diff --git a/dea/__init__.py b/dea/__init__.py
new file mode 100755
index 0000000..c138d70
--- /dev/null
+++ b/dea/__init__.py
@@ -0,0 +1,2 @@
+"""Core package for the Difference Equation Analyzer API."""
+
diff --git a/dea/bode.py b/dea/bode.py
new file mode 100755
index 0000000..e888b25
--- /dev/null
+++ b/dea/bode.py
@@ -0,0 +1,26 @@
+import numpy as np
+from scipy import signal
+
+from .config import BODE_MAX_MULTIPLIER, BODE_POINTS
+from .schemas import BodeParams
+from .validation import require_finite, validate_coefficients
+
+
+def calculate_bode_response(params: BodeParams):
+    fs_val = require_finite(params.fs, "fs")
+    b_vals = validate_coefficients(params.b, "b")
+    a_vals = validate_coefficients(params.a, "a")
+    f_min = params.fs / 50000.0
+    f_max = params.fs * BODE_MAX_MULTIPLIER
+    f_eval = np.logspace(np.log10(f_min), np.log10(f_max), BODE_POINTS)
+
+    _, h = signal.freqz(b_vals, a_vals, worN=f_eval, fs=fs_val)
+    mag = 20 * np.log10(np.abs(h) + 1e-12)
+    phase = np.angle(h, deg=True)
+
+    return {
+        "freq": f_eval.tolist(),
+        "mag": mag.tolist(),
+        "phase": phase.tolist(),
+    }
+
diff --git a/dea/config.py b/dea/config.py
new file mode 100755
index 0000000..1983672
--- /dev/null
+++ b/dea/config.py
@@ -0,0 +1,7 @@
+MAX_COEFFICIENTS = 64
+MAX_CSV_BYTES = 32 * 1024 * 1024
+MAX_PLOT_POINTS = 5000
+BODE_POINTS = 500
+BODE_MAX_MULTIPLIER = 3.162
+NYQUIST_MARGIN = 0.999999
+
diff --git a/dea/csv_processing.py b/dea/csv_processing.py
new file mode 100755
index 0000000..e173bde
--- /dev/null
+++ b/dea/csv_processing.py
@@ -0,0 +1,72 @@
+import io
+
+import numpy as np
+import pandas as pd
+from fastapi import HTTPException
+from scipy import signal
+
+from .config import MAX_CSV_BYTES, MAX_PLOT_POINTS
+
+
+def downsample_for_plot(index, original, filtered):
+    total = len(index)
+    if total <= MAX_PLOT_POINTS:
+        return index, original, filtered, 1
+    step = int(np.ceil(total / MAX_PLOT_POINTS))
+    return index[::step], original[::step], filtered[::step], step
+
+
+async def read_csv_upload(file):
+    filename = (file.filename or "").lower()
+    if filename and not filename.endswith(".csv"):
+        raise HTTPException(status_code=400, detail="請上傳 CSV 檔案")
+    contents = await file.read(MAX_CSV_BYTES + 1)
+    if len(contents) > MAX_CSV_BYTES:
+        raise HTTPException(status_code=413, detail=f"CSV 檔案不可超過 {MAX_CSV_BYTES // (1024 * 1024)}MB")
+    if not contents.strip():
+        raise HTTPException(status_code=400, detail="CSV 不可為空")
+    try:
+        df = pd.read_csv(io.BytesIO(contents))
+    except Exception as e:
+        raise HTTPException(status_code=400, detail=f"CSV 讀取失敗: {str(e)}")
+    if df.empty:
+        raise HTTPException(status_code=400, detail="CSV 不可為空")
+    return df
+
+
+def filtered_csv_data(df, b_vals, a_vals, col_idx):
+    if col_idx < 0 or len(df.columns) <= col_idx:
+        raise HTTPException(status_code=400, detail="欄位索引超出範圍")
+    col_to_filter = df.columns[col_idx]
+    x_signal = pd.to_numeric(df[col_to_filter], errors="coerce")
+    if x_signal.isna().any():
+        raise HTTPException(status_code=400, detail=f"欄位 {col_to_filter} 含有非數值資料")
+    x_values = x_signal.to_numpy(dtype=float)
+    if not np.isfinite(x_values).all():
+        raise HTTPException(status_code=400, detail=f"欄位 {col_to_filter} 含有非有限數值")
+    y_signal = signal.lfilter(b_vals, a_vals, x_values)
+    return col_to_filter, x_values, y_signal
+
+
+def filter_preview_response(df, b_vals, a_vals, col_idx):
+    col_to_filter, x_signal, y_signal = filtered_csv_data(df, b_vals, a_vals, col_idx)
+    index, original, filtered, step = downsample_for_plot(df.index.to_numpy(), x_signal, y_signal)
+
+    return {
+        "index": index.tolist(),
+        "original": original.tolist(),
+        "filtered": filtered.tolist(),
+        "col_name": col_to_filter,
+        "total_points": int(len(df.index)),
+        "plot_points": int(len(index)),
+        "downsample_step": int(step),
+    }
+
+
+def filtered_csv_text(df, b_vals, a_vals, col_idx):
+    col_to_filter, _, y_signal = filtered_csv_data(df, b_vals, a_vals, col_idx)
+    df[f"{col_to_filter}_filtered"] = y_signal
+    csv_buffer = io.StringIO()
+    df.to_csv(csv_buffer, index=False)
+    return csv_buffer.getvalue()
+
diff --git a/dea/filter_design.py b/dea/filter_design.py
new file mode 100755
index 0000000..71e8fb3
--- /dev/null
+++ b/dea/filter_design.py
@@ -0,0 +1,92 @@
+import numpy as np
+from fastapi import HTTPException
+from scipy import signal
+
+from .schemas import DesignParams
+from .validation import normalize_coefficients, require_finite, validate_frequency
+
+
+def _normalize_dc_gain(b_values, a_values):
+    dc_gain = np.sum(b_values) / np.sum(a_values)
+    return b_values / dc_gain
+
+
+def design_coefficients(params: DesignParams):
+    fs_val = require_finite(params.fs, "fs")
+    f_type = params.filter_type
+
+    if f_type == "Lowpass (低通)":
+        validate_frequency("低通截止頻率", params.lp_fc, fs_val)
+        b_new, a_new = signal.butter(params.lp_order, params.lp_fc, btype="low", fs=fs_val)
+    elif f_type == "Highpass (高通)":
+        validate_frequency("高通截止頻率", params.hp_fc, fs_val)
+        b_new, a_new = signal.butter(params.hp_order, params.hp_fc, btype="high", fs=fs_val)
+    elif f_type == "Bandpass (帶通)":
+        f_low, f_high = params.bp_f_low, params.bp_f_high
+        validate_frequency("帶通下截止頻率", f_low, fs_val)
+        validate_frequency("帶通上截止頻率", f_high, fs_val)
+        if f_low >= f_high:
+            raise HTTPException(status_code=400, detail="帶通下截止頻率必須小於上截止頻率")
+        b_new, a_new = signal.butter(params.bp_order, [f_low, f_high], btype="bandpass", fs=fs_val)
+    elif f_type == "Notch (陷波器)":
+        validate_frequency("陷波中心頻率", params.notch_f0, fs_val)
+        b_new, a_new = signal.iirnotch(params.notch_f0, params.notch_q, fs=fs_val)
+    elif f_type == "1P1Z (一極一零)":
+        validate_frequency("1P1Z 零點頻率", params.opoz_fz, fs_val, below_nyquist=False)
+        validate_frequency("1P1Z 極點頻率", params.opoz_fp, fs_val, below_nyquist=False)
+        b_s = [1.0, 2 * np.pi * params.opoz_fz]
+        a_s = [1.0, 2 * np.pi * params.opoz_fp]
+        b_new, a_new = signal.bilinear(b_s, a_s, fs=fs_val)
+        b_new = _normalize_dc_gain(b_new, a_new)
+    elif f_type == "2P1Z (二極一零)":
+        validate_frequency("2P1Z 零點頻率", params.tp1z_fz, fs_val, below_nyquist=False)
+        validate_frequency("2P1Z 極點頻率 1", params.tp1z_fp1, fs_val, below_nyquist=False)
+        validate_frequency("2P1Z 極點頻率 2", params.tp1z_fp2, fs_val, below_nyquist=False)
+        w_z = 2 * np.pi * params.tp1z_fz
+        w_p1, w_p2 = 2 * np.pi * params.tp1z_fp1, 2 * np.pi * params.tp1z_fp2
+        b_s = [1.0, w_z]
+        a_s = [1.0, w_p1 + w_p2, w_p1 * w_p2]
+        b_new, a_new = signal.bilinear(b_s, a_s, fs=fs_val)
+        b_new = _normalize_dc_gain(b_new, a_new)
+    elif f_type == "2P2Z (二極二零)":
+        validate_frequency("2P2Z 極點頻率 1", params.tptz_fp1, fs_val, below_nyquist=False)
+        validate_frequency("2P2Z 極點頻率 2", params.tptz_fp2, fs_val, below_nyquist=False)
+        validate_frequency("2P2Z 零點頻率 1", params.tptz_fz1, fs_val, below_nyquist=False)
+        validate_frequency("2P2Z 零點頻率 2", params.tptz_fz2, fs_val, below_nyquist=False)
+        w_p1, w_p2 = 2 * np.pi * params.tptz_fp1, 2 * np.pi * params.tptz_fp2
+        w_z1, w_z2 = 2 * np.pi * params.tptz_fz1, 2 * np.pi * params.tptz_fz2
+        b_s = [1.0, w_z1 + w_z2, w_z1 * w_z2]
+        a_s = [1.0, w_p1 + w_p2, w_p1 * w_p2]
+        b_new, a_new = signal.bilinear(b_s, a_s, fs=fs_val)
+        b_new = _normalize_dc_gain(b_new, a_new)
+    elif f_type == "PID 控制器":
+        ki_term = params.pid_ki / (2.0 * fs_val)
+        kd_term = params.pid_kd * fs_val
+        b_new = [
+            params.pid_kp + ki_term + kd_term,
+            -params.pid_kp + ki_term - 2.0 * kd_term,
+            kd_term,
+        ]
+        a_new = [1.0, -1.0, 0.0]
+    elif f_type == "SOGI-Alpha (帶通)":
+        validate_frequency("SOGI 中心頻率", params.sogi_f0, fs_val)
+        w0 = 2 * np.pi * params.sogi_f0
+        b_s = [params.sogi_k * w0, 0.0]
+        a_s = [1.0, params.sogi_k * w0, w0**2]
+        b_new, a_new = signal.bilinear(b_s, a_s, fs=fs_val)
+    elif f_type == "SOGI-Beta (低通)":
+        validate_frequency("SOGI 中心頻率", params.sogi_f0, fs_val)
+        w0 = 2 * np.pi * params.sogi_f0
+        b_s = [params.sogi_k * (w0**2)]
+        a_s = [1.0, params.sogi_k * w0, w0**2]
+        b_new, a_new = signal.bilinear(b_s, a_s, fs=fs_val)
+    else:
+        raise HTTPException(status_code=400, detail="未知的濾波器類型")
+
+    return normalize_coefficients(b_new, a_new)
+
+
+def design_response(params: DesignParams):
+    b_arr, a_arr = design_coefficients(params)
+    return {"b": b_arr.tolist(), "a": a_arr.tolist()}
+
diff --git a/dea/schemas.py b/dea/schemas.py
new file mode 100755
index 0000000..5977015
--- /dev/null
+++ b/dea/schemas.py
@@ -0,0 +1,40 @@
+from typing import List
+
+from pydantic import BaseModel, Field
+
+from .config import MAX_COEFFICIENTS
+
+
+class DesignParams(BaseModel):
+    filter_type: str
+    fs: float = Field(gt=0)
+    lp_fc: float = Field(default=1000.0, gt=0)
+    lp_order: int = Field(default=1, ge=1, le=8)
+    hp_fc: float = Field(default=1000.0, gt=0)
+    hp_order: int = Field(default=1, ge=1, le=8)
+    bp_f_low: float = Field(default=500.0, gt=0)
+    bp_f_high: float = Field(default=2000.0, gt=0)
+    bp_order: int = Field(default=1, ge=1, le=8)
+    notch_f0: float = Field(default=120.0, gt=0)
+    notch_q: float = Field(default=1.0, gt=0)
+    opoz_fz: float = Field(default=15000.0, gt=0)
+    opoz_fp: float = Field(default=10.0, gt=0)
+    tp1z_fz: float = Field(default=200.0, gt=0)
+    tp1z_fp1: float = Field(default=10.0, gt=0)
+    tp1z_fp2: float = Field(default=5000.0, gt=0)
+    tptz_fz1: float = Field(default=200.0, gt=0)
+    tptz_fz2: float = Field(default=25000.0, gt=0)
+    tptz_fp1: float = Field(default=10.0, gt=0)
+    tptz_fp2: float = Field(default=5000.0, gt=0)
+    pid_kp: float = 0.003
+    pid_ki: float = 10.0
+    pid_kd: float = 0.000016
+    sogi_f0: float = Field(default=60.0, gt=0)
+    sogi_k: float = Field(default=1.414, gt=0)
+
+
+class BodeParams(BaseModel):
+    b: List[float] = Field(min_length=1, max_length=MAX_COEFFICIENTS)
+    a: List[float] = Field(min_length=1, max_length=MAX_COEFFICIENTS)
+    fs: float = Field(gt=0)
+
diff --git a/dea/security.py b/dea/security.py
new file mode 100755
index 0000000..a76f2ad
--- /dev/null
+++ b/dea/security.py
@@ -0,0 +1,46 @@
+import ipaddress
+
+from fastapi.responses import JSONResponse
+
+SECURITY_HEADERS = {
+    "Content-Security-Policy": (
+        "default-src 'self'; "
+        "script-src 'self' https://cdn.plot.ly; "
+        "style-src 'self' 'unsafe-inline'; "
+        "img-src 'self' data:; "
+        "connect-src 'self'; "
+        "font-src 'self' data:; "
+        "object-src 'none'; "
+        "base-uri 'self'; "
+        "frame-ancestors 'none'"
+    ),
+    "Referrer-Policy": "no-referrer",
+    "X-Content-Type-Options": "nosniff",
+    "X-Frame-Options": "DENY",
+}
+
+
+def add_security_headers(response):
+    for key, value in SECURITY_HEADERS.items():
+        response.headers[key] = value
+    return response
+
+
+def is_lan_or_loopback(host):
+    if not host:
+        return True
+    try:
+        ip_obj = ipaddress.ip_address(host)
+    except ValueError:
+        return True
+    return ip_obj.is_private or ip_obj.is_loopback
+
+
+def lan_denied_response():
+    return add_security_headers(
+        JSONResponse(
+            status_code=403,
+            content={"detail": "Access Denied: Only LAN connections are allowed."},
+        )
+    )
+
diff --git a/dea/validation.py b/dea/validation.py
new file mode 100755
index 0000000..6d2c2c9
--- /dev/null
+++ b/dea/validation.py
@@ -0,0 +1,50 @@
+import numpy as np
+from fastapi import HTTPException
+
+from .config import MAX_COEFFICIENTS, NYQUIST_MARGIN
+
+
+def require_finite(value, name):
+    if not np.isfinite(value):
+        raise HTTPException(status_code=400, detail=f"{name} 必須是有限數值")
+    return float(value)
+
+
+def validate_frequency(name, value, fs, *, below_nyquist=True):
+    value = require_finite(value, name)
+    if value <= 0:
+        raise HTTPException(status_code=400, detail=f"{name} 必須大於 0")
+    if below_nyquist and value >= (fs / 2) * NYQUIST_MARGIN:
+        raise HTTPException(status_code=400, detail=f"{name} 必須小於 Nyquist 頻率 ({fs / 2:g} Hz)")
+    return value
+
+
+def parse_coefficients(raw, name):
+    try:
+        values = [float(x.strip()) for x in raw.replace(",", " ").split() if x.strip()]
+    except ValueError:
+        raise HTTPException(status_code=400, detail=f"{name} 係數格式錯誤")
+    return validate_coefficients(values, name)
+
+
+def validate_coefficients(values, name):
+    if len(values) == 0:
+        raise HTTPException(status_code=400, detail=f"{name} 係數不可為空")
+    if len(values) > MAX_COEFFICIENTS:
+        raise HTTPException(status_code=400, detail=f"{name} 係數最多 {MAX_COEFFICIENTS} 個")
+    coeffs = np.asarray(values, dtype=float)
+    if not np.all(np.isfinite(coeffs)):
+        raise HTTPException(status_code=400, detail=f"{name} 係數必須都是有限數值")
+    if name == "a" and np.isclose(coeffs[0], 0.0):
+        raise HTTPException(status_code=400, detail="a[0] 不可為 0")
+    return coeffs
+
+
+def normalize_coefficients(b_values, a_values):
+    b_arr = validate_coefficients(b_values, "b")
+    a_arr = validate_coefficients(a_values, "a")
+    if not np.isclose(a_arr[0], 1.0):
+        b_arr = b_arr / a_arr[0]
+        a_arr = a_arr / a_arr[0]
+    return b_arr, a_arr
+
diff --git a/dea_api.py b/dea_api.py
index 3175b39..560f733 100755
--- a/dea_api.py
+++ b/dea_api.py
@@ -1,335 +1,115 @@
-import numpy as np
-import pandas as pd
-from scipy import signal
-from fastapi import FastAPI, File, UploadFile, Form, HTTPException, Request
+from fastapi import FastAPI, File, Form, HTTPException, Request, UploadFile
+from fastapi.responses import RedirectResponse, StreamingResponse
 from fastapi.staticfiles import StaticFiles
-from pydantic import BaseModel, Field
-from typing import List
-import io
-from fastapi.responses import StreamingResponse, RedirectResponse, JSONResponse
-import ipaddress
+
+from dea.bode import calculate_bode_response
+from dea.config import (
+    BODE_MAX_MULTIPLIER,
+    BODE_POINTS,
+    MAX_COEFFICIENTS,
+    MAX_CSV_BYTES,
+    MAX_PLOT_POINTS,
+    NYQUIST_MARGIN,
+)
+from dea.csv_processing import (
+    downsample_for_plot,
+    filter_preview_response,
+    filtered_csv_data,
+    filtered_csv_text,
+    read_csv_upload,
+)
+from dea.filter_design import design_response
+from dea.schemas import BodeParams, DesignParams
+from dea.security import (
+    SECURITY_HEADERS,
+    add_security_headers,
+    is_lan_or_loopback,
+    lan_denied_response,
+)
+from dea.validation import (
+    normalize_coefficients,
+    parse_coefficients,
+    require_finite,
+    validate_coefficients,
+    validate_frequency,
+)
 
 app = FastAPI(title="Difference Equation Analyzer API")
 
