rwd-editor-in-chief

This skill orchestrates and synthesizes multi-skill outputs across discovery, gap mapping, evaluation, design, and integration phases. It applies a multi-criteria scoring framework to rank proposals and delivers a consolidated executive-style report for decision-making.

End-to-end RWD planning across therapeutic areas requires an orchestration layer that sequences Phase 1-5 sub-skills and triggers their workflows. This coordinates specialized outputs into a cohesive research plan with sensitivity analysis considerations for health systems.

Yes, this skill supports stakeholder management and decision-support by generating an integrated top-level evaluation with concrete next steps. It coordinates clinical-value and business-value sub-skills to deliver a consistent, structured executive-style report for stakeholders.

Yes, specialized sub-skills are required. This skill acts as an orchestration layer that coordinates outputs from evidence-scout, novelty-gap-mapper, finer-gate, clinical-value, business-value, ehr-advantage-designer, phenotype-lab-spec, and narrative-event-extractor in a defined workflow.

RWD research planning lacks consistency when fragmented outputs are not integrated. This skill reduces fragmentation by applying a multi-criteria scoring framework across discovery, gap mapping, evaluation, design, and integration phases, ensuring a cohesive final report.

Avoid using an orchestration layer for RWD research proposals when your project does not span multiple phases or require multi-skill integration. This skill is designed for complex, end-to-end planning across discovery, gap mapping, evaluation, design, and integration.