimization loop to analyze this chapter's review report and user feedback, then produce a defect register, revision queue, and next-run context patch.
