diff --git a/.env.example b/.env.example
index 88bcfed..a9b6d93 100644
--- a/.env.example
+++ b/.env.example
@@ -6,6 +6,12 @@ SECRET_KEY=
 ADMIN_USERNAME=admin
 ADMIN_PASSWORD=
 
+# Persist the app database in the mounted ./data directory.
+DATABASE_URL=sqlite:////app/data/pipe_survival_0331.db
+
+# Timezone used when displaying UTC timestamps.
+APP_TIMEZONE=Asia/Shanghai
+
 # Default: 16 MiB
 MAX_UPLOAD_BYTES=16777216
 
@@ -14,3 +20,6 @@ MODEL_PATH=/app/my_survival_forest_model_quxi-10-0331.joblib
 
 # Keep public registration closed by default.
 ALLOW_REGISTRATION=false
+
+# Minutes before an admin-generated password reset link expires.
+PASSWORD_RESET_TOKEN_MINUTES=30
diff --git a/app/__init__.py b/app/__init__.py
index 3d8cc8b..271f3bc 100644
--- a/app/__init__.py
+++ b/app/__init__.py
@@ -10,6 +10,7 @@ from .extensions import db, login_manager
 from .models import AppSetting, User
 from .prediction import FEATURES, load_model
 from .security import csrf_token, validate_csrf_token
+from .time_utils import format_datetime_for_timezone
 
 
 def create_app(config_object: type[Config] = Config, *, load_model_on_start: bool = True) -> Flask:
@@ -91,9 +92,13 @@ def register_app_hooks(app: Flask) -> None:
         def now_year() -> int:
             return datetime.now().year
 
+        def format_datetime(value) -> str:
+            return format_datetime_for_timezone(value, app.config["APP_TIMEZONE"])
+
         return {
             "feature_list": FEATURES,
             "now_year": now_year,
+            "format_datetime": format_datetime,
             "csrf_token": csrf_token,
             "allow_registration": AppSetting.get_bool(
                 "allow_registration",
diff --git a/app/config.py b/app/config.py
index 77734d5..6b9d2e8 100644
--- a/app/config.py
+++ b/app/config.py
@@ -43,6 +43,8 @@ class Config:
     ALLOW_REGISTRATION = env_bool("ALLOW_REGISTRATION", False)
     ADMIN_USERNAME = os.environ.get("ADMIN_USERNAME", "admin").strip() or "admin"
     ADMIN_PASSWORD = os.environ.get("ADMIN_PASSWORD")
+    APP_TIMEZONE = os.environ.get("APP_TIMEZONE", "Asia/Shanghai").strip() or "Asia/Shanghai"
+    PASSWORD_RESET_TOKEN_MINUTES = env_int("PASSWORD_RESET_TOKEN_MINUTES", 30)
 
 
 def ensure_dirs() -> None:
diff --git a/app/models.py b/app/models.py
index 8e39957..8a614f9 100644
--- a/app/models.py
+++ b/app/models.py
@@ -24,6 +24,25 @@ class User(UserMixin, db.Model):
         return check_password_hash(self.password_hash, password)
 
 
+class PasswordResetToken(db.Model):
+    __tablename__ = "password_reset_tokens"
+
+    id = db.Column(db.Integer, primary_key=True)
+    user_id = db.Column(db.Integer, db.ForeignKey("users.id"), nullable=False, index=True)
+    created_by_id = db.Column(db.Integer, db.ForeignKey("users.id"), nullable=False)
+    token_hash = db.Column(db.String(64), unique=True, nullable=False, index=True)
+    expires_at = db.Column(db.DateTime, nullable=False)
+    used_at = db.Column(db.DateTime)
+    created_at = db.Column(db.DateTime, default=datetime.utcnow, nullable=False)
+
+    user = db.relationship(
+        "User",
+        foreign_keys=[user_id],
+        backref=db.backref("password_reset_tokens", lazy=True),
+    )
+    created_by = db.relationship("User", foreign_keys=[created_by_id])
+
+
 class UploadRecord(db.Model):
     __tablename__ = "upload_records"
 
diff --git a/app/routes.py b/app/routes.py
index c951411..add9fde 100644
--- a/app/routes.py
+++ b/app/routes.py
@@ -1,7 +1,9 @@
 from __future__ import annotations
 
 import os
-from datetime import datetime
+import hashlib
+import secrets
+from datetime import datetime, timedelta
 
 from flask import (
     Blueprint,
@@ -21,9 +23,10 @@ from sqlalchemy.orm import joinedload
 
 from .config import BASE_DIR
 from .extensions import db
-from .models import AppSetting, UploadRecord, User
+from .models import AppSetting, PasswordResetToken, UploadRecord, User
 from .prediction import PredictionError, run_prediction
 from .security import new_captcha
+from .time_utils import format_datetime_for_timezone
 
 bp = Blueprint("main", __name__)
 REFERENCE_PDF_NAME = "20260630标准文本——供水管道健康状态与剩余寿命评估技术导则.pdf"
@@ -35,10 +38,55 @@ def render_auth_template(mode: str, status_code: int = 200, captcha: str = ""):
     return render_template("login.html", mode=mode, captcha=captcha), status_code
 
 
-def render_login_error(message: str, status_code: int = 400):
-    flash(message, "error")
+def refresh_captcha() -> str:
     session["captcha"] = new_captcha()
-    return render_auth_template("login", status_code, session["captcha"])
+    return session["captcha"]
+
+
+def render_auth_error(mode: str, message: str, status_code: int = 400):
+    flash(message, "error")
+    return render_auth_template(mode, status_code, refresh_captcha())
+
+
+def captcha_is_valid() -> bool:
+    captcha_input = request.form.get("captcha", "").strip().upper()
+    return bool(captcha_input and captcha_input == session.get("captcha", ""))
+
+
+def password_reset_token_hash(token: str) -> str:
+    return hashlib.sha256(token.encode("utf-8")).hexdigest()
+
+
+def password_reset_expiry() -> datetime:
+    minutes = max(int(current_app.config["PASSWORD_RESET_TOKEN_MINUTES"]), 1)
+    return datetime.utcnow() + timedelta(minutes=minutes)
+
+
+def format_app_datetime(value: datetime | None) -> str:
+    return format_datetime_for_timezone(value, current_app.config["APP_TIMEZONE"])
+
+
+def active_password_reset_token(token: str) -> PasswordResetToken | None:
+    reset_token = PasswordResetToken.query.filter_by(
+        token_hash=password_reset_token_hash(token)
+    ).first()
+    if (
+        reset_token is None
+        or reset_token.used_at is not None
+        or reset_token.expires_at <= datetime.utcnow()
+    ):
+        return None
+    return reset_token
+
+
+def render_password_reset_unavailable(status_code: int = 400):
+    flash("重置链接无效或已过期，请联系管理员重新生成。", "error")
+    return render_template(
+        "password_reset.html",
+        reset_token=None,
+        token="",
+        token_available=False,
+    ), status_code
 
 
 def require_admin() -> None:
@@ -71,6 +119,14 @@ def paginated_uploads(query, endpoint: str):
     return pagination, None
 
 
+def password_reset_users():
+    return (
+        User.query.filter(User.is_admin.is_(False))
+        .order_by(User.username.asc(), User.id.asc())
+        .all()
+    )
+
+
 def prediction_result_payload(artifacts, record: UploadRecord) -> dict:
     image_url = url_for("static", filename=f"images/{artifacts.image_filename}")
     importance_url = (
@@ -104,19 +160,16 @@ def login():
         return redirect(url_for("main.home"))
 
     if request.method == "GET":
-        session["captcha"] = new_captcha()
-        return render_auth_template("login", captcha=session["captcha"])
+        return render_auth_template("login", captcha=refresh_captcha())
 
     username = request.form.get("username", "").strip()
     password = request.form.get("password", "")
-    captcha_input = request.form.get("captcha", "").strip().upper()
-
-    if captcha_input != session.get("captcha", ""):
-        return render_login_error("验证码错误")
+    if not captcha_is_valid():
+        return render_auth_error("login", "验证码错误")
 
     user = User.query.filter_by(username=username).first()
     if not user or not user.check_password(password):
-        return render_login_error("用户名或密码错误")
+        return render_auth_error("login", "用户名或密码错误")
 
     login_user(user, remember=bool(request.form.get("remember")))
     return redirect(url_for("main.home"))
@@ -125,32 +178,69 @@ def login():
 @bp.route("/register", methods=["GET", "POST"])
 def register():
     if request.method == "GET":
-        return render_auth_template("register")
-
-    if not registration_allowed():
-        flash("当前未开放自助注册，请联系管理员。", "error")
-        return render_auth_template("register", 403)
+        return render_auth_template("register", captcha=refresh_captcha())
 
     username = request.form.get("username", "").strip()
     password = request.form.get("password", "")
 
+    if not captcha_is_valid():
+        return render_auth_error("register", "验证码错误")
+    if not registration_allowed():
+        return render_auth_error("register", "当前未开放自助注册，请联系管理员。", 403)
+
     if not username:
-        flash("用户名不能为空", "error")
-        return render_auth_template("register", 400)
+        return render_auth_error("register", "用户名不能为空")
     if len(password) < 6:
-        flash("密码至少需要 6 位", "error")
-        return render_auth_template("register", 400)
+        return render_auth_error("register", "密码至少需要 6 位")
     if User.query.filter_by(username=username).first():
-        flash("用户名已存在", "error")
-        return render_auth_template("register", 400)
+        return render_auth_error("register", "用户名已存在")
 
     user = User(username=username, is_admin=False)
     user.set_password(password)
     db.session.add(user)
     db.session.commit()
     flash("注册成功，请登录", "info")
-    session["captcha"] = new_captcha()
-    return render_auth_template("login", captcha=session["captcha"])
+    return render_auth_template("login", captcha=refresh_captcha())
+
+
+@bp.route("/password-reset/<token>", methods=["GET", "POST"])
+def password_reset(token: str):
+    reset_token = active_password_reset_token(token)
+    if reset_token is None:
+        return render_password_reset_unavailable()
+
+    if request.method == "GET":
+        return render_template(
+            "password_reset.html",
+            reset_token=reset_token,
+            token=token,
+            token_available=True,
+        )
+
+    password = request.form.get("password", "")
+    password_confirm = request.form.get("password_confirm", "")
+    if len(password) < 6:
+        flash("密码至少需要 6 位", "error")
+        return render_template(
+            "password_reset.html",
+            reset_token=reset_token,
+            token=token,
+            token_available=True,
+        ), 400
+    if password != password_confirm:
+        flash("两次输入的密码不一致", "error")
+        return render_template(
+            "password_reset.html",
+            reset_token=reset_token,
+            token=token,
+            token_available=True,
+        ), 400
+
+    reset_token.user.set_password(password)
+    reset_token.used_at = datetime.utcnow()
+    db.session.commit()
+    flash("密码已重置，请使用新密码登录", "info")
+    return render_auth_template("login", captcha=refresh_captcha())
 
