toml config support

Skip spatial force below display threshold
Update hand force calibration
2026-07-17 13:55:22 +08:00 · 2026-07-14 15:30:32 +08:00 · 2026-07-14 13:51:50 +08:00 · 2026-07-14 11:16:17 +08:00 · 2026-07-14 11:08:00 +08:00 · 2026-07-08 17:45:27 +08:00
29 changed files with 2231 additions and 877 deletions
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -1318,8 +1318,11 @@ dependencies = [
 "gltf",
 "image",
 "log",
+ "serde",
 "serialport",
 "tobj",
+ "toml",
+ "winresource",
 ]

 [[package]]
@@ -3645,6 +3648,15 @@ dependencies = [
 "syn",
 ]

+[[package]]
+name = "serde_spanned"
+version = "1.1.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "6662b5879511e06e8999a8a235d848113e942c9124f211511b16466ee2995f26"
+dependencies = [
+ "serde_core",
+]
+
 [[package]]
 name = "serialport"
 version = "4.9.0"
@@ -3989,6 +4001,21 @@ dependencies = [
 "ahash",
 ]

+[[package]]
+name = "toml"
+version = "1.1.3+spec-1.1.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "53c96ecdfa941c8fc4fcaed14f99ada8ebed502eef533015095a07e3301d4c3c"
+dependencies = [
+ "indexmap",
+ "serde_core",
+ "serde_spanned",
+ "toml_datetime",
+ "toml_parser",
+ "toml_writer",
+ "winnow",
+]
+
 [[package]]
 name = "toml_datetime"
 version = "1.1.1+spec-1.1.0"
@@ -4019,6 +4046,12 @@ dependencies = [
 "winnow",
 ]

+[[package]]
+name = "toml_writer"
+version = "1.1.2+spec-1.1.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "7d56353a2a665ad0f41a421187180aab746c8c325620617ad883a99a1cbe66d2"
+
 [[package]]
 name = "tracing"
 version = "0.1.44"
@@ -5017,6 +5050,16 @@ dependencies = [
 "memchr",
 ]

+[[package]]
+name = "winresource"
+version = "0.1.31"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "0986a8b1d586b7d3e4fe3d9ea39fb451ae22869dcea4aa109d287a374d866087"
+dependencies = [
+ "toml",
+ "version_check",
+]
+
 [[package]]
 name = "wit-bindgen"
 version = "0.51.0"
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -23,11 +23,14 @@ crc = "3.4.0"
 log = "0.4.29"
 tobj = "4.0.4"
 gltf = "1.4.1"
+toml = "1.1.3"
+serde = { version = "1.0.228", features = ["derive"] }
+

 [build-dependencies]
 anyhow = "1.0.102"
 fs_extra = "1.3.0"
-
+winresource = "0.1.31"

 [[bin]]
 name = "ESkinPlayer"
--- a/build.rs
+++ b/build.rs
@@ -27,6 +27,14 @@ fn main() -> Result<()> {
        copy_items(&items, &resource_dir, &copy_options)?;
    }

+    if std::env::var("CARGO_CFG_TARGET_OS").as_deref() == Ok("windows") {
+        let mut resource = winresource::WindowsResource::new();
+
+        resource.set_icon("res/icon.ico");
+
+        resource.compile().expect("compile windows icon failed");
+    }
+
    println!("cargo:rustc-env=RESOURCE_DIR={}", resource_dir.display());

    Ok(())
--- a/config.toml
+++ b/config.toml
@@ -0,0 +1,59 @@
+[thumb]
+"0.57" = 35694
+"2.57" = 226640
+"3.57" = 319868
+"4.57" = 398021
+"5.57" = 450448
+"6.57" = 510506
+"8.57" = 592075
+"10.57" = 655760
+"15.57" = 771671
+"20.57" = 813967
+
+[index]
+"0.57" = 45490
+"2.57" = 267579
+"3.57" = 352066
+"4.57" = 431681
+"5.57" = 457605
+"6.57" = 550875
+"8.57" = 624327
+"10.57" = 732735
+"15.57" = 883397
+"20.57" = 899338
+
+[middle]
+"0.57" = 51562
+"2.57" = 252840
+"3.57" = 326531
+"4.57" = 386571
+"5.57" = 415819
+"6.57" = 514679
+"8.57" = 631745
+"10.57" = 678945
+"15.57" = 810847
+"20.57" = 900422
+
+[ring]
+"0.57" = 33213
+"2.57" = 220611
+"3.57" = 307383
+"4.57" = 369637
+"5.57" = 430462
+"6.57" = 489659
+"8.57" = 584789
+"10.57" = 664960
+"15.57" = 802749
+"20.57" = 926907
+
+[little]
+"0.57" = 44291
+"2.57" = 216657
+"3.57" = 301950
+"4.57" = 366186
+"5.57" = 384791
+"6.57" = 496521
+"8.57" = 566189
+"10.57" = 701459
+"15.57" = 845608
+"20.57" = 940796
--- a/res/128x128@2x.png
+++ b/res/128x128@2x.png
--- a/res/icon.ico
+++ b/res/icon.ico
--- a/scripts/extract_excel_data.py
+++ b/scripts/extract_excel_data.py
@@ -0,0 +1,275 @@
+#!/usr/bin/env python3
+# -*- coding: utf-8 -*-
+"""
+提取 展会数据-H版本.xlsx 中每一组数据并按指定格式输出。
+
+数据组织：5 个数据组（1#、3#、7#、8#、10#），由空行分隔。
+每组包含 10 行指标：
+    指标 / 1s 均值 / 240s 输出值 / 240s 均值 / 误差(%) /
+    精度 / b值平均值 / AD值增幅 / AD值漂移 / 增幅/漂移
+每行有 12 个数值列（C~N），与 指标 行的 12 个挡位一一对应。
+
+输出格式（示例）：
+    1#, 115181, 365308, 485911, ...,
+    3#, 116825, 371568, 475160, ...,
+
+用法：
+    python extract_excel_data.py [xlsx_path] [选项]
+        --row LABEL         只输出指定指标行（如 "1s 均值"），可多次指定
+        --skip-indicators V 跳过指定挡位（按 指标 行数值匹配），可多次指定
+        --with-title        在每行首部加上组编号（如 "1#, 115181, ..."）
+        --raw               保留原始数值（不取整）
+        --annotate          在每行末尾附加 "  // 组号 指标名" 注释
+        -o FILE             输出到文件（默认输出到标准输出）
+"""
+
+import argparse
+import os
+import sys
+import openpyxl
+
+# 默认 Excel 文件路径
+DEFAULT_XLSX = os.path.join(
+    os.path.dirname(os.path.abspath(__file__)),
+    "..",
+    "展会数据-H版本.xlsx",
+)
+
+
+def is_blank_row(row_values):
+    """判断是否为空白行（全为 None 或空字符串）。"""
+    for v in row_values:
+        if v is None:
+            continue
+        if isinstance(v, str) and v.strip() == "":
+            continue
+        return False
+    return True
+
+
+def is_group_header(row_values):
+    """判断是否为组标题行（A 列为类似 '1#' '3#' 的编号）。"""
+    first = row_values[0]
+    if first is None:
+        return False
+    return isinstance(first, str) and first.strip().endswith("#")
+
+
+def extract_data_rows(ws):
+    """
+    返回一个列表，每个元素是 (group_name, row_label, [12 个数值])。
+    group_name 为当前组编号；row_label 为 B 列标签；数值列表为 C~N 列。
+    """
+    results = []
+    current_group = None
+
+    for row in ws.iter_rows(min_row=1, max_row=ws.max_row, values_only=True):
+        row = list(row[:14])  # 仅取前 14 列
+        if is_blank_row(row):
+            continue
+
+        if is_group_header(row):
+            current_group = row[0]
+            label = row[1] if len(row) > 1 and row[1] is not None else "指标"
+            values = row[2:]
+            results.append((current_group, label, values))
+            continue
+
+        label = row[1] if len(row) > 1 and row[1] is not None else ""
+        values = row[2:]
+        if current_group is None:
+            continue
+        results.append((current_group, label, values))
+
+    return results
+
+
+def parse_skip_indicators(values):
+    """
+    把命令行传入的 --skip-indicators 值解析为浮点数集合。
+    支持 "0.97" 或 "0.97,1.97" 形式。
+    """
+    out = set()
+    if not values:
+        return out
+    for raw in values:
+        for token in str(raw).split(","):
+            token = token.strip()
+            if not token:
+                continue
+            try:
+                out.add(float(token))
+            except ValueError:
+                print(f"警告：无法解析指标值 '{token}'，已忽略。", file=sys.stderr)
+    return out
+
+
+def indicators_match(a, b, tol=1e-9):
+    """浮点数比较（容忍微小误差）。"""
+    if a is None or b is None:
+        return False
+    try:
+        return abs(float(a) - float(b)) < tol
+    except (TypeError, ValueError):
+        return False
+
+
+def format_value(v, raw=False):
+    """
+    将单元格值格式化为字符串。
+    raw=False: 数值四舍五入到整数（匹配示例样式）。
+    raw=True : 保留原始数值。
+    """
+    if v is None:
+        return "0"
+    if isinstance(v, bool):
+        return "1" if v else "0"
+    if isinstance(v, (int,)):
+        return str(v)
+    if isinstance(v, float):
+        if raw:
+            if v.is_integer():
+                return str(int(v))
+            return f"{v:g}" if abs(v) >= 1e-4 else repr(v)
+        return str(int(round(v)))
+    s = str(v).strip()
+    if s == "":
+        return "0"
+    try:
+        f = float(s)
+        if raw:
+            if f.is_integer():
+                return str(int(f))
+            return f"{f:g}"
+        return str(int(round(f)))
+    except ValueError:
+        return s
+
+
+def format_line(values, raw=False):
+    """把数值列表格式化为 'v1, v2, ..., vn,' 形式。"""
+    return ", ".join(format_value(v, raw=raw) for v in values) + ","
+
+
+def parse_args():
+    p = argparse.ArgumentParser(
+        description="提取展会数据 Excel 中的每一行数据。",
+    )
+    p.add_argument(
+        "xlsx",
+        nargs="?",
+        default=DEFAULT_XLSX,
+        help="Excel 文件路径（默认: 展会数据-H版本.xlsx）",
+    )
+    p.add_argument(
+        "--row",
+        action="append",
+        default=None,
+        metavar="LABEL",
+        help='只输出指定指标行（如 "1s 均值"），可多次指定。'
+             "未指定时输出全部行。",
+    )
+    p.add_argument(
+        "--skip-indicators",
+        action="append",
+        default=None,
+        metavar="V",
+        help="跳过指定挡位（按 指标 行数值匹配）。可多次指定，"
+             "也支持逗号分隔。例: --skip-indicators 0.97 --skip-indicators 1.97",
+    )
+    p.add_argument(
+        "--with-title",
+        action="store_true",
+        help="在每行首部加上组编号（如 \"1#, 115181, 365308, ...\"）",
+    )
+    p.add_argument(
+        "--raw",
+        action="store_true",
+        help="保留原始数值（不取整）",
+    )
+    p.add_argument(
+        "--annotate",
+        action="store_true",
+        help="在每行末尾附加 // 组号 指标名 注释",
+    )
+    p.add_argument(
+        "-o",
+        "--output",
+        default=None,
+        help="输出文件路径（默认输出到标准输出）",
+    )
+    return p.parse_args()
+
+
+def main():
+    args = parse_args()
+    xlsx_path = os.path.abspath(args.xlsx)
+
+    if not os.path.exists(xlsx_path):
+        print(f"错误：找不到文件 {xlsx_path}", file=sys.stderr)
+        return 1
+
+    wb = openpyxl.load_workbook(xlsx_path, data_only=True)
+    ws = wb.active
+
+    rows = extract_data_rows(ws)
+    if not rows:
+        print("未找到任何数据。", file=sys.stderr)
+        return 1
+
+    # ===== 列筛选（先做，依赖 指标 行） =====
+    skip_set = parse_skip_indicators(args.skip_indicators)
+    if skip_set:
+        filtered = []
+        current_indicators = None
+        for group, label, values in rows:
+            if label == "指标":
+                current_indicators = values
+            if current_indicators is None:
+                # 没有任何组提供 指标 行作对照，原样保留
+                filtered.append((group, label, values))
+                continue
+            kept = [
+                v for v, ind in zip(values, current_indicators)
+                if not any(indicators_match(ind, s) for s in skip_set)
+            ]
+            filtered.append((group, label, kept))
+        rows = filtered
+
+    # ===== 行筛选（在列筛选之后） =====
+    if args.row:
+        wanted = {name.strip() for name in args.row}
+        rows = [(g, l, v) for (g, l, v) in rows if l in wanted]
+        if not rows:
+            print(
+                f"未找到匹配的行 {args.row}。可用行名请参考 Excel 文件 B 列。",
+                file=sys.stderr,
+            )
+            return 1
+
+    out_lines = []
+    last_group = None
+    for group, label, values in rows:
+        if last_group is not None and group != last_group:
+            out_lines.append("")  # 组之间插入空行
+        last_group = group
+
+        line = format_line(values, raw=args.raw)
+        if args.with_title:
+            line = f"{group}, {line}"
+        if args.annotate:
+            line = f"{line}  // {group} {label}"
+        out_lines.append(line)
+
+    text = "\n".join(out_lines) + "\n"
+    if args.output:
+        with open(args.output, "w", encoding="utf-8") as f:
+            f.write(text)
+        print(f"已写入 {len(rows)} 行数据到 {args.output}", file=sys.stderr)
+    else:
+        sys.stdout.write(text)
+    return 0
+
+
+if __name__ == "__main__":
+    sys.exit(main())
--- a/src/app.rs
+++ b/src/app.rs
--- a/src/breakout.rs
+++ b/src/breakout.rs
@@ -20,6 +20,7 @@ enum BreakoutPhase {
    Idle,
    Running,
    Paused,
+    Won,
    Over,
 }