-MAX_COEFFICIENTS = 64
-MAX_CSV_BYTES = 32 * 1024 * 1024
-MAX_PLOT_POINTS = 5000
-BODE_POINTS = 500
-BODE_MAX_MULTIPLIER = 3.162
-NYQUIST_MARGIN = 0.999999
-SECURITY_HEADERS = {
-    "Content-Security-Policy": (
-        "default-src 'self'; "
-        "script-src 'self' https://cdn.plot.ly; "
-        "style-src 'self' 'unsafe-inline'; "
-        "img-src 'self' data:; "
-        "connect-src 'self'; "
-        "font-src 'self' data:; "
-        "object-src 'none'; "
-        "base-uri 'self'; "
-        "frame-ancestors 'none'"
-    ),
-    "Referrer-Policy": "no-referrer",
-    "X-Content-Type-Options": "nosniff",
-    "X-Frame-Options": "DENY",
-}
-
-def add_security_headers(response):
-    for key, value in SECURITY_HEADERS.items():
-        response.headers[key] = value
-    return response
 
 @app.middleware("http")
 async def restrict_to_lan(request: Request, call_next):
-    client_ip = request.client.host
-    if client_ip:
-        try:
-            ip_obj = ipaddress.ip_address(client_ip)
-            if not (ip_obj.is_private or ip_obj.is_loopback):
-                return add_security_headers(JSONResponse(status_code=403, content={"detail": "Access Denied: Only LAN connections are allowed."}))
-        except ValueError:
-            pass
+    client_ip = request.client.host if request.client else None
+    if not is_lan_or_loopback(client_ip):
+        return lan_denied_response()
     response = await call_next(request)
     return add_security_headers(response)
 
+
 # 掛載靜態網頁檔案，將預設首頁導向到 /ui/
 app.mount("/ui", StaticFiles(directory="static", html=True), name="static")
 
+
 @app.get("/")
 def redirect_to_ui():
     return RedirectResponse(url="/ui/")
 
-class DesignParams(BaseModel):
-    filter_type: str
-    fs: float = Field(gt=0)
-    lp_fc: float = Field(default=1000.0, gt=0)
-    lp_order: int = Field(default=1, ge=1, le=8)
-    hp_fc: float = Field(default=1000.0, gt=0)
-    hp_order: int = Field(default=1, ge=1, le=8)
-    bp_f_low: float = Field(default=500.0, gt=0)
-    bp_f_high: float = Field(default=2000.0, gt=0)
-    bp_order: int = Field(default=1, ge=1, le=8)
-    notch_f0: float = Field(default=120.0, gt=0)
-    notch_q: float = Field(default=1.0, gt=0)
-    opoz_fz: float = Field(default=15000.0, gt=0)
-    opoz_fp: float = Field(default=10.0, gt=0)
-    tp1z_fz: float = Field(default=200.0, gt=0)
-    tp1z_fp1: float = Field(default=10.0, gt=0)
-    tp1z_fp2: float = Field(default=5000.0, gt=0)
-    tptz_fz1: float = Field(default=200.0, gt=0)
-    tptz_fz2: float = Field(default=25000.0, gt=0)
-    tptz_fp1: float = Field(default=10.0, gt=0)
-    tptz_fp2: float = Field(default=5000.0, gt=0)
-    pid_kp: float = 0.003
-    pid_ki: float = 10.0
-    pid_kd: float = 0.000016
-    sogi_f0: float = Field(default=60.0, gt=0)
-    sogi_k: float = Field(default=1.414, gt=0)
-
-class BodeParams(BaseModel):
-    b: List[float] = Field(min_length=1, max_length=MAX_COEFFICIENTS)
-    a: List[float] = Field(min_length=1, max_length=MAX_COEFFICIENTS)
-    fs: float = Field(gt=0)
-
-def require_finite(value, name):
-    if not np.isfinite(value):
-        raise HTTPException(status_code=400, detail=f"{name} 必須是有限數值")
-    return float(value)
-
-def validate_frequency(name, value, fs, *, below_nyquist=True):
-    value = require_finite(value, name)
-    if value <= 0:
-        raise HTTPException(status_code=400, detail=f"{name} 必須大於 0")
-    if below_nyquist and value >= (fs / 2) * NYQUIST_MARGIN:
-        raise HTTPException(status_code=400, detail=f"{name} 必須小於 Nyquist 頻率 ({fs / 2:g} Hz)")
-    return value
-
-def parse_coefficients(raw, name):
-    try:
-        values = [float(x.strip()) for x in raw.replace(',', ' ').split() if x.strip()]
-    except ValueError:
-        raise HTTPException(status_code=400, detail=f"{name} 係數格式錯誤")
-    return validate_coefficients(values, name)
-
-def validate_coefficients(values, name):
-    if len(values) == 0:
-        raise HTTPException(status_code=400, detail=f"{name} 係數不可為空")
-    if len(values) > MAX_COEFFICIENTS:
-        raise HTTPException(status_code=400, detail=f"{name} 係數最多 {MAX_COEFFICIENTS} 個")
-    coeffs = np.asarray(values, dtype=float)
-    if not np.all(np.isfinite(coeffs)):
-        raise HTTPException(status_code=400, detail=f"{name} 係數必須都是有限數值")
-    if name == "a" and np.isclose(coeffs[0], 0.0):
-        raise HTTPException(status_code=400, detail="a[0] 不可為 0")
-    return coeffs
-
-def normalize_coefficients(b_values, a_values):
-    b_arr = validate_coefficients(b_values, "b")
-    a_arr = validate_coefficients(a_values, "a")
-    if not np.isclose(a_arr[0], 1.0):
-        b_arr = b_arr / a_arr[0]
-        a_arr = a_arr / a_arr[0]
-    return b_arr, a_arr
-
-def downsample_for_plot(index, original, filtered):
-    total = len(index)
-    if total <= MAX_PLOT_POINTS:
-        return index, original, filtered, 1
-    step = int(np.ceil(total / MAX_PLOT_POINTS))
-    return index[::step], original[::step], filtered[::step], step
-
-async def read_csv_upload(file):
-    filename = (file.filename or "").lower()
-    if filename and not filename.endswith(".csv"):
-        raise HTTPException(status_code=400, detail="請上傳 CSV 檔案")
-    contents = await file.read(MAX_CSV_BYTES + 1)
-    if len(contents) > MAX_CSV_BYTES:
-        raise HTTPException(status_code=413, detail=f"CSV 檔案不可超過 {MAX_CSV_BYTES // (1024 * 1024)}MB")
-    if not contents.strip():
-        raise HTTPException(status_code=400, detail="CSV 不可為空")
-    try:
-        df = pd.read_csv(io.BytesIO(contents))
-    except Exception as e:
-        raise HTTPException(status_code=400, detail=f"CSV 讀取失敗: {str(e)}")
-    if df.empty:
-        raise HTTPException(status_code=400, detail="CSV 不可為空")
-    return df
-
-def filtered_csv_data(df, b_vals, a_vals, col_idx):
-    if col_idx < 0 or len(df.columns) <= col_idx:
-        raise HTTPException(status_code=400, detail="欄位索引超出範圍")
-    col_to_filter = df.columns[col_idx]
-    x_signal = pd.to_numeric(df[col_to_filter], errors="coerce")
-    if x_signal.isna().any():
-        raise HTTPException(status_code=400, detail=f"欄位 {col_to_filter} 含有非數值資料")
-    x_values = x_signal.to_numpy(dtype=float)
-    if not np.isfinite(x_values).all():
-        raise HTTPException(status_code=400, detail=f"欄位 {col_to_filter} 含有非有限數值")
-    y_signal = signal.lfilter(b_vals, a_vals, x_values)
-    return col_to_filter, x_values, y_signal
 
 @app.post("/api/design")
 def design_filter(params: DesignParams):
-    fs_val = require_finite(params.fs, "fs")
-    f_type = params.filter_type
-    
     try:
-        if f_type == "Lowpass (低通)":
-            validate_frequency("低通截止頻率", params.lp_fc, fs_val)
-            b_new, a_new = signal.butter(params.lp_order, params.lp_fc, btype='low', fs=fs_val)
-        elif f_type == "Highpass (高通)":
-            validate_frequency("高通截止頻率", params.hp_fc, fs_val)
-            b_new, a_new = signal.butter(params.hp_order, params.hp_fc, btype='high', fs=fs_val)
-        elif f_type == "Bandpass (帶通)":
-            f_low, f_high = params.bp_f_low, params.bp_f_high
-            validate_frequency("帶通下截止頻率", f_low, fs_val)
-            validate_frequency("帶通上截止頻率", f_high, fs_val)
-            if f_low >= f_high:
-                raise HTTPException(status_code=400, detail="帶通下截止頻率必須小於上截止頻率")
-            b_new, a_new = signal.butter(params.bp_order, [f_low, f_high], btype='bandpass', fs=fs_val)
-        elif f_type == "Notch (陷波器)":
-            validate_frequency("陷波中心頻率", params.notch_f0, fs_val)
-            b_new, a_new = signal.iirnotch(params.notch_f0, params.notch_q, fs=fs_val)
-        elif f_type == "1P1Z (一極一零)":
-            validate_frequency("1P1Z 零點頻率", params.opoz_fz, fs_val, below_nyquist=False)
-            validate_frequency("1P1Z 極點頻率", params.opoz_fp, fs_val, below_nyquist=False)
-            b_s = [1.0, 2 * np.pi * params.opoz_fz]
-            a_s = [1.0, 2 * np.pi * params.opoz_fp]
-            b_new, a_new = signal.bilinear(b_s, a_s, fs=fs_val)
-            dc_gain = np.sum(b_new) / np.sum(a_new)
-            b_new = b_new / dc_gain
-        elif f_type == "2P1Z (二極一零)":
-            validate_frequency("2P1Z 零點頻率", params.tp1z_fz, fs_val, below_nyquist=False)
-            validate_frequency("2P1Z 極點頻率 1", params.tp1z_fp1, fs_val, below_nyquist=False)
-            validate_frequency("2P1Z 極點頻率 2", params.tp1z_fp2, fs_val, below_nyquist=False)
-            w_z = 2 * np.pi * params.tp1z_fz
-            w_p1, w_p2 = 2 * np.pi * params.tp1z_fp1, 2 * np.pi * params.tp1z_fp2
-            b_s = [1.0, w_z]
-            a_s = [1.0, w_p1 + w_p2, w_p1 * w_p2]
-            b_new, a_new = signal.bilinear(b_s, a_s, fs=fs_val)
-            dc_gain = np.sum(b_new) / np.sum(a_new)
-            b_new = b_new / dc_gain
-        elif f_type == "2P2Z (二極二零)":
-            validate_frequency("2P2Z 極點頻率 1", params.tptz_fp1, fs_val, below_nyquist=False)
-            validate_frequency("2P2Z 極點頻率 2", params.tptz_fp2, fs_val, below_nyquist=False)
-            validate_frequency("2P2Z 零點頻率 1", params.tptz_fz1, fs_val, below_nyquist=False)
-            validate_frequency("2P2Z 零點頻率 2", params.tptz_fz2, fs_val, below_nyquist=False)
-            w_p1, w_p2 = 2 * np.pi * params.tptz_fp1, 2 * np.pi * params.tptz_fp2
-            w_z1, w_z2 = 2 * np.pi * params.tptz_fz1, 2 * np.pi * params.tptz_fz2
-            b_s = [1.0, w_z1 + w_z2, w_z1 * w_z2]
-            a_s = [1.0, w_p1 + w_p2, w_p1 * w_p2]
-            b_new, a_new = signal.bilinear(b_s, a_s, fs=fs_val)
-            dc_gain = np.sum(b_new) / np.sum(a_new)
-            b_new = b_new / dc_gain
-        elif f_type == "PID 控制器":
-            ki_term = params.pid_ki / (2.0 * fs_val)
-            kd_term = params.pid_kd * fs_val
-            b0 = params.pid_kp + ki_term + kd_term
-            b1 = -params.pid_kp + ki_term - 2.0 * kd_term
-            b2 = kd_term
-            b_new = [b0, b1, b2]
-            a_new = [1.0, -1.0, 0.0]
-        elif f_type == "SOGI-Alpha (帶通)":
-            validate_frequency("SOGI 中心頻率", params.sogi_f0, fs_val)
-            w0 = 2 * np.pi * params.sogi_f0
-            b_s = [params.sogi_k * w0, 0.0]
-            a_s = [1.0, params.sogi_k * w0, w0**2]
-            b_new, a_new = signal.bilinear(b_s, a_s, fs=fs_val)
-        elif f_type == "SOGI-Beta (低通)":
-            validate_frequency("SOGI 中心頻率", params.sogi_f0, fs_val)
-            w0 = 2 * np.pi * params.sogi_f0
-            b_s = [params.sogi_k * (w0**2)]
-            a_s = [1.0, params.sogi_k * w0, w0**2]
-            b_new, a_new = signal.bilinear(b_s, a_s, fs=fs_val)
-        else:
-            raise HTTPException(status_code=400, detail="未知的濾波器類型")
-
-        b_arr, a_arr = normalize_coefficients(b_new, a_new)
-            
-        return {"b": b_arr.tolist(), "a": a_arr.tolist()}
+        return design_response(params)
     except HTTPException:
         raise
     except Exception as e:
         raise HTTPException(status_code=400, detail=str(e))
 
+
 @app.post("/api/bode")
 def calculate_bode(params: BodeParams):
     try:
-        fs_val = require_finite(params.fs, "fs")
-        b_vals = validate_coefficients(params.b, "b")
-        a_vals = validate_coefficients(params.a, "a")
-        f_min = params.fs / 50000.0
-        f_max = params.fs * BODE_MAX_MULTIPLIER  # 修復為 Legacy 版本的顯示範圍上限 (原為 params.fs)
-        f_eval = np.logspace(np.log10(f_min), np.log10(f_max), BODE_POINTS)
-        
-        # WorN determines frequencies to evaluate at
-        w, h = signal.freqz(b_vals, a_vals, worN=f_eval, fs=fs_val)
-        
-        mag = 20 * np.log10(np.abs(h) + 1e-12)
-        phase = np.angle(h, deg=True)
-        
-        return {
-            "freq": f_eval.tolist(),
-            "mag": mag.tolist(),
-            "phase": phase.tolist()
-        }
+        return calculate_bode_response(params)
     except HTTPException:
         raise
     except Exception as e:
         raise HTTPException(status_code=400, detail=str(e))
 
+
 @app.post("/api/filter")
 async def filter_csv(
     file: UploadFile = File(...),
     b: str = Form(...),
     a: str = Form(...),
-    col_idx: int = Form(0)
+    col_idx: int = Form(0),
 ):
     try:
         b_vals = parse_coefficients(b, "b")
         a_vals = parse_coefficients(a, "a")
         df = await read_csv_upload(file)
-        col_to_filter, x_signal, y_signal = filtered_csv_data(df, b_vals, a_vals, col_idx)
-        index, original, filtered, step = downsample_for_plot(df.index.to_numpy(), x_signal, y_signal)
-
-        return {
-            "index": index.tolist(),
-            "original": original.tolist(),
-            "filtered": filtered.tolist(),
-            "col_name": col_to_filter,
-            "total_points": int(len(df.index)),
-            "plot_points": int(len(index)),
-            "downsample_step": int(step)
-        }
+        return filter_preview_response(df, b_vals, a_vals, col_idx)
     except HTTPException:
         raise
     except Exception as e:
         raise HTTPException(status_code=400, detail=f"CSV處理失敗: {str(e)}")
 
+
 @app.post("/api/filter/download")
 async def filter_csv_download(
     file: UploadFile = File(...),
     b: str = Form(...),
     a: str = Form(...),
-    col_idx: int = Form(0)
+    col_idx: int = Form(0),
 ):
-    # 此端點專為產生包含輸出結果的 CSV 檔供下載
     try:
         b_vals = parse_coefficients(b, "b")
         a_vals = parse_coefficients(a, "a")
         df = await read_csv_upload(file)
-        col_to_filter, x_signal, y_signal = filtered_csv_data(df, b_vals, a_vals, col_idx)
-        
-        output_col_name = f"{col_to_filter}_filtered"
-        df[output_col_name] = y_signal
-        
-        csv_buffer = io.StringIO()
-        df.to_csv(csv_buffer, index=False)
-        
+        csv_text = filtered_csv_text(df, b_vals, a_vals, col_idx)
+
         return StreamingResponse(
-            iter([csv_buffer.getvalue()]),
+            iter([csv_text]),
             media_type="text/csv",
-            headers={"Content-Disposition": "attachment; filename=filtered_output.csv"}
+            headers={"Content-Disposition": "attachment; filename=filtered_output.csv"},
         )
     except HTTPException:
         raise
diff --git a/src/App.vue b/src/App.vue
index faea40c..fd84c8e 100644
--- a/src/App.vue
+++ b/src/App.vue
@@ -12,7 +12,7 @@
                 <!-- 模式切換按鈕 -->
                 <button @click="toggleDarkMode"
                     class="p-2 rounded-lg bg-slate-100 dark:bg-gray-800 hover:bg-slate-200 dark:hover:bg-gray-700 transition-colors shadow-sm">
-                    <svg v-if="isDarkMode" class="w-5 h-5 text-yellow-400" fill="currentColor" viewBox="0 0 20 20">
+                    <svg v-if="isDarkMode" class="w-5 h-5 role-theme-icon" fill="currentColor" viewBox="0 0 20 20">
                         <path d="M10 12a2 2 0 100-4 2 2 0 000 4z" />
                         <path fill-rule="evenodd"
                             d="M10 18a8 8 0 100-16 8 8 0 000 16zm1-13a1 1 0 10-2 0 1 1 0 002 0zM2 10a1 1 0 011-1h1a1 1 0 110 2H3a1 1 0 01-1-1zm14 0a1 1 0 011-1h1a1 1 0 110 2h-1a1 1 0 01-1-1zM5.05 5.05a1 1 0 011.414 0l.707.707a1 1 0 11-1.414 1.414l-.707-.707a1 1 0 010-1.414zm9.9 9.9a1 1 0 011.414 0l.707.707a1 1 0 11-1.414 1.414l-.707-.707a1 1 0 010-1.414zM5.05 14.95a1 1 0 010-1.414l.707-.707a1 1 0 011.414 1.414l-.707.707a1 1 0 01-1.414 0zm9.9-9.9a1 1 0 010-1.414l.707-.707a1 1 0 011.414 1.414l-.707.707a1 1 0 01-1.414 0z"
@@ -28,7 +28,7 @@
         <div
             class="lg:hidden flex border-b border-slate-200 dark:border-gray-800 bg-white dark:bg-dark z-10 flex-shrink-0">
             <button @click="mobileTab = 'settings'" :class="mobileTab === 'settings'
-                    ? 'border-b-2 border-blue-500 text-blue-600 dark:text-blue-400 bg-blue-50 dark:bg-blue-900/20'
+                    ? 'border-b-2 role-border-primary role-text-primary role-bg-primary-soft'
                     : 'text-slate-500 dark:text-gray-400 hover:text-slate-700 dark:hover:text-gray-200'"
                 class="flex-1 flex items-center justify-center gap-2 py-3 text-sm font-semibold transition-colors">
                 <svg class="w-4 h-4" fill="none" stroke="currentColor" viewBox="0 0 24 24">
@@ -41,7 +41,7 @@
                 設定
             </button>
             <button @click="mobileTab = 'chart'" :class="mobileTab === 'chart'
-                    ? 'border-b-2 border-emerald-500 text-emerald-600 dark:text-emerald-400 bg-emerald-50 dark:bg-emerald-900/20'
+                    ? 'border-b-2 role-border-primary role-text-primary role-bg-primary-soft'
                     : 'text-slate-500 dark:text-gray-400 hover:text-slate-700 dark:hover:text-gray-200'"
                 class="flex-1 flex items-center justify-center gap-2 py-3 text-sm font-semibold transition-colors">
                 <svg class="w-4 h-4" fill="none" stroke="currentColor" viewBox="0 0 24 24">
@@ -50,7 +50,7 @@
                     </path>
                 </svg>
                 圖表
-                <span v-if="loadingBode" class="w-2 h-2 rounded-full bg-blue-500 animate-ping"></span>
+                <span v-if="loadingBode" class="w-2 h-2 rounded-full role-dot-primary animate-ping"></span>
             </button>
         </div>
         <div class="flex flex-col lg:flex-row flex-1 overflow-hidden">
@@ -73,10 +73,10 @@
                             濾波器設計
                         </div>
                         <button @click="resetFilterParams"
-                            class="text-[10px] font-bold bg-amber-100 dark:bg-amber-900/30 text-amber-700 dark:text-amber-300 hover:bg-amber-200 dark:hover:bg-amber-800/50 px-2 py-1 rounded transition-colors uppercase">重設設計</button>
+                            class="text-[10px] font-bold role-bg-warning-soft role-text-warning role-hover-warning-soft px-2 py-1 rounded transition-colors uppercase">重設設計</button>
                     </h2>
                     <select v-model="filterType" @change="onFilterTypeChange"
-                        class="w-full bg-slate-50 dark:bg-gray-800 border border-slate-200 dark:border-gray-700 rounded-lg p-3 text-base focus:border-blue-500 focus:ring-1 focus:ring-blue-500 outline-none transition-all mb-3 text-slate-900 dark:text-gray-100 truncate">
+                        class="w-full bg-slate-50 dark:bg-gray-800 border border-slate-200 dark:border-gray-700 rounded-lg p-3 text-base role-focus-primary focus:ring-1 role-focus-ring-primary outline-none transition-all mb-3 text-slate-900 dark:text-gray-100 truncate">
                         <option v-for="opt in filterOptions" :key="opt" :value="opt">{{ opt }}</option>
                     </select>
 