 
 @bp.route("/logout", methods=["POST"])
@@ -196,6 +286,7 @@ def admin_dashboard():
         "admin.html",
         pagination=pagination,
         records=pagination.items,
+        password_reset_users=password_reset_users(),
         registration_allowed=registration_allowed(),
     )
 
@@ -223,6 +314,43 @@ def update_registration_setting():
     return redirect(url_for("main.admin_dashboard"))
 
 
+@bp.route("/admin/users/<int:user_id>/password-reset-link", methods=["POST"])
+@login_required
+def create_password_reset_link(user_id: int):
+    require_admin()
+
+    user = db.session.get(User, user_id)
+    if user is None:
+        return jsonify({"error": "用户不存在"}), 404
+    if user.is_admin:
+        return jsonify({"error": "管理员账号不支持通过此入口重置密码"}), 403
+
+    now = datetime.utcnow()
+    PasswordResetToken.query.filter_by(user_id=user.id, used_at=None).update(
+        {"used_at": now}
+    )
+
+    token = secrets.token_urlsafe(32)
+    reset_token = PasswordResetToken(
+        user_id=user.id,
+        created_by_id=current_user.id,
+        token_hash=password_reset_token_hash(token),
+        expires_at=password_reset_expiry(),
+    )
+    db.session.add(reset_token)
+    db.session.commit()
+
+    return jsonify(
+        {
+            "message": f"已生成 {user.username} 的密码重置链接",
+            "reset_url": url_for("main.password_reset", token=token, _external=True),
+            "expires_at": format_app_datetime(reset_token.expires_at),
+            "user_id": user.id,
+            "username": user.username,
+        }
+    )
+
+
 @bp.route("/download/<int:record_id>/<file_type>")
 @login_required
 def download_file(record_id: int, file_type: str):
diff --git a/app/time_utils.py b/app/time_utils.py
new file mode 100644
index 0000000..063874e
--- /dev/null
+++ b/app/time_utils.py
@@ -0,0 +1,22 @@
+from __future__ import annotations
+
+from datetime import datetime, timezone
+from zoneinfo import ZoneInfo, ZoneInfoNotFoundError
+
+
+DEFAULT_TIMEZONE = "Asia/Shanghai"
+
+
+def timezone_for_name(name: str | None) -> ZoneInfo:
+    try:
+        return ZoneInfo((name or DEFAULT_TIMEZONE).strip() or DEFAULT_TIMEZONE)
+    except ZoneInfoNotFoundError:
+        return ZoneInfo(DEFAULT_TIMEZONE)
+
+
+def format_datetime_for_timezone(value: datetime | None, timezone_name: str | None) -> str:
+    if value is None:
+        return "-"
+    if value.tzinfo is None:
+        value = value.replace(tzinfo=timezone.utc)
+    return value.astimezone(timezone_for_name(timezone_name)).strftime("%Y-%m-%d %H:%M:%S")
diff --git a/docker-compose.yml b/docker-compose.yml
index e2b9ab3..5a86235 100644
--- a/docker-compose.yml
+++ b/docker-compose.yml
@@ -9,6 +9,8 @@ services:
       SECRET_KEY: ${SECRET_KEY:?Set SECRET_KEY in .env}
       ADMIN_USERNAME: ${ADMIN_USERNAME:-admin}
       ADMIN_PASSWORD: ${ADMIN_PASSWORD:?Set ADMIN_PASSWORD in .env}
+      DATABASE_URL: ${DATABASE_URL:-sqlite:////app/data/pipe_survival_0331.db}
+      APP_TIMEZONE: ${APP_TIMEZONE:-Asia/Shanghai}
       MAX_UPLOAD_BYTES: ${MAX_UPLOAD_BYTES:-16777216}
       MODEL_PATH: ${MODEL_PATH:-/app/my_survival_forest_model_quxi-10-0331.joblib}
       ALLOW_REGISTRATION: ${ALLOW_REGISTRATION:-false}
diff --git a/static/css/app.css b/static/css/app.css
index 78d7976..a0f0a15 100644
--- a/static/css/app.css
+++ b/static/css/app.css
@@ -1,3 +1,3 @@
 @font-face{font-family:Material Symbols Outlined;font-style:normal;font-weight:400;font-display:block;src:url(../fonts/material-symbols-outlined.ttf) format("truetype")}*,:after,:before{--tw-border-spacing-x:0;--tw-border-spacing-y:0;--tw-translate-x:0;--tw-translate-y:0;--tw-rotate:0;--tw-skew-x:0;--tw-skew-y:0;--tw-scale-x:1;--tw-scale-y:1;--tw-pan-x: ;--tw-pan-y: ;--tw-pinch-zoom: ;--tw-scroll-snap-strictness:proximity;--tw-gradient-from-position: ;--tw-gradient-via-position: ;--tw-gradient-to-position: ;--tw-ordinal: ;--tw-slashed-zero: ;--tw-numeric-figure: ;--tw-numeric-spacing: ;--tw-numeric-fraction: ;--tw-ring-inset: ;--tw-ring-offset-width:0px;--tw-ring-offset-color:#fff;--tw-ring-color:rgba(59,130,246,.5);--tw-ring-offset-shadow:0 0 #0000;--tw-ring-shadow:0 0 #0000;--tw-shadow:0 0 #0000;--tw-shadow-colored:0 0 #0000;--tw-blur: ;--tw-brightness: ;--tw-contrast: ;--tw-grayscale: ;--tw-hue-rotate: ;--tw-invert: ;--tw-saturate: ;--tw-sepia: ;--tw-drop-shadow: ;--tw-backdrop-blur: ;--tw-backdrop-brightness: ;--tw-backdrop-contrast: ;--tw-backdrop-grayscale: ;--tw-backdrop-hue-rotate: ;--tw-backdrop-invert: ;--tw-backdrop-opacity: ;--tw-backdrop-saturate: ;--tw-backdrop-sepia: ;--tw-contain-size: ;--tw-contain-layout: ;--tw-contain-paint: ;--tw-contain-style: }::backdrop{--tw-border-spacing-x:0;--tw-border-spacing-y:0;--tw-translate-x:0;--tw-translate-y:0;--tw-rotate:0;--tw-skew-x:0;--tw-skew-y:0;--tw-scale-x:1;--tw-scale-y:1;--tw-pan-x: ;--tw-pan-y: ;--tw-pinch-zoom: ;--tw-scroll-snap-strictness:proximity;--tw-gradient-from-position: ;--tw-gradient-via-position: ;--tw-gradient-to-position: ;--tw-ordinal: ;--tw-slashed-zero: ;--tw-numeric-figure: ;--tw-numeric-spacing: ;--tw-numeric-fraction: ;--tw-ring-inset: ;--tw-ring-offset-width:0px;--tw-ring-offset-color:#fff;--tw-ring-color:rgba(59,130,246,.5);--tw-ring-offset-shadow:0 0 #0000;--tw-ring-shadow:0 0 #0000;--tw-shadow:0 0 #0000;--tw-shadow-colored:0 0 #0000;--tw-blur: ;--tw-brightness: ;--tw-contrast: ;--tw-grayscale: ;--tw-hue-rotate: ;--tw-invert: ;--tw-saturate: ;--tw-sepia: ;--tw-drop-shadow: ;--tw-backdrop-blur: ;--tw-backdrop-brightness: ;--tw-backdrop-contrast: ;--tw-backdrop-grayscale: ;--tw-backdrop-hue-rotate: ;--tw-backdrop-invert: ;--tw-backdrop-opacity: ;--tw-backdrop-saturate: ;--tw-backdrop-sepia: ;--tw-contain-size: ;--tw-contain-layout: ;--tw-contain-paint: ;--tw-contain-style: }
 