@@ -46,7 +47,6 @@ pub struct BreakoutGame {
    score: u32,
    combo: u32,
    lives: u32,
-    level: u32,
    last_time: Option<f64>,
    previous_pause_gesture: bool,
    pause_locked_until: f64,
@@ -63,7 +63,6 @@ impl Default for BreakoutGame {
            score: 0,
            combo: 0,
            lives: 3,
-            level: 1,
            last_time: None,
            previous_pause_gesture: false,
            pause_locked_until: 0.0,
@@ -150,7 +149,6 @@ impl BreakoutGame {
            status_chip(ui, "分数", self.score.to_string(), ACCENT_GREEN);
            status_chip(ui, "连击", self.combo.to_string(), ACCENT_ORANGE);
            status_chip(ui, "生命", self.lives.to_string(), ACCENT_RED);
-            status_chip(ui, "关卡", self.level.to_string(), ACCENT_BLUE);
        });

        ui.add_space(7.0);
@@ -191,12 +189,11 @@ impl BreakoutGame {
        self.score = 0;
        self.combo = 0;
        self.lives = 3;
-        self.level = 1;
        self.rebuild_bricks();
    }

    fn start(&mut self) {
-        if self.phase == BreakoutPhase::Over {
+        if self.phase == BreakoutPhase::Over || self.phase == BreakoutPhase::Won {
            self.reset();
        }
        if self.phase != BreakoutPhase::Running {
@@ -219,7 +216,10 @@ impl BreakoutGame {
        let threshold = pressure_pause_threshold();
        let active = top_force >= threshold;
        if active && !self.previous_pause_gesture && now >= self.pause_locked_until {
-            if self.phase == BreakoutPhase::Idle || self.phase == BreakoutPhase::Over {
+            if matches!(
+                self.phase,
+                BreakoutPhase::Idle | BreakoutPhase::Over | BreakoutPhase::Won
+            ) {
                self.start();
            } else {
                self.toggle_pause();
@@ -249,11 +249,7 @@ impl BreakoutGame {
    }

    fn launch_ball(&mut self) {
-        let direction = if self.level.is_multiple_of(2) {
-            -0.24
-        } else {
-            0.24
-        };
+        let direction = 0.24;
        self.ball_pos = egui::pos2(self.paddle_x, PADDLE_Y - PADDLE_H - BALL_RADIUS);
        self.ball_vel = egui::vec2(direction, -1.0).normalized() * BALL_SPEED;
    }
@@ -328,9 +324,8 @@ impl BreakoutGame {
        }

        if self.bricks.iter().all(|brick| !brick.alive) {
-            self.level += 1;
-            self.rebuild_bricks();
-            self.launch_ball();
+            self.phase = BreakoutPhase::Won;
+            self.ball_vel = egui::Vec2::ZERO;
        }
    }

@@ -362,6 +357,7 @@ impl BreakoutGame {
            BreakoutPhase::Idle => "待机",
            BreakoutPhase::Running => "运行",
            BreakoutPhase::Paused => "暂停",
+            BreakoutPhase::Won => "过关",
            BreakoutPhase::Over => "结束",
        }
    }
@@ -376,7 +372,7 @@ impl BreakoutGame {
        painter.rect_stroke(
            rect,
            egui::CornerRadius::same(6),
-            egui::Stroke::new(1.0_f32, color_alpha(ONE_DARK_PRO.accent, 110)),
+            egui::Stroke::new(1.0, color_alpha(ONE_DARK_PRO.accent, 110)),
            egui::StrokeKind::Outside,
        );

@@ -391,6 +387,7 @@ impl BreakoutGame {

        if self.phase == BreakoutPhase::Idle
            || self.phase == BreakoutPhase::Paused
+            || self.phase == BreakoutPhase::Won
            || self.phase == BreakoutPhase::Over
        {
            paint_center_overlay(&painter, rect, self.phase);
@@ -407,6 +404,10 @@ pub fn control_from_matrix(raw: &[u32], rows: u32, cols: u32) -> BreakoutControl
    let cols = cols.max(1) as usize;
    let sample_rows = rows.min(2);
    let sample_cols = cols.min(2);
+    let top_gesture_rows = rows.min(1);
+    let top_gesture_cols = (cols / 3).clamp(1, cols);
+    let top_gesture_col_start = (cols - top_gesture_cols) / 2;
+    let top_gesture_col_end = top_gesture_col_start + top_gesture_cols;
    let avg = |row_start: usize, row_end: usize, col_start: usize, col_end: usize| -> f32 {
        let mut sum = 0.0;
        let mut count = 0.0;
@@ -434,7 +435,12 @@ pub fn control_from_matrix(raw: &[u32], rows: u32, cols: u32) -> BreakoutControl

    let left_force = tl + bl;
    let right_force = tr + br;
-    let top_force = tl + tr;
+    let top_force = avg(
+        0,
+        top_gesture_rows,
+        top_gesture_col_start,
+        top_gesture_col_end,
+    );
    let span = 1200.0_f32.max((PRESSURE_RANGE_MAX - PRESSURE_RANGE_MIN) * 0.22);
    let raw_axis = ((right_force - left_force) / span).clamp(-1.0, 1.0);
    let axis = if raw_axis.abs() < 0.045 {
@@ -473,7 +479,7 @@ fn circle_hits_rect(center: egui::Pos2, radius: f32, rect: egui::Rect) -> bool {
 fn status_chip(ui: &mut egui::Ui, label: &'static str, value: impl ToString, color: egui::Color32) {
    egui::Frame::new()
        .fill(color_alpha(ONE_DARK_PRO.panel_deep, 190))
-        .stroke(egui::Stroke::new(1.0_f32, color_alpha(color, 92)))
+        .stroke(egui::Stroke::new(1.0, color_alpha(color, 92)))
        .corner_radius(egui::CornerRadius::same(4))
        .inner_margin(egui::Margin::symmetric(8, 4))
        .show(ui, |ui| {
@@ -489,6 +495,7 @@ fn status_color(phase: BreakoutPhase) -> egui::Color32 {
        BreakoutPhase::Idle => ONE_DARK_PRO.text_dim,
        BreakoutPhase::Running => ACCENT_GREEN,
        BreakoutPhase::Paused => ACCENT_ORANGE,
+        BreakoutPhase::Won => ACCENT_GREEN,
        BreakoutPhase::Over => ACCENT_RED,
    }
 }
@@ -518,7 +525,7 @@ fn paint_arena_grid(painter: &egui::Painter, rect: egui::Rect) {
    painter.rect_stroke(
        rect,
        egui::CornerRadius::same(6),
-        egui::Stroke::new(1.0_f32, color_alpha(ONE_DARK_PRO.accent, 70)),
+        egui::Stroke::new(1.0, color_alpha(ONE_DARK_PRO.accent, 70)),
        egui::StrokeKind::Inside,
    );
 }
@@ -535,7 +542,7 @@ fn paint_brick(painter: &egui::Painter, arena: egui::Rect, brick: &Brick, index:
        painter.rect_stroke(
            rect.expand(4.0 * brick.flash),
            egui::CornerRadius::same(4),
-            egui::Stroke::new(1.4_f32, color_alpha(ONE_DARK_PRO.accent_hot, alpha)),
+            egui::Stroke::new(1.4, color_alpha(ONE_DARK_PRO.accent_hot, alpha)),
            egui::StrokeKind::Outside,
        );
    }
@@ -568,7 +575,7 @@ fn paint_control_meter(painter: &egui::Painter, arena: egui::Rect, control: Brea
    painter.rect_stroke(
        meter,
        egui::CornerRadius::same(4),
-        egui::Stroke::new(1.0_f32, color_alpha(ONE_DARK_PRO.border, 120)),
+        egui::Stroke::new(1.0, color_alpha(ONE_DARK_PRO.border, 120)),
        egui::StrokeKind::Outside,
    );
    let center_x = meter.center().x;
@@ -577,7 +584,7 @@ fn paint_control_meter(painter: &egui::Painter, arena: egui::Rect, control: Brea
            egui::pos2(center_x, meter.top()),
            egui::pos2(center_x, meter.bottom()),
        ],
-        egui::Stroke::new(1.0_f32, ONE_DARK_PRO.border_soft),
+        egui::Stroke::new(1.0, ONE_DARK_PRO.border_soft),
    );
    let marker_x = center_x + control.axis.clamp(-1.0, 1.0) * meter.width() * 0.45;
    painter.circle_filled(
@@ -611,6 +618,7 @@ fn paint_center_overlay(painter: &egui::Painter, rect: egui::Rect, phase: Breako
    let (title, detail) = match phase {
        BreakoutPhase::Idle => ("按压顶部或点击开始", "左右分区压力控制挡板"),
        BreakoutPhase::Paused => ("已暂停", "再次按压顶部、P 或点击暂停继续"),
+        BreakoutPhase::Won => ("恭喜过关", "按压顶部、点击或空格重新开始"),
        BreakoutPhase::Over => ("游戏结束", "点击或空格重开"),
        BreakoutPhase::Running => ("", ""),
    };
--- a/src/config.rs
+++ b/src/config.rs
@@ -0,0 +1,70 @@
+use serde::Deserialize;
+use std::{
+    collections::BTreeMap,
+    fs,
+    path::{Path, PathBuf},
+};
+
+#[derive(Debug, Deserialize)]
+pub struct HandForceConfig {
+    pub thumb: BTreeMap<String, u32>,
+    pub index: BTreeMap<String, u32>,
+    pub middle: BTreeMap<String, u32>,
+    pub ring: BTreeMap<String, u32>,
+    pub little: BTreeMap<String, u32>,
+}
+
+pub fn try_load_hand_force_config() -> Option<HandForceConfig> {
+    let path: PathBuf = std::env::current_exe().ok()?.parent()?.join("config.toml");
+    load_hand_force_config(&path)
+}
+
+fn load_hand_force_config(path: &Path) -> Option<HandForceConfig> {
+    let content = fs::read_to_string(path).ok()?;
+    toml::from_str(&content).ok()
+}
+
+#[cfg(test)]
+mod tests {
+    use super::*;
+    use std::time::{SystemTime, UNIX_EPOCH};
+
+    #[test]
+    fn loads_hand_force_config_toml() {
+        let path = std::env::temp_dir().join(format!(
+            "eskin-hand-force-config-{}-{}.toml",
+            std::process::id(),
+            SystemTime::now()
+                .duration_since(UNIX_EPOCH)
+                .expect("system clock should be after Unix epoch")
+                .as_nanos()
+        ));
+        fs::write(
+            &path,
+            r#"
+                [thumb]
+                "0.57" = 35694
+                "2.57" = 226640
+
+                [index]
+                "0.57" = 45490
+
+                [middle]
+                "0.57" = 51562
+
+                [ring]
+                "0.57" = 33213
+
+                [little]
+                "0.57" = 44291
+            "#,
+        )
+        .expect("test config should be writable");
+
+        let config = load_hand_force_config(&path).expect("valid TOML should load");
+        fs::remove_file(&path).expect("test config should be removable");
+
+        assert_eq!(config.thumb["2.57"], 226640);
+        assert_eq!(config.index["0.57"], 45490);
+    }
+}
--- a/src/connection.rs
+++ b/src/connection.rs
@@ -179,7 +179,6 @@ impl Default for ConnectionManager {
 }

 /// The blocking device loop that runs on a background thread.
-#[allow(clippy::too_many_arguments)]
 fn run_device_loop(
    port_name: &str,
    rows: u32,
--- a/src/force.rs
+++ b/src/force.rs
@@ -1,7 +1,8 @@
 use crate::serial_core::multi_dim_force::PztProcessor;

-const FINGER_SAMPLE_COUNT: usize = 84;
-const MIN_TANGENTIAL_MAGNITUDE: f32 = 0.02;
+pub const FINGER_SAMPLE_COUNT: usize = 84;
+pub const HAND_FINGERTIP_COUNT: usize = 5;
+const MIN_TANGENTIAL_MAGNITUDE: f32 = 0.1;

