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Compile one durable loop-graph run into executor, ledger, directives, ops, and supervisor artifacts under a dated `.longgraph` directory, then present copy-ready host prompts. Use directly for a custom multi-round shape with gated milestones, independent audit, cross-host execution, or durable state; focused sibling packs handle code convergence, requirement delivery, and evidence-led research. Existing runtime nodes are self-contained.