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## Why Short continuation prompts such as `continue` do not contain enough context for skill selection on their own. ## What changed - Add the `task_context_fusion_v1` shadow selector, combining the current request with up to two prior substantive requests and recently relevant skills. - Record explicit skill intent and successful skill invocations for future turns, while excluding same-turn observations from predictions. - Bound retained requests, augmented queries, and skill history, including safe truncation at UTF-8 character boundaries. ## Testing Add unit and extension tests for continuation prompts, explicit intent, turn isolation, cold thread state, bounded history, and unchanged control selectors. GitOrigin-RevId: 72eca3f0d64620a0d24e95d5675f126ac982f8c7