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var(--tw-divide-y-reverse)));border-bottom-width:calc(1px*var(--tw-divide-y-reverse))}.divide-line>:not([hidden])~:not([hidden]){--tw-divide-opacity:1;border-color:rgb(226 232 240/var(--tw-divide-opacity,1))}.overflow-auto{overflow:auto}.overflow-hidden{overflow:hidden}.overflow-x-auto{overflow-x:auto}.overflow-y-auto{overflow-y:auto}.truncate{overflow:hidden;text-overflow:ellipsis}.truncate,.whitespace-nowrap{white-space:nowrap}.rounded{border-radius:.25rem}.rounded-full{border-radius:9999px}.rounded-lg{border-radius:.5rem}.rounded-md{border-radius:.375rem}.rounded-xl{border-radius:.75rem}.border{border-width:1px}.border-2{border-width:2px}.border-b{border-bottom-width:1px}.border-b-2{border-bottom-width:2px}.border-t{border-top-width:1px}.border-dashed{border-style:dashed}.border-amber-100{--tw-border-opacity:1;border-color:rgb(254 243 199/var(--tw-border-opacity,1))}.border-blue-100{--tw-border-opacity:1;border-color:rgb(219 234 254/var(--tw-border-opacity,1))}.border-blue-200{--tw-border-opacity:1;border-color:rgb(191 219 254/var(--tw-border-opacity,1))}.border-line{--tw-border-opacity:1;border-color:rgb(226 232 240/var(--tw-border-opacity,1))}.border-orange-100{--tw-border-opacity:1;border-color:rgb(255 237 213/var(--tw-border-opacity,1))}.border-outline{--tw-border-opacity:1;border-color:rgb(199 206 216/var(--tw-border-opacity,1))}.border-primary{--tw-border-opacity:1;border-color:rgb(0 94 184/var(--tw-border-opacity,1))}.border-red-100{--tw-border-opacity:1;border-color:rgb(254 226 226/var(--tw-border-opacity,1))}.border-red-200{--tw-border-opacity:1;border-color:rgb(254 202 202/var(--tw-border-opacity,1))}.border-red-300{--tw-border-opacity:1;border-color:rgb(252 165 165/var(--tw-border-opacity,1))}.border-slate-200{--tw-border-opacity:1;border-color:rgb(226 232 240/var(--tw-border-opacity,1))}.border-slate-300{--tw-border-opacity:1;border-color:rgb(203 213 225/var(--tw-border-opacity,1))}.border-transparent{border-color:transparent}.bg-\[\#eceff3\]{--tw-bg-opacity:1;background-color:rgb(236 239 243/var(--tw-bg-opacity,1))}.bg-amber-50{--tw-bg-opacity:1;background-color:rgb(255 251 235/var(--tw-bg-opacity,1))}.bg-blue-50{--tw-bg-opacity:1;background-color:rgb(239 246 255/var(--tw-bg-opacity,1))}.bg-blueSoft{--tw-bg-opacity:1;background-color:rgb(234 243 255/var(--tw-bg-opacity,1))}.bg-dangerSoft{--tw-bg-opacity:1;background-color:rgb(255 240 240/var(--tw-bg-opacity,1))}.bg-orange-50{--tw-bg-opacity:1;background-color:rgb(255 247 237/var(--tw-bg-opacity,1))}.bg-page{--tw-bg-opacity:1;background-color:rgb(243 245 248/var(--tw-bg-opacity,1))}.bg-primary{--tw-bg-opacity:1;background-color:rgb(0 94 184/var(--tw-bg-opacity,1))}.bg-red-50{--tw-bg-opacity:1;background-color:rgb(254 242 242/var(--tw-bg-opacity,1))}.bg-slate-100{--tw-bg-opacity:1;background-color:rgb(241 245 249/var(--tw-bg-opacity,1))}.bg-slate-50{--tw-bg-opacity:1;background-color:rgb(248 250 252/var(--tw-bg-opacity,1))}.bg-white{--tw-bg-opacity:1;background-color:rgb(255 255 255/var(--tw-bg-opacity,1))}.bg-white\/95{background-color:hsla(0,0%,100%,.95)}.object-contain{-o-object-fit:contain;object-fit:contain}.p-10{padding:2.5rem}.p-3{padding:.75rem}.p-3\.5{padding:.875rem}.p-4{padding:1rem}.p-5{padding:1.25rem}.p-6{padding:1.5rem}.px-0{padding-left:0;padding-right:0}.px-16{padding-left:4rem;padding-right:4rem}.px-2{padding-left:.5rem;padding-right:.5rem}.px-2\.5{padding-left:.625rem;padding-right:.625rem}.px-3{padding-left:.75rem;padding-right:.75rem}.px-4{padding-left:1rem;padding-right:1rem}.px-5{padding-left:1.25rem;padding-right:1.25rem}.px-7{padding-left:1.75rem;padding-right:1.75rem}.py-1{padding-top:.25rem;padding-bottom:.25rem}.py-12{padding-top:3rem;padding-bottom:3rem}.py-14{padding-top:3.5rem;padding-bottom:3.5rem}.py-2{padding-top:.5rem;padding-bottom:.5rem}.py-3{padding-top:.75rem;padding-bottom:.75rem}.py-3\.5{padding-top:.875rem;padding-bottom:.875rem}.py-4{padding-top:1rem;padding-bottom:1rem}.py-6{padding-top:1.5rem;padding-bottom:1.5rem}.py-8{padding-top:2rem;padding-bottom:2rem}.pl-11{padding-left:2.75rem}.pr-1{padding-right:.25rem}.pr-12{padding-right:3rem}.pr-4{padding-right:1rem}.pt-0\.5{padding-top:.125rem}.text-left{text-align:left}.text-center{text-align:center}.text-2xl{font-size:1.5rem;line-height:2rem}.text-3xl{font-size:1.875rem;line-height:2.25rem}.text-4xl{font-size:2.25rem;line-height:2.5rem}.text-5xl{font-size:3rem;line-height:1}.text-\[11px\]{font-size:11px}.text-\[12px\]{font-size:12px}.text-\[13px\]{font-size:13px}.text-\[15px\]{font-size:15px}.text-\[16px\]{font-size:16px}.text-\[18px\]{font-size:18px}.text-\[26px\]{font-size:26px}.text-\[28px\]{font-size:28px}.text-\[32px\]{font-size:32px}.text-\[44px\]{font-size:44px}.text-\[52px\]{font-size:52px}.text-base{font-size:1rem;line-height:1.5rem}.text-lg{font-size:1.125rem;line-height:1.75rem}.text-sm{font-size:.875rem;line-height:1.25rem}.text-xl{font-size:1.25rem;line-height:1.75rem}.text-xs{font-size:.75rem;line-height:1rem}.font-black{font-weight:900}.font-bold{font-weight:700}.font-extrabold{font-weight:800}.font-semibold{font-weight:600}.uppercase{text-transform:uppercase}.italic{font-style:italic}.leading-5{line-height:1.25rem}.leading-6{line-height:1.5rem}.leading-7{line-height:1.75rem}.leading-\[1\.5\]{line-height:1.5}.tracking-\[0\.12em\]{letter-spacing:.12em}.tracking-\[0\.18em\]{letter-spacing:.18em}.tracking-tight{letter-spacing:-.025em}.text-amber-600{--tw-text-opacity:1;color:rgb(217 119 6/var(--tw-text-opacity,1))}.text-blue-600{--tw-text-opacity:1;color:rgb(37 99 235/var(--tw-text-opacity,1))}.text-dangerText{--tw-text-opacity:1;color:rgb(220 38 38/var(--tw-text-opacity,1))}.text-orange-600{--tw-text-opacity:1;color:rgb(234 88 12/var(--tw-text-opacity,1))}.text-primary{--tw-text-opacity:1;color:rgb(0 94 184/var(--tw-text-opacity,1))}.text-slate-400{--tw-text-opacity:1;color:rgb(148 163 184/var(--tw-text-opacity,1))}.text-slate-500{--tw-text-opacity:1;color:rgb(100 116 139/var(--tw-text-opacity,1))}.text-slate-600{--tw-text-opacity:1;color:rgb(71 85 105/var(--tw-text-opacity,1))}.text-successText{--tw-text-opacity:1;color:rgb(22 163 74/var(--tw-text-opacity,1))}.text-textMain{--tw-text-opacity:1;color:rgb(15 23 42/var(--tw-text-opacity,1))}.text-textSub{--tw-text-opacity:1;color:rgb(100 116 139/var(--tw-text-opacity,1))}.text-white{--tw-text-opacity:1;color:rgb(255 255 255/var(--tw-text-opacity,1))}.text-white\/50{color:hsla(0,0%,100%,.5)}.text-white\/75{color:hsla(0,0%,100%,.75)}.antialiased{-webkit-font-smoothing:antialiased;-moz-osx-font-smoothing:grayscale}.opacity-0{opacity:0}.opacity-100{opacity:1}.opacity-50{opacity:.5}.shadow-\[0_18px_45px_rgba\(15\2c 23\2c 42\2c \.16\)\]{--tw-shadow:0 18px 45px rgba(15,23,42,.16);--tw-shadow-colored:0 18px 45px var(--tw-shadow-color)}.shadow-\[0_18px_45px_rgba\(15\2c 23\2c 42\2c \.16\)\],.shadow-panel{box-shadow:var(--tw-ring-offset-shadow,0 0 #0000),var(--tw-ring-shadow,0 0 #0000),var(--tw-shadow)}.shadow-panel{--tw-shadow:0 1px 2px rgba(15,23,42,.04);--tw-shadow-colored:0 1px 2px var(--tw-shadow-color)}.outline{outline-style:solid}.ring-4{--tw-ring-offset-shadow:var(--tw-ring-inset) 0 0 0 var(--tw-ring-offset-width) var(--tw-ring-offset-color);--tw-ring-shadow:var(--tw-ring-inset) 0 0 0 calc(4px + var(--tw-ring-offset-width)) var(--tw-ring-color);box-shadow:var(--tw-ring-offset-shadow),var(--tw-ring-shadow),var(--tw-shadow,0 0 #0000)}.ring-red-100{--tw-ring-opacity:1;--tw-ring-color:rgb(254 226 226/var(--tw-ring-opacity,1))}.backdrop-blur{--tw-backdrop-blur:blur(8px);-webkit-backdrop-filter:var(--tw-backdrop-blur) var(--tw-backdrop-brightness) var(--tw-backdrop-contrast) var(--tw-backdrop-grayscale) var(--tw-backdrop-hue-rotate) var(--tw-backdrop-invert) var(--tw-backdrop-opacity) var(--tw-backdrop-saturate) var(--tw-backdrop-sepia);backdrop-filter:var(--tw-backdrop-blur) var(--tw-backdrop-brightness) var(--tw-backdrop-contrast) var(--tw-backdrop-grayscale) var(--tw-backdrop-hue-rotate) var(--tw-backdrop-invert) var(--tw-backdrop-opacity) var(--tw-backdrop-saturate) var(--tw-backdrop-sepia)}.transition{transition-property:color,background-color,border-color,text-decoration-color,fill,stroke,opacity,box-shadow,transform,filter,-webkit-backdrop-filter;transition-property:color,background-color,border-color,text-decoration-color,fill,stroke,opacity,box-shadow,transform,filter,backdrop-filter;transition-property:color,background-color,border-color,text-decoration-color,fill,stroke,opacity,box-shadow,transform,filter,backdrop-filter,-webkit-backdrop-filter;transition-timing-function:cubic-bezier(.4,0,.2,1);transition-duration:.15s}.transition-all{transition-property:all;transition-timing-function:cubic-bezier(.4,0,.2,1);transition-duration:.15s}.duration-200{transition-duration:.2s}.ease-out{transition-timing-function:cubic-bezier(0,0,.2,1)}@keyframes spin{to{transform:rotate(1turn)}}.hover\:border-primary:hover{--tw-border-opacity:1;border-color:rgb(0 94 184/var(--tw-border-opacity,1))}.hover\:bg-blue-50\/50:hover{background-color:rgba(239,246,255,.5)}.hover\:bg-slate-100:hover{--tw-bg-opacity:1;background-color:rgb(241 245 249/var(--tw-bg-opacity,1))}.hover\:bg-slate-50:hover{--tw-bg-opacity:1;background-color:rgb(248 250 252/var(--tw-bg-opacity,1))}.hover\:text-primary:hover{--tw-text-opacity:1;color:rgb(0 94 184/var(--tw-text-opacity,1))}.hover\:text-primaryDeep:hover{--tw-text-opacity:1;color:rgb(12 65 136/var(--tw-text-opacity,1))}.hover\:text-slate-700:hover{--tw-text-opacity:1;color:rgb(51 65 85/var(--tw-text-opacity,1))}.focus\:border-primary:focus{--tw-border-opacity:1;border-color:rgb(0 94 184/var(--tw-border-opacity,1))}.focus\:ring-0:focus{--tw-ring-offset-shadow:var(--tw-ring-inset) 0 0 0 var(--tw-ring-offset-width) var(--tw-ring-offset-color);--tw-ring-shadow:var(--tw-ring-inset) 0 0 0 calc(var(--tw-ring-offset-width)) var(--tw-ring-color);box-shadow:var(--tw-ring-offset-shadow),var(--tw-ring-shadow),var(--tw-shadow,0 0 #0000)}.focus\:ring-primary:focus{--tw-ring-opacity:1;--tw-ring-color:rgb(0 94 184/var(--tw-ring-opacity,1))}.disabled\:cursor-not-allowed:disabled{cursor:not-allowed}.disabled\:bg-slate-100:disabled{--tw-bg-opacity:1;background-color:rgb(241 245 249/var(--tw-bg-opacity,1))}.disabled\:text-slate-400:disabled{--tw-text-opacity:1;color:rgb(148 163 184/var(--tw-text-opacity,1))}@media (min-width:640px){.sm\:left-12{left:3rem}.sm\:right-12{right:3rem}.sm\:top-24{top:6rem}.sm\:inline{display:inline}.sm\:flex{display:flex}.sm\:grid-cols-2{grid-template-columns:repeat(2,minmax(0,1fr))}.sm\:flex-row{flex-direction:row}.sm\:items-start{align-items:flex-start}.sm\:items-center{align-items:center}.sm\:justify-between{justify-content:space-between}.sm\:p-6{padding:1.5rem}.sm\:px-12{padding-left:3rem;padding-right:3rem}.sm\:px-6{padding-left:1.5rem;padding-right:1.5rem}.sm\:text-4xl{font-size:2.25rem;line-height:2.5rem}}@media (min-width:768px){.md\:flex{display:flex}.md\:hidden{display:none}.md\:w-auto{width:auto}.md\:grid-cols-\[minmax\(0\2c 1fr\)_auto\]{grid-template-columns:minmax(0,1fr) auto}.md\:flex-nowrap{flex-wrap:nowrap}.md\:items-center{align-items:center}.md\:px-14{padding-left:3.5rem;padding-right:3.5rem}}@media (min-width:1024px){.lg\:col-start-1{grid-column-start:1}.lg\:col-start-2{grid-column-start:2}.lg\:row-start-1{grid-row-start:1}.lg\:row-start-2{grid-row-start:2}.lg\:flex{display:flex}.lg\:hidden{display:none}.lg\:grid-cols-\[1\.4fr_1fr\]{grid-template-columns:1.4fr 1fr}.lg\:grid-cols-\[minmax\(0\2c 1fr\)_360px\]{grid-template-columns:minmax(0,1fr) 360px}.lg\:flex-row{flex-direction:row}.lg\:items-end{align-items:flex-end}.lg\:justify-between{justify-content:space-between}.lg\:px-8{padding-left:2rem;padding-right:2rem}.lg\:py-8{padding-top:2rem;padding-bottom:2rem}.lg\:text-\[40px\]{font-size:40px}}@media (min-width:1280px){.xl\:left-auto{left:auto}.xl\:right-auto{right:auto}.xl\:w-\[320px\]{width:320px}}
\ No newline at end of file
diff --git a/static/css/app.src.css b/static/css/app.src.css
index 25647fd..7fd9d23 100644
--- a/static/css/app.src.css
+++ b/static/css/app.src.css
@@ -77,6 +77,14 @@
     padding: 0 .75rem;
   }
 