 #[derive(Debug, Clone, Copy)]
 pub struct HudSpatialForce {
@@ -11,17 +12,22 @@ pub struct HudSpatialForce {

 pub struct ForceEstimatorState {
    pzt_processor: PztProcessor,
+    fingertip_processors: [PztProcessor; HAND_FINGERTIP_COUNT],
 }

 impl ForceEstimatorState {
    pub fn new() -> Self {
        Self {
            pzt_processor: PztProcessor::new(),
+            fingertip_processors: std::array::from_fn(|_| PztProcessor::new()),
        }
    }

    pub fn reset(&mut self) {
        self.pzt_processor.reset_baseline();
+        self.fingertip_processors
+            .iter_mut()
+            .for_each(PztProcessor::reset_baseline);
    }

    pub fn analyze(&mut self, values: &[u32]) -> Option<HudSpatialForce> {
@@ -40,6 +46,49 @@ impl ForceEstimatorState {
                magnitude: analysis.magnitude,
            })
    }
+
+    pub fn analyze_fingertips(
+        &mut self,
+        values: &[u32],
+    ) -> [Option<HudSpatialForce>; HAND_FINGERTIP_COUNT] {
+        self.analyze_fingertips_masked(values, &[true; HAND_FINGERTIP_COUNT])
+    }
+
+    pub fn analyze_fingertips_masked(
+        &mut self,
+        values: &[u32],
+        enabled: &[bool; HAND_FINGERTIP_COUNT],
+    ) -> [Option<HudSpatialForce>; HAND_FINGERTIP_COUNT] {
+        let mut forces = [None; HAND_FINGERTIP_COUNT];
+
+        for (tip_index, processor) in self.fingertip_processors.iter_mut().enumerate() {
+            if !enabled[tip_index] {
+                continue;
+            }
+
+            let start = tip_index * FINGER_SAMPLE_COUNT;
+            let end = start + FINGER_SAMPLE_COUNT;
+            let Some(segment) = values.get(start..end) else {
+                break;
+            };
+
+            let pzt_values = segment
+                .iter()
+                .map(|value| *value as f32)
+                .collect::<Vec<_>>();
+
+            forces[tip_index] = processor
+                .get_pzt_analysis(&pzt_values)
+                .ok()
+                .filter(|analysis| analysis.magnitude > MIN_TANGENTIAL_MAGNITUDE)
+                .map(|analysis| HudSpatialForce {
+                    angle_deg: analysis.angle_deg,
+                    magnitude: analysis.magnitude,
+                });
+        }
+
+        forces
+    }
 }

 impl Default for ForceEstimatorState {
--- a/src/main.rs
+++ b/src/main.rs
@@ -2,6 +2,7 @@
 #![cfg_attr(not(debug_assertions), windows_subsystem = "windows")]
 mod app;
 mod breakout;
+mod config;
 mod connection;
 mod force;
 mod matrix;
@@ -20,12 +21,15 @@ use eframe::egui;
 fn main() -> eframe::Result<()> {
    env_logger::init();

+    let window_icon = eframe::icon_data::from_png_bytes(include_bytes!("../res/128x128@2x.png"))
+        .expect("load window icon failed");
    let options = eframe::NativeOptions {
        renderer: eframe::Renderer::Wgpu,
        viewport: egui::ViewportBuilder::default()
            .with_inner_size([1920.0, 1080.0])
            .with_min_inner_size([1280.0, 720.0])
-            .with_decorations(false),
+            .with_decorations(false)
+            .with_icon(window_icon),
        ..Default::default()
    };

--- a/src/matrix.rs
+++ b/src/matrix.rs
@@ -1,7 +1,5 @@
 pub const MATRIX_ROWS: u32 = 12;
 pub const MATRIX_COLS: u32 = 7;
-pub const UNFOLDED_SENSOR_COUNT: usize = 104;
-pub const UNFOLDED_SENSOR_SEGMENT_COUNTS: [usize; 10] = [8, 3, 5, 8, 10, 44, 3, 5, 8, 10];

 const BASE_MATRIX_SPAN: f32 = 24.0;
 const MATRIX_SPAN_GROWTH: f32 = 0.6;
--- a/src/recording.rs
+++ b/src/recording.rs
@@ -145,10 +145,10 @@ impl Recorder {
            r.state == RecordingState::Recording || r.state == RecordingState::Paused,
            "nothing to stop"
        );
-        if r.state == RecordingState::Paused
-            && let Some(ps) = r.pause_start.take()
-        {
-            r.paused_duration_ms += ps.elapsed().as_millis() as u64;
+        if r.state == RecordingState::Paused {
+            if let Some(ps) = r.pause_start.take() {
+                r.paused_duration_ms += ps.elapsed().as_millis() as u64;
+            }
        }
        r.state = RecordingState::Idle;
        Ok(())
@@ -317,14 +317,15 @@ impl Recorder {
        }

        // Set the start instant so duration_ms() reports the imported span
-        if !r.frames.is_empty()
-            && let Some(last) = r.frames.last()
-        {
-            // Pretend the recording happened `last.timestamp_ms` ago
-            // so that elapsed_ms() would return that value.
-            // We store a "fake" start by noting the offset.
-            r.start = Some(Instant::now() - std::time::Duration::from_millis(last.timestamp_ms));
-            r.paused_duration_ms = 0;
+        if !r.frames.is_empty() {
+            if let Some(last) = r.frames.last() {
+                // Pretend the recording happened `last.timestamp_ms` ago
+                // so that elapsed_ms() would return that value.
+                // We store a "fake" start by noting the offset.
+                r.start =
+                    Some(Instant::now() - std::time::Duration::from_millis(last.timestamp_ms));
+                r.paused_duration_ms = 0;
+            }
        }

        Ok(())
--- a/src/render.rs
+++ b/src/render.rs
@@ -1,5 +1,5 @@
 use crate::{
-    matrix::{MatrixLayout, UNFOLDED_SENSOR_COUNT, build_view_projection, glyph_world_position},
+    matrix::{MatrixLayout, build_view_projection, glyph_world_position},
    model::{AlphaMode, InstanceRaw, ModelVertex, Vertex},
    resources, texture,
 };
@@ -44,122 +44,53 @@ pub struct HandGatewayMode {

 const HAND_TIP_MATRICES: [HandTipMatrix; 5] = [
    HandTipMatrix {
-        center_px: [260.0, 490.0],
+        center_px: [263.5, 495.0],
        size_px: [70.0, 120.0],
-        angle_rad: -0.45,
+        angle_rad: -0.40,
    },
    HandTipMatrix {
-        center_px: [360.0, 255.0],
+        center_px: [362.0, 260.0],
        size_px: [70.0, 120.0],
-        angle_rad: -0.05,
+        angle_rad: -0.158,
    },
    HandTipMatrix {
-        center_px: [485.0, 225.0],
+        center_px: [480.5, 228.0],
        size_px: [70.0, 120.0],
-        angle_rad: 0.0,
+        angle_rad: -0.02,
    },
    HandTipMatrix {
-        center_px: [595.0, 260.0],
+        center_px: [594.0, 265.0],
        size_px: [70.0, 120.0],
-        angle_rad: 0.12,
+        angle_rad: 0.10,
    },
    HandTipMatrix {
-        center_px: [705.0, 385.0],
+        center_px: [693.0, 370.0],
        size_px: [70.0, 120.0],
-        angle_rad: 0.28,
+        angle_rad: 0.22,
    },
 ];

-const UNFOLDED_CANVAS_SIZE: [f32; 2] = [850.0, 750.0];
-const UNFOLDED_CELL_SPACING_PX: f32 = 42.0;
-const UNFOLDED_SENSOR_CHIPS: [HandPalmChip; 10] = [
-    // Top cap: 2 rows x 4 columns.
+const HAND_PALM_CHIPS: [HandPalmChip; 2] = [
    HandPalmChip {
-        center_px: [425.0, 165.0],
-        size_px: [176.0, 88.0],
-        angle_rad: 0.0,
-        rows: 2,
-        cols: 4,
-        sample_offset: 0,
-    },
-    // Left wing, authored from the outside towards the 11x4 center block.
-    HandPalmChip {
-        center_px: [140.0, 578.0],
-        size_px: [46.0, 132.0],
-        angle_rad: 0.0,
-        rows: 3,
-        cols: 1,
-        sample_offset: 8,
-    },
-    HandPalmChip {
-        center_px: [188.0, 534.0],
-        size_px: [46.0, 220.0],
-        angle_rad: 0.0,
+        center_px: [530.0, 593.0],
+        size_px: [258.0, 88.0],
+        angle_rad: 0.12,
        rows: 5,
-        cols: 1,
-        sample_offset: 11,
+        cols: 14,
    },
    HandPalmChip {
-        center_px: [236.0, 468.0],
-        size_px: [46.0, 352.0],
-        angle_rad: 0.0,
-        rows: 8,
-        cols: 1,
-        sample_offset: 16,
-    },
-    HandPalmChip {
-        center_px: [284.0, 424.0],
-        size_px: [46.0, 440.0],
-        angle_rad: 0.0,
-        rows: 10,
-        cols: 1,
-        sample_offset: 24,
-    },
-    // Center spine: 11 rows x 4 columns.
-    HandPalmChip {
-        center_px: [425.0, 444.0],
-        size_px: [176.0, 484.0],
-        angle_rad: 0.0,
+        center_px: [610.0, 778.0],
+        size_px: [82.0, 228.0],
+        angle_rad: 0.05,
        rows: 11,
        cols: 4,
-        sample_offset: 34,
-    },
-    // Right wing mirrors the left wing. Data remains ordered 3, 5, 8, 10.
-    HandPalmChip {
-        center_px: [710.0, 578.0],
-        size_px: [46.0, 132.0],
-        angle_rad: 0.0,
-        rows: 3,
-        cols: 1,
-        sample_offset: 78,
-    },
-    HandPalmChip {
-        center_px: [662.0, 534.0],
-        size_px: [46.0, 220.0],
-        angle_rad: 0.0,
-        rows: 5,
-        cols: 1,
-        sample_offset: 81,
-    },
-    HandPalmChip {
-        center_px: [614.0, 468.0],
-        size_px: [46.0, 352.0],
-        angle_rad: 0.0,
-        rows: 8,
-        cols: 1,
-        sample_offset: 86,
-    },
-    HandPalmChip {
-        center_px: [566.0, 424.0],
-        size_px: [46.0, 440.0],
-        angle_rad: 0.0,
-        rows: 10,
-        cols: 1,
-        sample_offset: 94,
    },
 ];

 const HAND_FINGER_SENSOR_CELLS: usize = 12 * 7;
+const HAND_PALM_HORIZONTAL_OFFSET: usize = HAND_FINGER_SENSOR_CELLS * 5;
+const HAND_PALM_VERTICAL_OFFSET: usize = HAND_PALM_HORIZONTAL_OFFSET + 5 * 14;
+const HAND_TIP_DOT_LOCAL_Y_OFFSET_PX: f32 = 14.0;

 // Each entry pins one miniature matrix to a fingertip in hand.png.
 // Coordinates are authored in source-image pixels so they are easy to tune by eye.
@@ -170,15 +101,14 @@ struct HandTipMatrix {
    angle_rad: f32,
 }

-// One block in the flat 270-degree sensor layout. Coordinates use a dedicated
-// 850x750 canvas so the unfolded shape stays prominent across window sizes.
+// Palm chips follow the hand layout: one horizontal 5x14 matrix and one vertical
+// 11x4 matrix, rendered as dark inset chip tiles on the palm.
 struct HandPalmChip {
    center_px: [f32; 2],
    size_px: [f32; 2],
    angle_rad: f32,
    rows: u32,
    cols: u32,
-    sample_offset: usize,
 }

 impl egui_wgpu::CallbackTrait for WgpuBackgroundCallback {
@@ -227,6 +157,7 @@ pub struct BackgroundRenderResources {
    dot_pipeline: wgpu::RenderPipeline,
    hand_membrane_pipeline: wgpu::RenderPipeline,
    hand_dot_pipeline: wgpu::RenderPipeline,
+    hand_palm_chip_pipeline: wgpu::RenderPipeline,
    hand_palm_dot_pipeline: wgpu::RenderPipeline,
    hand_image_bind_group: wgpu::BindGroup,
    hand_image_texture: texture::Texture,
@@ -238,6 +169,8 @@ pub struct BackgroundRenderResources {
    hand_membrane_instances: Vec<GlyphInstance>,
    hand_dot_instance_buffer: wgpu::Buffer,
    hand_dot_instances: Vec<GlyphInstance>,
+    hand_palm_chip_instance_buffer: wgpu::Buffer,
+    hand_palm_chip_instances: Vec<GlyphInstance>,
    hand_palm_dot_instance_buffer: wgpu::Buffer,
    hand_palm_dot_instances: Vec<GlyphInstance>,
    render_options: RenderOptions,
@@ -345,7 +278,10 @@ impl BackgroundRenderResources {
            build_view_projection(1.0, &layout),
            surface_is_srgb,
            render_options,
-            UNFOLDED_CANVAS_SIZE,
+            [
+                hand_image_texture.width as f32,
+                hand_image_texture.height as f32,
+            ],
        );
        let uniform_buffer = device.create_buffer_init(&wgpu::util::BufferInitDescriptor {
            label: Some("Pressure Matrix Uniform Buffer"),
@@ -562,6 +498,8 @@ impl BackgroundRenderResources {
            create_hand_membrane_pipeline(device, target_format, &shader, &pipeline_layout);
        let hand_dot_pipeline =
            create_hand_dot_pipeline(device, target_format, &shader, &pipeline_layout);
+        let hand_palm_chip_pipeline =
+            create_hand_palm_chip_pipeline(device, target_format, &shader, &pipeline_layout);
        let hand_palm_dot_pipeline =
            create_hand_palm_dot_pipeline(device, target_format, &shader, &pipeline_layout);

