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Zhong-Ze-Wei

@zhong-ze-wei source repo

1 published skill

  1. Aptum · zhong-ze-wei bundle
    Use when audience, downstream action, context transfer, or evidence boundaries materially change what information should be selected or stated: cross-role or cross-team communication, handoffs to the next engineer or Agent session, summaries where simplization could drop facts, risks, states, or boundaries, and explicit reader-adaptation requests. Works as a silent pre-delivery audit on top of the model's native answer, not as a writing SOP; ordinary answers with no real reader/context gap do not trigger it. Aptum preserves truth and does not replace domain reasoning or source verification.
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