smart-data-analysis

Routing enterprise data analysis requests involves directing user questions to specialized sub-skills like smart-search-tables and smart-ask-data. This Skill automates that routing process while enforcing environment checks and knowledge network validations to maintain traceability.

Workflow automation for auditable data analysis is the process of orchestrating sub-skills under strict gatekeeping to produce verifiable evidence packages. It enforces environment checks, validates knowledge networks, and reports stepwise progress to ensure compliant outcomes.

Generating structured evidence packages for compliance reporting is a core function of this Skill. It orchestrates data analysis workflows across sub-skills and produces verifiable, structured evidence packages that feed standard reports and governance reviews directly.

Smart-data-analysis works with sub-skills including smart-reporting and smart-json2plot to assemble complete data task workflows. It coordinates routing to these components to produce structured evidence packages and orchestrate follow-on reporting and visualization steps.

Limitations of automating data analysis routing include strict dependencies on environment checks and knowledge network validations. The Skill enforces these gatekeeping measures stepwise, meaning workflows halt if required validations fail or sub-skill prerequisites are unmet.