@@ -86,16 +86,16 @@
                         <!-- Lowpass / Highpass -->
                         <div v-if="['Lowpass (低通)', 'Highpass (高通)'].includes(filterType)">
                             <label class="text-sm text-slate-500 dark:text-gray-400 flex justify-between mb-1"><span>截止頻率
-                                    f_c (Hz)</span><span class="text-emerald-600 dark:text-emerald-400">{{
+                                    f_c (Hz)</span><span class="role-text-primary">{{
                                     formatK(params.fc) }}</span></label>
                             <input type="range" v-model.number="params.fc" @input="debouncedApply" :min="1" :max="fs/2"
-                                class="w-full accent-blue-500 mb-2">
+                                class="w-full role-range-primary mb-2">
                             <input type="number" v-model.number="params.fc" @change="applyFilterDesign"
-                                class="w-full bg-white dark:bg-gray-800 border border-slate-200 dark:border-gray-700 rounded p-3 text-base focus:border-blue-500 outline-none text-slate-900 dark:text-gray-100">
+                                class="w-full bg-white dark:bg-gray-800 border border-slate-200 dark:border-gray-700 rounded p-3 text-base role-focus-primary outline-none text-slate-900 dark:text-gray-100">
                             <label class="text-sm text-slate-500 dark:text-gray-400 mt-3 mb-2 block">階數 Order</label>
                             <div class="flex gap-2">
                                 <button v-for="o in [1,2,3]" :key="o" @click="params.order = o; applyFilterDesign()"
-                                    :class="params.order === o ? 'bg-blue-600 text-white border-blue-500' : 'bg-slate-200 dark:bg-gray-800 text-slate-600 dark:text-gray-400 border-slate-300 dark:border-gray-700'"
+                                    :class="params.order === o ? 'role-bg-primary role-text-on-fill role-border-primary' : 'bg-slate-200 dark:bg-gray-800 text-slate-600 dark:text-gray-400 border-slate-300 dark:border-gray-700'"
                                     class="flex-1 rounded py-2.5 text-base font-medium border transition-colors">{{ o
                                     }}</button>
                             </div>
@@ -103,19 +103,19 @@
                         <!-- Bandpass -->
                         <div v-if="filterType === 'Bandpass (帶通)'">
                             <label class="text-sm text-slate-500 dark:text-gray-400 flex justify-between mb-1"><span>下截止頻率
-                                    f_low (Hz)</span><span class="text-emerald-600 dark:text-emerald-400">{{
+                                    f_low (Hz)</span><span class="role-text-primary">{{
                                     formatK(params.bp_f_low) }}</span></label>
                             <input type="number" v-model.number="params.bp_f_low" @change="applyFilterDesign"
                                 class="w-full bg-white dark:bg-gray-800 border border-slate-200 dark:border-gray-700 rounded p-3 text-base mb-2 text-slate-900 dark:text-gray-100">
                             <label class="text-sm text-slate-500 dark:text-gray-400 flex justify-between mb-1"><span>上截止頻率
-                                    f_high (Hz)</span><span class="text-emerald-600 dark:text-emerald-400">{{
+                                    f_high (Hz)</span><span class="role-text-primary">{{
                                     formatK(params.bp_f_high) }}</span></label>
                             <input type="number" v-model.number="params.bp_f_high" @change="applyFilterDesign"
                                 class="w-full bg-white dark:bg-gray-800 border border-slate-200 dark:border-gray-700 rounded p-3 text-base mb-2 text-slate-900 dark:text-gray-100">
                             <label class="text-sm text-slate-500 dark:text-gray-400 mt-2 mb-2 block">階數 Order</label>
                             <div class="flex gap-2">
                                 <button v-for="o in [1,2,3]" :key="o" @click="params.bp_order = o; applyFilterDesign()"
-                                    :class="params.bp_order === o ? 'bg-blue-600 text-white border-blue-500' : 'bg-slate-200 dark:bg-gray-800 text-slate-600 dark:text-gray-400 border-slate-300 dark:border-gray-700'"
+                                    :class="params.bp_order === o ? 'role-bg-primary role-text-on-fill role-border-primary' : 'bg-slate-200 dark:bg-gray-800 text-slate-600 dark:text-gray-400 border-slate-300 dark:border-gray-700'"
                                     class="flex-1 rounded py-1.5 text-sm border transition-colors">{{ o }}</button>
                             </div>
                         </div>
@@ -195,7 +195,7 @@
                                     }}</label>
                                 <input type="number" v-model.number="params[k.key]" @change="applyFilterDesign"
                                     step="0.0001"
-                                    class="w-full bg-white dark:bg-gray-800 border border-slate-200 dark:border-gray-700 rounded p-3 text-base focus:border-blue-500 outline-none text-slate-900 dark:text-gray-100">
+                                    class="w-full bg-white dark:bg-gray-800 border border-slate-200 dark:border-gray-700 rounded p-3 text-base role-focus-primary outline-none text-slate-900 dark:text-gray-100">
                             </div>
                         </div>
                         <!-- SOGI -->
@@ -214,7 +214,7 @@
                         </div>
                         <!-- 提示資訊 -->
                         <div
-                            class="bg-blue-100 dark:bg-blue-900/30 border border-blue-200 dark:border-blue-800/50 rounded-lg p-3 text-sm text-blue-700 dark:text-blue-300 mt-2">
+                            class="role-bg-primary-soft border role-border-primary-soft rounded-lg p-3 text-sm role-text-primary mt-2">
                             調整上方參數會自動覆寫 a, b 係數。你也可以隨時手動修改下方係數進行微調。
                         </div>
                     </div>
@@ -237,18 +237,18 @@
                         <div>
                             <label class="text-sm text-slate-500 dark:text-gray-400 flex justify-between mb-1"><span>取樣頻率
                                     fs
-                                    (Hz)</span><span class="text-emerald-600 dark:text-emerald-400">{{ formatK(fs)
+                                    (Hz)</span><span class="role-text-primary">{{ formatK(fs)
                                     }}</span></label>
                             <input type="number" v-model.number="fs" @input="debouncedApply" @keydown="onlyNumberKey"
-                                class="w-full bg-white dark:bg-gray-800 border border-slate-200 dark:border-gray-700 rounded-lg p-3 text-base focus:border-blue-500 outline-none transition-all text-slate-900 dark:text-gray-100">
+                                class="w-full bg-white dark:bg-gray-800 border border-slate-200 dark:border-gray-700 rounded-lg p-3 text-base role-focus-primary outline-none transition-all text-slate-900 dark:text-gray-100">
                         </div>
                         <div>
                             <label class="text-sm text-slate-500 dark:text-gray-400 flex justify-between mb-1"><span>系統增益
-                                    K (System Gain)</span><span class="text-blue-600 dark:text-blue-400">{{ systemGain
+                                    K (System Gain)</span><span class="role-text-primary">{{ systemGain
                                     }}x</span></label>
                             <input type="number" v-model.number="systemGain" @input="onGainChange" step="0.1"
                                 @keydown="onlyNumberKey"
-                                class="w-full bg-white dark:bg-gray-800 border border-slate-200 dark:border-gray-700 rounded-lg p-3 text-base focus:border-blue-500 outline-none transition-all text-slate-900 dark:text-gray-100">
+                                class="w-full bg-white dark:bg-gray-800 border border-slate-200 dark:border-gray-700 rounded-lg p-3 text-base role-focus-primary outline-none transition-all text-slate-900 dark:text-gray-100">
                         </div>
                     </div>
                 </section>
@@ -275,15 +275,15 @@
                         <!-- b 係數標記顯示 -->
                         <div class="flex flex-wrap gap-1 mb-2">
                             <div v-for="item in floatingCoeffs.b" :key="item.label"
-                                class="bg-blue-50 dark:bg-blue-900/30 px-1.5 py-0.5 rounded border border-blue-100 dark:border-blue-800/20 flex gap-1 items-center">
-                                <span class="text-[9px] text-blue-500 font-bold">{{ item.label }}:</span>
-                                <span class="text-[10px] font-mono text-blue-800 dark:text-blue-300">{{ item.val
+                                class="role-bg-primary-soft px-1.5 py-0.5 rounded border role-border-primary-soft flex gap-1 items-center">
+                                <span class="text-[9px] role-text-primary-muted font-bold">{{ item.label }}:</span>
+                                <span class="text-[10px] font-mono role-text-primary">{{ item.val
                                     }}</span>
                             </div>
                         </div>
                         <textarea v-model="b_str" @input="debouncedUpdateFromText('b')" @keydown="onlyNumberKey"
                             rows="2"
-                            class="w-full bg-slate-50 dark:bg-gray-900 border border-slate-200 dark:border-gray-700 rounded-lg p-3 text-sm focus:border-blue-500 outline-none font-mono resize-none leading-relaxed text-blue-700 dark:text-blue-300"></textarea>
+                            class="w-full bg-slate-50 dark:bg-gray-900 border border-slate-200 dark:border-gray-700 rounded-lg p-3 text-sm role-focus-primary outline-none font-mono resize-none leading-relaxed role-text-primary"></textarea>
                     </div>
                     <!-- b 係數倍率微調 -->
                     <details :open="activeCoeffAdjustment === 'bScale'"
@@ -295,7 +295,7 @@
                             <div class="flex items-center gap-2 mb-2 mt-1">
                                 <span class="text-xs text-slate-400 dark:text-gray-500">靈敏度:</span>
                                 <button v-for="s in ['1%','2x','10x']" :key="s" @click="sense_b = s"
-                                    :class="sense_b === s ? 'bg-blue-600 text-white' : 'bg-slate-200 dark:bg-gray-800 text-slate-500 dark:text-gray-400'"
+                                    :class="sense_b === s ? 'role-bg-primary role-text-on-fill' : 'bg-slate-200 dark:bg-gray-800 text-slate-500 dark:text-gray-400'"
                                     class="btn-small px-3 py-1.5 rounded text-xs font-medium border border-slate-300 dark:border-gray-700">{{
                                     s }}</button>
                             </div>
@@ -304,11 +304,11 @@
                                     <label class="text-xs text-slate-400 dark:text-gray-500 flex justify-between mt-1">
                                         <span>b{{ i-1 }} (基準: {{ (baseB[i-1] * (systemGain || 1.0)).toPrecision(6)
                                             }})</span>
-                                        <span v-if="outOfRangeB[i-1]" class="text-amber-500 font-bold animate-pulse">超出滑桿範圍</span>
+                                        <span v-if="outOfRangeB[i-1]" class="role-text-warning font-bold animate-pulse">超出滑桿範圍</span>
                                     </label>
                                     <input type="range" v-model.number="bSliders[i-1]" @input="updateFromControls"
                                         :min="-maxLogB" :max="maxLogB" :step="maxLogB/100"
-                                        class="w-full accent-blue-500">
+                                        class="w-full role-range-primary">
                                 </div>
                             </template>
                         </div>
@@ -319,15 +319,15 @@
                         <!-- a 係數標記顯示 -->
                         <div class="flex flex-wrap gap-1 mb-2">
                             <div v-for="item in floatingCoeffs.a" :key="item.label"
-                                class="bg-orange-50 dark:bg-orange-900/30 px-1.5 py-0.5 rounded border border-orange-100 dark:border-orange-800/20 flex gap-1 items-center">
-                                <span class="text-[9px] text-orange-500 font-bold">{{ item.label }}:</span>
-                                <span class="text-[10px] font-mono text-orange-800 dark:text-orange-300">{{ item.val
+                                class="role-bg-secondary-soft px-1.5 py-0.5 rounded border role-border-secondary-soft flex gap-1 items-center">
+                                <span class="text-[9px] role-text-secondary-muted font-bold">{{ item.label }}:</span>
+                                <span class="text-[10px] font-mono role-text-secondary">{{ item.val
                                     }}</span>
                             </div>
                         </div>
                         <textarea v-model="a_str" @input="debouncedUpdateFromText('a')" @keydown="onlyNumberKey"
                             rows="2"
-                            class="w-full bg-slate-50 dark:bg-gray-900 border border-slate-200 dark:border-gray-700 rounded-lg p-3 text-sm focus:border-blue-500 outline-none font-mono resize-none leading-relaxed text-orange-700 dark:text-orange-300"></textarea>
+                            class="w-full bg-slate-50 dark:bg-gray-900 border border-slate-200 dark:border-gray-700 rounded-lg p-3 text-sm role-focus-primary outline-none font-mono resize-none leading-relaxed role-text-secondary"></textarea>
                     </div>
                     <!-- a 係數倍率微調 -->
                     <details :open="activeCoeffAdjustment === 'aScale'"
@@ -339,7 +339,7 @@
                             <div class="flex items-center gap-2 mb-2 mt-1">
                                 <span class="text-xs text-slate-400 dark:text-gray-500">靈敏度:</span>
                                 <button v-for="s in ['1%','2x','10x']" :key="s" @click="sense_a = s"
-                                    :class="sense_a === s ? 'bg-blue-600 text-white' : 'bg-slate-200 dark:bg-gray-800 text-slate-500 dark:text-gray-400'"
+                                    :class="sense_a === s ? 'role-bg-primary role-text-on-fill' : 'bg-slate-200 dark:bg-gray-800 text-slate-500 dark:text-gray-400'"
                                     class="px-3 py-1.5 rounded text-xs font-medium border border-slate-300 dark:border-gray-700">{{
                                     s }}</button>
                             </div>
@@ -347,11 +347,11 @@
                                 <div v-if="baseA[i] !== 0">
                                     <label class="text-xs text-slate-400 dark:text-gray-500 flex justify-between mt-1">
                                         <span>a{{ i }} (基準: {{ baseA[i].toPrecision(6) }})</span>
-                                        <span v-if="outOfRangeA[i]" class="text-amber-500 font-bold animate-pulse">超出滑桿範圍</span>
+                                        <span v-if="outOfRangeA[i]" class="role-text-warning font-bold animate-pulse">超出滑桿範圍</span>
                                     </label>
                                     <input type="range" v-model.number="aSliders[i]" @input="updateFromControls"
                                         :min="-maxLogA" :max="maxLogA" :step="maxLogA/100"
-                                        class="w-full accent-orange-500">
+                                        class="w-full role-range-secondary">
                                 </div>
                             </template>
                         </div>
@@ -371,9 +371,9 @@
                                         class="rounded-lg border border-slate-200 dark:border-gray-700 bg-white dark:bg-gray-800 text-slate-600 dark:text-gray-300 py-2 text-xs font-bold transition-colors hover:bg-slate-100 dark:hover:bg-gray-700">
                                         粗
                                     </button>
-                                    <div class="min-w-0 rounded-lg border border-indigo-200 dark:border-indigo-900/50 bg-indigo-50 dark:bg-indigo-900/20 px-3 py-2 text-center">
-                                        <span class="block text-[9px] text-indigo-500 dark:text-indigo-300 font-bold">微調量</span>
-                                        <span class="block truncate font-mono text-sm font-bold text-indigo-700 dark:text-indigo-200" :title="formatAFineDelta()">
+                                    <div class="min-w-0 rounded-lg border role-border-tertiary-soft role-bg-tertiary-soft px-3 py-2 text-center">
+                                        <span class="block text-[9px] role-text-tertiary-muted role-text-tertiary font-bold">微調量</span>
+                                        <span class="block truncate font-mono text-sm font-bold role-text-tertiary" :title="formatAFineDelta()">
                                             +/-{{ formatAFineDelta() }}
                                         </span>
                                     </div>
@@ -394,33 +394,33 @@
                                             <input type="number" :value="formatFineCoeff(currentDelta)" :step="aFineStep"
                                                 @change="setAFineDirect('delta', $event.target.value)" @keydown="onlyNumberKey"
                                                 @wheel="handleAFineWheel('delta', $event)"
-                                                class="min-w-0 w-full bg-white dark:bg-gray-800 border border-slate-200 dark:border-gray-700 rounded-lg p-3 text-xs font-mono text-center text-indigo-700 dark:text-indigo-300">
+                                                class="min-w-0 w-full bg-white dark:bg-gray-800 border border-slate-200 dark:border-gray-700 rounded-lg p-3 text-xs font-mono text-center role-text-tertiary">
                                             <button type="button" @pointerdown.prevent="startA1A2Repeat('delta', 1)" @pointerup="stopA1A2Repeat" @pointerleave="stopA1A2Repeat" @pointercancel="stopA1A2Repeat"
                                                 class="rounded-lg bg-slate-200 dark:bg-gray-800 hover:bg-slate-300 dark:hover:bg-gray-700 text-slate-700 dark:text-gray-300 text-sm font-bold transition-colors">+</button>
                                         </div>
                                     </label>
                                     <button v-else type="button" @pointerdown.prevent="startAFineDrag('delta', $event)"
-                                        class="touch-none select-none w-28 mx-auto bg-white dark:bg-gray-800 border border-slate-200 dark:border-gray-700 rounded-lg p-3 text-center active:border-indigo-400 active:ring-2 active:ring-indigo-400/20">
+                                        class="touch-none select-none w-28 mx-auto bg-white dark:bg-gray-800 border border-slate-200 dark:border-gray-700 rounded-lg p-3 text-center role-active-border-tertiary active:ring-2 role-active-ring-tertiary">
                                         <span class="text-[9px] text-slate-400 block font-bold mb-1">δ</span>
-                                        <span class="block max-w-full truncate text-base font-mono font-bold text-indigo-700 dark:text-indigo-300" :title="formatFineCoeff(currentDelta)">{{ formatFineCoeff(currentDelta) }}</span>
+                                        <span class="block max-w-full truncate text-base font-mono font-bold role-text-tertiary" :title="formatFineCoeff(currentDelta)">{{ formatFineCoeff(currentDelta) }}</span>
                                     </button>
                                     <label v-if="!isTouchInput" class="block">
                                         <span class="text-[9px] text-slate-400 block font-bold mb-1">r</span>
                                         <div class="grid grid-cols-[2rem_1fr_2rem] gap-1">
                                             <button type="button" @pointerdown.prevent="startA1A2Repeat('r', -1)" @pointerup="stopA1A2Repeat" @pointerleave="stopA1A2Repeat" @pointercancel="stopA1A2Repeat"
-                                                class="rounded-lg bg-indigo-100 dark:bg-indigo-900/30 hover:bg-indigo-200 dark:hover:bg-indigo-900/50 text-indigo-700 dark:text-indigo-300 text-sm font-bold transition-colors">-</button>
+                                                class="rounded-lg role-bg-tertiary-soft role-hover-tertiary-soft role-text-tertiary text-sm font-bold transition-colors">-</button>
                                             <input type="number" :value="formatFineCoeff(currentR)" :step="aFineStep"
                                                 @change="setAFineDirect('r', $event.target.value)" @keydown="onlyNumberKey"
                                                 @wheel="handleAFineWheel('r', $event)"
-                                                class="min-w-0 w-full bg-white dark:bg-gray-800 border border-slate-200 dark:border-gray-700 rounded-lg p-3 text-xs font-mono text-center text-emerald-700 dark:text-emerald-300">
+                                                class="min-w-0 w-full bg-white dark:bg-gray-800 border border-slate-200 dark:border-gray-700 rounded-lg p-3 text-xs font-mono text-center role-text-primary">
                                             <button type="button" @pointerdown.prevent="startA1A2Repeat('r', 1)" @pointerup="stopA1A2Repeat" @pointerleave="stopA1A2Repeat" @pointercancel="stopA1A2Repeat"
-                                                class="rounded-lg bg-emerald-100 dark:bg-emerald-900/30 hover:bg-emerald-200 dark:hover:bg-emerald-900/50 text-emerald-700 dark:text-emerald-300 text-sm font-bold transition-colors">+</button>
+                                                class="rounded-lg role-bg-primary-soft role-hover-primary-soft role-text-primary text-sm font-bold transition-colors">+</button>
                                         </div>
                                     </label>
                                     <button v-else type="button" @pointerdown.prevent="startAFineDrag('r', $event)"
-                                        class="touch-none select-none w-28 mx-auto bg-white dark:bg-gray-800 border border-slate-200 dark:border-gray-700 rounded-lg p-3 text-center active:border-emerald-400 active:ring-2 active:ring-emerald-400/20">
+                                        class="touch-none select-none w-28 mx-auto bg-white dark:bg-gray-800 border border-slate-200 dark:border-gray-700 rounded-lg p-3 text-center role-active-border-primary active:ring-2 role-active-ring-primary">
                                         <span class="text-[9px] text-slate-400 block font-bold mb-1">r</span>
-                                        <span class="block max-w-full truncate text-base font-mono font-bold text-emerald-700 dark:text-emerald-300" :title="formatFineCoeff(currentR)">{{ formatFineCoeff(currentR) }}</span>
+                                        <span class="block max-w-full truncate text-base font-mono font-bold role-text-primary" :title="formatFineCoeff(currentR)">{{ formatFineCoeff(currentR) }}</span>
                                     </button>
                                 </div>
                             </div>
@@ -428,11 +428,11 @@
                             <div class="grid grid-cols-2 gap-2 mb-4">
                                 <div class="min-w-0 bg-white dark:bg-gray-800 border border-slate-100 dark:border-gray-700 rounded-lg p-2 text-center shadow-sm">
                                     <span class="text-[9px] text-slate-400 block font-bold mb-1">a1 = -1 - r + δ</span>
-                                    <span class="block max-w-full truncate text-sm font-mono font-bold text-indigo-600 dark:text-indigo-400" :title="formatFineCoeff(currentA1)">{{ formatFineCoeff(currentA1) }}</span>
+                                    <span class="block max-w-full truncate text-sm font-mono font-bold role-text-tertiary" :title="formatFineCoeff(currentA1)">{{ formatFineCoeff(currentA1) }}</span>
                                 </div>
                                 <div class="min-w-0 bg-white dark:bg-gray-800 border border-slate-100 dark:border-gray-700 rounded-lg p-2 text-center shadow-sm">
                                     <span class="text-[9px] text-slate-400 block font-bold mb-1">a2 = r + δ</span>
-                                    <span class="block max-w-full truncate text-sm font-mono font-bold text-emerald-600 dark:text-emerald-400" :title="formatFineCoeff(currentA2)">{{ formatFineCoeff(currentA2) }}</span>
+                                    <span class="block max-w-full truncate text-sm font-mono font-bold role-text-primary" :title="formatFineCoeff(currentA2)">{{ formatFineCoeff(currentA2) }}</span>
                                 </div>
                                 <div class="min-w-0 bg-white dark:bg-gray-800 border border-slate-100 dark:border-gray-700 rounded-lg p-2 text-center shadow-sm">
                                     <span class="text-[9px] text-slate-400 block font-bold mb-1">差值 a1-a2</span>
@@ -444,8 +444,8 @@
                                 </div>
                             </div>
 