@@ -594,12 +532,13 @@ impl BackgroundRenderResources {
        let hand_membrane_instances = build_hand_membrane_instances(
            hand_image_texture.width as f32,
            hand_image_texture.height as f32,
+            &[],
        );
        let hand_membrane_instance_buffer =
            device.create_buffer_init(&wgpu::util::BufferInitDescriptor {
                label: Some("Hand Fingertip Membrane Instance Buffer"),
                contents: bytemuck::cast_slice(&hand_membrane_instances),
-                usage: wgpu::BufferUsages::VERTEX,
+                usage: wgpu::BufferUsages::VERTEX | wgpu::BufferUsages::COPY_DST,
            });
        let hand_dot_instances = build_hand_dot_instances(
            rows,
@@ -614,8 +553,23 @@ impl BackgroundRenderResources {
                contents: bytemuck::cast_slice(&hand_dot_instances),
                usage: wgpu::BufferUsages::VERTEX | wgpu::BufferUsages::COPY_DST,
            });
-        let hand_palm_dot_instances =
-            build_hand_palm_dot_instances(rows, cols, &[[0.0, 0.0]; PRESSURE_CELL_COUNT]);
+        let hand_palm_chip_instances = build_hand_palm_chip_instances(
+            hand_image_texture.width as f32,
+            hand_image_texture.height as f32,
+        );
+        let hand_palm_chip_instance_buffer =
+            device.create_buffer_init(&wgpu::util::BufferInitDescriptor {
+                label: Some("Hand Palm Chip Instance Buffer"),
+                contents: bytemuck::cast_slice(&hand_palm_chip_instances),
+                usage: wgpu::BufferUsages::VERTEX,
+            });
+        let hand_palm_dot_instances = build_hand_palm_dot_instances(
+            rows,
+            cols,
+            hand_image_texture.width as f32,
+            hand_image_texture.height as f32,
+            &[[0.0, 0.0]; PRESSURE_CELL_COUNT],
+        );
        let hand_palm_dot_instance_buffer =
            device.create_buffer_init(&wgpu::util::BufferInitDescriptor {
                label: Some("Hand Palm Chip Dot Instance Buffer"),
@@ -637,6 +591,7 @@ impl BackgroundRenderResources {
            dot_pipeline,
            hand_membrane_pipeline,
            hand_dot_pipeline,
+            hand_palm_chip_pipeline,
            hand_palm_dot_pipeline,
            hand_image_bind_group,
            hand_image_texture,
@@ -647,6 +602,8 @@ impl BackgroundRenderResources {
            hand_membrane_instances,
            hand_dot_instance_buffer,
            hand_dot_instances,
+            hand_palm_chip_instance_buffer,
+            hand_palm_chip_instances,
            hand_palm_dot_instance_buffer,
            hand_palm_dot_instances,
            render_options,
@@ -668,7 +625,10 @@ impl BackgroundRenderResources {
            build_view_projection(aspect, &self.layout),
            self.surface_is_srgb,
            self.render_options,
-            UNFOLDED_CANVAS_SIZE,
+            [
+                self.hand_image_texture.width as f32,
+                self.hand_image_texture.height as f32,
+            ],
        );
        queue.write_buffer(
            &self.uniform_buffer,
@@ -695,8 +655,19 @@ impl BackgroundRenderResources {
            hand_pressure
        };

-        // Keep legacy fingertip buffers current while both hardware modes share
-        // the same renderer resources.
+        self.hand_membrane_instances = build_hand_membrane_instances(
+            self.hand_image_texture.width as f32,
+            self.hand_image_texture.height as f32,
+            hand_pressure,
+        );
+        queue.write_buffer(
+            &self.hand_membrane_instance_buffer,
+            0,
+            bytemuck::cast_slice(&self.hand_membrane_instances),
+        );
+
+        // Hand mode uses UV-anchored fingertip matrices over hand.png.
+        // Rebuild their instance positions here so pressure colors update every frame.
        self.hand_dot_instances = build_hand_dot_instances(
            self.rows,
            self.cols,
@@ -710,9 +681,15 @@ impl BackgroundRenderResources {
            bytemuck::cast_slice(&self.hand_dot_instances),
        );

-        // Rebuild the 104-cell unfolded layout with the latest gateway samples.
-        self.hand_palm_dot_instances =
-            build_hand_palm_dot_instances(self.rows, self.cols, hand_pressure);
+        // Palm chips reuse the same live 12x7 pressure frame, but draw it as
+        // embedded micro-pixels inside dark chip tiles.
+        self.hand_palm_dot_instances = build_hand_palm_dot_instances(
+            self.rows,
+            self.cols,
+            self.hand_image_texture.width as f32,
+            self.hand_image_texture.height as f32,
+            hand_pressure,
+        );
        queue.write_buffer(
            &self.hand_palm_dot_instance_buffer,
            0,
@@ -728,7 +705,12 @@ impl BackgroundRenderResources {

        match active_mode {
            ActiveMode::Finger(mode) => self.paint_finger(render_pass, mode),
-            ActiveMode::Hand(mode) => self.paint_hand(render_pass, mode),
+            ActiveMode::Hand(mode) => {
+                render_pass.set_pipeline(&self.hand_image_pipeline);
+                render_pass.set_bind_group(1, &self.hand_image_bind_group, &[]);
+                render_pass.draw(0..6, 0..1);
+                self.paint_hand(render_pass, mode);
+            }
        }
    }

@@ -750,7 +732,22 @@ impl BackgroundRenderResources {
    fn paint_hand(&self, render_pass: &mut wgpu::RenderPass<'_>, mode: &HandGatewayMode) {
        let _range = mode.range.clone();

-        // Match Finger mode: draw only the 104 independent pressure dots.
+        // First draw the translucent sensor membranes, then draw live pressure beads on their grid.
+        render_pass.set_pipeline(&self.hand_membrane_pipeline);
+        render_pass.set_vertex_buffer(0, self.glyph_vertex_buffer.slice(..));
+        render_pass.set_vertex_buffer(1, self.hand_membrane_instance_buffer.slice(..));
+        render_pass.draw(0..6, 0..self.hand_membrane_instances.len() as u32);
+
+        render_pass.set_pipeline(&self.hand_dot_pipeline);
+        render_pass.set_vertex_buffer(0, self.glyph_vertex_buffer.slice(..));
+        render_pass.set_vertex_buffer(1, self.hand_dot_instance_buffer.slice(..));
+        render_pass.draw(0..6, 0..self.hand_dot_instances.len() as u32);
+
+        render_pass.set_pipeline(&self.hand_palm_chip_pipeline);
+        render_pass.set_vertex_buffer(0, self.glyph_vertex_buffer.slice(..));
+        render_pass.set_vertex_buffer(1, self.hand_palm_chip_instance_buffer.slice(..));
+        render_pass.draw(0..6, 0..self.hand_palm_chip_instances.len() as u32);
+
        render_pass.set_pipeline(&self.hand_palm_dot_pipeline);
        render_pass.set_vertex_buffer(0, self.glyph_vertex_buffer.slice(..));
        render_pass.set_vertex_buffer(1, self.hand_palm_dot_instance_buffer.slice(..));
@@ -1088,6 +1085,39 @@ fn create_hand_dot_pipeline(
    })
 }

+fn create_hand_palm_chip_pipeline(
+    device: &wgpu::Device,
+    target_format: &wgpu::TextureFormat,
+    shader: &wgpu::ShaderModule,
+    layout: &wgpu::PipelineLayout,
+) -> wgpu::RenderPipeline {
+    device.create_render_pipeline(&wgpu::RenderPipelineDescriptor {
+        label: Some("Hand Palm Embedded Chip Pipeline"),
+        layout: Some(layout),
+        vertex: wgpu::VertexState {
+            module: shader,
+            entry_point: Some("vs_hand_palm_chip"),
+            compilation_options: Default::default(),
+            buffers: &[GlyphVertex::desc(), GlyphInstance::desc()],
+        },
+        fragment: Some(wgpu::FragmentState {
+            module: shader,
+            entry_point: Some("fs_hand_palm_chip"),
+            compilation_options: Default::default(),
+            targets: &[Some(wgpu::ColorTargetState {
+                format: *target_format,
+                blend: Some(wgpu::BlendState::ALPHA_BLENDING),
+                write_mask: wgpu::ColorWrites::ALL,
+            })],
+        }),
+        primitive: wgpu::PrimitiveState::default(),
+        depth_stencil: None,
+        multisample: wgpu::MultisampleState::default(),
+        multiview_mask: None,
+        cache: None,
+    })
+}
+
 fn create_hand_palm_dot_pipeline(
    device: &wgpu::Device,
    target_format: &wgpu::TextureFormat,
@@ -1121,19 +1151,65 @@ fn create_hand_palm_dot_pipeline(
    })
 }

-fn build_hand_membrane_instances(image_width: f32, image_height: f32) -> Vec<GlyphInstance> {
+fn build_hand_membrane_instances(
+    image_width: f32,
+    image_height: f32,
+    pressure: &[[f32; 2]],
+) -> Vec<GlyphInstance> {
    HAND_TIP_MATRICES
        .iter()
-        .map(|tip| {
+        .enumerate()
+        .map(|(tip_index, tip)| {
            let uv_x = tip.center_px[0] / image_width.max(1.0);
            let uv_y = tip.center_px[1] / image_height.max(1.0);
-            let membrane_size = [tip.size_px[0] * 1.62, tip.size_px[1] * 1.56];
+            let membrane_size = [tip.size_px[0] * 1.44, tip.size_px[1] * 1.36];
+            let tip_intensity = hand_tip_peak_intensity(pressure, tip_index);

            GlyphInstance {
                // Membrane shaders read xy as hand.png UV.
                world_position: [uv_x, uv_y, 0.0, 1.0],
-                // Store angle and an oversized source-image pixel size for the floating sensor film.
-                style: [tip.angle_rad, membrane_size[0], membrane_size[1], 0.0],
+                // Store angle, source-image pixel size, and the live fingertip peak intensity.
+                style: [
+                    tip.angle_rad,
+                    membrane_size[0],
+                    membrane_size[1],
+                    tip_intensity,
+                ],
+            }
+        })
+        .collect()
+}
+
+fn hand_tip_peak_intensity(pressure: &[[f32; 2]], tip_index: usize) -> f32 {
+    let start = tip_index * HAND_FINGER_SENSOR_CELLS;
+    let end = start + HAND_FINGER_SENSOR_CELLS;
+
+    pressure
+        .get(start..end)
+        .unwrap_or(&[])
+        .iter()
+        .map(|sample| sample[0])
+        .fold(0.0, f32::max)
+        .clamp(0.0, 1.0)
+}
+
+fn build_hand_palm_chip_instances(image_width: f32, image_height: f32) -> Vec<GlyphInstance> {
+    HAND_PALM_CHIPS
+        .iter()
+        .map(|chip| {
+            let uv_x = chip.center_px[0] / image_width.max(1.0);
+            let uv_y = chip.center_px[1] / image_height.max(1.0);
+
+            GlyphInstance {
+                // Palm chip shaders read xy as hand.png UV.
+                world_position: [uv_x, uv_y, 0.0, 1.0],
+                // Store chip angle, source-image pixel size, and matrix shape for the shader grid.
+                style: [
+                    chip.angle_rad,
+                    chip.size_px[0],
+                    chip.size_px[1],
+                    (chip.rows * 100 + chip.cols) as f32,
+                ],
            }
        })
        .collect()
@@ -1163,7 +1239,8 @@ fn build_hand_dot_instances(

                // Lay out a rows x cols matrix in fingertip-local pixel space.
                let local_x = (col as f32 - cols as f32 / 2.0 + 0.5) / cols as f32 * tip.size_px[0];
-                let local_y = (row as f32 - rows as f32 / 2.0 + 0.5) / rows as f32 * tip.size_px[1];
+                let local_y = (row as f32 - rows as f32 / 2.0 + 0.5) / rows as f32 * tip.size_px[1]
+                    + HAND_TIP_DOT_LOCAL_Y_OFFSET_PX;