+  .ui-btn-compact {
+    min-height: 34px;
+    height: 34px;
+    padding: 0 .65rem;
+    gap: .35rem;
+    font-size: .8125rem;
+  }
+
   .ui-btn-field {
     min-height: 50px;
     height: 50px;
diff --git a/templates/admin.html b/templates/admin.html
index 7e0f587..ed421f7 100644
--- a/templates/admin.html
+++ b/templates/admin.html
@@ -8,7 +8,7 @@
 <div class="mb-6 flex flex-col gap-4 lg:flex-row lg:items-end lg:justify-between">
   <div>
     <h1 class="text-3xl font-extrabold tracking-tight sm:text-4xl">管理台</h1>
-    <p class="mt-2 text-sm text-textSub">管理系统注册状态，查看所有用户的上传文件和预测结果。</p>
+    <p class="mt-2 text-sm text-textSub">管理系统注册状态、密码重置链接，查看所有用户的上传文件和预测结果。</p>
   </div>
   <a href="{{ url_for('main.home') }}" class="ui-btn ui-btn-secondary">
     <span class="material-symbols-outlined text-lg">arrow_back</span>
@@ -38,7 +38,62 @@
   </div>
 </section>
 
-<section class="flex min-h-[760px] flex-col overflow-hidden rounded-lg border border-line bg-white shadow-panel">
+<section class="mb-6 rounded-lg border border-line bg-white p-5 shadow-panel">
+  <div class="mb-4 flex flex-col gap-1 sm:flex-row sm:items-center sm:justify-between">
+    <div>
+      <h2 class="text-lg font-extrabold tracking-tight">用户密码重置</h2>
+      <p class="mt-1 text-sm text-textSub">为普通用户生成一次性重置链接，旧链接会自动失效。</p>
+    </div>
+    <span class="text-sm text-textSub">共 {{ password_reset_users|length }} 位普通用户</span>
+  </div>
+  <div id="resetLinkPanel" class="mb-4 hidden rounded-lg border border-blue-200 bg-blue-50 p-4">
+    <div class="mb-2 flex flex-col gap-1 sm:flex-row sm:items-center sm:justify-between">
+      <div class="text-sm font-extrabold text-textMain">已生成重置链接</div>
+      <div id="resetLinkExpires" class="text-xs font-semibold text-textSub"></div>
+    </div>
+    <div class="flex flex-col gap-3 sm:flex-row">
+      <input id="resetLinkValue" class="min-w-0 flex-1 rounded-md border border-blue-200 bg-white px-3 py-2 text-sm text-textMain" readonly>
+      <button id="resetLinkCopy" type="button" class="ui-btn ui-btn-sm ui-btn-secondary">
+        <span class="material-symbols-outlined text-lg">content_copy</span>
+        复制
+      </button>
+    </div>
+  </div>
+  <div class="overflow-x-auto rounded-lg border border-line">
+    <table class="min-w-full text-sm">
+      <thead class="bg-slate-50 text-xs font-bold uppercase tracking-[0.12em] text-textSub">
+        <tr>
+          <th class="px-4 py-3 text-left">用户</th>
+          <th class="px-4 py-3 text-left">创建时间</th>
+          <th class="px-4 py-3 text-left">操作</th>
+        </tr>
+      </thead>
+      <tbody class="divide-y divide-line">
+        {% for user in password_reset_users %}
+        <tr class="hover:bg-slate-50">
+          <td class="px-4 py-3 font-semibold">{{ user.username }}</td>
+          <td class="px-4 py-3 text-textSub">{{ user.created_at.strftime('%Y-%m-%d %H:%M:%S') if user.created_at else '-' }}</td>
+          <td class="px-4 py-3">
+            <form method="post" action="{{ url_for('main.create_password_reset_link', user_id=user.id) }}" data-reset-link-form class="inline-flex">
+              <input type="hidden" name="csrf_token" value="{{ csrf_token() }}">
+              <button type="submit" class="ui-btn ui-btn-sm ui-btn-secondary">
+                <span class="material-symbols-outlined text-lg">link</span>
+                生成重置链接
+              </button>
+            </form>
+          </td>
+        </tr>
+        {% else %}
+        <tr>
+          <td colspan="3" class="px-4 py-8 text-center text-textSub">暂无普通用户</td>
+        </tr>
+        {% endfor %}
+      </tbody>
+    </table>
+  </div>
+</section>
+
+<section class="flex h-[710px] flex-col overflow-hidden rounded-lg border border-line bg-white shadow-panel">
   <div class="border-b border-line px-5 py-4">
     <div class="flex flex-col gap-1 sm:flex-row sm:items-center sm:justify-between">
       <h2 class="text-lg font-extrabold">上传记录</h2>
@@ -47,7 +102,7 @@
       {% endif %}
     </div>
   </div>
-  <div class="flex-1 overflow-x-auto">
+  <div class="min-h-0 flex-1 overflow-auto">
     <table class="min-w-full text-sm">
       <thead class="bg-slate-50 text-xs font-bold uppercase tracking-[0.12em] text-textSub">
         <tr>
@@ -125,5 +180,59 @@
       }
     });
   })();
+
+  (() => {
+    const panel = document.getElementById('resetLinkPanel');
+    const value = document.getElementById('resetLinkValue');
+    const expires = document.getElementById('resetLinkExpires');
+    const copy = document.getElementById('resetLinkCopy');
+
+    if (!panel || !value || !expires || !copy) return;
+
+    document.querySelectorAll('[data-reset-link-form]').forEach((form) => {
+      const submit = form.querySelector('button[type="submit"]');
+      const submitText = submit?.lastChild;
+
+      form.addEventListener('submit', async (event) => {
+        event.preventDefault();
+        if (submit) submit.disabled = true;
+        if (submitText) submitText.textContent = '生成中';
+
+        try {
+          const response = await fetch(form.action, {
+            method: 'POST',
+            body: new FormData(form),
+            headers: { 'X-Requested-With': 'XMLHttpRequest' },
+          });
+          const data = await response.json();
+
+          if (!response.ok) {
+            window.showAppNotification?.(data.error || '生成失败，请刷新页面后重试。', 'error', '生成失败');
+            return;
+          }
+
+          value.value = data.reset_url;
+          expires.textContent = `有效期至 ${data.expires_at}`;
+          panel.classList.remove('hidden');
+          window.showAppNotification?.(data.message, 'info');
+        } catch (error) {
+          window.showAppNotification?.('请求失败，请检查后端服务是否正常。', 'error', '生成失败');
+        } finally {
+          if (submit) submit.disabled = false;
+          if (submitText) submitText.textContent = '生成重置链接';
+        }
+      });
+    });
+
+    copy.addEventListener('click', async () => {
+      value.select();
+      try {
+        await navigator.clipboard.writeText(value.value);
+      } catch (error) {
+        document.execCommand('copy');
+      }
+      window.showAppNotification?.('重置链接已复制', 'info');
+    });
+  })();
 </script>
 {% endblock %}
diff --git a/templates/history.html b/templates/history.html
index 85be932..cc27c5e 100644
--- a/templates/history.html
+++ b/templates/history.html
@@ -16,7 +16,7 @@
   </a>
 </div>
 