-                            <div class="bg-amber-50 dark:bg-amber-900/20 border border-amber-100 dark:border-amber-800/30 rounded-lg p-3">
-                                <p class="text-[10px] text-amber-700 dark:text-amber-400 leading-relaxed">
+                            <div class="role-bg-warning-soft border role-border-warning-soft rounded-lg p-3">
+                                <p class="text-[10px] role-text-warning leading-relaxed">
                                     <span class="font-bold">運算說明：</span><br>
                                     δ = (a1 + a2 + 1) / 2，r = (a2 - a1 - 1) / 2。更改數值會自動更新圖表；桌機可用 +/- 或 shift + 滾輪，觸控時按住數值面板上下拖曳。
                                 </p>
@@ -467,10 +467,10 @@
                             </svg>
                             <span>定點數係數轉換</span>
                             <span
-                                class="text-xs bg-blue-100 dark:bg-blue-900/30 text-blue-700 dark:text-blue-300 px-2 py-1 rounded">b Q{{
+                                class="text-xs role-bg-primary-soft role-text-primary px-2 py-1 rounded">b Q{{
                                 shiftBitsB }}</span>
                             <span
-                                class="text-xs bg-orange-100 dark:bg-orange-900/30 text-orange-700 dark:text-orange-300 px-2 py-1 rounded">a Q{{
+                                class="text-xs role-bg-secondary-soft role-text-secondary px-2 py-1 rounded">a Q{{
                                 shiftBitsA }}</span>
                         </div>
                         <div class="flex items-center gap-2">
@@ -484,17 +484,17 @@
                             <label class="text-sm text-slate-500 dark:text-gray-400 mb-1 block">b 左移位元數 (Shift Bits)</label>
                             <div v-if="!isTouchInput" class="grid grid-cols-[2rem_1fr_2rem] gap-1">
                                 <button type="button" @pointerdown.prevent="startShiftBitRepeat('b', -1)" @pointerup="stopShiftBitRepeat" @pointerleave="stopShiftBitRepeat" @pointercancel="stopShiftBitRepeat"
-                                    class="rounded-lg bg-blue-100 dark:bg-blue-900/30 hover:bg-blue-200 dark:hover:bg-blue-900/50 text-blue-700 dark:text-blue-300 text-sm font-bold transition-colors">-</button>
+                                    class="rounded-lg role-bg-primary-soft role-hover-primary-soft role-text-primary text-sm font-bold transition-colors">-</button>
                                 <input type="number" :value="shiftBitsB" min="0"
                                     @change="setShiftBits('b', $event.target.value)" @keydown="onlyNumberKey"
                                     @wheel="handleShiftBitWheel('b', $event)"
-                                    class="min-w-0 w-full bg-white dark:bg-gray-800 border border-slate-200 dark:border-gray-700 rounded-lg p-3 text-base focus:border-blue-500 outline-none transition-all text-slate-900 dark:text-gray-100">
+                                    class="min-w-0 w-full bg-white dark:bg-gray-800 border border-slate-200 dark:border-gray-700 rounded-lg p-3 text-base role-focus-primary outline-none transition-all text-slate-900 dark:text-gray-100">
                                 <button type="button" @pointerdown.prevent="startShiftBitRepeat('b', 1)" @pointerup="stopShiftBitRepeat" @pointerleave="stopShiftBitRepeat" @pointercancel="stopShiftBitRepeat"
-                                    class="rounded-lg bg-blue-100 dark:bg-blue-900/30 hover:bg-blue-200 dark:hover:bg-blue-900/50 text-blue-700 dark:text-blue-300 text-sm font-bold transition-colors">+</button>
+                                    class="rounded-lg role-bg-primary-soft role-hover-primary-soft role-text-primary text-sm font-bold transition-colors">+</button>
                             </div>
                             <button v-else type="button" @pointerdown.prevent="startShiftBitDrag('b', $event)"
-                                class="touch-none select-none block w-24 mx-auto bg-white dark:bg-gray-800 border border-slate-200 dark:border-gray-700 rounded-lg p-3 text-center active:border-blue-400 active:ring-2 active:ring-blue-400/20">
-                                <span class="text-lg font-mono font-bold text-blue-700 dark:text-blue-300">{{ shiftBitsB }}</span>
+                                class="touch-none select-none block w-24 mx-auto bg-white dark:bg-gray-800 border border-slate-200 dark:border-gray-700 rounded-lg p-3 text-center role-active-border-primary active:ring-2 role-active-ring-primary">
+                                <span class="text-lg font-mono font-bold role-text-primary">{{ shiftBitsB }}</span>
                             </button>
                             <p class="text-[10px] text-slate-400 mt-1">b scaling: 2^{{ shiftBitsB }} ({{
                                 Math.pow(2, shiftBitsB) }})</p>
@@ -503,17 +503,17 @@
                             <label class="text-sm text-slate-500 dark:text-gray-400 mb-1 block">a 左移位元數 (Shift Bits)</label>
                             <div v-if="!isTouchInput" class="grid grid-cols-[2rem_1fr_2rem] gap-1">
                                 <button type="button" @pointerdown.prevent="startShiftBitRepeat('a', -1)" @pointerup="stopShiftBitRepeat" @pointerleave="stopShiftBitRepeat" @pointercancel="stopShiftBitRepeat"
-                                    class="rounded-lg bg-orange-100 dark:bg-orange-900/30 hover:bg-orange-200 dark:hover:bg-orange-900/50 text-orange-700 dark:text-orange-300 text-sm font-bold transition-colors">-</button>
+                                    class="rounded-lg role-bg-secondary-soft role-hover-secondary-soft role-text-secondary text-sm font-bold transition-colors">-</button>
                                 <input type="number" :value="shiftBitsA" min="0"
                                     @change="setShiftBits('a', $event.target.value)" @keydown="onlyNumberKey"
                                     @wheel="handleShiftBitWheel('a', $event)"
-                                    class="min-w-0 w-full bg-white dark:bg-gray-800 border border-slate-200 dark:border-gray-700 rounded-lg p-3 text-base focus:border-blue-500 outline-none transition-all text-slate-900 dark:text-gray-100">
+                                    class="min-w-0 w-full bg-white dark:bg-gray-800 border border-slate-200 dark:border-gray-700 rounded-lg p-3 text-base role-focus-primary outline-none transition-all text-slate-900 dark:text-gray-100">
                                 <button type="button" @pointerdown.prevent="startShiftBitRepeat('a', 1)" @pointerup="stopShiftBitRepeat" @pointerleave="stopShiftBitRepeat" @pointercancel="stopShiftBitRepeat"
-                                    class="rounded-lg bg-orange-100 dark:bg-orange-900/30 hover:bg-orange-200 dark:hover:bg-orange-900/50 text-orange-700 dark:text-orange-300 text-sm font-bold transition-colors">+</button>
+                                    class="rounded-lg role-bg-secondary-soft role-hover-secondary-soft role-text-secondary text-sm font-bold transition-colors">+</button>
                             </div>
                             <button v-else type="button" @pointerdown.prevent="startShiftBitDrag('a', $event)"
-                                class="touch-none select-none block w-24 mx-auto bg-white dark:bg-gray-800 border border-slate-200 dark:border-gray-700 rounded-lg p-3 text-center active:border-orange-400 active:ring-2 active:ring-orange-400/20">
-                                <span class="text-lg font-mono font-bold text-orange-700 dark:text-orange-300">{{ shiftBitsA }}</span>
+                                class="touch-none select-none block w-24 mx-auto bg-white dark:bg-gray-800 border border-slate-200 dark:border-gray-700 rounded-lg p-3 text-center role-active-border-secondary active:ring-2 role-active-ring-secondary">
+                                <span class="text-lg font-mono font-bold role-text-secondary">{{ shiftBitsA }}</span>
                             </button>
                             <p class="text-[10px] text-slate-400 mt-1">a scaling: 2^{{ shiftBitsA }} ({{
                                 Math.pow(2, shiftBitsA) }})</p>
@@ -526,30 +526,30 @@
                                 (Integers)</label>
                             <div class="flex flex-wrap gap-1 mb-2">
                                 <div v-for="(item, idx) in fixedPointCoeffs.b" :key="item.label"
-                                    :class="item.isOverridden ? 'border-blue-400 ring-1 ring-blue-400/20' : 'border-blue-100 dark:border-blue-800/30'"
-                                    class="bg-blue-50 dark:bg-blue-900/20 px-1.5 py-0.5 rounded border flex items-center gap-1 transition-all">
-                                    <span class="text-[9px] text-blue-400 font-bold">{{ item.label }}:</span>
-                                    <span class="text-[10px] font-mono text-blue-700 dark:text-blue-300 font-bold"
+                                    :class="item.isOverridden ? 'role-border-primary ring-1 role-ring-primary' : 'role-border-primary-soft'"
+                                    class="role-bg-primary-soft px-1.5 py-0.5 rounded border flex items-center gap-1 transition-all">
+                                    <span class="text-[9px] role-text-primary font-bold">{{ item.label }}:</span>
+                                    <span class="text-[10px] font-mono role-text-primary font-bold"
                                         :class="{ 'italic': !item.isOverridden }">{{ item.val }}</span>
                                 </div>
                             </div>
                             <textarea v-model="b_int_str" @keydown="onlyNumberKey($event, false)" rows="2"
-                                class="w-full bg-slate-50 dark:bg-gray-900 border border-slate-200 dark:border-gray-700 rounded-lg p-3 text-sm focus:border-blue-500 outline-none font-mono resize-none leading-relaxed text-blue-700 dark:text-blue-300"></textarea>
+                                class="w-full bg-slate-50 dark:bg-gray-900 border border-slate-200 dark:border-gray-700 rounded-lg p-3 text-sm role-focus-primary outline-none font-mono resize-none leading-relaxed role-text-primary"></textarea>
                         </div>
                         <div>
                             <label class="text-sm text-slate-500 dark:text-gray-400 mb-1 block">定點分母係數 a
                                 (Integers)</label>
                             <div class="flex flex-wrap gap-1 mb-2">
                                 <div v-for="(item, idx) in fixedPointCoeffs.a" :key="item.label"
-                                    :class="item.isOverridden ? 'border-orange-400 ring-1 ring-orange-400/20' : 'border-orange-100 dark:border-orange-800/30'"
-                                    class="bg-orange-50 dark:bg-orange-900/20 px-1.5 py-0.5 rounded border flex items-center gap-1 transition-all">
-                                    <span class="text-[9px] text-orange-400 font-bold">{{ item.label }}:</span>
-                                    <span class="text-[10px] font-mono text-orange-700 dark:text-orange-300 font-bold"
+                                    :class="item.isOverridden ? 'role-border-secondary ring-1 role-ring-secondary' : 'role-border-secondary-soft'"
+                                    class="role-bg-secondary-soft px-1.5 py-0.5 rounded border flex items-center gap-1 transition-all">
+                                    <span class="text-[9px] role-text-secondary-muted font-bold">{{ item.label }}:</span>
+                                    <span class="text-[10px] font-mono role-text-secondary font-bold"
                                         :class="{ 'italic': !item.isOverridden }">{{ item.val }}</span>
                                 </div>
                             </div>
                             <textarea v-model="a_int_str" @keydown="onlyNumberKey($event, false)" rows="2"
-                                class="w-full bg-slate-50 dark:bg-gray-900 border border-slate-200 dark:border-gray-700 rounded-lg p-3 text-sm focus:border-blue-500 outline-none font-mono resize-none leading-relaxed text-orange-700 dark:text-orange-300"></textarea>
+                                class="w-full bg-slate-50 dark:bg-gray-900 border border-slate-200 dark:border-gray-700 rounded-lg p-3 text-sm role-focus-primary outline-none font-mono resize-none leading-relaxed role-text-secondary"></textarea>
                             <details class="mt-3 bg-slate-50 dark:bg-gray-900 border border-slate-200 dark:border-gray-800 rounded-lg">
                                 <summary class="text-sm text-slate-500 dark:text-gray-400 px-3 py-3 cursor-pointer hover:text-slate-600 dark:hover:text-gray-300">
                                     a1/a2 步階微調</summary>
@@ -558,9 +558,9 @@
                                         <div class="grid grid-cols-[3.25rem_1fr_3.25rem] gap-2 mb-3">
                                             <button type="button" @click="adjustFixedAFineStep(-1)" title="調粗"
                                                 class="rounded-lg border border-slate-200 dark:border-gray-700 bg-white dark:bg-gray-800 text-slate-600 dark:text-gray-300 py-2 text-xs font-bold transition-colors hover:bg-slate-100 dark:hover:bg-gray-700">粗</button>
-                                            <div class="min-w-0 rounded-lg border border-orange-200 dark:border-orange-900/50 bg-orange-50 dark:bg-orange-900/20 px-3 py-2 text-center">
-                                                <span class="block text-[9px] text-orange-500 dark:text-orange-300 font-bold">微調量</span>
-                                                <span class="block truncate font-mono text-sm font-bold text-orange-700 dark:text-orange-200" :title="formatFixedAFineDelta()">+/-{{ formatFixedAFineDelta() }}</span>
+                                            <div class="min-w-0 rounded-lg border role-border-secondary-soft role-bg-secondary-soft px-3 py-2 text-center">
+                                                <span class="block text-[9px] role-text-secondary-muted role-text-secondary font-bold">微調量</span>
+                                                <span class="block truncate font-mono text-sm font-bold role-text-secondary" :title="formatFixedAFineDelta()">+/-{{ formatFixedAFineDelta() }}</span>
                                             </div>
                                             <button type="button" @click="adjustFixedAFineStep(1)" title="調細"
                                                 class="rounded-lg border border-slate-200 dark:border-gray-700 bg-white dark:bg-gray-800 text-slate-600 dark:text-gray-300 py-2 text-xs font-bold transition-colors hover:bg-slate-100 dark:hover:bg-gray-700">細</button>
@@ -573,19 +573,19 @@
                                                 <span class="text-[9px] text-slate-400 block font-bold mb-1">δ</span>
                                                 <div class="grid grid-cols-[2rem_1fr_2rem] gap-1">
                                                     <button type="button" @pointerdown.prevent="startFixedA1A2Repeat('delta', -1)" @pointerup="stopFixedA1A2Repeat" @pointerleave="stopFixedA1A2Repeat" @pointercancel="stopFixedA1A2Repeat"
-                                                        class="rounded-lg bg-orange-100 dark:bg-orange-900/30 hover:bg-orange-200 dark:hover:bg-orange-900/50 text-orange-700 dark:text-orange-300 text-sm font-bold transition-colors">-</button>
+                                                        class="rounded-lg role-bg-secondary-soft role-hover-secondary-soft role-text-secondary text-sm font-bold transition-colors">-</button>
                                                     <input type="number" :value="formatFixedFineCoeff(fixedCurrentDelta)" :step="fixedAFineStep"
                                                         @change="setFixedAFineDirect('delta', $event.target.value)" @keydown="onlyNumberKey"
                                                         @wheel="handleFixedAFineWheel('delta', $event)"
-                                                        class="min-w-0 w-full bg-white dark:bg-gray-800 border border-slate-200 dark:border-gray-700 rounded-lg p-3 text-xs font-mono text-center text-orange-700 dark:text-orange-300">
+                                                        class="min-w-0 w-full bg-white dark:bg-gray-800 border border-slate-200 dark:border-gray-700 rounded-lg p-3 text-xs font-mono text-center role-text-secondary">
                                                     <button type="button" @pointerdown.prevent="startFixedA1A2Repeat('delta', 1)" @pointerup="stopFixedA1A2Repeat" @pointerleave="stopFixedA1A2Repeat" @pointercancel="stopFixedA1A2Repeat"
-                                                        class="rounded-lg bg-orange-100 dark:bg-orange-900/30 hover:bg-orange-200 dark:hover:bg-orange-900/50 text-orange-700 dark:text-orange-300 text-sm font-bold transition-colors">+</button>
+                                                        class="rounded-lg role-bg-secondary-soft role-hover-secondary-soft role-text-secondary text-sm font-bold transition-colors">+</button>
                                                 </div>
                                             </label>
                                             <button v-else type="button" @pointerdown.prevent="startFixedAFineDrag('delta', $event)"
-                                                class="touch-none select-none w-28 mx-auto bg-white dark:bg-gray-800 border border-slate-200 dark:border-gray-700 rounded-lg p-3 text-center active:border-orange-400 active:ring-2 active:ring-orange-400/20">
+                                                class="touch-none select-none w-28 mx-auto bg-white dark:bg-gray-800 border border-slate-200 dark:border-gray-700 rounded-lg p-3 text-center role-active-border-secondary active:ring-2 role-active-ring-secondary">
                                                 <span class="text-[9px] text-slate-400 block font-bold mb-1">δ</span>
-                                                <span class="block max-w-full truncate text-base font-mono font-bold text-orange-700 dark:text-orange-300" :title="formatFixedFineCoeff(fixedCurrentDelta)">{{ formatFixedFineCoeff(fixedCurrentDelta) }}</span>
+                                                <span class="block max-w-full truncate text-base font-mono font-bold role-text-secondary" :title="formatFixedFineCoeff(fixedCurrentDelta)">{{ formatFixedFineCoeff(fixedCurrentDelta) }}</span>
                                             </button>
                                             <label v-if="!isTouchInput" class="block">
                                                 <span class="text-[9px] text-slate-400 block font-bold mb-1">r</span>
@@ -610,11 +610,11 @@
                                     <div class="grid grid-cols-2 gap-2 mb-4">
                                         <div class="min-w-0 bg-white dark:bg-gray-800 border border-slate-100 dark:border-gray-700 rounded-lg p-2 text-center shadow-sm">
                                             <span class="text-[9px] text-slate-400 block font-bold mb-1">a1 = -a0 - r + δ</span>
-                                            <span class="block max-w-full truncate text-sm font-mono font-bold text-orange-600 dark:text-orange-400" :title="formatFixedFineCoeff(fixedCurrentA1)">{{ formatFixedFineCoeff(fixedCurrentA1) }}</span>
+                                            <span class="block max-w-full truncate text-sm font-mono font-bold role-text-secondary-muted" :title="formatFixedFineCoeff(fixedCurrentA1)">{{ formatFixedFineCoeff(fixedCurrentA1) }}</span>
                                         </div>
                                         <div class="min-w-0 bg-white dark:bg-gray-800 border border-slate-100 dark:border-gray-700 rounded-lg p-2 text-center shadow-sm">
                                             <span class="text-[9px] text-slate-400 block font-bold mb-1">a2 = r + δ</span>
-                                            <span class="block max-w-full truncate text-sm font-mono font-bold text-orange-600 dark:text-orange-400" :title="formatFixedFineCoeff(fixedCurrentA2)">{{ formatFixedFineCoeff(fixedCurrentA2) }}</span>
+                                            <span class="block max-w-full truncate text-sm font-mono font-bold role-text-secondary-muted" :title="formatFixedFineCoeff(fixedCurrentA2)">{{ formatFixedFineCoeff(fixedCurrentA2) }}</span>
                                         </div>
                                         <div class="min-w-0 bg-white dark:bg-gray-800 border border-slate-100 dark:border-gray-700 rounded-lg p-2 text-center shadow-sm">
                                             <span class="text-[9px] text-slate-400 block font-bold mb-1">差值 a1-a2</span>
@@ -625,8 +625,8 @@
                                             <span class="block max-w-full truncate text-xs font-mono text-slate-600 dark:text-gray-300" :title="formatFixedFineCoeff(fixedCurrentA1A2Sum)">{{ formatFixedFineCoeff(fixedCurrentA1A2Sum) }}</span>
                                         </div>
                                     </div>
-                                    <div class="bg-amber-50 dark:bg-amber-900/20 border border-amber-100 dark:border-amber-800/30 rounded-lg p-3">
-                                        <p class="text-[10px] text-amber-700 dark:text-amber-400 leading-relaxed">
+                                    <div class="role-bg-warning-soft border role-border-warning-soft rounded-lg p-3">
+                                        <p class="text-[10px] role-text-warning leading-relaxed">
                                             <span class="font-bold">運算說明：</span><br>
                                             a0 = 2^{{ shiftBitsA }}，δ = (a1 + a2 + a0) / 2，r = (a2 - a1 - a0) / 2。
                                         </p>
@@ -645,33 +645,33 @@
             <main :class="mobileTab === 'chart' ? 'flex bg-white dark:bg-[#0f0f0f] !p-0' : 'hidden'"
                 class="lg:flex flex-1 flex-col overflow-y-auto bg-slate-50 dark:bg-[#0f0f0f] lg:p-6 gap-0 lg:gap-6 custom-scrollbar relative transition-colors duration-300">
                 <div v-if="globalError"
-                    class="absolute top-4 right-6 bg-red-100 dark:bg-red-900 border border-red-200 dark:border-red-700 text-red-700 dark:text-white px-4 py-3 rounded-lg shadow-lg text-base z-50 flex items-center gap-2">
+                    class="absolute top-4 right-6 role-bg-error-soft border role-border-error role-text-error role-text-on-fill px-4 py-3 rounded-lg shadow-lg text-base z-50 flex items-center gap-2">
                     <svg class="w-4 h-4" fill="none" stroke="currentColor" viewBox="0 0 24 24">
                         <path stroke-linecap="round" stroke-linejoin="round" stroke-width="2"
                             d="M12 8v4m0 4h.01M21 12a9 9 0 11-18 0 9 9 0 0118 0z"></path>
                     </svg>
                     {{ globalError }}
                     <button @click="globalError = null"
-                        class="ml-2 hover:text-red-900 dark:hover:text-red-200">&times;</button>
+                        class="ml-2 role-hover-error">&times;</button>
                 </div>
 