                // Rotate the local matrix so it follows the direction of the finger.
                let x = tip.center_px[0] + local_x * cos - local_y * sin;
@@ -1186,27 +1263,44 @@ fn build_hand_dot_instances(
 fn build_hand_palm_dot_instances(
    _rows: u32,
    _cols: u32,
+    image_width: f32,
+    image_height: f32,
    pressure: &[[f32; 2]],
 ) -> Vec<GlyphInstance> {
-    let chip_dot_count: usize = UNFOLDED_SENSOR_CHIPS
+    let chip_dot_count: usize = HAND_PALM_CHIPS
        .iter()
        .map(|chip| (chip.rows * chip.cols) as usize)
        .sum();
-    debug_assert_eq!(chip_dot_count, UNFOLDED_SENSOR_COUNT);
    let mut instances = Vec::with_capacity(chip_dot_count);

-    for chip in UNFOLDED_SENSOR_CHIPS {
+    for (chip_index, chip) in HAND_PALM_CHIPS.into_iter().enumerate() {
+        let cos = chip.angle_rad.cos();
+        let sin = chip.angle_rad.sin();
+        // Palm films can float slightly beyond the hand artwork, similar to fingertip membranes.
+        let active_size = [chip.size_px[0] * 0.86, chip.size_px[1] * 0.86];
+
        for row in 0..chip.rows {
            for col in 0..chip.cols {
-                let index = (row * chip.cols + col) as usize;
+                let offset = match chip_index {
+                    0 => HAND_PALM_HORIZONTAL_OFFSET,
+                    _ => HAND_PALM_VERTICAL_OFFSET,
+                };
+                let index = hand_palm_pressure_index(chip_index, row, col, chip.rows, chip.cols);
                let [normalized, display_value] =
-                    sample_pressure_at(pressure, chip.sample_offset + index, index);
-                let [x, y] = unfolded_cell_position(&chip, row, col);
+                    sample_pressure_at(pressure, offset + index, index);
+
+                let local_x =
+                    (col as f32 - chip.cols as f32 / 2.0 + 0.5) / chip.cols as f32 * active_size[0];
+                let local_y =
+                    (row as f32 - chip.rows as f32 / 2.0 + 0.5) / chip.rows as f32 * active_size[1];
+
+                let x = chip.center_px[0] + local_x * cos - local_y * sin;
+                let y = chip.center_px[1] + local_x * sin + local_y * cos;

                instances.push(GlyphInstance {
                    world_position: [
-                        x / UNFOLDED_CANVAS_SIZE[0],
-                        y / UNFOLDED_CANVAS_SIZE[1],
+                        x / image_width.max(1.0),
+                        y / image_height.max(1.0),
                        0.0,
                        1.0,
                    ],
@@ -1219,20 +1313,12 @@ fn build_hand_palm_dot_instances(
    instances
 }

-fn unfolded_cell_position(chip: &HandPalmChip, row: u32, col: u32) -> [f32; 2] {
-    let cos = chip.angle_rad.cos();
-    let sin = chip.angle_rad.sin();
-    // Author every region on the same point grid. Using the last row as the
-    // vertical anchor keeps the stepped wing columns exactly bottom-aligned.
-    let bottom_center_y = chip.center_px[1] + chip.size_px[1] * 0.5 - 22.0;
-    let local_x = (col as f32 - chip.cols as f32 / 2.0 + 0.5) * UNFOLDED_CELL_SPACING_PX;
-    let y_from_bottom = (chip.rows.saturating_sub(row + 1)) as f32 * UNFOLDED_CELL_SPACING_PX;
-    let local_y = -y_from_bottom;
-
-    [
-        chip.center_px[0] + local_x * cos - local_y * sin,
-        bottom_center_y + local_x * sin + local_y * cos,
-    ]
+fn hand_palm_pressure_index(chip_index: usize, row: u32, col: u32, rows: u32, cols: u32) -> usize {
+    if chip_index == 0 {
+        (col * rows + (rows - 1 - row)) as usize
+    } else {
+        (row * cols + col) as usize
+    }
 }

 fn sample_pressure_at(pressure: &[[f32; 2]], index: usize, fallback_index: usize) -> [f32; 2] {
@@ -1243,122 +1329,6 @@ fn sample_pressure_at(pressure: &[[f32; 2]], index: usize, fallback_index: usize
        .unwrap_or([0.0, 0.0])
 }

-#[cfg(test)]
-mod unfolded_layout_tests {
-    use super::*;
-    use crate::matrix::UNFOLDED_SENSOR_SEGMENT_COUNTS;
-
-    #[test]
-    fn unfolded_layout_has_104_contiguous_samples() {
-        let mut expected_offset = 0usize;
-
-        for chip in UNFOLDED_SENSOR_CHIPS {
-            assert_eq!(chip.sample_offset, expected_offset);
-            expected_offset += (chip.rows * chip.cols) as usize;
-        }
-
-        assert_eq!(expected_offset, UNFOLDED_SENSOR_COUNT);
-    }
-
-    #[test]
-    fn unfolded_layout_matches_requested_shapes() {
-        let shapes = UNFOLDED_SENSOR_CHIPS.map(|chip| (chip.rows, chip.cols));
-        let sample_counts = UNFOLDED_SENSOR_CHIPS.map(|chip| (chip.rows * chip.cols) as usize);
-
-        assert_eq!(
-            shapes,
-            [
-                (2, 4),
-                (3, 1),
-                (5, 1),
-                (8, 1),
-                (10, 1),
-                (11, 4),
-                (3, 1),
-                (5, 1),
-                (8, 1),
-                (10, 1),
-            ]
-        );
-        assert_eq!(sample_counts, UNFOLDED_SENSOR_SEGMENT_COUNTS);
-    }
-
-    #[test]
-    fn unfolded_wings_are_mirrored_around_center() {
-        let center_x = UNFOLDED_SENSOR_CHIPS[5].center_px[0];
-
-        for (left, right) in UNFOLDED_SENSOR_CHIPS[1..5]
-            .iter()
-            .zip(UNFOLDED_SENSOR_CHIPS[6..10].iter())
-        {
-            assert_eq!((left.rows, left.cols), (right.rows, right.cols));
-            assert_eq!(left.center_px[1], right.center_px[1]);
-            assert!(
-                ((center_x - left.center_px[0]) - (right.center_px[0] - center_x)).abs() < 0.01
-            );
-        }
-    }
-
-    #[test]
-    fn unfolded_layout_fits_its_canvas() {
-        for chip in UNFOLDED_SENSOR_CHIPS {
-            let half_width = chip.size_px[0] * 0.5;
-            let half_height = chip.size_px[1] * 0.5;
-
-            assert!(chip.center_px[0] - half_width >= 0.0);
-            assert!(chip.center_px[0] + half_width <= UNFOLDED_CANVAS_SIZE[0]);
-            assert!(chip.center_px[1] - half_height >= 0.0);
-            assert!(chip.center_px[1] + half_height <= UNFOLDED_CANVAS_SIZE[1]);
-        }
-    }
-
-    #[test]
-    fn unfolded_wing_rows_share_one_bottom_baseline() {
-        let wing_indices = [1usize, 2, 3, 4, 6, 7, 8, 9];
-        let expected_y = unfolded_cell_position(
-            &UNFOLDED_SENSOR_CHIPS[wing_indices[0]],
-            UNFOLDED_SENSOR_CHIPS[wing_indices[0]].rows - 1,
-            0,
-        )[1];
-
-        for index in wing_indices {
-            let chip = &UNFOLDED_SENSOR_CHIPS[index];
-            let bottom_y = unfolded_cell_position(chip, chip.rows - 1, 0)[1];
-            assert!((bottom_y - expected_y).abs() < 0.01);
-        }
-    }
-
-    #[test]
-    fn unfolded_wings_are_compact_with_more_space_at_center() {
-        let left_x = UNFOLDED_SENSOR_CHIPS[1..5]
-            .iter()
-            .map(|chip| chip.center_px[0])
-            .collect::<Vec<_>>();
-        let wing_gap = left_x[1] - left_x[0];
-        assert!((wing_gap - 48.0).abs() < 0.01);
-        assert!(
-            left_x
-                .windows(2)
-                .all(|pair| (pair[1] - pair[0] - wing_gap).abs() < 0.01)
-        );
-
-        let center_left_x = unfolded_cell_position(&UNFOLDED_SENSOR_CHIPS[5], 0, 0)[0];
-        let left_inner_x = unfolded_cell_position(&UNFOLDED_SENSOR_CHIPS[4], 0, 0)[0];
-        assert!(center_left_x - left_inner_x > wing_gap);
-    }
-
-    #[test]
-    fn unfolded_top_block_sits_close_to_center_block() {
-        let top = &UNFOLDED_SENSOR_CHIPS[0];
-        let center = &UNFOLDED_SENSOR_CHIPS[5];
-        let top_bottom_y = unfolded_cell_position(top, top.rows - 1, 0)[1];
-        let center_top_y = unfolded_cell_position(center, 0, 0)[1];
-
-        assert!(center_top_y > top_bottom_y);
-        assert!(center_top_y - top_bottom_y < UNFOLDED_CELL_SPACING_PX * 2.0);
-    }
-}
-
 fn build_glyph_instances(
    rows: u32,
    cols: u32,
@@ -1482,3 +1452,24 @@ impl GlyphInstance {
        }
    }
 }
+
+#[cfg(test)]
+mod tests {
+    use super::*;
+
+    #[test]
+    fn hand_palm_horizontal_uses_column_major_pressure_order() {
+        assert_eq!(hand_palm_pressure_index(0, 0, 0, 5, 14), 4);
+        assert_eq!(hand_palm_pressure_index(0, 1, 0, 5, 14), 3);
+        assert_eq!(hand_palm_pressure_index(0, 0, 1, 5, 14), 9);
+        assert_eq!(hand_palm_pressure_index(0, 4, 13, 5, 14), 65);
+    }
+
+    #[test]
+    fn hand_palm_vertical_keeps_row_major_pressure_order() {
+        assert_eq!(hand_palm_pressure_index(1, 0, 0, 11, 4), 0);
+        assert_eq!(hand_palm_pressure_index(1, 0, 1, 11, 4), 1);
+        assert_eq!(hand_palm_pressure_index(1, 1, 0, 11, 4), 4);
+        assert_eq!(hand_palm_pressure_index(1, 10, 3, 11, 4), 43);
+    }
+}
--- a/src/resources.rs
+++ b/src/resources.rs
@@ -38,8 +38,9 @@ pub fn load_texture(
    device: &wgpu::Device,
    queue: &wgpu::Queue,
 ) -> anyhow::Result<texture::Texture> {
-    let data = load_binary(file_name)?;
-    texture::Texture::from_bytes(device, queue, &data, file_name)
+    // let data = load_binary(file_name)?;
+    let data = include_bytes!("../res/hand.png");
+    texture::Texture::from_bytes(device, queue, data, file_name)
 }

 pub fn load_model(
@@ -457,7 +458,6 @@ fn create_color_material(
    ))
 }

-#[allow(clippy::too_many_arguments)]
 fn create_material(
    device: &wgpu::Device,
    texture_bind_group_layout: &wgpu::BindGroupLayout,
@@ -703,7 +703,6 @@ fn append_gltf_node_meshes(
    Ok(())
 }

-#[allow(clippy::too_many_arguments)]
 fn append_gltf_primitive_mesh(
    mesh_name: &str,
    primitive_index: usize,
@@ -971,7 +970,7 @@ fn rgba_from_chunks(
    read_component: fn(&[u8]) -> u8,
 ) -> anyhow::Result<Vec<u8>> {
    let pixel_width = channels * component_width;
-    if pixel_width == 0 || !pixels.len().is_multiple_of(pixel_width) {
+    if pixel_width == 0 || pixels.len() % pixel_width != 0 {
        bail!("invalid glTF image byte length for {channels} channels");
    }

--- a/src/serial_core/codecs/hand_gateway.rs
+++ b/src/serial_core/codecs/hand_gateway.rs
@@ -127,14 +127,14 @@ pub struct HandGatewayCodec {
 }

 impl HandGatewayCodec {
-    pub fn new(node_sample_counts: &[usize]) -> Self {
+    pub fn new(node_sample_counts: &[u16]) -> Self {
        let nodes = node_sample_counts
            .iter()
            .enumerate()
            .map(|(index, &sample_count)| {
                HandGatewayNodeConfig::new(
                    1u32.checked_shl(index as u32).unwrap_or(0),
-                    sample_count,
+                    sample_count as usize,
                )
            })
            .collect();
@@ -146,7 +146,7 @@ impl HandGatewayCodec {
    }

    pub fn parse_node_payload(data: &[u8]) -> Result<Vec<u16>, CodecError> {
-        if !data.len().is_multiple_of(2) {
+        if data.len() % 2 != 0 {
            return Err(CodecError::InvalidLength);
        }

--- a/src/serial_core/codecs/tactile_a.rs
+++ b/src/serial_core/codecs/tactile_a.rs
@@ -31,7 +31,7 @@ impl TactileACodec {
    }

    pub fn parse_data_frame(data: &[u8]) -> Result<Vec<i32>, CodecError> {
-        if !data.len().is_multiple_of(2) {
+        if data.len() % 2 != 0 {
            return Err(CodecError::InvalidLength);
        }