-<section class="flex h-[1152px] flex-col rounded-lg border border-line bg-white shadow-panel">
+<section class="flex h-[900px] min-w-0 flex-col overflow-hidden rounded-lg border border-line bg-white shadow-panel">
   <div class="border-b border-line px-5 py-4">
     <div class="flex flex-col gap-1 sm:flex-row sm:items-center sm:justify-between">
       <h2 class="text-lg font-extrabold">上传记录</h2>
@@ -25,23 +25,23 @@
       {% endif %}
     </div>
   </div>
-  <div class="h-[1040px] shrink-0 divide-y divide-line overflow-y-auto">
+  <div class="min-h-0 min-w-0 flex-1 divide-y divide-line overflow-y-auto">
     {% for record in records %}
-    <div class="flex min-h-[104px] flex-col gap-4 p-5 md:flex-row md:items-center md:justify-between">
-      <div class="min-w-0">
-        <div class="truncate font-bold">{{ record.original_filename }}</div>
-        <div class="mt-1 flex flex-wrap items-center gap-2 text-sm text-textSub">
+    <div class="grid min-h-[76px] min-w-0 gap-3 px-4 py-3 md:grid-cols-[minmax(0,1fr)_auto] md:items-center">
+      <div class="min-w-0 overflow-hidden">
+        <div class="truncate text-sm font-bold">{{ record.original_filename }}</div>
+        <div class="mt-1 flex flex-wrap items-center gap-2 text-xs text-textSub">
           <span>{{ record.upload_time.strftime('%Y-%m-%d %H:%M:%S') }}</span>
           <span class="hidden sm:inline">·</span>
           <span>记录 #{{ record.id }}</span>
         </div>
       </div>
-      <div class="flex flex-wrap gap-2">
-        <a class="ui-btn ui-btn-sm ui-btn-secondary" href="{{ url_for('main.download_file', record_id=record.id, file_type='original') }}">
+      <div class="grid min-w-0 grid-cols-1 gap-2 sm:grid-cols-2 md:flex md:w-auto md:flex-nowrap">
+        <a class="ui-btn ui-btn-compact ui-btn-secondary w-full px-3 md:w-auto" href="{{ url_for('main.download_file', record_id=record.id, file_type='original') }}">
           <span class="material-symbols-outlined text-lg">description</span>
           原始文件
         </a>
-        <a class="ui-btn ui-btn-sm ui-btn-primary" href="{{ url_for('main.download_file', record_id=record.id, file_type='prediction') }}">
+        <a class="ui-btn ui-btn-compact ui-btn-primary w-full px-3 md:w-auto" href="{{ url_for('main.download_file', record_id=record.id, file_type='prediction') }}">
           <span class="material-symbols-outlined text-lg">download</span>
           预测结果
         </a>
diff --git a/templates/login.html b/templates/login.html
index 80dac28..71f264a 100644
--- a/templates/login.html
+++ b/templates/login.html
@@ -150,7 +150,7 @@
             <span class="material-symbols-outlined text-[28px]">water_drop</span>
             <span>供水管道健康评估系统</span>
           </div>
-          <h2 class="text-center text-[44px] lg:text-[40px] font-extrabold tracking-tight mb-10">系统门户</h2>
+          <h2 class="text-center text-[44px] lg:text-[40px] font-extrabold tracking-tight {{ 'mb-7' if mode == 'register' else 'mb-10' }}">系统门户</h2>
 
