model-exploration

# Instructions ## Scope: The Model, Not The Data This skill discovers and verifies the **model**. It does not answer questions about the **data**. When the goal is to understand, explain, or investigate something in the data — "how does this customer use the system", "why did revenue drop", "what drives churn", or anything that becomes a report — use the **query** skill's deep analysis (`initiate_analysis` + `monitor_analysis`). Honeydew's analysis engine plans and runs the multi-step investigation itself; hand it the question rather than decomposing it into structured queries yourself. This holds even when already mid-exploration and the field names are known. Hand it the goal, not a plan built from what exploration just found. The fields you discovered here are a subset of the context the analyst has, and a question that prescribes the exact dimensions and steps suppresses the rest of it — see **Asking the Question** in the `query` skill. `get_data_from_fields` in this skill is for spot-checks: confirm a field's values, verify a count, sample rows. Exact numbers from a spot-check are not an analysis — running a third structured query to assemble an answer is the signal to escalate to deep analysis. ## When To Use This Skill Before ANY Honeydew work, set up your session and discover the model: **Step 0: Set workspace and branch** Use `get_session_workspace_and_branch` to check the current session context. If no workspace/branch is set, use `list_workspaces`, `list_wo...