                 <!-- Bode Plot -->
                 <div
                     class="bg-white dark:bg-dark lg:rounded-xl border-b lg:border border-slate-100 lg:border-slate-200 dark:border-gray-800 lg:dark:border-gray-800 lg:shadow-md p-0 lg:p-1 flex-shrink-0 relative transition-colors duration-300">
                     <div
-                        class="hidden lg:block absolute inset-0 bg-gradient-to-br from-blue-500/5 to-purple-500/5 pointer-events-none">
+                        class="hidden lg:block absolute inset-0 bg-gradient-to-br role-surface-gradient pointer-events-none">
                     </div>
                     <div
                         class="px-5 py-4 border-b border-slate-100 dark:border-gray-800 flex justify-between items-center bg-white dark:bg-dark backdrop-blur-sm z-10 relative">
                         <h3 class="font-bold text-slate-800 dark:text-gray-200 tracking-wide flex items-center gap-2">
-                            <svg class="w-5 h-5 text-blue-600 dark:text-blue-400" fill="none" stroke="currentColor" viewBox="0 0 24 24">
+                            <svg class="w-5 h-5 role-text-primary" fill="none" stroke="currentColor" viewBox="0 0 24 24">
                                 <path stroke-linecap="round" stroke-linejoin="round" stroke-width="2"
                                     d="M4 19V5m0 14h16M7 16l3-4 3 2 4-7"></path>
                             </svg>
                             頻率響應 (Frequency Response)</h3>
                         <div v-if="loadingBode"
-                            class="text-sm text-blue-600 dark:text-blue-400 bg-blue-50 dark:bg-blue-900/30 px-3 py-1.5 rounded border border-blue-100 dark:border-blue-800/50 flex items-center gap-2">
-                            <span class="w-2 h-2 rounded-full bg-blue-500 dark:bg-blue-400 animate-ping"></span>
+                            class="text-sm role-text-primary role-bg-primary-soft px-3 py-1.5 rounded border role-border-primary-soft flex items-center gap-2">
+                            <span class="w-2 h-2 rounded-full role-dot-primary animate-ping"></span>
                             重新計算中...
                         </div>
                     </div>
@@ -688,7 +688,7 @@
                     <div
                         class="px-5 py-4 border-b border-slate-100 dark:border-gray-800 bg-white dark:bg-dark backdrop-blur-sm z-10 relative">
                         <h3 class="font-bold text-slate-800 dark:text-gray-200 tracking-wide flex items-center gap-2">
-                            <svg class="w-5 h-5 text-emerald-600 dark:text-emerald-400" fill="none" stroke="currentColor" viewBox="0 0 24 24">
+                            <svg class="w-5 h-5 role-text-primary" fill="none" stroke="currentColor" viewBox="0 0 24 24">
                                 <path stroke-linecap="round" stroke-linejoin="round" stroke-width="2"
                                     d="M4 12h4l2-6 4 12 2-6h4"></path>
                             </svg>
@@ -700,7 +700,7 @@
                         <div
                             class="flex items-center flex-wrap gap-4 mb-6 p-4 bg-slate-50 dark:bg-gray-900/50 rounded-lg border border-slate-100 dark:border-gray-800">
                             <label
-                                class="cursor-pointer bg-blue-600 hover:bg-blue-500 text-white px-5 py-3 rounded-lg text-base font-semibold transition-all shadow-md hover:shadow-blue-500/20 flex items-center gap-2">
+                                class="cursor-pointer role-bg-primary role-hover-primary role-text-on-fill px-5 py-3 rounded-lg text-base font-semibold transition-all shadow-md role-shadow-primary flex items-center gap-2">
                                 <svg class="w-5 h-5" fill="none" stroke="currentColor" viewBox="0 0 24 24">
                                     <path stroke-linecap="round" stroke-linejoin="round" stroke-width="2"
                                         d="M4 16v1a3 3 0 003 3h10a3 3 0 003-3v-1m-4-8l-4-4m0 0L8 8m4-4v12"></path>
@@ -709,14 +709,14 @@
                                 <input type="file" ref="fileInput" accept=".csv" @change="handleFileUpload"
                                     class="hidden">
                             </label>
-                            <span v-if="csvFile" class="text-base text-emerald-600 dark:text-emerald-400 font-mono">{{
+                            <span v-if="csvFile" class="text-base role-text-primary font-mono">{{
                                 csvFile.name }}</span>
                             <span v-if="csvInfo"
                                 class="text-sm text-slate-500 dark:text-gray-400 font-mono">
                                 {{ csvInfo.rows }} 筆 / {{ csvInfo.columns }} 欄
                             </span>
                             <span v-if="csvParseError"
-                                class="text-sm text-red-600 dark:text-red-400 font-semibold">
+                                class="text-sm role-text-error font-semibold">
                                 {{ csvParseError }}
                             </span>
 
@@ -726,19 +726,19 @@
                             <div v-if="csvColumns.length > 0" class="flex items-center gap-2">
                                 <span class="text-sm text-slate-400">訊號欄位:</span>
                                 <select v-model="selectedColumn"
-                                    class="bg-white dark:bg-gray-800 border border-slate-200 dark:border-gray-700 rounded-lg p-3 text-base focus:border-blue-500 outline-none text-slate-900 dark:text-gray-100">
+                                    class="bg-white dark:bg-gray-800 border border-slate-200 dark:border-gray-700 rounded-lg p-3 text-base role-focus-primary outline-none text-slate-900 dark:text-gray-100">
                                     <option v-for="(col, idx) in csvColumns" :key="idx" :value="idx">{{ col }}</option>
                                 </select>
                             </div>
 
                             <button v-if="csvFile" @click="processFilter"
-                                class="bg-emerald-600 hover:bg-emerald-500 text-white px-6 py-3 rounded-lg text-base font-semibold transition-all shadow-md hover:shadow-emerald-500/20 disabled:opacity-50 disabled:cursor-not-allowed"
+                                class="role-bg-primary role-hover-primary role-text-on-fill px-6 py-3 rounded-lg text-base font-semibold transition-all shadow-md role-shadow-primary disabled:opacity-50 disabled:cursor-not-allowed"
                                 :disabled="loadingFilter || csvColumns.length === 0">
                                 {{ loadingFilter ? '處理中...' : '執行當前濾波器' }}
                             </button>
 
                             <button v-if="filterDone" @click="downloadCsv"
-                                class="ml-auto bg-slate-700 hover:bg-slate-600 text-white px-5 py-3 rounded-lg text-base font-semibold transition-all flex items-center gap-2">
+                                class="ml-auto bg-slate-700 hover:bg-slate-600 role-text-on-fill px-5 py-3 rounded-lg text-base font-semibold transition-all flex items-center gap-2">
                                 <svg class="w-5 h-5" fill="none" stroke="currentColor" viewBox="0 0 24 24">
                                     <path stroke-linecap="round" stroke-linejoin="round" stroke-width="2"
                                         d="M4 16v1a3 3 0 003 3h10a3 3 0 003-3v-1m-4-4l-4 4m0 0l-4-4m4 4V4"></path>
diff --git a/src/app-options.js b/src/app-options.js
index 90dc991..d2ffa3f 100644
--- a/src/app-options.js
+++ b/src/app-options.js
@@ -846,13 +846,13 @@ export default {
                 shapes.push({
                     type: 'line', x0: xVal, x1: xVal, y0: 0, y1: 1,
                     xref: row === 1 ? 'x' : 'x2', yref: yref + ' domain',
-                    line: { color: isDark ? 'rgba(242,184,181,0.72)' : 'rgba(186,26,26,0.72)', width: 1.4, dash: 'dash' }
+                    line: { color: isDark ? 'rgba(230,184,180,0.72)' : 'rgba(162,95,91,0.72)', width: 1.4, dash: 'dash' }
                 });
                 if (text) {
                     annotations.push({
                         x: Math.log10(xVal), y: 1, text: text,
                         xref: row === 1 ? 'x' : 'x2', yref: yref + ' domain',
-                        showarrow: false, font: { color: isDark ? '#f2b8b5' : '#ba1a1a', size: isSmallScreen ? 10 : 12 },
+                        showarrow: false, font: { color: isDark ? '#e6b8b4' : '#a25f5b', size: isSmallScreen ? 10 : 12 },
                         yshift: isSmallScreen ? 15 : 12,
                         xanchor: 'center',
                         yanchor: isSmallScreen ? 'middle' : 'bottom',
@@ -869,7 +869,7 @@ export default {
             for (let p = pStart; p <= pEnd; p++) {
                 const v = Math.pow(10, p);
                 if (v >= fMin && v <= fMax) {
-                    const gridColor = isDark ? 'rgba(198,204,216,0.24)' : 'rgba(63,95,159,0.14)';
+                    const gridColor = isDark ? 'rgba(199,206,193,0.24)' : 'rgba(101,120,104,0.16)';
                     shapes.push(
                         { type: 'line', x0: v, x1: v, y0: 0, y1: 1, xref: 'x', yref: 'y domain', line: { color: gridColor, width: 1.5 } },
                         { type: 'line', x0: v, x1: v, y0: 0, y1: 1, xref: 'x2', yref: 'y2 domain', line: { color: gridColor, width: 1.5 } }
@@ -877,10 +877,11 @@ export default {
                 }
             }
 
