What problem does it solve? Operating a validated GxP system like MasterControl is risky because nearly every meaningful write is a routed, e-signed act on an immutable audit trail, and mistakes like a wrong complaint reportability call or a premature batch release cannot be undone. This Skill gives an AI agent the judgment to classify each MasterControl action and pause consequential ones for human approval. ## Core Features & Use Cases - Action classification matrix: Maps MasterControl operation families (route advances, e-signatures, dispositions, document releases, batch releases, config changes) to read, reversible write, committing write, and destructive gates. - GxP domain model: Covers quality events (deviations, CAPA, complaints, change control, audits), document control with Released vs Effective states, the training cascade, and Manufacturing Excellence electronic batch records with review by exception. - Recovery and edge-state guidance: Provides correct-forward recovery patterns, reclassification rules, and seam handling toward LIMS and ERP systems. - Use Case: When asked to release a batch in MasterControl, the agent checks for open exceptions and missing signatures, treats the release as a destructive action, and requires a named approver before executing. ## Quick Start Ask the agent to classify and safely execute a MasterControl action such as advancing a change control route or releasing a controlled SOP.