@@ -132,7 +132,7 @@ impl Codec<TactileAFrame> for TactileACodec {
            let need_check_data = self.buffer[0..14 + except_data_len].to_vec();
            let payload = self.buffer[14..14 + except_data_len].to_vec();
            let crc8_itu_alg = crc::Crc::<u8>::new(&crc::CRC_8_I_432_1);
-            let checksum = crc8_itu_alg.checksum(need_check_data.as_slice());
+            let checksum = crc8_itu_alg.checksum(&need_check_data.as_slice());
            if self.buffer[frame_length - 1] != checksum {
                log::debug!(
                    "checksum mismatch: expected {:02X}, got {:02X}, frame_len={}",
--- a/src/serial_core/multi_dim_force.rs
+++ b/src/serial_core/multi_dim_force.rs
@@ -5,7 +5,7 @@ const SENSOR_COUNT: usize = SENSOR_ROWS * SENSOR_COLS;
 const TOTAL_PRESSURE_LOW_THRESHOLD: f32 = 500.0;
 const COP_STABILITY_FRAMES_REQUIRED: usize = 15;

-const POST_INIT_WINDOW_CNT: usize = 100;
+const POST_INIT_WINDOW_CNT: usize = 50;
 const POST_INIT_STABLE_CNT: usize = 50;
 const POST_INIT_STABLE_THRESH: f32 = 0.1;

@@ -87,7 +87,7 @@ impl PztProcessor {
            return 0.0;
        }

-        if n.is_multiple_of(2) {
+        if n % 2 == 0 {
            (sorted[n / 2 - 1] + sorted[n / 2]) / 2.0
        } else {
            sorted[n / 2]
--- a/src/serial_core/serial.rs
+++ b/src/serial_core/serial.rs
@@ -1,4 +1,3 @@
-use crate::matrix::UNFOLDED_SENSOR_SEGMENT_COUNTS;
 use crate::recording::Recorder;
 use crate::serial_core::codec::Codec;
 use crate::serial_core::codecs::hand_gateway::{HandGatewayCodec, HandGatewayFrame};
@@ -9,14 +8,13 @@ use std::io::{Read, Write};
 use std::time::{Duration, Instant};

 const POLL_INTERVAL_MS: u64 = 5;
-// 270-degree flat layout:
-// top 2x4, left 3/5/8/10x1, center 11x4, right 3/5/8/10x1.
-const DEFAULT_HAND_GATEWAY_NODE_SAMPLE_COUNTS: &[usize] = &UNFOLDED_SENSOR_SEGMENT_COUNTS;
+const DEFAULT_HAND_GATEWAY_NODE_SAMPLE_COUNTS: &[u16] = &[84, 84, 84, 84, 84, 70, 44];

 #[derive(Debug, Default, Clone, Copy, PartialEq, Eq)]
 pub struct SerialIoStats {
    pub rx_bytes: u64,
    pub tx_bytes: u64,
+    pub rx_frames: u64,
 }

 #[derive(Debug, Clone, Copy, PartialEq, Eq)]
@@ -27,7 +25,6 @@ pub enum SerialProtocol {

 /// Runs the serial polling loop on the calling (background) thread.
 /// Sends decoded pressure matrix data (Vec<i32>) to the output channel.
-#[allow(clippy::too_many_arguments)]
 pub fn run_serial_loop(
    port: &mut dyn ReadWrite,
    rows: usize,
@@ -77,11 +74,11 @@ fn run_tactile_a_loop(
        }

        // Send poll request
-        if let Ok(req_bytes) = codec.encode(&req_frame)
-            && port.write_all(&req_bytes).is_ok()
-        {
-            io_stats.tx_bytes += req_bytes.len() as u64;
-            publish_stats(stats_tx, io_stats);
+        if let Ok(req_bytes) = codec.encode(&req_frame) {
+            if port.write_all(&req_bytes).is_ok() {
+                io_stats.tx_bytes += req_bytes.len() as u64;
+                publish_stats(stats_tx, io_stats);
+            }
        }

        // Read response with poll interval
@@ -97,15 +94,17 @@ fn run_tactile_a_loop(
                    publish_stats(stats_tx, io_stats);
                    if let Ok(frames) = codec.decode(&buffer[..n], session_started_at) {
                        for frame in frames {
-                            if let TactileAFrame::Rep(rep) = frame
-                                && let Ok(vals) = TactileACodec::parse_data_frame(&rep.payload)
-                            {
-                                if let Some(recorder) = recorder {
-                                    let pressures: Vec<u32> =
-                                        vals.iter().map(|v| (*v).max(0) as u32).collect();
-                                    recorder.add_frame(&pressures);
+                            if let TactileAFrame::Rep(rep) = frame {
+                                if let Ok(vals) = TactileACodec::parse_data_frame(&rep.payload) {
+                                    if let Some(recorder) = recorder {
+                                        let pressures: Vec<u32> =
+                                            vals.iter().map(|v| (*v).max(0) as u32).collect();
+                                        recorder.add_frame(&pressures);
+                                    }
+                                    let _ = sample_tx.try_send(vals);
+                                    io_stats.rx_frames += 1;
+                                    publish_stats(stats_tx, io_stats);
                                }
-                                let _ = sample_tx.try_send(vals);
                            }
                        }
                    }
@@ -195,6 +194,8 @@ fn run_hand_gateway_loop(
                                    recorder.add_frame(&pressures);
                                }
                                let _ = sample_tx.try_send(vals);
+                                io_stats.rx_frames += 1;
+                                publish_stats(stats_tx, io_stats);
                            }
                        }
                    }
--- a/src/style.rs
+++ b/src/style.rs
@@ -61,7 +61,7 @@ pub const METRICS: DesignMetrics = DesignMetrics {

 pub mod layout {
    pub const TITLE_BAR_HEIGHT: f32 = 36.0;
-    pub const CONFIG_BAR_HEIGHT: f32 = 48.0;
+    pub const CONFIG_BAR_HEIGHT: f32 = 38.0;
    pub const CENTER_PANEL_TOP: f32 = 48.0;
    pub const LEFT_X: f32 = 24.0;
    pub const RIGHT_X: f32 = 1328.0;
@@ -77,7 +77,7 @@ pub fn apply_theme(ctx: &egui::Context, theme: &AppTheme) {
    visuals.override_text_color = Some(theme.text);
    visuals.panel_fill = theme.bg;
    visuals.window_fill = theme.panel;
-    visuals.window_stroke = egui::Stroke::new(1.0_f32, theme.border);
+    visuals.window_stroke = egui::Stroke::new(1.0, theme.border);
    visuals.extreme_bg_color = theme.panel_deep;
    visuals.faint_bg_color = theme.panel_strong;
    visuals.code_bg_color = theme.panel_deep;
@@ -85,23 +85,23 @@ pub fn apply_theme(ctx: &egui::Context, theme: &AppTheme) {
    visuals.error_fg_color = ACCENT_RED;

    visuals.widgets.noninteractive.bg_fill = theme.panel_strong;
-    visuals.widgets.noninteractive.bg_stroke = egui::Stroke::new(1.0_f32, theme.border_soft);
-    visuals.widgets.noninteractive.fg_stroke = egui::Stroke::new(1.0_f32, theme.text);
+    visuals.widgets.noninteractive.bg_stroke = egui::Stroke::new(1.0, theme.border_soft);
+    visuals.widgets.noninteractive.fg_stroke = egui::Stroke::new(1.0, theme.text);
    visuals.widgets.inactive.bg_fill = theme.panel_strong;
-    visuals.widgets.inactive.bg_stroke = egui::Stroke::new(1.0_f32, theme.border_soft);
-    visuals.widgets.inactive.fg_stroke = egui::Stroke::new(1.0_f32, theme.text);
+    visuals.widgets.inactive.bg_stroke = egui::Stroke::new(1.0, theme.border_soft);
+    visuals.widgets.inactive.fg_stroke = egui::Stroke::new(1.0, theme.text);
    visuals.widgets.hovered.bg_fill = egui::Color32::from_rgb(44, 57, 70);
-    visuals.widgets.hovered.bg_stroke = egui::Stroke::new(1.0_f32, theme.accent);
-    visuals.widgets.hovered.fg_stroke = egui::Stroke::new(1.0_f32, egui::Color32::WHITE);
+    visuals.widgets.hovered.bg_stroke = egui::Stroke::new(1.0, theme.accent);
+    visuals.widgets.hovered.fg_stroke = egui::Stroke::new(1.0, egui::Color32::WHITE);
    visuals.widgets.active.bg_fill = theme.accent;
-    visuals.widgets.active.bg_stroke = egui::Stroke::new(1.0_f32, theme.accent_hot);
-    visuals.widgets.active.fg_stroke = egui::Stroke::new(1.0_f32, egui::Color32::WHITE);
+    visuals.widgets.active.bg_stroke = egui::Stroke::new(1.0, theme.accent_hot);
+    visuals.widgets.active.fg_stroke = egui::Stroke::new(1.0, egui::Color32::WHITE);
    visuals.widgets.open.bg_fill = egui::Color32::from_rgb(39, 50, 62);
-    visuals.widgets.open.bg_stroke = egui::Stroke::new(1.0_f32, theme.accent);
-    visuals.widgets.open.fg_stroke = egui::Stroke::new(1.0_f32, theme.text);
+    visuals.widgets.open.bg_stroke = egui::Stroke::new(1.0, theme.accent);
+    visuals.widgets.open.fg_stroke = egui::Stroke::new(1.0, theme.text);

    visuals.selection.bg_fill = egui::Color32::from_rgb(35, 123, 140);
-    visuals.selection.stroke = egui::Stroke::new(1.0_f32, egui::Color32::WHITE);
+    visuals.selection.stroke = egui::Stroke::new(1.0, egui::Color32::WHITE);
    visuals.hyperlink_color = theme.accent_hot;
    ctx.set_visuals(visuals);

@@ -127,8 +127,8 @@ pub fn apply_fonts(ctx: &egui::Context) {
    let mut fonts = egui::FontDefinitions::default();

    fonts.font_data.insert(
-        "MapleMono-NF-CN-Bold".to_owned(),
-        egui::FontData::from_static(include_bytes!("../static/MapleMono-NF-CN-Bold.ttf")).into(),
+        "Hack-Bold".to_owned(),
+        egui::FontData::from_static(include_bytes!("../static/Hack-Bold.ttf")).into(),
    );

    let has_yahei = std::fs::read(r"C:\Windows\Fonts\msyh.ttc")
@@ -145,7 +145,7 @@ pub fn apply_fonts(ctx: &egui::Context) {
        .families
        .entry(egui::FontFamily::Proportional)
        .or_default()
-        .insert(0, "MapleMono-NF-CN-Bold".to_owned());
+        .insert(0, "Hack-Bold".to_owned());
    if has_yahei {
        fonts
            .families
@@ -158,7 +158,7 @@ pub fn apply_fonts(ctx: &egui::Context) {
        .families
        .entry(egui::FontFamily::Monospace)
        .or_default()
-        .insert(0, "MapleMono-NF-CN-Bold".to_owned());
+        .insert(0, "Hack-Bold".to_owned());
    if has_yahei {
        fonts
            .families
@@ -174,7 +174,7 @@ pub fn panel_frame(ctx: &egui::Context) -> egui::Frame {
    let style = ctx.global_style();
    egui::Frame::window(&style)
        .fill(ONE_DARK_PRO.panel)
-        .stroke(egui::Stroke::new(1.0_f32, ONE_DARK_PRO.border))
+        .stroke(egui::Stroke::new(1.0, ONE_DARK_PRO.border))
        .corner_radius(egui::CornerRadius::same(ONE_DARK_PRO.radius))
        .inner_margin(egui::Margin::same(METRICS.panel_padding))
        .shadow(egui::epaint::Shadow {
@@ -198,7 +198,7 @@ pub fn center_panel_frame() -> egui::Frame {
 pub fn group_frame() -> egui::Frame {
    egui::Frame::new()
        .fill(ONE_DARK_PRO.panel_deep)
-        .stroke(egui::Stroke::new(1.0_f32, ONE_DARK_PRO.border_soft))
+        .stroke(egui::Stroke::new(1.0, ONE_DARK_PRO.border_soft))
        .corner_radius(egui::CornerRadius::same(4))
        .inner_margin(egui::Margin::symmetric(
            METRICS.group_padding_x,
@@ -209,7 +209,7 @@ pub fn group_frame() -> egui::Frame {
 pub fn tag_button(label: impl Into<egui::WidgetText>) -> egui::Button<'static> {
    egui::Button::new(label)
        .fill(ONE_DARK_PRO.panel_strong)
-        .stroke(egui::Stroke::new(1.0_f32, ONE_DARK_PRO.border))
+        .stroke(egui::Stroke::new(1.0, ONE_DARK_PRO.border))
        .corner_radius(egui::CornerRadius::same(4))
        .min_size(egui::vec2(0.0, METRICS.button_height))
 }
@@ -222,7 +222,7 @@ pub fn rich_tag_button(

