playbook-dev

Create a new analysis playbook with guided wizard

Validates playbook structure, completeness, and quality. Triggers proactively when user completes a stage, says "validate", or finishes major sections.

This skill should be used when the user asks to "design Stage 2", "create clustering analysis", "define aggregation axes", "build cohort analysis", "design cross-cluster synthesis", or needs to author the pattern identification stage.

This skill should be used when the user asks to "document system architecture", "describe domain structure", "map system components", "create architecture reference", or needs to document the domain system being analyzed by the playbook.

This skill should be used when the user asks to "build attribution framework", "establish causal attribution", "design change impact analysis", "create attribution chains", "trace cause to effect", or needs to establish causal links between changes and outcomes in playbook analysis.

This skill should be used when the user asks to "design cross-stage enrichment", "create bi-directional updates", "enrich earlier outputs", "link later findings to earlier analysis", "update Stage 1 from Stage 3", or needs patterns for later stages to enrich earlier stage outputs.

This skill should be used when the user asks to "define clustering strategy", "create multi-axis clustering", "design cohort segmentation", "build clustering dimensions", "group items by multiple factors", or needs to design how items should be grouped across multiple dimensions.