Amortize the LLM call, run the rest as shell

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When a workflow runs frequently but changes slowly, split it into two steps: one expensive LLM call that synthesizes context into a config file, then many cheap deterministic runs that just read that config. 7 LLM call every 2 days (mostly returning empty results) to one daily LLM synthesis that writes a JSON topic…

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