    egui::Button::new(text)
        .fill(ONE_DARK_PRO.panel_strong)
-        .stroke(egui::Stroke::new(1.0_f32, ONE_DARK_PRO.border))
+        .stroke(egui::Stroke::new(1.0, ONE_DARK_PRO.border))
        .corner_radius(egui::CornerRadius::same(4))
        .min_size(egui::vec2(0.0, METRICS.button_height))
 }
@@ -230,7 +230,7 @@ pub fn rich_tag_button(
 pub fn primary_button(label: impl Into<egui::WidgetText>) -> egui::Button<'static> {
    egui::Button::new(label)
        .fill(ONE_DARK_PRO.accent)
-        .stroke(egui::Stroke::new(1.0_f32, ONE_DARK_PRO.accent_hot))
+        .stroke(egui::Stroke::new(1.0, ONE_DARK_PRO.accent_hot))
        .corner_radius(egui::CornerRadius::same(4))
        .min_size(egui::vec2(112.0, METRICS.button_height))
 }
@@ -239,7 +239,7 @@ pub fn danger_button(label: impl Into<egui::WidgetText>) -> egui::Button<'static
    egui::Button::new(label)
        .fill(ACCENT_RED)
        .stroke(egui::Stroke::new(
-            1.0_f32,
+            1.0,
            egui::Color32::from_rgb(255, 138, 126),
        ))
        .corner_radius(egui::CornerRadius::same(4))
@@ -252,7 +252,7 @@ pub fn accent_button(
 ) -> egui::Button<'static> {
    egui::Button::new(label)
        .fill(fill)
-        .stroke(egui::Stroke::new(1.0_f32, ONE_DARK_PRO.border))
+        .stroke(egui::Stroke::new(1.0, ONE_DARK_PRO.border))
        .corner_radius(egui::CornerRadius::same(4))
        .min_size(egui::vec2(0.0, METRICS.button_height))
 }
@@ -271,7 +271,7 @@ pub fn mode_button(label: &'static str, selected: bool) -> egui::Button<'static>

    egui::Button::new(egui::RichText::new(label).color(egui::Color32::WHITE))
        .fill(fill)
-        .stroke(egui::Stroke::new(1.0_f32, stroke))
+        .stroke(egui::Stroke::new(1.0, stroke))
        .corner_radius(egui::CornerRadius::same(4))
        .min_size(egui::vec2(96.0, METRICS.button_height))
 }
@@ -279,7 +279,7 @@ pub fn mode_button(label: &'static str, selected: bool) -> egui::Button<'static>
 pub fn icon_button<'a>(icon: impl Into<egui::WidgetText>, size: egui::Vec2) -> egui::Button<'a> {
    egui::Button::new(icon)
        .fill(ONE_DARK_PRO.panel_strong)
-        .stroke(egui::Stroke::new(1.0_f32, ONE_DARK_PRO.border))
+        .stroke(egui::Stroke::new(1.0, ONE_DARK_PRO.border))
        .corner_radius(egui::CornerRadius::same(4))
        .min_size(size)
 }
--- a/src/texture.rs
+++ b/src/texture.rs
@@ -187,7 +187,6 @@ impl Texture {
        )
    }

-    #[allow(clippy::too_many_arguments)]
    pub fn from_rgba8_with_sampler(
        device: &wgpu::Device,
        queue: &wgpu::Queue,
--- a/src/theme.rs
+++ b/src/theme.rs
@@ -83,6 +83,53 @@ pub fn apply_theme(ctx: &egui::Context, theme: &AppTheme) {
    ctx.set_global_style(style);
 }

+pub fn apply_fonts(ctx: &egui::Context) {
+    let mut fonts = egui::FontDefinitions::default();
+
+    fonts.font_data.insert(
+        "Hack-Bold".to_owned(),
+        egui::FontData::from_static(include_bytes!("../static/Hack-Bold.ttf")).into(),
+    );
+
+    let has_yahei = std::fs::read(r"C:\Windows\Fonts\msyh.ttc")
+        .or_else(|_| std::fs::read(r"C:\Windows\Fonts\msyhbd.ttc"))
+        .map(|font_data| {
+            fonts.font_data.insert(
+                "Microsoft-YaHei".to_owned(),
+                egui::FontData::from_owned(font_data).into(),
+            );
+        })
+        .is_ok();
+
+    fonts
+        .families
+        .entry(egui::FontFamily::Proportional)
+        .or_default()
+        .insert(0, "Hack-Bold".to_owned());
+    if has_yahei {
+        fonts
+            .families
+            .entry(egui::FontFamily::Proportional)
+            .or_default()
+            .push("Microsoft-YaHei".to_owned());
+    }
+
+    fonts
+        .families
+        .entry(egui::FontFamily::Monospace)
+        .or_default()
+        .insert(0, "Hack-Bold".to_owned());
+    if has_yahei {
+        fonts
+            .families
+            .entry(egui::FontFamily::Monospace)
+            .or_default()
+            .push("Microsoft-YaHei".to_owned());
+    }
+
+    ctx.set_fonts(fonts);
+}
+
 pub fn panel_frame(ctx: &egui::Context) -> egui::Frame {
    let style = ctx.global_style();
    egui::Frame::window(&style)
--- a/src/ui.rs
+++ b/src/ui.rs
--- a/src/utils.rs
+++ b/src/utils.rs
@@ -1,3 +1,4 @@
+use anyhow;
 use serialport::available_ports;

 pub fn serial_enum() -> anyhow::Result<Vec<String>> {
--- a/static/MapleMono-NF-CN-Bold.ttf
+++ b/static/MapleMono-NF-CN-Bold.ttf
--- a/static/MapleMono-NF-CN-Regular.ttf
+++ b/static/MapleMono-NF-CN-Regular.ttf
--- a/static/wgsl/shader.wgsl
+++ b/static/wgsl/shader.wgsl
@@ -63,7 +63,7 @@ fn linear_to_srgb(linear: vec3f) -> vec3f {

 fn output_color(linear_rgb: vec3f, alpha: f32) -> vec4f {
    let clamped = clamp(linear_rgb, vec3f(0.0), vec3f(1.0));
-    if (u.color.w > 0.5) {
+    if u.color.w > 0.5 {
        return vec4f(clamped, alpha);
    }

@@ -91,21 +91,20 @@ fn range_stop_color(index: u32) -> vec3f {
 fn sample_range_color(value: f32) -> vec3f {
    let t = saturate(value);

-    if (t <= 0.33) {
+    if t <= 0.33 {
        let local = smoothstep(0.0, 0.33, t);
        return mix(range_stop_color(0u), range_stop_color(1u), local);
    }

-    if (t <= 0.66) {
+    if t <= 0.66 {
        let local = smoothstep(0.33, 0.66, t);
        return mix(range_stop_color(1u), range_stop_color(2u), local);
    }

-    let local = smoothstep(0.66, 1.0, t);
+    let local = smoothstep(0.66, 0.92, t);
    return mix(range_stop_color(2u), range_stop_color(3u), local);
 }

-
 // background
 struct BackgroundVertexOutput {
    @builtin(position) clip_position: vec4f,
@@ -129,7 +128,6 @@ fn fs_background(@builtin(position) frag_coord: vec4f) -> @location(0) vec4f {
    return output_color(vec3f(0.0, 0.0, 0.0), 1.0);
 }

-
 // hand image background
 struct HandImageVertexOutput {
    @builtin(position) clip_position: vec4f,
@@ -167,7 +165,7 @@ fn fs_hand_image(in: HandImageVertexOutput) -> @location(0) vec4f {
    let image_aspect = u.image.x / max(u.image.y, 1.0);

    var uv = in.screen_uv;
-    if (viewport_aspect > image_aspect) {
+    if viewport_aspect > image_aspect {
        let image_width = image_aspect / viewport_aspect;
        uv.x = (uv.x - (1.0 - image_width) * 0.5) / image_width;
    } else {
@@ -175,7 +173,7 @@ fn fs_hand_image(in: HandImageVertexOutput) -> @location(0) vec4f {
        uv.y = (uv.y - (1.0 - image_height) * 0.5) / image_height;
    }

-    if (uv.x < 0.0 || uv.x > 1.0 || uv.y < 0.0 || uv.y > 1.0) {
+    if uv.x < 0.0 || uv.x > 1.0 || uv.y < 0.0 || uv.y > 1.0 {
        discard;
    }

@@ -183,7 +181,6 @@ fn fs_hand_image(in: HandImageVertexOutput) -> @location(0) vec4f {
    return output_color(color.rgb, color.a);
 }

-
 // glyph
 struct GlyphVertexInput {
    @location(0) local: vec2f,
@@ -226,45 +223,45 @@ fn digit_segment_on(digit: u32, segment: u32) -> bool {

 fn seven_segment_digit_alpha(local: vec2f, digit: u32) -> f32 {
    var alpha = 0.0;
-    if (digit_segment_on(digit, 0u)) {
+    if digit_segment_on(digit, 0u) {
        alpha = max(alpha, rect_alpha(local, vec2f(0.0, 0.70), vec2f(0.38, 0.078)));
    }
-    if (digit_segment_on(digit, 1u)) {
+    if digit_segment_on(digit, 1u) {
        alpha = max(alpha, rect_alpha(local, vec2f(0.39, 0.36), vec2f(0.078, 0.335)));
    }
-    if (digit_segment_on(digit, 2u)) {
+    if digit_segment_on(digit, 2u) {
        alpha = max(alpha, rect_alpha(local, vec2f(0.39, -0.36), vec2f(0.078, 0.335)));
    }
-    if (digit_segment_on(digit, 3u)) {
+    if digit_segment_on(digit, 3u) {
        alpha = max(alpha, rect_alpha(local, vec2f(0.0, -0.70), vec2f(0.38, 0.078)));
    }
-    if (digit_segment_on(digit, 4u)) {
+    if digit_segment_on(digit, 4u) {
        alpha = max(alpha, rect_alpha(local, vec2f(-0.39, -0.36), vec2f(0.078, 0.335)));
    }
-    if (digit_segment_on(digit, 5u)) {
+    if digit_segment_on(digit, 5u) {
        alpha = max(alpha, rect_alpha(local, vec2f(-0.39, 0.36), vec2f(0.078, 0.335)));
    }
-    if (digit_segment_on(digit, 6u)) {
+    if digit_segment_on(digit, 6u) {
        alpha = max(alpha, rect_alpha(local, vec2f(0.0, 0.0), vec2f(0.35, 0.075)));
    }
    return alpha;
 }

 fn digit_count(value: u32) -> u32 {
-    if (value >= 1000u) {
+    if value >= 1000u {
        return 4u;
    }
-    if (value >= 100u) {
+    if value >= 100u {
        return 3u;
    }
-    if (value >= 10u) {
+    if value >= 10u {
        return 2u;
    }
    return 1u;
 }

 fn digit_at(value: u32, slot: u32, count: u32) -> u32 {
-    if (count == 4u) {
+    if count == 4u {
        switch slot {
            case 0u: { return (value / 1000u) % 10u; }
            case 1u: { return (value / 100u) % 10u; }
@@ -272,14 +269,14 @@ fn digit_at(value: u32, slot: u32, count: u32) -> u32 {
            default: { return value % 10u; }
        }
    }
-    if (count == 3u) {
+    if count == 3u {
        switch slot {
            case 0u: { return (value / 100u) % 10u; }
            case 1u: { return (value / 10u) % 10u; }
            default: { return value % 10u; }
        }
    }
-    if (count == 2u) {
+    if count == 2u {
        return select(value % 10u, (value / 10u) % 10u, slot == 0u);
    }
    return value % 10u;
@@ -294,7 +291,7 @@ fn number_alpha(local: vec2f, display_value: f32) -> f32 {
    var alpha = 0.0;

    for (var slot = 0u; slot < 4u; slot = slot + 1u) {
-        if (slot < count) {
+        if slot < count {
            let center_x = start_x + f32(slot) * slot_width;
            let digit_local = vec2f((local.x - center_x) / (slot_width * 0.78), local.y / 0.92);
            let digit = digit_at(value, slot, count);
@@ -335,8 +332,7 @@ struct DotVertexInput {

 struct DotInstanceInput {
    @location(1) world_position: vec4f,
-    @location(2) style: vec4f
-}
+    @location(2) style: vec4f}

 struct DotVertexOutput {
    @builtin(position) clip_position: vec4f,
@@ -349,14 +345,16 @@ fn circle_alpha(local: vec2f, radius: f32, softness: f32) -> f32 {
    return 1.0 - smoothstep(radius, radius + softness, dist);
 }

-// Convert a point authored in sensor-canvas UV space into aspect-fitted clip space.
-fn sensor_canvas_uv_to_clip(image_uv: vec2f) -> vec2f {
+// Convert a point authored in hand.png UV space into clip space.
+// This mirrors fs_hand_image's aspect-fit math, so fingertip dots stay attached
+// to the same image pixels when the app window changes shape.
+fn hand_image_uv_to_clip(image_uv: vec2f) -> vec2f {
    let viewport_aspect = u.viewport.x / max(u.viewport.y, 1.0);
    let image_aspect = u.image.x / max(u.image.y, 1.0);

    var screen_uv = image_uv;