-            const gridColor = isDark ? 'rgba(198,204,216,0.14)' : 'rgba(63,95,159,0.08)';
-            const zeroLineColor = isDark ? 'rgba(198,204,216,0.24)' : 'rgba(70,75,85,0.18)';
-            const textColor = isDark ? '#c6ccd8' : '#38404c';
-            const titleColor = isDark ? '#e4e7ef' : '#1a1b1f';
+            const gridColor = isDark ? 'rgba(199,206,193,0.14)' : 'rgba(101,120,104,0.09)';
+            const zeroLineColor = isDark ? 'rgba(199,206,193,0.24)' : 'rgba(70,75,67,0.20)';
+            const textColor = isDark ? '#c7cec1' : '#42483f';
+            const titleColor = isDark ? '#e5e9df' : '#1b1d19';
+            const plotBgColor = isDark ? '#0b0e0a' : '#ffffff';
 
             const xAxisCommon = {
                 type: 'log', title: { text: 'Freq (Hz)', font: { size: isSmallScreen ? 12 : 14 } },
@@ -892,7 +893,7 @@ export default {
             };
 
             const layout = {
-                paper_bgcolor: 'transparent', plot_bgcolor: 'transparent',
+                paper_bgcolor: plotBgColor, plot_bgcolor: plotBgColor,
                 margin: isSmallScreen ? { t: 80, b: 120, l: 55, r: 15 } : { t: 70, b: 120, l: 70, r: 30 },
                 showlegend: false,
                 grid: { rows: 2, columns: 1, pattern: 'independent', roworder: 'top to bottom', ygap: isSmallScreen ? 0.35 : 0.3 },
@@ -902,15 +903,15 @@ export default {
                     { text: 'Phase Response (Deg)', xref: 'x2 domain', yref: 'y2 domain', x: 0.5, y: isSmallScreen ? 1.25 : 1.15, showarrow: false, font: { size: isSmallScreen ? 14 : 16, color: titleColor, weight: 'bold' } },
 
                     // 手動 Magnitude 圖例 (位於上方圖表下方)
-                    { xref: 'paper', yref: 'paper', x: 0.35, y: isSmallScreen ? 0.52 : 0.54, text: '一一一', font: { color: isDark ? '#b9c6ff' : '#3f5f9f', size: 10 }, showarrow: false },
+                    { xref: 'paper', yref: 'paper', x: 0.35, y: isSmallScreen ? 0.52 : 0.54, text: '一一一', font: { color: isDark ? '#b7c9b8' : '#657868', size: 10 }, showarrow: false },
                     { xref: 'paper', yref: 'paper', x: 0.42, y: isSmallScreen ? 0.52 : 0.54, text: 'Ideal (Float)', font: { color: textColor, size: 11 }, showarrow: false, xanchor: 'left' },
-                    { xref: 'paper', yref: 'paper', x: 0.58, y: isSmallScreen ? 0.52 : 0.54, text: '· · · ·', font: { color: isDark ? '#d7da7d' : '#6d702b', size: 14 }, showarrow: false },
+                    { xref: 'paper', yref: 'paper', x: 0.58, y: isSmallScreen ? 0.52 : 0.54, text: '· · · ·', font: { color: isDark ? '#c6cbbf' : '#73786f', size: 14 }, showarrow: false },
                     { xref: 'paper', yref: 'paper', x: 0.63, y: isSmallScreen ? 0.52 : 0.54, text: `Fixed (b Q${this.shiftBitsB}, a Q${this.shiftBitsA})`, font: { color: textColor, size: 11 }, showarrow: false, xanchor: 'left' },
 
                     // 手動 Phase 圖例 (位於下方圖表下方)
-                    { xref: 'paper', yref: 'paper', x: 0.35, y: -0.15, text: '一一一', font: { color: isDark ? '#c4c9d8' : '#4f6f80', size: 10 }, showarrow: false },
+                    { xref: 'paper', yref: 'paper', x: 0.35, y: -0.15, text: '一一一', font: { color: isDark ? '#d4c5aa' : '#877b68', size: 10 }, showarrow: false },
                     { xref: 'paper', yref: 'paper', x: 0.42, y: -0.15, text: 'Ideal Phase', font: { color: textColor, size: 11 }, showarrow: false, xanchor: 'left' },
-                    { xref: 'paper', yref: 'paper', x: 0.58, y: -0.15, text: '· · · ·', font: { color: isDark ? '#f2b8b5' : '#ba1a1a', size: 14 }, showarrow: false },
+                    { xref: 'paper', yref: 'paper', x: 0.58, y: -0.15, text: '· · · ·', font: { color: isDark ? '#e6b8b4' : '#a25f5b', size: 14 }, showarrow: false },
                     { xref: 'paper', yref: 'paper', x: 0.63, y: -0.15, text: 'Fixed Phase', font: { color: textColor, size: 11 }, showarrow: false, xanchor: 'left' },
 
                     ...annotations
@@ -922,11 +923,11 @@ export default {
                 shapes: shapes
             };
 
-            const traceMagIdeal = { x: freq, y: magIdeal, name: 'Ideal (Float)', type: 'scatter', line: { color: isDark ? '#b9c6ff' : '#3f5f9f', width: 2.8 } };
-            const traceMagFixed = { x: freq, y: magFixed, name: `Fixed (b Q${this.shiftBitsB}, a Q${this.shiftBitsA})`, type: 'scatter', line: { color: isDark ? '#d7da7d' : '#6d702b', width: 2.4, dash: 'dot' } };
+            const traceMagIdeal = { x: freq, y: magIdeal, name: 'Ideal (Float)', type: 'scatter', line: { color: isDark ? '#b7c9b8' : '#657868', width: 2.8 } };
+            const traceMagFixed = { x: freq, y: magFixed, name: `Fixed (b Q${this.shiftBitsB}, a Q${this.shiftBitsA})`, type: 'scatter', line: { color: isDark ? '#c6cbbf' : '#73786f', width: 2.4, dash: 'dot' } };
 
-            const tracePhaseIdeal = { x: freq, y: phaseIdeal, name: 'Ideal Phase', type: 'scatter', line: { color: isDark ? '#c4c9d8' : '#4f6f80', width: 2.8 }, xaxis: 'x2', yaxis: 'y2' };
-            const tracePhaseFixed = { x: freq, y: phaseFixed, name: 'Fixed Phase', type: 'scatter', line: { color: isDark ? '#f2b8b5' : '#ba1a1a', width: 2.4, dash: 'dot' }, xaxis: 'x2', yaxis: 'y2' };
+            const tracePhaseIdeal = { x: freq, y: phaseIdeal, name: 'Ideal Phase', type: 'scatter', line: { color: isDark ? '#d4c5aa' : '#877b68', width: 2.8 }, xaxis: 'x2', yaxis: 'y2' };
+            const tracePhaseFixed = { x: freq, y: phaseFixed, name: 'Fixed Phase', type: 'scatter', line: { color: isDark ? '#e6b8b4' : '#a25f5b', width: 2.4, dash: 'dot' }, xaxis: 'x2', yaxis: 'y2' };
 
             Plotly.react('bodePlot', [traceMagIdeal, traceMagFixed, tracePhaseIdeal, tracePhaseFixed], layout, { responsive: true });
         },
@@ -1077,12 +1078,13 @@ export default {
         drawTimePlot(data) {
             const isDark = this.isDarkMode;
             const isSmallScreen = window.innerWidth < 768;
-            const gridColor = isDark ? 'rgba(198,204,216,0.14)' : 'rgba(63,95,159,0.08)';
-            const zeroLineColor = isDark ? 'rgba(198,204,216,0.24)' : 'rgba(70,75,85,0.18)';
-            const textColor = isDark ? '#c6ccd8' : '#38404c';
+            const gridColor = isDark ? 'rgba(199,206,193,0.14)' : 'rgba(101,120,104,0.09)';
+            const zeroLineColor = isDark ? 'rgba(199,206,193,0.24)' : 'rgba(70,75,67,0.20)';
+            const textColor = isDark ? '#c7cec1' : '#42483f';
+            const plotBgColor = isDark ? '#0b0e0a' : '#ffffff';
 
             const layout = {
-                paper_bgcolor: 'transparent', plot_bgcolor: 'transparent',
+                paper_bgcolor: plotBgColor, plot_bgcolor: plotBgColor,
                 margin: isSmallScreen ? { t: 60, b: 60, l: 45, r: 15 } : { t: 40, b: 55, l: 60, r: 20 },
                 font: { color: textColor, family: 'Google Sans, Roboto, sans-serif' },
                 xaxis: { title: { text: 'Sample Index', font: { size: isSmallScreen ? 10 : 11 } }, gridcolor: gridColor, zerolinecolor: zeroLineColor, tickfont: { color: textColor, size: isSmallScreen ? 9 : 11 } },
@@ -1090,8 +1092,8 @@ export default {
                 legend: { orientation: 'h', y: 1.02, yanchor: 'bottom', x: 1, xanchor: 'right', font: { color: textColor, size: isSmallScreen ? 9 : 10 } }
             };
             Plotly.react('timePlot', [
-                { x: data.index, y: data.original, name: '原始輸入訊號 (Input)', type: 'scatter', line: { color: isDark ? '#b9c6ff' : '#3f5f9f', width: 2.4 }, opacity: 0.9 },
-                { x: data.index, y: data.filtered, name: '濾波後輸出 (Output)', type: 'scatter', line: { color: isDark ? '#d7da7d' : '#6d702b', width: 2.4 }, opacity: 0.95 }
+                { x: data.index, y: data.original, name: '原始輸入訊號 (Input)', type: 'scatter', line: { color: isDark ? '#b7c9b8' : '#657868', width: 2.4 }, opacity: 0.9 },
+                { x: data.index, y: data.filtered, name: '濾波後輸出 (Output)', type: 'scatter', line: { color: isDark ? '#c6cbbf' : '#73786f', width: 2.4 }, opacity: 0.95 }
             ], layout, { responsive: true });
         },
 
diff --git a/src/style.css b/src/style.css
index 2935df1..8498e5e 100755
--- a/src/style.css
+++ b/src/style.css
@@ -4,74 +4,76 @@
 @tailwind components;
 @tailwind utilities;
 
-/* Material 3 Expressive readability pass.
-   Keep this after Tailwind so these focused overrides win without changing app logic. */
+/* Morandi green hierarchy. Feature colors are expressed through role classes only. */
 :root {
-    --m3-primary: #3f5f9f;
+    --m3-primary: #657868;
     --m3-on-primary: #ffffff;
-    --m3-primary-container: #dbe4ff;
-    --m3-on-primary-container: #001947;
-    --m3-secondary: #5b6172;
+    --m3-primary-container: #dce7dc;
+    --m3-on-primary-container: #1b2a1f;
+    --m3-secondary: #73786f;
     --m3-on-secondary: #ffffff;
-    --m3-secondary-container: #e0e5f2;
-    --m3-on-secondary-container: #181c26;
-    --m3-tertiary: #6d702b;
+    --m3-secondary-container: #e2e6dc;
+    --m3-on-secondary-container: #20251f;
+    --m3-tertiary: #877b68;
     --m3-on-tertiary: #ffffff;
-    --m3-tertiary-container: #ecefa7;
-    --m3-on-tertiary-container: #202200;
-    --m3-error: #b3261e;
+    --m3-tertiary-container: #ece2d2;
+    --m3-on-tertiary-container: #2d261a;
+    --m3-error: #a25f5b;
     --m3-on-error: #ffffff;
-    --m3-error-container: #f9dedc;
-    --m3-success: #4f7a29;
-    --m3-success-container: #d2efb2;
-    --m3-warning: #755b00;
-    --m3-warning-container: #ffe19a;
-    --m3-background: #fbfbff;
-    --m3-surface: #fbfbff;
+    --m3-error-container: #f2ddda;
+    --m3-warning: #806b43;
+    --m3-warning-container: #f0e4c7;
+    --m3-background: #fbfcf8;
+    --m3-surface: #fbfcf8;
     --m3-surface-container-lowest: #ffffff;
-    --m3-surface-container-low: #f4f6fb;
-    --m3-surface-container: #eef2f8;
-    --m3-surface-container-high: #e7ebf3;
-    --m3-surface-container-highest: #dde4ef;
-    --m3-on-surface: #1a1b1f;
-    --m3-on-surface-variant: #464b55;
-    --m3-outline: #737986;
-    --m3-outline-variant: #c6ccd8;
+    --m3-surface-container-low: #f4f7ef;
+    --m3-surface-container: #edf1e8;
+    --m3-surface-container-high: #e4e9de;
+    --m3-surface-container-highest: #dbe2d5;
+    --m3-on-surface: #1b1d19;
+    --m3-on-surface-variant: #464b43;
+    --m3-outline: #747b70;
+    --m3-outline-variant: #c9d0c3;
+    --m3-divider: color-mix(in srgb, var(--m3-outline-variant) 78%, transparent);
+    --m3-soft-outline: color-mix(in srgb, var(--m3-outline-variant) 88%, transparent);
+    --m3-input-outline: color-mix(in srgb, var(--m3-outline) 82%, transparent);
+    --m3-primary-state: color-mix(in srgb, var(--m3-primary) 14%, transparent);
+    --m3-secondary-state: color-mix(in srgb, var(--m3-secondary) 12%, transparent);
+    --m3-tertiary-state: color-mix(in srgb, var(--m3-tertiary) 12%, transparent);
+    --m3-warning-state: color-mix(in srgb, var(--m3-warning) 12%, transparent);
     --m3-shadow: 0 1px 2px rgba(29, 27, 32, 0.14), 0 2px 6px rgba(29, 27, 32, 0.10);
     --m3-elevated-shadow: 0 3px 8px rgba(29, 27, 32, 0.13), 0 12px 24px rgba(29, 27, 32, 0.08);
 }
 
 .dark {
-    --m3-primary: #b9c6ff;
-    --m3-on-primary: #0a2f68;
-    --m3-primary-container: #28477f;
-    --m3-on-primary-container: #dbe4ff;
-    --m3-secondary: #c4c9d8;
-    --m3-on-secondary: #2d313b;
-    --m3-secondary-container: #434754;
-    --m3-on-secondary-container: #e0e5f2;
-    --m3-tertiary: #d7da7d;
-    --m3-on-tertiary: #363800;
-    --m3-tertiary-container: #535611;
-    --m3-on-tertiary-container: #ecefa7;
-    --m3-error: #f2b8b5;
-    --m3-on-error: #601410;
-    --m3-error-container: #8c1d18;
-    --m3-success: #b7dda0;
-    --m3-success-container: #385421;
-    --m3-warning: #e7c16d;
-    --m3-warning-container: #5d4100;
-    --m3-background: #111318;
-    --m3-surface: #111318;
-    --m3-surface-container-lowest: #0b0d12;
-    --m3-surface-container-low: #1a1c22;
-    --m3-surface-container: #1f2229;
-    --m3-surface-container-high: #292d35;
-    --m3-surface-container-highest: #343941;
-    --m3-on-surface: #e4e7ef;
-    --m3-on-surface-variant: #c6ccd8;
-    --m3-outline: #9096a3;
-    --m3-outline-variant: #464b55;
+    --m3-primary: #b7c9b8;
+    --m3-on-primary: #243429;
+    --m3-primary-container: #3f5745;
+    --m3-on-primary-container: #dce7dc;
+    --m3-secondary: #c6cbbf;
+    --m3-on-secondary: #2e332b;
+    --m3-secondary-container: #454b40;
+    --m3-on-secondary-container: #e2e6dc;
+    --m3-tertiary: #d4c5aa;
+    --m3-on-tertiary: #3b2f20;
+    --m3-tertiary-container: #5d503e;
+    --m3-on-tertiary-container: #f1e4cf;
+    --m3-error: #e6b8b4;
+    --m3-on-error: #5f1715;
+    --m3-error-container: #7c3430;
+    --m3-warning: #dcc48e;
+    --m3-warning-container: #5a4828;
+    --m3-background: #111510;
+    --m3-surface: #111510;
+    --m3-surface-container-lowest: #0b0e0a;
+    --m3-surface-container-low: #1a1f18;
+    --m3-surface-container: #20261e;
+    --m3-surface-container-high: #2a3128;
+    --m3-surface-container-highest: #343d31;
+    --m3-on-surface: #e5e9df;
+    --m3-on-surface-variant: #c7cec1;
+    --m3-outline: #92998e;
+    --m3-outline-variant: #464d43;
     --m3-shadow: 0 1px 2px rgba(0, 0, 0, 0.36), 0 4px 12px rgba(0, 0, 0, 0.28);
     --m3-elevated-shadow: 0 4px 12px rgba(0, 0, 0, 0.45), 0 16px 32px rgba(0, 0, 0, 0.32);
 }
@@ -105,8 +107,8 @@ header.dark\:bg-dark,
 footer.bg-white,
 footer.dark\:bg-dark {
     background: var(--m3-surface-container-low) !important;
-    border-color: var(--m3-outline-variant) !important;
-    box-shadow: var(--m3-shadow);
+    border-color: var(--m3-divider) !important;
+    box-shadow: none !important;
 }
 
 aside.bg-white,
@@ -114,9 +116,19 @@ aside.dark\:bg-dark,
 main.bg-slate-50,
 main.dark\:bg-\[\#0f0f0f\] {
     background: var(--m3-background) !important;
-    border-color: var(--m3-outline-variant) !important;
+    border-color: var(--m3-divider) !important;
 }
 
+h2,
+h3,
+h4,
+label,
+summary {
+    color: var(--m3-on-surface-variant) !important;
+}
+
+h3.font-bold,
+h4.font-bold,
 header h1 {
     background: none !important;
     color: var(--m3-on-surface) !important;
@@ -124,41 +136,110 @@ header h1 {
     font-weight: 700;
 }
 
