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Decision case filing: turn a domain you will track for a long time — a private-domain business, an account matrix, a product switch, or a model change — into a local four-layer knowledge engineering project: facts, patterns, snapshots, and open questions, with source labels, write-once snapshots, result backfill, and patterns you can distill yourself. Use when the user says 'I need to track this decision', 'open a case', 'the result came in, backfill it', 'give me a status snapshot', 'the recent changes are...'. Trigger: /xy-casefile, /决策立案, /结果回填, /状态画像｜Xiaoye Production