analysis-design

Create structured analysis design documents by using an interactive interview to capture hypothesis details, methodology, and metrics, then storing them in a standardized YAML format via Insight Blueprint MCP tools.

Hypothesis-driven analysis design is a structured planning method for exploratory data analysis. You need it when formalizing research hypotheses to prevent disorganized workflows and missed insights during data investigation.

Map a framing brief by automatically extracting information from a prior analysis-framing step to pre-populate design fields, ensuring continuity and reducing manual data entry when creating new analysis designs.

Yes, the skill integrates with Insight Blueprint MCP by calling list_analysis_designs, create_analysis_design, and update_analysis_design functions to store and manage designs with strict schema validation.

Generate concrete code patterns for data sources through methodology enrichment during the design creation process, improving downstream notebook generation and ensuring immediate code readiness for review.

YAML format analysis design documents require strict schema validation adherence. Limitations include dependency on Insight Blueprint MCP functions for creation and updates, and the need for a prior analysis-framing step for optimal field pre-population.