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The jira-mapper skill provides a seamless bridge between SpecWeave's autonomous development framework and JIRA project management. It automates the tedious process of manual ticket creation by exporting SpecWeave increments directly into structured JIRA hierarchies—including Epics, Stories, and Subtasks—with full traceability. Beyond initial export, it supports importing existing JIRA tickets into local development specs and maintains bidirectional synchronization, ensuring that task statuses and technical requirements stay aligned across both platforms without manual data entry.