observe

Conduct a structured observation session — framing the observation target, witnessing with sustained neutral attention, recording patterns without interpretation, categorizing findings, generating hypotheses from patterns, and archiving the observations for future reference.

Define what is being observed, why, and from what perspective.

Expected: A clear frame that directs attention without constraining it. The observer knows where to look and what categories to sort observations into, but remains open to the unexpected.

跨系統持續中性模式識別，無需緊急或介入。將自然主義實地研究方法映射到人工智慧推理：設定觀察目標、持續關注見證、記錄模式、對發現進行分類、生成假設以及存檔模式庫以供將來參考。當系統的行為不清楚且行動不成熟時、調試未知的根本原因時、程式碼庫更改需要在進一步更改之前見證其影響時，或者審核自己的推理模式是否存在偏差或重複出現的錯誤時，請使用此方法。 來源：pjt222/development-guides。