日本土地價格評估的白盒AVM技能。每次執行時都會從國土交通省交易數據重新估計特徵價格係數，生成經紀人端的工作表（含完整係數揭露）與客戶端的評估報告（xlsx）。為Signal Yield Advisory的Claude Coworker系列之一。
此技能為日本土地價格評估提供白盒自動估價模型。不同於一般的黑盒模型，本技能在每次執行時都會從國土交通省公開的房地產交易數據中重新估計hedonic特徵價格係數，確保評估結果透明且可追溯。它能夠產生兩類專業文件：一是供不動產經紀人內部使用的詳細工作表，其中包含完整的係數揭露，適合用於分析與論證；二是供客戶端閱讀的正式評估報告（.xlsx格式），以簡潔易懂的方式呈現評估結果。此技能專為Claude Coworker系列設計，可與其他專案管理、數據分析等技能協作，形成完整的不動產評估工作流程。適用於日本不動產市場的專業估價、交易分析與報告生成場景。
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White-box AVM skill for Japanese land price assessment. Re-estimates hedonic coefficients on every run from MLIT transaction data, generating broker-side worksheets (full coefficient disclosure) and client-facing assessment reports (xlsx). Part of the Claude Coworker series by Signal Yield Advisory.
Agent skill repository discovered by 10x-chat research.
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