-header h1.text-transparent {
-    color: var(--m3-on-surface) !important;
-}
-
-h2,
-h3,
-label,
-summary {
-    color: var(--m3-on-surface-variant) !important;
-}
-
-h3.font-bold,
-h4.font-bold {
-    color: var(--m3-on-surface) !important;
-}
-
 hr {
+    border-color: var(--m3-divider) !important;
+}
+
+.bg-white,
+.dark .dark\:bg-dark,
+.dark .lg\:dark\:bg-dark,
+.bg-slate-50,
+.dark .dark\:bg-gray-900,
+.dark .dark\:bg-gray-900\/50,
+.dark .dark\:bg-gray-900\/30 {
+    background-color: var(--m3-surface-container-low) !important;
+}
+
+.bg-slate-50\/50,
+.bg-slate-100,
+.dark .dark\:bg-gray-800,
+.dark .dark\:bg-gray-800\/50,
+.dark .dark\:bg-gray-800\/30 {
+    background-color: var(--m3-surface-container) !important;
+}
+
+details,
+main > div,
+.overflow-x-auto.rounded-xl,
+.space-y-3.bg-slate-100,
+.flex.items-center.flex-wrap.gap-4 {
+    background-color: var(--m3-surface-container) !important;
+    border-color: var(--m3-soft-outline) !important;
+    box-shadow: none !important;
+}
+
+.border,
+.border-2 {
     border-color: var(--m3-outline-variant) !important;
 }
 
+.border-b,
+.border-t,
+.border-l,
+.border-r,
+.lg\:border,
+.divide-y > :not([hidden]) ~ :not([hidden]) {
+    border-color: var(--m3-divider) !important;
+}
+
+.shadow-md,
+.shadow-lg,
+.lg\:shadow-md,
+.shadow-inner {
+    box-shadow: var(--m3-shadow) !important;
+}
+
+#bodePlot,
+#timePlot,
+.js-plotly-plot {
+    background-color: var(--m3-surface-container-lowest) !important;
+}
+
+.overflow-x-auto:has(#bodePlot),
+.overflow-x-auto:has(#timePlot) {
+    background-color: var(--m3-surface-container-lowest) !important;
+}
+
+.text-slate-900,
+.text-slate-800,
+.dark .dark\:text-gray-100,
+.dark .dark\:text-gray-200 {
+    color: var(--m3-on-surface) !important;
+}
+
+.text-slate-700,
+.text-slate-600,
+.text-slate-500,
+.text-slate-400,
+.dark .dark\:text-gray-300,
+.dark .dark\:text-gray-400,
+.dark .dark\:text-gray-500 {
+    color: var(--m3-on-surface-variant) !important;
+}
+
 select,
 input[type="number"],
 textarea {
     background: var(--m3-surface-container-lowest) !important;
-    border-color: var(--m3-outline) !important;
+    border-color: var(--m3-input-outline) !important;
     border-radius: 12px !important;
     color: var(--m3-on-surface) !important;
     box-shadow: none;
 }
 
+select:hover,
+input[type="number"]:hover,
+textarea:hover {
+    border-color: var(--m3-outline) !important;
+}
+
 select:focus,
 input[type="number"]:focus,
-textarea:focus {
+textarea:focus,
+.role-focus-primary:focus,
+.role-focus-primary:focus-visible {
     border-color: var(--m3-primary) !important;
-    box-shadow: 0 0 0 3px color-mix(in srgb, var(--m3-primary) 28%, transparent) !important;
+    box-shadow: 0 0 0 3px var(--m3-primary-state) !important;
 }
 
 button,
@@ -183,164 +264,44 @@ label.cursor-pointer:active {
     transform: translateY(0);
 }
 
-button.bg-blue-600,
-button.bg-emerald-600,
-button.bg-slate-700,
-label.bg-blue-600 {
-    background: var(--m3-primary) !important;
-    color: var(--m3-on-primary) !important;
-    box-shadow: var(--m3-shadow) !important;
-}
-
-button.bg-blue-600:hover,
-button.bg-emerald-600:hover,
-button.bg-slate-700:hover,
-label.bg-blue-600:hover {
-    background: color-mix(in srgb, var(--m3-primary) 88%, var(--m3-on-primary) 12%) !important;
-    box-shadow: var(--m3-elevated-shadow) !important;
-}
-
 button.bg-slate-200,
-button.dark\:bg-gray-800,
-button.bg-amber-100,
-button.bg-blue-100,
-button.bg-orange-100,
-button.bg-indigo-100,
-button.bg-emerald-100 {
+button.dark\:bg-gray-800 {
     background: var(--m3-secondary-container) !important;
     color: var(--m3-on-secondary-container) !important;
 }
 
 button.bg-slate-200:hover,
 button.dark\:bg-gray-800:hover,
-button.bg-amber-100:hover,
-button.bg-blue-100:hover,
-button.bg-orange-100:hover,
-button.bg-indigo-100:hover,
-button.bg-emerald-100:hover {
-    background: color-mix(in srgb, var(--m3-secondary-container) 86%, var(--m3-primary) 14%) !important;
+.hover\:bg-slate-600:hover,
+.hover\:bg-slate-300:hover,
+.dark .dark\:hover\:bg-gray-700:hover {
+    background: color-mix(in srgb, var(--m3-secondary-container) 82%, var(--m3-primary) 18%) !important;
 }
 
-.bg-white,
-.dark .dark\:bg-dark,
-.dark .lg\:dark\:bg-dark,
-.bg-slate-50,
-.dark .dark\:bg-gray-900,
-.dark .dark\:bg-gray-900\/50,
-.dark .dark\:bg-gray-900\/30 {
-    background-color: var(--m3-surface-container-low) !important;
+button.border.bg-white,
+button.border.bg-slate-200,
+button.border.dark\:bg-gray-800,
+label.border.bg-white {
+    border-color: var(--m3-soft-outline) !important;
 }
 
-.bg-slate-50\/50,
-.bg-slate-100,
-.dark .dark\:bg-gray-800,
-.dark .dark\:bg-gray-800\/50,
-.dark .dark\:bg-gray-800\/30 {
-    background-color: var(--m3-surface-container) !important;
+.bg-slate-700 {
+    background: var(--m3-secondary) !important;
+    color: var(--m3-on-secondary) !important;
 }
 
-.border,
-.border-b,
-.border-r,
-.border-t,
-.lg\:border {
-    border-color: var(--m3-outline-variant) !important;
+.rounded,
+.rounded-lg,
+.rounded-xl,
+details,
+select,
+textarea,
+input[type="number"] {
+    border-radius: 16px !important;
 }
 
-.shadow-md,
-.shadow-lg,
-.lg\:shadow-md,
-.shadow-inner {
-    box-shadow: var(--m3-shadow) !important;
-}
-
-.text-slate-900,
-.text-slate-800,
-.dark .dark\:text-gray-100,
-.dark .dark\:text-gray-200 {
-    color: var(--m3-on-surface) !important;
-}
-
-.text-slate-700,
-.text-slate-600,
-.text-slate-500,
-.text-slate-400,
-.dark .dark\:text-gray-300,
-.dark .dark\:text-gray-400,
-.dark .dark\:text-gray-500 {
-    color: var(--m3-on-surface-variant) !important;
-}
-
-.text-blue-600,
-.text-blue-700,
-.text-blue-800,
-.dark .dark\:text-blue-300,
-.dark .dark\:text-blue-400 {
-    color: var(--m3-primary) !important;
-}
-
-.text-emerald-600,
-.text-emerald-700,
-.dark .dark\:text-emerald-300,
-.dark .dark\:text-emerald-400 {
-    color: var(--m3-success) !important;
-}
-
-.text-orange-600,
-.text-orange-700,
-.text-orange-800,
-.dark .dark\:text-orange-300,
-.dark .dark\:text-orange-400,
-.text-indigo-600,
-.text-indigo-700,
-.dark .dark\:text-indigo-300,
-.dark .dark\:text-indigo-400 {
-    color: var(--m3-secondary) !important;
-}
-
-.text-red-600,
-.text-red-700,
-.dark .dark\:text-red-400 {
-    color: var(--m3-error) !important;
-}
-
-.bg-blue-50,
-.bg-blue-100,
-.dark .dark\:bg-blue-900\/20,
-.dark .dark\:bg-blue-900\/30 {
-    background-color: var(--m3-primary-container) !important;
-    border-color: color-mix(in srgb, var(--m3-primary) 24%, transparent) !important;
-    color: var(--m3-on-primary-container) !important;
-}
-
-.bg-emerald-50,
-.bg-emerald-100,
-.dark .dark\:bg-emerald-900\/20,
-.dark .dark\:bg-emerald-900\/30 {
-    background-color: color-mix(in srgb, var(--m3-success-container) 72%, var(--m3-surface-container-low)) !important;
-    border-color: color-mix(in srgb, var(--m3-success) 24%, transparent) !important;
-}
-
-.bg-orange-50,
-.bg-orange-100,
-.bg-indigo-50,
-.bg-indigo-100,
-.dark .dark\:bg-orange-900\/20,
-.dark .dark\:bg-orange-900\/30,
-.dark .dark\:bg-indigo-900\/20,
-.dark .dark\:bg-indigo-900\/30 {
-    background-color: color-mix(in srgb, var(--m3-secondary-container) 76%, var(--m3-surface-container-lowest)) !important;
-    border-color: color-mix(in srgb, var(--m3-secondary) 24%, transparent) !important;
-    color: var(--m3-on-secondary-container) !important;
-}
-
-.bg-amber-50,
-.bg-amber-100,
-.dark .dark\:bg-amber-900\/20,
-.dark .dark\:bg-amber-900\/30 {
-    background-color: var(--m3-warning-container) !important;
-    border-color: color-mix(in srgb, var(--m3-warning) 24%, transparent) !important;
-    color: var(--m3-warning) !important;
+.rounded-full {
+    border-radius: 999px !important;
 }
 
 input[type=range] {
@@ -364,78 +325,203 @@ input[type=range]::-webkit-slider-thumb {
     background: color-mix(in srgb, var(--m3-outline) 52%, transparent);
 }
 
-.rounded,
-.rounded-lg,
-.rounded-xl,
-details,
-select,
-textarea,
-input[type="number"] {
-    border-radius: 16px !important;
-}
-
-.rounded-full {
-    border-radius: 999px !important;
-}
-
-details,
-main > div,
-.overflow-x-auto.rounded-xl,
-.space-y-3.bg-slate-100,
-.flex.items-center.flex-wrap.gap-4 {
-    background-color: var(--m3-surface-container) !important;
-    border-color: var(--m3-outline-variant) !important;
-}
-
 tr.bg-slate-50,
 .hover\:bg-slate-50\/50:hover,
 .dark .dark\:hover\:bg-gray-800\/30:hover {
     background-color: var(--m3-surface-container-high) !important;
 }
 
-.bg-gradient-to-r,
-.from-blue-600,
-.to-emerald-600 {
-    background-image: linear-gradient(90deg, var(--m3-primary), var(--m3-tertiary)) !important;
+.role-theme-icon {
+    color: var(--m3-tertiary) !important;
 }
 
-.from-blue-500\/5,
-.to-purple-500\/5 {
-    --tw-gradient-from: color-mix(in srgb, var(--m3-primary) 7%, transparent) !important;
-    --tw-gradient-to: color-mix(in srgb, var(--m3-tertiary) 7%, transparent) !important;
+.role-text-on-fill {
+    color: var(--m3-on-primary) !important;
 }
 
-.accent-blue-500 {
-    accent-color: var(--m3-primary);
-}
-
-.accent-orange-500 {
-    accent-color: var(--m3-secondary);
-}
-
-details .grid.grid-cols-\[3\.25rem_1fr_3\.25rem\] > div {
-    background: #ffffff !important;
-    border-color: var(--m3-outline-variant) !important;
-    color: var(--m3-on-surface) !important;
-}
-
-.dark details .grid.grid-cols-\[3\.25rem_1fr_3\.25rem\] > div {
-    background: var(--m3-surface-container-lowest) !important;
-}
-
-details .grid.grid-cols-\[3\.25rem_1fr_3\.25rem\] span,
-details .grid.grid-cols-\[2rem_1fr_2rem\] input,
-details .grid.grid-cols-\[2rem_1fr_2rem\] + span,
-details button.touch-none span:last-child {
+.role-text-primary {
     color: var(--m3-primary) !important;
 }
 
-details .grid.grid-cols-\[2rem_1fr_2rem\] input {
-    background: #ffffff !important;
-    border-color: var(--m3-outline-variant) !important;
+.role-text-primary-muted {
+    color: color-mix(in srgb, var(--m3-primary) 78%, var(--m3-on-surface-variant)) !important;
 }
 
-.dark details .grid.grid-cols-\[2rem_1fr_2rem\] input {
+.role-text-secondary {
+    color: var(--m3-secondary) !important;
+}
+
+.role-text-secondary-muted {
+    color: color-mix(in srgb, var(--m3-secondary) 76%, var(--m3-on-surface-variant)) !important;
+}
+
+.role-text-tertiary {
+    color: var(--m3-tertiary) !important;
+}
+
+.role-text-tertiary-muted {
+    color: color-mix(in srgb, var(--m3-tertiary) 76%, var(--m3-on-surface-variant)) !important;
+}
+
+.role-text-warning {
+    color: var(--m3-warning) !important;
+}
+
+.role-text-error {
+    color: var(--m3-error) !important;
+}
+
+.role-bg-primary,
+button.role-bg-primary,
+label.role-bg-primary {
+    background: var(--m3-primary) !important;
+    color: var(--m3-on-primary) !important;
+    box-shadow: var(--m3-shadow) !important;
+}
+
+.role-bg-primary:hover,
+.role-hover-primary:hover {
+    background: color-mix(in srgb, var(--m3-primary) 88%, var(--m3-on-primary) 12%) !important;
+    box-shadow: var(--m3-elevated-shadow) !important;
+}
+
+.role-bg-primary-soft {
+    background-color: color-mix(in srgb, var(--m3-primary-container) 76%, var(--m3-surface-container-lowest)) !important;
+    border-color: color-mix(in srgb, var(--m3-primary) 28%, var(--m3-outline-variant)) !important;
+    color: var(--m3-on-primary-container) !important;
+}
+
+.role-hover-primary-soft:hover {
+    background-color: color-mix(in srgb, var(--m3-primary-container) 82%, var(--m3-primary) 18%) !important;
+}
+
+.role-bg-secondary-soft {
+    background-color: color-mix(in srgb, var(--m3-secondary-container) 76%, var(--m3-surface-container-lowest)) !important;
+    border-color: color-mix(in srgb, var(--m3-secondary) 28%, var(--m3-outline-variant)) !important;
+    color: var(--m3-on-secondary-container) !important;
+}
+
+.role-hover-secondary-soft:hover {
+    background-color: color-mix(in srgb, var(--m3-secondary-container) 82%, var(--m3-secondary) 18%) !important;
+}
+
+.role-bg-tertiary-soft {
+    background-color: color-mix(in srgb, var(--m3-tertiary-container) 76%, var(--m3-surface-container-lowest)) !important;
+    border-color: color-mix(in srgb, var(--m3-tertiary) 28%, var(--m3-outline-variant)) !important;
+    color: var(--m3-on-tertiary-container) !important;
+}
+
+.role-hover-tertiary-soft:hover {
+    background-color: color-mix(in srgb, var(--m3-tertiary-container) 82%, var(--m3-tertiary) 18%) !important;
+}
+
+.role-bg-warning-soft {
+    background-color: color-mix(in srgb, var(--m3-warning-container) 66%, var(--m3-surface-container-lowest)) !important;
+    border-color: color-mix(in srgb, var(--m3-warning) 30%, var(--m3-outline-variant)) !important;
+    color: var(--m3-warning) !important;
+}
+
+.role-hover-warning-soft:hover {
+    background-color: color-mix(in srgb, var(--m3-warning-container) 78%, var(--m3-warning) 14%) !important;
+}
+
+.role-bg-error-soft {
+    background-color: var(--m3-error-container) !important;
+    color: var(--m3-error) !important;
+}
+
+.role-dot-primary {
+    background-color: var(--m3-primary) !important;
+}
+
+.role-border-primary,
+.role-active-border-primary:active {
+    border-color: var(--m3-primary) !important;
+}
+
+.role-border-primary-soft {
+    border-color: color-mix(in srgb, var(--m3-primary) 24%, transparent) !important;
+}
+
+.role-border-secondary,
+.role-active-border-secondary:active {
+    border-color: var(--m3-secondary) !important;
+}
+
+.role-border-secondary-soft {
+    border-color: color-mix(in srgb, var(--m3-secondary) 24%, transparent) !important;
+}
+
+.role-border-tertiary,
+.role-active-border-tertiary:active {
+    border-color: var(--m3-tertiary) !important;
+}
+
+.role-border-tertiary-soft {
+    border-color: color-mix(in srgb, var(--m3-tertiary) 24%, transparent) !important;
+}
+
+.role-border-warning-soft {
+    border-color: color-mix(in srgb, var(--m3-warning) 24%, transparent) !important;
+}
+
+.role-border-error {
+    border-color: color-mix(in srgb, var(--m3-error) 34%, transparent) !important;
+}
+
+.role-ring-primary,
+.role-active-ring-primary:active,
+.role-focus-ring-primary {
+    --tw-ring-color: var(--m3-primary-state) !important;
+}
+
+.role-ring-secondary,
+.role-active-ring-secondary:active {
+    --tw-ring-color: var(--m3-secondary-state) !important;
+}
+
+.role-active-ring-tertiary:active {
+    --tw-ring-color: var(--m3-tertiary-state) !important;
+}
+
+.ring-1 {
+    box-shadow: 0 0 0 1px var(--m3-primary-state) !important;
+}
+
+.role-range-primary {
+    accent-color: var(--m3-primary);
+}
+
+.role-range-secondary {
+    accent-color: var(--m3-secondary);
+}
+
+.role-shadow-primary:hover {
+    box-shadow: var(--m3-elevated-shadow) !important;
+}
+
+.role-hover-error:hover {
+    color: color-mix(in srgb, var(--m3-error) 78%, var(--m3-on-surface)) !important;
+}
+
+.role-surface-gradient {
+    background-image: linear-gradient(
+        135deg,
+        color-mix(in srgb, var(--m3-primary) 7%, transparent),
+        color-mix(in srgb, var(--m3-tertiary) 6%, transparent)
+    ) !important;
+}
+
+details .grid.grid-cols-\[3\.25rem_1fr_3\.25rem\] > div,
+details .grid.grid-cols-\[2rem_1fr_2rem\] input,
+details button.touch-none {
+    background: #ffffff !important;
+    border-color: var(--m3-soft-outline) !important;
+}
+
+.dark details .grid.grid-cols-\[3\.25rem_1fr_3\.25rem\] > div,
+.dark details .grid.grid-cols-\[2rem_1fr_2rem\] input,
+.dark details button.touch-none {
     background: var(--m3-surface-container-lowest) !important;
 }
 