           <div class="flex items-center gap-8 text-[13px] font-semibold border-b border-slate-200 mb-7">
             <a href="{{ url_for('main.login') }}" class="border-b-2 py-3 {{ 'text-primary border-primary' if mode == 'login' else 'text-slate-500 border-transparent' }}">登录</a>
@@ -171,7 +171,7 @@
             <div>
               <div class="flex items-center justify-between mb-2">
                 <label class="block text-[11px] tracking-[0.18em] uppercase text-slate-500">密码</label>
-                <span class="text-[12px] text-primary font-semibold">找回密码</span>
+                <button id="forgotPasswordBtn" type="button" class="text-[12px] font-semibold text-primary transition hover:text-primaryDeep">找回密码</button>
               </div>
               <div class="relative">
                 <span class="material-symbols-outlined absolute left-4 top-1/2 -translate-y-1/2 text-slate-400 text-lg">lock</span>
@@ -207,7 +207,7 @@
             </button>
           </form>
           {% else %}
-          <form method="post" action="{{ url_for('main.register') }}" class="space-y-5" novalidate data-auth-form>
+          <form method="post" action="{{ url_for('main.register') }}" class="space-y-4" novalidate data-auth-form>
             <input type="hidden" name="csrf_token" value="{{ csrf_token() }}">
             <div>
               <label class="block text-[11px] tracking-[0.18em] uppercase text-slate-500 mb-2">用户名</label>
@@ -226,6 +226,19 @@
                 </button>
               </div>
             </div>
+            <div>
+              <label class="block text-[11px] tracking-[0.18em] uppercase text-slate-500 mb-2">验证码</label>
+              <div class="grid grid-cols-[1fr_92px_44px] gap-3 items-center">
+                <div class="relative">
+                  <span class="material-symbols-outlined absolute left-4 top-1/2 -translate-y-1/2 text-slate-400 text-lg">verified_user</span>
+                  <input name="captcha" required data-field-label="验证码" {{ 'disabled' if not allow_registration }} class="w-full pl-11 pr-4 py-3.5 rounded-xl bg-[#eceff3] border border-transparent focus:border-primary focus:ring-0 disabled:cursor-not-allowed disabled:bg-slate-100 disabled:text-slate-400" placeholder="请输入验证码" />
+                </div>
+                <div class="rounded-xl bg-blueSoft text-textMain border border-blue-100 h-[50px] flex items-center justify-center font-black tracking-[0.18em] italic">{{ captcha }}</div>
+                <a href="{{ url_for('main.register') }}" class="ui-btn ui-btn-field ui-btn-secondary px-0 {{ 'pointer-events-none opacity-50' if not allow_registration }}" aria-label="刷新验证码" aria-disabled="{{ 'true' if not allow_registration else 'false' }}">
+                  <span class="material-symbols-outlined">refresh</span>
+                </a>
+              </div>
+            </div>
             <button {{ 'disabled' if not allow_registration }} class="ui-btn ui-btn-lg ui-btn-primary w-full mt-2">
               注册
               <span class="material-symbols-outlined text-lg">person_add</span>
@@ -410,6 +423,10 @@
           toggle.setAttribute('aria-pressed', shouldShow ? 'true' : 'false');
         });
       });
+
+      document.getElementById('forgotPasswordBtn')?.addEventListener('click', () => {
+        showAppNotification('请联系管理员获取一次性重置链接后设置新密码。', 'info', '密码重置');
+      });
     })();
   </script>
 </body>
diff --git a/templates/password_reset.html b/templates/password_reset.html
new file mode 100644
index 0000000..c3bdacd
--- /dev/null
+++ b/templates/password_reset.html
@@ -0,0 +1,623 @@
+<!DOCTYPE html>
+<html lang="zh-CN">
+<head>
+  <title>重置密码 | 供水管道健康评估系统</title>
+  <meta charset="utf-8" />
+  <meta name="viewport" content="width=device-width, initial-scale=1.0" />
+  <link href="{{ url_for('static', filename='css/app.css') }}" rel="stylesheet" />
+  <style>
+    .reset-page {
+      min-height: 100vh;
+      display: grid;
+      grid-template-columns: minmax(360px, .82fr) minmax(420px, 1fr);
+      background: #f3f5f8;
+      color: #0f172a;
+    }
+    .reset-aside {
+      display: flex;
+      min-height: 100vh;
+      flex-direction: column;
+      justify-content: space-between;
+      padding: 56px 64px;
+      background:
+        radial-gradient(circle at 1px 1px, rgba(255,255,255,.20) 1px, transparent 0) 0 0 / 34px 34px,
+        #0f766e;
+      color: #fff;
+    }
+    .reset-brand {
+      display: flex;
+      align-items: center;
+      gap: 12px;
+      font-size: 18px;
+      font-weight: 800;
+    }
+    .reset-aside-main {
+      max-width: 460px;
+    }
+    .reset-kicker {
+      margin-bottom: 14px;
+      color: rgba(255,255,255,.72);
+      font-size: 12px;
+      font-weight: 800;
+      letter-spacing: .18em;
+      text-transform: uppercase;
+    }
+    .reset-aside h1 {
+      margin: 0;
+      font-size: 46px;
+      line-height: 1.18;
+      font-weight: 900;
+      letter-spacing: 0;
+    }
+    .reset-aside p {
+      margin: 22px 0 0;
+      max-width: 420px;
+      color: rgba(255,255,255,.78);
+      font-size: 15px;
+      line-height: 1.8;
+    }
+    .reset-meta {
+      display: grid;
+      gap: 12px;
+      margin-top: 32px;
+    }
+    .reset-meta-item {
+      display: flex;
+      align-items: center;
+      gap: 10px;
+      color: rgba(255,255,255,.82);
+      font-size: 13px;
+      font-weight: 700;
+    }
+    .reset-aside-foot {
+      color: rgba(255,255,255,.58);
+      font-size: 12px;
+    }
+    .reset-panel {
+      display: flex;
+      min-height: 100vh;
+      align-items: center;
+      justify-content: center;
+      padding: 48px 28px;
+      background: #fff;
+    }
+    .reset-card {
+      width: 100%;
+      max-width: 420px;
+    }
+    .reset-mobile-brand {
+      display: none;
+      align-items: center;
+      justify-content: center;
+      gap: 10px;
+      margin-bottom: 28px;
+      color: #0f766e;
+      font-size: 18px;
+      font-weight: 900;
+    }
+    .reset-icon {
+      display: inline-flex;
+      width: 54px;
+      height: 54px;
+      align-items: center;
+      justify-content: center;
+      border-radius: 14px;
+      background: #ccfbf1;
+      color: #0f766e;
+    }
+    .reset-card h2 {
+      margin: 18px 0 8px;
+      font-size: 34px;
+      line-height: 1.2;
+      font-weight: 900;
+      letter-spacing: 0;
+    }
+    .reset-copy {
+      margin: 0;
+      color: #64748b;
+      font-size: 14px;
+      line-height: 1.75;
+    }
+    .reset-copy strong {
+      color: #0f172a;
+      font-weight: 900;
+    }
+    .auth-input-error {
+      border-color: #dc2626 !important;
+      background: #fff7f7 !important;
+      box-shadow: 0 0 0 3px rgba(220, 38, 38, .12) !important;
+    }
+    .auth-alert {
+      pointer-events: none;
+      opacity: 0;
+      transform: translateY(.5rem);
+    }
+    .auth-alert::before {
+      content: '';
+      position: absolute;
+      left: 24px;
+      top: -7px;
+      width: 14px;
+      height: 14px;
+      transform: rotate(45deg);
+      border-left: 1px solid currentColor;
+      border-top: 1px solid currentColor;
+      background: #fff;
+      color: #bfdbfe;
+    }
+    .auth-alert.is-error::before {
+      color: #fecaca;
+    }
+    .auth-alert.is-visible {
+      pointer-events: auto;
+      opacity: 1;
+      transform: translateY(0);
+    }
+    .reset-form {
+      margin-top: 28px;
+      display: grid;
+      gap: 20px;
+    }
+    .reset-field label {
+      display: block;
+      margin-bottom: 8px;
+      color: #64748b;
+      font-size: 11px;
+      font-weight: 700;
+      letter-spacing: .18em;
+      text-transform: uppercase;
+    }
+    .reset-input-wrap {
+      position: relative;
+    }
+    .reset-input-icon {
+      position: absolute;
+      left: 16px;
+      top: 50%;
+      transform: translateY(-50%);
+      color: #94a3b8;
+      font-size: 20px;
+    }
+    .reset-input {
+      width: 100%;
+      box-sizing: border-box;
+      border: 1px solid transparent;
+      border-radius: 12px;
+      background: #eceff3;
+      padding: 14px 48px 14px 44px;
+      color: #0f172a;
+      font-size: 16px;
+      line-height: 1.35;
+      outline: none;
+      transition: border-color .15s ease, background-color .15s ease, box-shadow .15s ease;
+    }
+    .reset-input:focus {
+      border-color: #0f766e;
+      background: #fff;
+      box-shadow: 0 0 0 3px rgba(15, 118, 110, .14);
+    }
+    .password-toggle {
+      position: absolute;
+      right: 12px;
+      top: 50%;
+      display: inline-flex;
+      width: 32px;
+      height: 32px;
+      transform: translateY(-50%);
+      align-items: center;
+      justify-content: center;
+      border: 0;
+      border-radius: 8px;
+      background: transparent;
+      color: #64748b;
+      padding: 0;
+      transition: background-color .15s ease, color .15s ease;
+    }
+    .password-toggle:hover {
+      background: rgba(148, 163, 184, .16);
+      color: #0f766e;
+    }
+    .password-toggle:focus-visible {
+      outline: 2px solid #0f766e;
+      outline-offset: 2px;
+    }
+    .password-toggle .material-symbols-outlined {
+      font-size: 20px;
+      line-height: 1;
+    }
+    .reset-actions {
+      display: flex;
+      align-items: center;
+      justify-content: space-between;
+      gap: 16px;
+      padding-top: 4px;
+    }
+    .reset-expiry {
+      color: #64748b;
+      font-size: 12px;
+      line-height: 1.5;
+    }
+    .reset-submit {
+      display: inline-flex;
+      min-width: 154px;
+      height: 48px;
+      align-items: center;
+      justify-content: center;
+      gap: 8px;
+      border: 0;
+      border-radius: 8px;
+      background: #0f766e;
+      color: #fff;
+      padding: 0 20px;
+      font-size: 14px;
+      font-weight: 800;
+      white-space: nowrap;
+      box-shadow: 0 16px 30px rgba(15, 118, 110, .20);
+      transition: background-color .15s ease, box-shadow .15s ease;
+    }
+    .reset-submit:hover {
+      background: #115e59;
+      box-shadow: 0 12px 24px rgba(15, 118, 110, .20);
+    }
+    .reset-submit:focus-visible {
+      outline: 2px solid #0f766e;
+      outline-offset: 3px;
+    }
+    .reset-login {
+      display: inline-flex;
+      width: fit-content;
+      height: 48px;
+      align-items: center;
+      justify-content: center;
+      gap: 8px;
+      margin-top: 28px;
+      border: 1px solid #cbd5e1;
+      border-radius: 8px;
+      background: #fff;
+      color: #334155;
+      padding: 0 18px;
+      font-size: 14px;
+      font-weight: 800;
+      text-decoration: none;
+      transition: border-color .15s ease, color .15s ease, background-color .15s ease;
+    }
+    .reset-login:hover {
+      border-color: #0f766e;
+      color: #0f766e;
+      background: #f8fafc;
+    }
+    @media (max-width: 900px) {
+      .reset-page {
+        display: block;
+        background: #fff;
+      }
+      .reset-aside {
+        display: none;
+      }
+      .reset-panel {
+        min-height: 100vh;
+        padding: 32px 22px;
+      }
+      .reset-mobile-brand {
+        display: flex;
+      }
+      .reset-card h2 {
+        font-size: 30px;
+      }
+      .reset-actions {
+        align-items: stretch;
+        flex-direction: column-reverse;
+      }
+      .reset-submit {
+        width: 100%;
+      }
+      .reset-expiry {
+        text-align: center;
+      }
+    }
+    @media (min-width: 1280px) {
+      .auth-alert {
+        transform: translateX(.75rem);
+      }
+      .auth-alert::before {
+        left: -7px;
+        top: var(--auth-alert-arrow-top, 44px);
+        border: 0;
+        border-left: 1px solid currentColor;
+        border-bottom: 1px solid currentColor;
+      }
+      .auth-alert.is-visible {
+        transform: translateX(0);
+      }
+    }
+  </style>
+</head>
+<body>
+  {% with flashed_messages = get_flashed_messages(with_categories=true) %}
+  <script>
+    window.__flashMessages = {{ flashed_messages|tojson }};
+  </script>
+  <div class="sr-only" aria-hidden="true">
+    {% for category, message in flashed_messages %}{{ message }}{% endfor %}
+  </div>
+  <main class="reset-page">
+    <aside class="reset-aside" aria-label="系统信息">
+      <div class="reset-brand">
+        <span class="material-symbols-outlined">water_drop</span>
+        <span>供水管道健康评估系统</span>
+      </div>
+      <div class="reset-aside-main">
+        <div class="reset-kicker">Password reset</div>
+        <h1>为账号设置新的访问密码</h1>
+        <p>使用管理员生成的一次性链接完成密码更新。提交成功后，旧链接会立即失效。</p>
+        <div class="reset-meta" aria-hidden="true">
+          <div class="reset-meta-item">
+            <span class="material-symbols-outlined">link_off</span>
+            <span>一次性链接</span>
+          </div>
+          <div class="reset-meta-item">
+            <span class="material-symbols-outlined">encrypted</span>
+            <span>密码本地加密存储</span>
+          </div>
+        </div>
+      </div>
+      <div class="reset-aside-foot">© {{ now_year() }} 供水管道健康评估系统</div>
+    </aside>
+
+    <section class="reset-panel">
+      <div id="authCard" class="reset-card relative">
+        <div id="alertBox" class="auth-alert fixed left-7 right-7 top-6 z-50 hidden rounded-lg border bg-white p-3.5 shadow-[0_18px_45px_rgba(15,23,42,.16)] transition-all duration-200 ease-out sm:left-12 sm:right-12 xl:left-auto xl:right-auto xl:w-[320px]" role="status" aria-live="polite">
+          <div class="flex items-start gap-3">
+            <span id="alertIconWrap" class="flex h-8 w-8 shrink-0 items-center justify-center rounded-md">
+              <span id="alertIcon" class="material-symbols-outlined text-lg">priority_high</span>
+            </span>
+            <div class="min-w-0 flex-1 pt-0.5">
+              <div id="alertTitle" class="text-sm font-extrabold text-textMain"></div>
+              <div id="alertMessage" class="mt-1 text-sm leading-5 text-textSub"></div>
+            </div>
+            <button id="alertClose" class="flex h-8 w-8 shrink-0 items-center justify-center rounded-md text-slate-400 transition hover:bg-slate-100 hover:text-slate-700" type="button" aria-label="关闭通知">
+              <span class="material-symbols-outlined text-base">close</span>
+            </button>
+          </div>
+        </div>
+        <div class="reset-mobile-brand">
+          <span class="material-symbols-outlined">water_drop</span>
+          <span>供水管道健康评估系统</span>
+        </div>
+        <div class="reset-icon">
+          <span class="material-symbols-outlined text-[28px]">lock_reset</span>
+        </div>
+        <h2>重置密码</h2>
+        <p class="reset-copy">
+          {% if token_available %}
+          为账号 <strong>{{ reset_token.user.username }}</strong> 设置新密码。
+          {% else %}
+          当前链接不可用，请联系管理员重新生成一次性重置链接。
+          {% endif %}
+        </p>
+
+        {% if token_available %}
+        <form method="post" action="{{ url_for('main.password_reset', token=token) }}" class="reset-form" novalidate data-auth-form>
+          <input type="hidden" name="csrf_token" value="{{ csrf_token() }}">
+          <div class="reset-field">
+            <label for="resetPassword">新密码</label>
+            <div class="reset-input-wrap">
+              <span class="material-symbols-outlined reset-input-icon">lock</span>
+              <input id="resetPassword" name="password" type="password" minlength="6" required class="reset-input" placeholder="请输入至少 6 位密码" />
+              <button class="password-toggle" type="button" data-password-toggle="resetPassword" aria-label="显示密码" aria-pressed="false">
+                <span class="material-symbols-outlined" aria-hidden="true">visibility</span>
+              </button>
+            </div>
+          </div>
+
+          <div class="reset-field">
+            <label for="resetPasswordConfirm">确认密码</label>
+            <div class="reset-input-wrap">
+              <span class="material-symbols-outlined reset-input-icon">lock</span>
+              <input id="resetPasswordConfirm" name="password_confirm" type="password" minlength="6" required class="reset-input" placeholder="请再次输入新密码" />
+              <button class="password-toggle" type="button" data-password-toggle="resetPasswordConfirm" aria-label="显示密码" aria-pressed="false">
+                <span class="material-symbols-outlined" aria-hidden="true">visibility</span>
+              </button>
+            </div>
+          </div>
+
+          <div class="reset-actions">
+            <div class="reset-expiry">链接有效期至<br>{{ format_datetime(reset_token.expires_at) }}</div>
+            <button class="reset-submit" type="submit">
+              <span class="material-symbols-outlined text-lg">check</span>
+              保存新密码
+            </button>
+          </div>
+        </form>
+        {% else %}
+        <a href="{{ url_for('main.login') }}" class="reset-login">
+          <span class="material-symbols-outlined text-lg">arrow_back</span>
+          返回登录
+        </a>
+        {% endif %}
+      </div>
+    </section>
+  </main>
+  {% endwith %}
+  <script>
+    (() => {
+      const alertBox = document.getElementById('alertBox');
+      const alertIconWrap = document.getElementById('alertIconWrap');
+      const alertIcon = document.getElementById('alertIcon');
+      const alertTitle = document.getElementById('alertTitle');
+      const alertMessage = document.getElementById('alertMessage');
+      const alertClose = document.getElementById('alertClose');
+      const authCard = document.getElementById('authCard');
+      let alertTimer = null;
+      let alertHideTimer = null;
+      let alertAnchor = null;
+
+      function hideAlert() {
+        clearTimeout(alertTimer);
+        clearTimeout(alertHideTimer);
+        if (!alertBox) return;
+        alertBox.classList.remove('is-visible');
+        alertHideTimer = setTimeout(() => {
+          alertBox.classList.add('hidden');
+        }, 200);
+      }
+
+      function positionAlert(anchor) {
+        if (!alertBox || !authCard) return;
+
+        const cardRect = authCard.getBoundingClientRect();
+        const anchorRect = anchor?.getBoundingClientRect();
+        const useSidePopover = window.matchMedia('(min-width: 1280px)').matches;
+
+        if (!useSidePopover) {
+          alertBox.style.left = '';
+          alertBox.style.right = '';
+          alertBox.style.top = '';
+          alertBox.style.setProperty('--auth-alert-arrow-top', '28px');
+          return;
+        }
+
+        const width = 320;
+        const gap = 18;
+        const viewportPadding = 16;
+        const desiredLeft = cardRect.right + gap;
+        const left = Math.min(desiredLeft, window.innerWidth - width - viewportPadding);
+        const targetCenter = anchorRect ? anchorRect.top + (anchorRect.height / 2) : cardRect.top + 116;
+        const top = Math.max(viewportPadding, Math.min(targetCenter - 42, window.innerHeight - 140));
+        const arrowTop = Math.max(22, Math.min(targetCenter - top - 7, 92));
+
+        alertBox.style.left = `${left}px`;
+        alertBox.style.right = 'auto';
+        alertBox.style.top = `${top}px`;
+        alertBox.style.setProperty('--auth-alert-arrow-top', `${arrowTop}px`);
+      }
+
+      function showAppNotification(message, type = 'info', title, anchor) {
+        if (!alertBox || !alertIconWrap || !alertIcon || !alertTitle || !alertMessage) return;
+
+        clearTimeout(alertTimer);
+        clearTimeout(alertHideTimer);
+        alertAnchor = anchor || null;
+        positionAlert(anchor);
+        alertBox.classList.remove('hidden', 'border-red-200', 'border-blue-200', 'is-error');
+        alertIconWrap.classList.remove('bg-dangerSoft', 'text-dangerText', 'bg-blueSoft', 'text-primary');
+
+        if (type === 'error') {
+          alertBox.classList.add('border-red-200', 'is-error');
+          alertIconWrap.classList.add('bg-dangerSoft', 'text-dangerText');
+          alertIcon.textContent = 'priority_high';
+          alertTitle.textContent = title || '操作未完成';
+        } else {
+          alertBox.classList.add('border-blue-200');
+          alertIconWrap.classList.add('bg-blueSoft', 'text-primary');
+          alertIcon.textContent = 'info';
+          alertTitle.textContent = title || '提示';
+        }
+
+        alertMessage.textContent = message;
+        requestAnimationFrame(() => {
+          alertBox.classList.add('is-visible');
+        });
+        alertTimer = setTimeout(hideAlert, 10000);
+      }
+
+      if (alertClose) {
+        alertClose.addEventListener('click', hideAlert);
+      }
+      window.addEventListener('resize', () => {
+        if (alertBox && alertBox.classList.contains('is-visible')) {
+          positionAlert(alertAnchor);
+        }
+      });
+
+      function markFieldError(field) {
+        if (!field) return;
+        field.classList.add('auth-input-error');
+        field.setAttribute('aria-invalid', 'true');
+      }
+
+      function clearFieldError(field) {
+        field.classList.remove('auth-input-error');
+        field.removeAttribute('aria-invalid');
+      }
+
+      function clearFormErrors(form) {
+        form.querySelectorAll('.auth-input-error').forEach(clearFieldError);
+      }
+
+      function fieldForServerMessage(message) {
+        const activeForm = document.querySelector('[data-auth-form]');
+        if (!activeForm) return null;
+        if (message.includes('两次')) return activeForm.querySelector('input[name="password_confirm"]');
+        if (message.includes('密码')) return activeForm.querySelector('input[name="password"]');
+        return null;
+      }
+
+      const flashedMessages = window.__flashMessages || [];
+      if (flashedMessages.length) {
+        const [category, message] = flashedMessages[flashedMessages.length - 1];
+        const serverField = category === 'error' ? fieldForServerMessage(message) : null;
+        showAppNotification(message, category === 'error' ? 'error' : 'info', undefined, serverField);
+        if (category === 'error') {
+          markFieldError(serverField);
+        }
+      }
+
+      document.querySelectorAll('[data-auth-form]').forEach((form) => {
+        form.querySelectorAll('input').forEach((field) => {
+          field.addEventListener('input', () => clearFieldError(field));
+        });
+
+        form.addEventListener('submit', (event) => {
+          clearFormErrors(form);
+          const fields = Array.from(form.querySelectorAll('input[required]:not(:disabled)'));
+          const emptyField = fields.find((field) => !field.value.trim());
+          if (emptyField) {
+            event.preventDefault();
+            showAppNotification('密码不能为空', 'error', undefined, emptyField);
+            markFieldError(emptyField);
+            emptyField.focus();
+            return;
+          }
+
+          const shortPassword = fields.find((field) => {
+            const minLength = Number(field.getAttribute('minlength'));
+            return minLength > 0 && field.value.length < minLength;
+          });
+          if (shortPassword) {
+            event.preventDefault();
+            const minLength = shortPassword.getAttribute('minlength');
+            showAppNotification(`密码至少需要 ${minLength} 位`, 'error', undefined, shortPassword);
+            markFieldError(shortPassword);
+            shortPassword.focus();
+            return;
+          }
+
+          const password = form.querySelector('input[name="password"]');
+          const passwordConfirm = form.querySelector('input[name="password_confirm"]');
+          if (password && passwordConfirm && password.value !== passwordConfirm.value) {
+            event.preventDefault();
+            showAppNotification('两次输入的密码不一致', 'error', undefined, passwordConfirm);
+            markFieldError(passwordConfirm);
+            passwordConfirm.focus();
+          }
+        });
+      });
+
+      document.querySelectorAll('[data-password-toggle]').forEach((toggle) => {
+        const input = document.getElementById(toggle.dataset.passwordToggle);
+        const icon = toggle.querySelector('.material-symbols-outlined');
+        if (!input || !icon) return;
+
+        toggle.addEventListener('click', () => {
+          const shouldShow = input.type === 'password';
+          input.type = shouldShow ? 'text' : 'password';
+          icon.textContent = shouldShow ? 'visibility_off' : 'visibility';
+          toggle.setAttribute('aria-label', shouldShow ? '隐藏密码' : '显示密码');
+          toggle.setAttribute('aria-pressed', shouldShow ? 'true' : 'false');
+        });
+      });
+    })();
+  </script>
+</body>
+</html>
diff --git a/tests/test_auth_registration.py b/tests/test_auth_registration.py
index 26e0d42..9bf55f5 100644
--- a/tests/test_auth_registration.py
+++ b/tests/test_auth_registration.py
@@ -4,11 +4,12 @@ import re
 import unittest
 from datetime import datetime, timedelta
 from tempfile import TemporaryDirectory
+from urllib.parse import urlparse
 
