Update to HORIZON SHIELD

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  "created_at": "2026-06-23T03:36:43.394477Z",
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    "description": "Checks whether a Japanese construction or renovation estimate is fair. Give it a work type and a quoted price in JPY and it returns the typical range, a verdict (ok, watch, alert, or ambiguous when candidates disagree), known overcharge and high-pressure sales tactics in the wording, and contractors in Japan that passed the same independent check. Every fair-price verdict carries a SHA-256 hash anyone can recompute, and price ranges come with the source row ids and formula. Built on JCCDB, an open construction-cost dataset (v5.1, 526,128 records, CC BY 4.0). Two tools append a public ledger record; the rest read.",
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      "default_prompt": "Is 1.2 million yen fair for exterior wall painting on a 30 tsubo house in Kanagawa?",
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        "Is 1.2 million yen fair for exterior wall painting on a 30 tsubo house in Kanagawa?",
        "この見積もりの「一式」と「本日限りの値引き」は大丈夫？",
        "Find a verified roofing contractor in Hiratsuka."
      ],
      "developer_name": "The HORIZONs Co., Ltd.",
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      "long_description": "HORIZON SHIELD checks whether a Japanese construction or renovation estimate is fair. Give it a work type and a quoted price in JPY and it returns the typical price range, a verdict on the quote (ok, watch or alert, or ambiguous when candidates disagree), known overcharge and high-pressure sales tactics in the wording of an estimate or sales pitch, and contractors in Japan that passed the same independent check.\n\nEvery fair-price verdict carries a SHA-256 hash that anyone can recompute, and price ranges come with the source row ids and the formula. The ranges are built on JCCDB, an open construction-cost dataset (v5.1, 526,128 records, CC BY 4.0) curated by Toshikatsu Oga from thirty years of site experience.\n\nIntended for homeowners and the people helping them read a quote. Limits: fair-price verdicts cover Japan only, in JPY; work names match best in Japanese; a verdict is a reference range for the homeowner to act on and does not declare a contractor dishonest. Two tools (verify_fair_price and create_ap2_fairness_attestation) append a record to a public ledger; every other tool only reads. Detailed public cost data for Japan and the U.S. is served by a separate server, HORIZON SHIELD Construction Cost Data.",
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      "short_description": "Check Japan reform estimates",
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        "description": "Audit whether a Japanese construction or renovation estimate is fair. Use when the user shares a construction or renovation quote, asks whether a price for work like exterior painting (外壁塗装), roof work, a bathroom remodel or a water heater is reasonable, asks 相場 / 適正価格 / この見積もりは高いか, wants overcharge red flags checked in an estimate or sales pitch, wants an independently verifiable fair-price receipt, or asks who to hire in Japan.",
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