@@ -443,12 +529,3 @@ details .grid.grid-cols-\[2rem_1fr_2rem\] button {
     background: var(--m3-secondary-container) !important;
     color: var(--m3-on-secondary-container) !important;
 }
-
-details button.touch-none {
-    background: #ffffff !important;
-    border-color: var(--m3-outline-variant) !important;
-}
-
-.dark details button.touch-none {
-    background: var(--m3-surface-container-lowest) !important;
-}
diff --git a/static/build/app.css b/static/build/app.css
index b05e8ee..adecc6e 100644
--- a/static/build/app.css
+++ b/static/build/app.css
@@ -1 +1 @@
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diff --git a/static/build/app.js b/static/build/app.js
index d74535f..7b5b676 100644
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e>=1e6?`(~${(e/1e6).toFixed(1).replace(`.0`,``)}M)`:e>=1e3?`(~${(e/1e3).toFixed(1).replace(`.0`,``)}k)`:``},parseCoeffs(e){return e?e.split(/[,\s]+/).map(e=>parseFloat(e.trim())).filter(e=>!isNaN(e)):[]},padTo7(e){let t=e.slice(0,7);for(;t.length<7;)t.push(0);return t},syncBaseFromText(){let e=this.systemGain||1;this.baseB=this.padTo7(this.parseCoeffs(this.b_str)).map(t=>t/e),this.baseA=this.padTo7(this.parseCoeffs(this.a_str)),this.baseA[0]=1,this.fixedOverrides={a:{},b:{}},this.bSliders=[0,0,0,0,0,0,0],this.aSliders=[0,0,0,0,0,0,0],this.outOfRangeB=[!1,!1,!1,!1,!1,!1,!1],this.outOfRangeA=[!1,!1,!1,!1,!1,!1,!1]},resetSlidersB(){this.bSliders=[0,0,0,0,0,0,0],this.b_str=this.baseB.map(e=>parseFloat(e.toPrecision(10))).join(`, `),this.debouncedUpdateBode()},resetSlidersA(){this.aSliders=[0,0,0,0,0,0],this.a_str=this.baseA.map(e=>parseFloat(e.toPrecision(10))).join(`, `),this.debouncedUpdateBode()},clearManualAdjustments(){this.bSliders=[0,0,0,0,0,0,0],this.aSliders=[0,0,0,0,0,0,0];let e=this.systemGain||1;this.b_str=this.baseB.map(t=>parseFloat((t*e).toPrecision(10))).join(`, `),this.a_str=this.baseA.map(e=>parseFloat(e.toPrecision(10))).join(`, `),this.showAdvancedAdjustment=!1,this.activeCoeffAdjustment=null,this.calcSlidersFromText(),this.updateBodePlot({switchToChart:!1})},updateFromControls(){let e=this.baseB.map((e,t)=>e*(this.systemGain||1)*10**(this.bSliders[t]||0)),t=[1];for(let e=1;e<7;e++)t.push(this.baseA[e]*10**(this.aSliders[e]||0));this.b_str=e.map(e=>parseFloat(e.toPrecision(10))).join(`, `),this.a_str=t.map(e=>parseFloat(e.toPrecision(10))).join(`, `),this.debouncedUpdateBode()},updateFromText(){this.updateBodePlot({switchToChart:!1})},stepDecimals(e){let t=String(e);return t.includes(`e-`)?Number(t.split(`e-`)[1]):t.includes(`.`)?t.split(`.`)[1].length:0},roundToStep(e,t=this.aFineStep){let n=1/t;return Math.round(e*n)/n},formatFineCoeff(e){return Number.isFinite(e)?Number(e).toString():`0`},formatAFineDelta(e=this.aFineStep){return 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n=t.deltaY<0?1:-1,r=Math.max(1,Math.round(Math.abs(t.deltaY)/80));this.adjustAFineValue(e,n*r)},startAFineDrag(e,t){t.pointerType===`touch`&&(t.preventDefault(),this.aFineDrag={target:e,lastY:t.clientY,remainder:0},window.addEventListener(`pointermove`,this.moveAFineDrag,{passive:!1}),window.addEventListener(`pointerup`,this.stopAFineDrag),window.addEventListener(`pointercancel`,this.stopAFineDrag))},moveAFineDrag(e){if(!this.aFineDrag)return;e.preventDefault();let t=this.aFineDrag.lastY-e.clientY;this.aFineDrag.lastY=e.clientY,this.aFineDrag.remainder+=t;let n=Math.trunc(this.aFineDrag.remainder/18);n!==0&&(this.aFineDrag.remainder-=n*18,this.adjustAFineValue(this.aFineDrag.target,n))},stopAFineDrag(){this.aFineDrag=null,window.removeEventListener(`pointermove`,this.moveAFineDrag),window.removeEventListener(`pointerup`,this.stopAFineDrag),window.removeEventListener(`pointercancel`,this.stopAFineDrag)},setFixedDeltaR(e,t){let n=Number(e),r=Number(t);!Number.isFinite(n)||!Number.isFinite(r)||(this.fixedOverrides.a[1]=Math.round(-this.fixedA0Int-r+n),this.fixedOverrides.a[2]=Math.round(r+n),this.debouncedUpdateBode())},setFixedAFineDirect(e,t){let n=parseFloat(t);Number.isFinite(n)&&(e===`delta`?this.setFixedDeltaR(n,this.fixedCurrentR):e===`r`&&this.setFixedDeltaR(this.fixedCurrentDelta,n))},adjustFixedAFineValue(e,t){let n=t*this.fixedAFineStep;e===`delta`?this.setFixedDeltaR(this.fixedCurrentDelta+n,this.fixedCurrentR):e===`r`&&this.setFixedDeltaR(this.fixedCurrentDelta,this.fixedCurrentR+n)},handleFixedAFineWheel(e,t){if(!t.shiftKey){t.currentTarget?.blur?.();return}t.preventDefault();let n=t.deltaY<0?1:-1,r=Math.max(1,Math.round(Math.abs(t.deltaY)/80));this.adjustFixedAFineValue(e,n*r)},startFixedA1A2Repeat(e,t){this.stopFixedA1A2Repeat(),this.adjustFixedAFineValue(e,t),this.fixedAFineRepeatDelayTimer=setTimeout(()=>{this.fixedAFineRepeatTimer=setInterval(()=>{this.adjustFixedAFineValue(e,t)},80)},350)},stopFixedA1A2Repeat(){clearTimeout(this.fixedAFineRepeatDelayTimer),clearInterval(this.fixedAFineRepeatTimer),this.fixedAFineRepeatDelayTimer=null,this.fixedAFineRepeatTimer=null},startFixedAFineDrag(e,t){t.pointerType===`touch`&&(t.preventDefault(),this.fixedAFineDrag={target:e,lastY:t.clientY,remainder:0},window.addEventListener(`pointermove`,this.moveFixedAFineDrag,{passive:!1}),window.addEventListener(`pointerup`,this.stopFixedAFineDrag),window.addEventListener(`pointercancel`,this.stopFixedAFineDrag))},moveFixedAFineDrag(e){if(!this.fixedAFineDrag)return;e.preventDefault();let t=this.fixedAFineDrag.lastY-e.clientY;this.fixedAFineDrag.lastY=e.clientY,this.fixedAFineDrag.remainder+=t;let n=Math.trunc(this.fixedAFineDrag.remainder/18);n!==0&&(this.fixedAFineDrag.remainder-=n*18,this.adjustFixedAFineValue(this.fixedAFineDrag.target,n))},stopFixedAFineDrag(){this.fixedAFineDrag=null,window.removeEventListener(`pointermove`,this.moveFixedAFineDrag),window.removeEventListener(`pointerup`,this.stopFixedAFineDrag),window.removeEventListener(`pointercancel`,this.stopFixedAFineDrag)},normalizeShiftBits(e){let t=parseInt(e,10);return Number.isFinite(t)?Math.max(0,t):0},setShiftBits(e,t){let n=this.normalizeShiftBits(t);e===`b`?this.shiftBitsB=n:this.shiftBitsA=n,this.clearFixedOverrides(e),this.debouncedUpdateBode()},adjustShiftBits(e,t){let n=e===`b`?this.shiftBitsB:this.shiftBitsA;this.setShiftBits(e,n+t)},handleShiftBitWheel(e,t){if(!t.shiftKey){t.currentTarget?.blur?.();return}t.preventDefault();let n=t.deltaY<0?1:-1,r=Math.max(1,Math.round(Math.abs(t.deltaY)/80));this.adjustShiftBits(e,n*r)},startShiftBitRepeat(e,t){this.stopShiftBitRepeat(),this.adjustShiftBits(e,t),this.shiftBitRepeatDelayTimer=setTimeout(()=>{this.shiftBitRepeatTimer=setInterval(()=>{this.adjustShiftBits(e,t)},80)},350)},stopShiftBitRepeat(){clearTimeout(this.shiftBitRepeatDelayTimer),clearInterval(this.shiftBitRepeatTimer),this.shiftBitRepeatDelayTimer=null,this.shiftBitRepeatTimer=null},startShiftBitDrag(e,t){t.pointerType===`touch`&&(t.preventDefault(),this.shiftBitDrag={type:e,lastY:t.clientY,remainder:0},window.addEventListener(`pointermove`,this.moveShiftBitDrag,{passive:!1}),window.addEventListener(`pointerup`,this.stopShiftBitDrag),window.addEventListener(`pointercancel`,this.stopShiftBitDrag))},moveShiftBitDrag(e){if(!this.shiftBitDrag)return;e.preventDefault();let t=this.shiftBitDrag.lastY-e.clientY;this.shiftBitDrag.lastY=e.clientY,this.shiftBitDrag.remainder+=t;let n=Math.trunc(this.shiftBitDrag.remainder/18);n!==0&&(this.shiftBitDrag.remainder-=n*18,this.adjustShiftBits(this.shiftBitDrag.type,n))},stopShiftBitDrag(){this.shiftBitDrag=null,window.removeEventListener(`pointermove`,this.moveShiftBitDrag),window.removeEventListener(`pointerup`,this.stopShiftBitDrag),window.removeEventListener(`pointercancel`,this.stopShiftBitDrag)},setA1A2(e,t){let n=this.padTo7(this.parseCoeffs(this.a_str));n[0]=1,n[1]=Number(e),n[2]=Number(t),this.a_str=n.map(e=>Number.isFinite(e)?Number(e).toString():`0`).join(`, `),this.calcSlidersFromText(),this.debouncedUpdateBode()},adjustA1A2(e,t){let n=this.aFineStep*t;e===`delta`?this.setDeltaR(this.currentDelta+n,this.currentR):e===`r`&&this.setDeltaR(this.currentDelta,this.currentR+n)},startA1A2Repeat(e,t){this.stopA1A2Repeat(),this.adjustA1A2(e,t),this.aFineRepeatDelayTimer=setTimeout(()=>{this.aFineRepeatTimer=setInterval(()=>{this.adjustA1A2(e,t)},80)},350)},stopA1A2Repeat(){clearTimeout(this.aFineRepeatDelayTimer),clearInterval(this.aFineRepeatTimer),this.aFineRepeatDelayTimer=null,this.aFineRepeatTimer=null},enableAdvancedAdjustment(){this.calcSlidersFromText(),this.showAdvancedAdjustment=!0,this.activeCoeffAdjustment=`a1a2`},toggleCoeffAdjustment(e){if(this.activeCoeffAdjustment===e){this.activeCoeffAdjustment=null,this.showAdvancedAdjustment=!1;return}this.activeCoeffAdjustment=e,this.showAdvancedAdjustment=e===`a1a2`,e===`a1a2`&&this.calcSlidersFromText()},calcSlidersFromText(){let e=this.systemGain||1,t=this.parseCoeffs(this.b_str),n=this.parseCoeffs(this.a_str);for(let n=0;n<7;n++){let r=t[n]||0,i=this.baseB[n]||0;if(this.outOfRangeB[n]=!1,i!==0&&r!==0&&r/(i*e)>0){let t=Math.log10(r/(i*e));Math.abs(t)<1e-12&&(t=0),Math.abs(t)>this.maxLogB&&(this.outOfRangeB[n]=!0),this.bSliders[n]=Math.max(-this.maxLogB,Math.min(this.maxLogB,t))}else this.bSliders[n]=0,r!==0&&i!==0&&(this.outOfRangeB[n]=!0)}for(let e=1;e<7;e++){let t=n[e]||0,r=this.baseA[e]||0;if(this.outOfRangeA[e]=!1,r!==0&&t!==0&&t/r>0){let n=Math.log10(t/r);Math.abs(n)<1e-12&&(n=0),Math.abs(n)>this.maxLogA&&(this.outOfRangeA[e]=!0),this.aSliders[e]=Math.max(-this.maxLogA,Math.min(this.maxLogA,n))}else 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r=parseInt(n);isNaN(r)||(this.fixedOverrides[t][e]=r,this.updateBodePlot({switchToChart:!1}))},clearFixedOverrides(e=null){if(e===`a`||e===`b`){this.fixedOverrides[e]={};return}this.fixedOverrides={a:{},b:{}}},resetFixedPointSettings(){this.shiftBitsB=go,this.shiftBitsA=go,this.fixedAFineStep=1,this.clearFixedOverrides(),this.updateBodePlot({switchToChart:!1})},onFsChange(){this.filterType===fo?this.updateBodePlot({switchToChart:!1}):this.applyFilterDesign()},debouncedApply(){clearTimeout(this.bodeTimeout),this.bodeTimeout=setTimeout(()=>{this.filterType===fo?this.updateBodePlot({switchToChart:!1}):this.applyFilterDesign()},300)},debouncedUpdateBode(){clearTimeout(this.bodeTimeout),this.bodeTimeout=setTimeout(()=>this.updateBodePlot({switchToChart:!1}),150)},onGainChange(){this.updateFromControls(),this.debouncedUpdateBode()},onFilterTypeChange(){this.systemGain=1,this.clearFixedOverrides(),this.bSliders=bo(),this.aSliders=bo(),this.outOfRangeB=[!1,!1,!1,!1,!1,!1,!1],this.outOfRangeA=[!1,!1,!1,!1,!1,!1,!1],this.showAdvancedAdjustment=!1,this.activeCoeffAdjustment=null,this.filterType!==fo&&(this.params=yo()),this.applyFilterDesign()},resetFilterParams(){clearTimeout(this.bodeTimeout),this.fs=po,this.filterType=uo,this.systemGain=1,this.params=yo(),this.b_str=mo,this.a_str=ho,this.baseB=this.padTo7(this.parseCoeffs(mo)),this.baseA=this.padTo7(this.parseCoeffs(ho)),this.clearFixedOverrides(),this.bSliders=bo(),this.aSliders=bo(),this.outOfRangeB=[!1,!1,!1,!1,!1,!1,!1],this.outOfRangeA=[!1,!1,!1,!1,!1,!1,!1],this.sense_b=`2x`,this.sense_a=`2x`,this.shiftBitsB=go,this.shiftBitsA=go,this.aFineStep=.01,this.fixedAFineStep=1,this.stopA1A2Repeat(),this.stopAFineDrag(),this.stopFixedA1A2Repeat(),this.stopFixedAFineDrag(),this.stopShiftBitRepeat(),this.stopShiftBitDrag(),this.showAdvancedAdjustment=!1,this.activeCoeffAdjustment=null,this.globalError=null,this.applyFilterDesign()},async applyFilterDesign(){if(this.filterType!==fo){this.globalError=null;try{let e={filter_type:this.filterType,fs:this.fs,lp_fc:this.params.fc,lp_order:this.params.order,hp_fc:this.params.fc,hp_order:this.params.order,bp_f_low:this.params.bp_f_low,bp_f_high:this.params.bp_f_high,bp_order:this.params.bp_order,notch_f0:this.params.notch_f0,notch_q:this.params.notch_q,opoz_fz:this.params.opoz_fz,opoz_fp:this.params.opoz_fp,tp1z_fz:this.params.tp1z_fz,tp1z_fp1:this.params.tp1z_fp1,tp1z_fp2:this.params.tp1z_fp2,tptz_fz1:this.params.tptz_fz1,tptz_fz2:this.params.tptz_fz2,tptz_fp1:this.params.tptz_fp1,tptz_fp2:this.params.tptz_fp2,pid_kp:this.params.kp,pid_ki:this.params.ki,pid_kd:this.params.kd,sogi_f0:this.params.sogi_f0,sogi_k:this.params.sogi_k},t=await fetch(`/api/design`,{method:`POST`,headers:{"Content-Type":`application/json`},body:JSON.stringify(e)});if(!t.ok){let e=await t.json();throw Error(e.detail||`設計濾波器失敗`)}let n=await t.json();this.baseB=this.padTo7(n.b),this.baseA=this.padTo7(n.a),this.baseA[0]=1,this.bSliders=[0,0,0,0,0,0,0],this.aSliders=[0,0,0,0,0,0,0],this.showAdvancedAdjustment=!1,this.activeCoeffAdjustment=null,this.updateFromControls(),this.updateBodePlot({switchToChart:!1})}catch(e){this.globalError=e.message}}},async updateBodePlot({switchToChart:e=!0}={}){this.loadingBode=!0,this.globalError=null;try{let t=this.parseCoeffs(this.b_str),n=this.parseCoeffs(this.a_str);t.length===0&&(t=[1]),n.length===0&&(n=[1]);let r=2**this.shiftBitsB,i=2**this.shiftBitsA,a=t.map((e,t)=>(this.fixedOverrides.b[t]===void 0?Math.round(e*r):this.fixedOverrides.b[t])/r),o=n.map((e,t)=>(this.fixedOverrides.a[t]===void 0?Math.round(e*i):this.fixedOverrides.a[t])/i),[s,c]=await Promise.all([fetch(`/api/bode`,{method:`POST`,headers:{"Content-Type":`application/json`},body:JSON.stringify({b:t,a:n,fs:this.fs})}),fetch(`/api/bode`,{method:`POST`,headers:{"Content-Type":`application/json`},body:JSON.stringify({b:a,a:o,fs:this.fs})})]);if(!s.ok||!c.ok)throw Error(`無法計算頻率響應`);let l=await s.json(),u=await c.json();this.drawBodePlot(l.freq,l.mag,l.phase,u.mag,u.phase),e&&window.innerWidth<1024&&(this.mobileTab=`chart`)}catch(e){this.globalError=e.message}finally{this.loadingBode=!1}},drawBodePlot(e,t,n,r,i){let a=this.fs,o=e[0],s=e[e.length-1],c=this.isDarkMode,l=window.innerWidth<768,u=[],d=[],f=Math.floor(Math.log10(o)),p=Math.ceil(Math.log10(s));for(let e=f;e<=p;e++)for(let t of[1,2,5]){let n=t*10**e;n<o||n>s||(u.push(n),n<1?d.push(n.toPrecision(3)):n<1e3?d.push(String(n)):n<1e6?d.push(n/1e3+`k`):d.push(n/1e6+`M`))}let m=[],h=[],g=(e,t,n)=>{let r=n===1?`y`:`y2`;m.push({type:`line`,x0:e,x1:e,y0:0,y1:1,xref:n===1?`x`:`x2`,yref:r+` 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