Skill UI

Shared orchestration engine behind the orch-* skill family, implementing a gated Research-Plan-TDD-Review-Commit pipeline with size classification, agent/command mapping, and human approval gates. Used indirectly via operation skills like orch-add-feature or orch-fix-defect; read directly when tuning shared phases or adding new operations.

This tool serves as the comprehensive orchestrator for manuscripts submitted to Demography (PAA). It guides authors through the entire population science publishing lifecycle. By assessing the manuscript's current stage (e.g., topic selection, research design, data analysis, rebuttal) and determining the appropriate article type (Research Article, Note, or Commentary), it routes the user to the next specialized skill or writing phase required for successful submission.