Thread Callback Bridge Generator Framework

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Generate natural callback lines that connect episodes cleanly. Improves continuity, recall, and perceived depth across serialized threads. Built to produce implementation-ready outputs with explicit priorities, constraints, and measurable checkpoints. Improves conversion clarity with explicit constraints, prioritized actions, and measurable execution checkpoints.