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[KM-624] Implement Compute Functions Tools
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"""Analytics & utility tools (KM-608).
Each tool is a deterministic computation (no LLM, no SQL generation) invoked by
the Planner/TaskRunner. The compute layer (calculation logic) lives in per-family
submodules (e.g. `analytics`); the wrapper layer (ToolSpec + ToolOutput +
registry) is added once the Planner seam is settled.
"""