 from app import create_app
 from app.config import Config
 from app.extensions import db
-from app.models import AppSetting, UploadRecord, User
+from app.models import AppSetting, PasswordResetToken, UploadRecord, User
 
 
 class RegistrationRoutesTest(unittest.TestCase):
@@ -28,12 +29,13 @@ class RegistrationRoutesTest(unittest.TestCase):
         self.assertIsNotNone(match)
         return match.group(1).decode()
 
-    def create_user(self, app, username: str, password: str, *, is_admin: bool = False) -> None:
+    def create_user(self, app, username: str, password: str, *, is_admin: bool = False) -> int:
         with app.app_context():
             user = User(username=username, is_admin=is_admin)
             user.set_password(password)
             db.session.add(user)
             db.session.commit()
+            return user.id
 
     def add_upload_records(self, app, username: str, count: int) -> None:
         with app.app_context():
@@ -69,6 +71,31 @@ class RegistrationRoutesTest(unittest.TestCase):
         )
         self.assertEqual(login_response.status_code, 302)
 
+    def login_attempt(self, client, username: str, password: str):
+        response = client.get("/login")
+        token = self.csrf_token_from(response.data)
+        with client.session_transaction() as session:
+            captcha = session["captcha"]
+
+        return client.post(
+            "/login",
+            data={
+                "csrf_token": token,
+                "username": username,
+                "password": password,
+                "captcha": captcha,
+            },
+        )
+
+    def create_reset_link(self, app, client, user_id: int) -> str:
+        token = self.csrf_token_from(client.get("/admin").data)
+        response = client.post(
+            f"/admin/users/{user_id}/password-reset-link",
+            data={"csrf_token": token},
+        )
+        self.assertEqual(response.status_code, 200)
+        return urlparse(response.get_json()["reset_url"]).path
+
     def test_login_page_always_shows_register_entry_when_registration_is_closed(self) -> None:
         with TemporaryDirectory() as temp_dir:
             app = self.create_test_app(temp_dir, allow_registration=False)
@@ -89,7 +116,44 @@ class RegistrationRoutesTest(unittest.TestCase):
             self.assertIn("当前未开放自助注册", html)
             self.assertIn("disabled", html)
 
+    def test_register_page_shows_captcha(self) -> None:
+        with TemporaryDirectory() as temp_dir:
+            app = self.create_test_app(temp_dir, allow_registration=True)
+            client = app.test_client()
+
+            response = client.get("/register")
+            html = response.get_data(as_text=True)
+            with client.session_transaction() as session:
+                captcha = session["captcha"]
+
+            self.assertEqual(response.status_code, 200)
+            self.assertIn('name="captcha"', html)
+            self.assertIn(captcha, html)
+
     def test_register_post_does_not_create_user_when_registration_is_closed(self) -> None:
+        with TemporaryDirectory() as temp_dir:
+            app = self.create_test_app(temp_dir, allow_registration=False)
+            client = app.test_client()
+            token = self.csrf_token_from(client.get("/register").data)
+            with client.session_transaction() as session:
+                captcha = session["captcha"]
+
+            response = client.post(
+                "/register",
+                data={
+                    "csrf_token": token,
+                    "username": "new-user",
+                    "password": "secret123",
+                    "captcha": captcha,
+                },
+            )
+
+            self.assertEqual(response.status_code, 403)
+            self.assertIn("当前未开放自助注册", response.get_data(as_text=True))
+            with app.app_context():
+                self.assertIsNone(User.query.filter_by(username="new-user").first())
+
+    def test_register_post_checks_captcha_before_registration_setting(self) -> None:
         with TemporaryDirectory() as temp_dir:
             app = self.create_test_app(temp_dir, allow_registration=False)
             client = app.test_client()
@@ -97,11 +161,37 @@ class RegistrationRoutesTest(unittest.TestCase):
 
             response = client.post(
                 "/register",
-                data={"csrf_token": token, "username": "new-user", "password": "secret123"},
+                data={
+                    "csrf_token": token,
+                    "username": "new-user",
+                    "password": "secret123",
+                    "captcha": "WRONG",
+                },
             )
 
