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deep-analyzer

Optional modelling stage: regression, mixed effects, clustering, dimensionality reduction, forecasting. Only runs when the design supports it; every model carries diagnostics.

skills/deep-analyzer/SKILL.md

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# deep-analyzer

**Stage 2d of the data-master pipeline.** The router in `../../SKILL.md` owns the
end-to-end run; this skill owns one stage and one gate. Read the parent contract before
changing anything here: the invariants in `../../SKILL.md` (additive-only, types decided
once, default-FAIL gates, three-part provenance) are not restated, they are inherited.

## When to invoke

Only when the user asks for a model, or when a stated question cannot be answered
by a group comparison. Never the default: a model adds assumptions that must be
defended.

## Inputs