-            self.assertEqual(response.status_code, 403)
-            self.assertIn("当前未开放自助注册", response.get_data(as_text=True))
+            self.assertEqual(response.status_code, 400)
+            self.assertIn("验证码错误", response.get_data(as_text=True))
+            with app.app_context():
+                self.assertIsNone(User.query.filter_by(username="new-user").first())
+
+    def test_register_post_rejects_wrong_captcha(self) -> None:
+        with TemporaryDirectory() as temp_dir:
+            app = self.create_test_app(temp_dir, allow_registration=True)
+            client = app.test_client()
+            token = self.csrf_token_from(client.get("/register").data)
+
+            response = client.post(
+                "/register",
+                data={
+                    "csrf_token": token,
+                    "username": "new-user",
+                    "password": "secret123",
+                    "captcha": "WRONG",
+                },
+            )
+
+            self.assertEqual(response.status_code, 400)
+            self.assertIn("验证码错误", response.get_data(as_text=True))
             with app.app_context():
                 self.assertIsNone(User.query.filter_by(username="new-user").first())
 
@@ -110,10 +200,17 @@ class RegistrationRoutesTest(unittest.TestCase):
             app = self.create_test_app(temp_dir, allow_registration=True)
             client = app.test_client()
             token = self.csrf_token_from(client.get("/register").data)
+            with client.session_transaction() as session:
+                captcha = session["captcha"]
 
             response = client.post(
                 "/register",
-                data={"csrf_token": token, "username": "new-user", "password": "secret123"},
+                data={
+                    "csrf_token": token,
+                    "username": "new-user",
+                    "password": "secret123",
+                    "captcha": captcha,
+                },
             )
 
             self.assertEqual(response.status_code, 200)
@@ -164,6 +261,225 @@ class RegistrationRoutesTest(unittest.TestCase):
             with app.app_context():
                 self.assertFalse(AppSetting.get_bool("allow_registration", True))
 
+    def test_admin_can_create_password_reset_link_for_regular_user(self) -> None:
+        with TemporaryDirectory() as temp_dir:
+            app = self.create_test_app(temp_dir, allow_registration=False)
+            self.create_user(app, "admin", "secret123", is_admin=True)
+            user_id = self.create_user(app, "alice", "oldpass")
+            client = app.test_client()
+            self.login(client, "admin", "secret123")
+
+            token = self.csrf_token_from(client.get("/admin").data)
+            response = client.post(
+                f"/admin/users/{user_id}/password-reset-link",
+                data={"csrf_token": token},
+            )
+            data = response.get_json()
+
+            self.assertEqual(response.status_code, 200)
+            self.assertIn("/password-reset/", data["reset_url"])
+            self.assertEqual(data["username"], "alice")
+            with app.app_context():
+                self.assertEqual(PasswordResetToken.query.count(), 1)
+
+    def test_admin_password_reset_section_lists_registered_users_without_uploads(self) -> None:
+        with TemporaryDirectory() as temp_dir:
+            app = self.create_test_app(temp_dir, allow_registration=True)
+            self.create_user(app, "admin", "secret123", is_admin=True)
+            client = app.test_client()
+
+            register_page = client.get("/register")
+            token = self.csrf_token_from(register_page.data)
+            with client.session_transaction() as session:
+                captcha = session["captcha"]
+            register_response = client.post(
+                "/register",
+                data={
+                    "csrf_token": token,
+                    "username": "registered-user",
+                    "password": "secret123",
+                    "captcha": captcha,
+                },
+            )
+            self.assertEqual(register_response.status_code, 200)
+
+            self.login(client, "admin", "secret123")
+            admin_page = client.get("/admin").get_data(as_text=True)
+
+            self.assertIn("用户密码重置", admin_page)
+            self.assertIn("registered-user", admin_page)
+            self.assertIn("生成重置链接", admin_page)
+
+    def test_password_reset_link_requires_admin(self) -> None:
+        with TemporaryDirectory() as temp_dir:
+            app = self.create_test_app(temp_dir, allow_registration=False)
+            user_id = self.create_user(app, "alice", "oldpass")
+            client = app.test_client()
+            token = self.csrf_token_from(client.get("/login").data)
+
+            anonymous_response = client.post(
+                f"/admin/users/{user_id}/password-reset-link",
+                data={"csrf_token": token},
+            )
+
+            self.assertEqual(anonymous_response.status_code, 302)
+
+            self.login(client, "alice", "oldpass")
+            token = self.csrf_token_from(client.get("/home").data)
+            user_response = client.post(
+                f"/admin/users/{user_id}/password-reset-link",
+                data={"csrf_token": token},
+            )
+
+            self.assertEqual(user_response.status_code, 403)
+
+    def test_admin_cannot_create_password_reset_link_for_admin_user(self) -> None:
+        with TemporaryDirectory() as temp_dir:
+            app = self.create_test_app(temp_dir, allow_registration=False)
+            admin_id = self.create_user(app, "admin", "secret123", is_admin=True)
+            client = app.test_client()
+            self.login(client, "admin", "secret123")
+            token = self.csrf_token_from(client.get("/admin").data)
+
+            response = client.post(
+                f"/admin/users/{admin_id}/password-reset-link",
+                data={"csrf_token": token},
+            )
+
+            self.assertEqual(response.status_code, 403)
+            self.assertIn("管理员账号", response.get_json()["error"])
+
+    def test_password_reset_changes_password_and_consumes_link(self) -> None:
+        with TemporaryDirectory() as temp_dir:
+            app = self.create_test_app(temp_dir, allow_registration=False)
+            self.create_user(app, "admin", "secret123", is_admin=True)
+            user_id = self.create_user(app, "alice", "oldpass")
+            admin_client = app.test_client()
+            self.login(admin_client, "admin", "secret123")
+            reset_path = self.create_reset_link(app, admin_client, user_id)
+
+            client = app.test_client()
+            reset_page = client.get(reset_path)
+            token = self.csrf_token_from(reset_page.data)
+            response = client.post(
+                reset_path,
+                data={
+                    "csrf_token": token,
+                    "password": "newpass123",
+                    "password_confirm": "newpass123",
+                },
+            )
+
+            self.assertEqual(response.status_code, 200)
+            self.assertIn("密码已重置", response.get_data(as_text=True))
+            self.assertEqual(self.login_attempt(client, "alice", "oldpass").status_code, 400)
+            self.assertEqual(self.login_attempt(client, "alice", "newpass123").status_code, 302)
+            self.assertEqual(client.get(reset_path).status_code, 400)
+            with app.app_context():
+                reset_token = PasswordResetToken.query.one()
+                self.assertIsNotNone(reset_token.used_at)
+
+    def test_password_reset_page_displays_expiry_in_configured_timezone(self) -> None:
+        with TemporaryDirectory() as temp_dir:
+            app = self.create_test_app(temp_dir, allow_registration=False)
+            self.create_user(app, "admin", "secret123", is_admin=True)
+            user_id = self.create_user(app, "alice", "oldpass")
+            admin_client = app.test_client()
+            self.login(admin_client, "admin", "secret123")
+            reset_path = self.create_reset_link(app, admin_client, user_id)
+
+            with app.app_context():
+                reset_token = PasswordResetToken.query.one()
+                reset_token.expires_at = datetime(2027, 1, 1, 0, 0, 0)
+                db.session.commit()
+
+            response = app.test_client().get(reset_path)
+
+            self.assertEqual(response.status_code, 200)
+            self.assertIn("2027-01-01 08:00:00", response.get_data(as_text=True))
+
+    def test_expired_password_reset_link_cannot_change_password(self) -> None:
+        with TemporaryDirectory() as temp_dir:
+            app = self.create_test_app(temp_dir, allow_registration=False)
+            self.create_user(app, "admin", "secret123", is_admin=True)
+            user_id = self.create_user(app, "alice", "oldpass")
+            admin_client = app.test_client()
+            self.login(admin_client, "admin", "secret123")
+            reset_path = self.create_reset_link(app, admin_client, user_id)
+
+            with app.app_context():
+                reset_token = PasswordResetToken.query.one()
+                reset_token.expires_at = datetime.utcnow() - timedelta(minutes=1)
+                db.session.commit()
+
+            client = app.test_client()
+            token = self.csrf_token_from(client.get("/login").data)
+            response = client.post(
+                reset_path,
+                data={
+                    "csrf_token": token,
+                    "password": "newpass123",
+                    "password_confirm": "newpass123",
+                },
+            )
+
+            self.assertEqual(response.status_code, 400)
+            self.assertEqual(self.login_attempt(client, "alice", "oldpass").status_code, 302)
+
+    def test_new_password_reset_link_invalidates_previous_link(self) -> None:
+        with TemporaryDirectory() as temp_dir:
+            app = self.create_test_app(temp_dir, allow_registration=False)
+            self.create_user(app, "admin", "secret123", is_admin=True)
+            user_id = self.create_user(app, "alice", "oldpass")
+            client = app.test_client()
+            self.login(client, "admin", "secret123")
+
+            first_path = self.create_reset_link(app, client, user_id)
+            second_path = self.create_reset_link(app, client, user_id)
+
+            self.assertEqual(client.get(first_path).status_code, 400)
+            self.assertEqual(client.get(second_path).status_code, 200)
+
+    def test_password_reset_validation_does_not_consume_link(self) -> None:
+        with TemporaryDirectory() as temp_dir:
+            app = self.create_test_app(temp_dir, allow_registration=False)
+            self.create_user(app, "admin", "secret123", is_admin=True)
+            user_id = self.create_user(app, "alice", "oldpass")
+            admin_client = app.test_client()
+            self.login(admin_client, "admin", "secret123")
+            reset_path = self.create_reset_link(app, admin_client, user_id)
+
+            client = app.test_client()
+            reset_page = client.get(reset_path)
+            token = self.csrf_token_from(reset_page.data)
+            short_response = client.post(
+                reset_path,
+                data={
+                    "csrf_token": token,
+                    "password": "short",
+                    "password_confirm": "short",
+                },
+            )
+
+            self.assertEqual(short_response.status_code, 400)
+
+            reset_page = client.get(reset_path)
+            token = self.csrf_token_from(reset_page.data)
+            mismatch_response = client.post(
+                reset_path,
+                data={
+                    "csrf_token": token,
+                    "password": "newpass123",
+                    "password_confirm": "different",
+                },
+            )
+
+            self.assertEqual(mismatch_response.status_code, 400)
+            self.assertEqual(client.get(reset_path).status_code, 200)
+            with app.app_context():
+                reset_token = PasswordResetToken.query.one()
+                self.assertIsNone(reset_token.used_at)
+
     def test_history_page_paginates_upload_records(self) -> None:
         with TemporaryDirectory() as temp_dir:
             app = self.create_test_app(temp_dir, allow_registration=False)