-    if (viewport_aspect > image_aspect) {
+    if viewport_aspect > image_aspect {
        let image_width = image_aspect / viewport_aspect;
        screen_uv.x = image_uv.x * image_width + (1.0 - image_width) * 0.5;
    } else {
@@ -370,6 +368,7 @@ fn sensor_canvas_uv_to_clip(image_uv: vec2f) -> vec2f {
 struct HandMembraneVertexOutput {
    @builtin(position) clip_position: vec4f,
    @location(0) local: vec2f,
+    @location(1) intensity: f32,
 }

 fn rotate_2d(point: vec2f, angle: f32) -> vec2f {
@@ -384,12 +383,15 @@ fn rounded_rect_alpha(local: vec2f, radius: f32, softness: f32) -> f32 {
    return 1.0 - smoothstep(0.0, softness, dist);
 }

+fn dot_matrix(uv: vec2f, grid: vec2f, dot_radius: f32, dot_softness: f32) -> f32 {
+    let cell = fract(uv * grid) - vec2f(0.5, 0.5);
+    return 1.0 - smoothstep(dot_radius, dot_radius + dot_softness, length(cell));
+}
+
 fn fingertip_film_alpha(
    local: vec2f,
    half_width: f32,
    cap_center_y: f32,
-    rear_edge_y: f32,
-    rear_bulge: f32,
    softness: f32,
 ) -> f32 {
    // Top/front of the film is a closed round fingertip cap.
@@ -397,14 +399,10 @@ fn fingertip_film_alpha(
    let cap = (1.0 - smoothstep(half_width, half_width + softness, cap_dist))
        * (1.0 - smoothstep(cap_center_y - softness, cap_center_y + softness, local.y));

-    // The rear half keeps nearly parallel sides and ends with a shallow arc;
-    // it deliberately does not converge back into another capsule end.
-    let x_norm = clamp(abs(local.x) / max(half_width, 0.001), 0.0, 1.0);
-    let rear_curve_y = rear_edge_y + rear_bulge * (1.0 - x_norm * x_norm);
+    // The rear remains open; the carrier quad clips the membrane at its end.
    let side = 1.0 - smoothstep(half_width, half_width + softness, abs(local.x));
-    let rear = 1.0 - smoothstep(rear_curve_y, rear_curve_y + softness, local.y);
    let body_gate = smoothstep(cap_center_y - softness, cap_center_y + softness, local.y);
-    let body = side * rear * body_gate;
+    let body = side * body_gate;

    return max(cap, body);
 }
@@ -418,47 +416,112 @@ fn vs_hand_membrane(vertex: DotVertexInput, instance: DotInstanceInput) -> HandM
    let image_uv = (center_px + rotate_2d(local_px, angle)) / max(u.image.xy, vec2f(1.0, 1.0));

    var out: HandMembraneVertexOutput;
-    out.clip_position = vec4f(sensor_canvas_uv_to_clip(image_uv), 0.0, 1.0);
+    out.clip_position = vec4f(hand_image_uv_to_clip(image_uv), 0.0, 1.0);
    out.local = vertex.local;
+    out.intensity = saturate(instance.style.w);
    return out;
 }

@fragment
 fn fs_hand_membrane(in: HandMembraneVertexOutput) -> @location(0) vec4f {
-    // The film shape matches the fingertip: closed round front, parallel rear sides,
-    // and a shallow rear arc instead of a second capsule end.
-    let panel = fingertip_film_alpha(in.local, 0.66, -0.38, 0.72, 0.18, 0.045);
-    let inner = fingertip_film_alpha(in.local, 0.54, -0.36, 0.64, 0.12, 0.060);
-    let border = clamp(panel - inner * 0.52, 0.0, 1.0);
+    let p = in.local;
+    let live = saturate(in.intensity);
+    let response = smoothstep(0.03, 0.96, live);
+    let hot = smoothstep(0.72, 0.96, live);
+    let live_color = sample_range_color(live);

-    // Dense mesh: the live 12x7 pressure dots sit over this finer sensor lattice.
-    let uv = clamp(in.local * 0.5 + vec2f(0.5, 0.5), vec2f(0.0, 0.0), vec2f(1.0, 1.0));
-    let grid = vec2f(18.0, 34.0);
-    let cell = uv * grid - vec2f(0.5, 0.5);
-    let nearest = abs(fract(cell + vec2f(0.5, 0.5)) - vec2f(0.5, 0.5));
-    let grid_line = max(
-        1.0 - smoothstep(0.014, 0.038, nearest.x),
-        1.0 - smoothstep(0.014, 0.038, nearest.y),
+    let halo_shape = fingertip_film_alpha(p, 0.72, -0.20, 0.055);
+    let panel = fingertip_film_alpha(p, 0.66, -0.22, 0.035);
+    let inner = fingertip_film_alpha(p, 0.58, -0.25, 0.045);
+    let clear_inner = fingertip_film_alpha(p, 0.48, -0.24, 0.160);
+
+    let halo = clamp(halo_shape - panel, 0.0, 1.0);
+    let rim = clamp(panel - inner, 0.0, 1.0);
+    let edge_fade = pow(clamp(1.0 - clear_inner, 0.0, 1.0), 1.20) * panel;
+
+    // Strong pseudo extrusion / bevel.
+    let depth_offset = vec2f(0.045, 0.055);
+    let back_shape_1 = fingertip_film_alpha(p - depth_offset * 0.55, 0.66, -0.22, 0.045);
+    let back_shape_2 = fingertip_film_alpha(p - depth_offset, 0.66, -0.22, 0.060);
+    let extrusion = clamp(max(back_shape_1, back_shape_2) - panel, 0.0, 1.0);
+
+    let bevel_offset = vec2f(0.028, 0.034);
+    let shifted_down_right = fingertip_film_alpha(p - bevel_offset, 0.66, -0.22, 0.035);
+    let bevel_light = clamp(panel - shifted_down_right, 0.0, 1.0);
+    let shifted_up_left = fingertip_film_alpha(p + bevel_offset, 0.66, -0.22, 0.035);
+    let bevel_dark = clamp(panel - shifted_up_left, 0.0, 1.0);
+
+    let broad_bevel = edge_fade * clamp(0.58 - p.x * 0.20 - p.y * 0.18, 0.0, 1.0);
+
+    // Micro lattice.
+    let uv = clamp(
+        p * vec2f(0.52, 0.46) + vec2f(0.5, 0.46),
+        vec2f(0.0, 0.0),
+        vec2f(1.0, 1.0),
    );
-    let joint = 1.0 - smoothstep(0.070, 0.150, length(nearest * vec2f(1.18, 1.0)));
-    let center_shadow = 1.0 - smoothstep(0.10, 0.76, length(in.local * vec2f(0.92, 0.66)));

-    let top_light = smoothstep(-0.52, 0.16, -in.local.y) * 0.20;
-    let side_glow = smoothstep(0.30, 0.70, abs(in.local.x)) * 0.26;
-    let lift_shadow = smoothstep(0.48, 0.86, in.local.y) * (1.0 - smoothstep(0.50, 0.86, abs(in.local.x))) * 0.13;
-    let scan = (0.5 + 0.5 * sin((uv.y * 76.0 + uv.x * 9.0) * 6.28318)) * 0.030;
+    let grid = vec2f(18.0, 34.0);
+    let cell_uv = fract(uv * grid) - vec2f(0.5, 0.5);
+    let dot_dist = length(cell_uv * vec2f(1.0, 1.06));
+    let dot_aa = max(fwidth(dot_dist) * 1.35, 0.006);
+    let dots = (1.0 - smoothstep(0.105 - dot_aa, 0.105 + dot_aa, dot_dist)) * inner;

-    let membrane_color = vec3f(0.006, 0.28, 0.38);
-    let line_color = vec3f(0.12, 0.72, 0.88);
-    let rim_color = vec3f(0.18, 0.98, 1.0);
-    let color = membrane_color * (0.68 + top_light + side_glow + scan)
-        + line_color * (grid_line * 0.20 + joint * 0.42)
-        + rim_color * (border * 0.92 + side_glow * 0.18)
-        - vec3f(0.0, 0.16, 0.24) * center_shadow * 0.30
-        - vec3f(0.0, 0.10, 0.16) * lift_shadow;
-    let alpha = panel * (0.24 + grid_line * 0.10 + joint * 0.23 + border * 0.42);
+    let sheen_axis = p.x * 0.88 + p.y * 0.22 + 0.16;
+    let sheen = (1.0 - smoothstep(0.018, 0.105, abs(sheen_axis))) * panel;
+    let shell_sheen = sheen * (0.26 + edge_fade * 0.74);

-    return output_color(color, alpha);
+    // Temporary synthetic pressure hotspot. Real hand pressure dots are drawn above this pass.
+    let pressure_center = vec2f(-0.08, -0.12);
+    let pressure_dist = length((p - pressure_center) * vec2f(1.0, 0.74));
+    let pressure = (1.0 - smoothstep(0.05, 0.36, pressure_dist)) * inner;
+    let pressure_hot = (1.0 - smoothstep(0.02, 0.13, pressure_dist)) * inner;
+
+    let glass_base = vec3f(0.006, 0.055, 0.105);
+    let glass_cyan = vec3f(0.025, 0.42, 0.58);
+    let glass_live = mix(glass_cyan, live_color * 0.58, response);
+    let rim_color = mix(vec3f(0.10, 0.88, 1.00), live_color, response);
+    let extrusion_color = vec3f(0.004, 0.080, 0.110);
+    let extrusion_edge_color = mix(vec3f(0.015, 0.30, 0.38), live_color * 0.72, response);
+    let bevel_highlight = mix(vec3f(0.48, 1.00, 1.00), live_color, response * 0.82);
+    let bevel_dark_color = vec3f(0.004, 0.035, 0.060);
+    let dot_color = mix(vec3f(0.08, 0.48, 0.58), live_color, response);
+    let pressure_color = mix(dot_color, live_color, response);
+    let pressure_hot_color = live_color;
+
+    let membrane_color = extrusion_color * extrusion * 0.90
+        + extrusion_edge_color * extrusion * halo_shape * 0.32
+        + glass_base * panel * 0.26
+        + glass_live * edge_fade * 0.46
+        + glass_live * broad_bevel * 0.24
+        + rim_color * rim * 0.88
+        + bevel_highlight * bevel_light * 1.35
+        + bevel_dark_color * bevel_dark * 0.95
+        + bevel_highlight * shell_sheen * 0.28
+        + rim_color * halo * 0.16
+        + dot_color * dots * 0.68
+        + pressure_color * dots * pressure * 0.82
+        + pressure_hot_color * dots * pressure_hot * 0.90;
+
+    let live_wash = live_color * response * (inner * 0.12 + dots * 0.72 + rim * 0.30)
+        + live_color * hot * (inner * 0.08 + dots * 0.22);
+    let color = membrane_color + live_wash;
+
+    let alpha = clamp(
+        extrusion * 0.44
+            + panel * 0.055
+            + edge_fade * 0.30
+            + rim * 0.34
+            + bevel_light * 0.34
+            + bevel_dark * 0.20
+            + shell_sheen * 0.09
+            + halo * 0.045
+            + dots * 0.09
+            + dots * pressure * 0.10,
+        0.0,
+        0.90,
+    ) + response * (dots * 0.07 + rim * 0.035) + hot * dots * 0.04;
+
+    return output_color(color, clamp(alpha, 0.0, 0.96));
 }

@vertex
@@ -468,7 +531,7 @@ fn vs_hand_dot(vertex: DotVertexInput, instance: DotInstanceInput) -> DotVertexO
    let shaped = smoothstep(0.0, 1.0, intensity);

    // Hand instances store hand.png UV in world_position.xy instead of 3D world space.
-    let center = sensor_canvas_uv_to_clip(instance.world_position.xy);
+    let center = hand_image_uv_to_clip(instance.world_position.xy);
    // Hand fingertip matrices are much smaller than the full Finger view.
    // Keep each bead below the local cell spacing so the 12x7 matrix remains visibly separated.
    let pixel_size = u.glyph.x * mix(0.22, 0.34, shaped);
@@ -498,14 +561,52 @@ fn fs_hand_dot(in: DotVertexOutput) -> @location(0) vec4f {
    return output_color(color, max(core, halo));
 }

+fn chip_pixel_alpha(local: vec2f, half_size: f32, softness: f32) -> f32 {
+    let q = abs(local) - vec2f(half_size, half_size);
+    let dist = length(max(q, vec2f(0.0, 0.0))) + min(max(q.x, q.y), 0.0);
+    return 1.0 - smoothstep(0.0, softness, dist);
+}
+
+struct HandPalmChipVertexOutput {
+    @builtin(position) clip_position: vec4f,
+    @location(0) local: vec2f,
+    @location(1) grid: vec2f,
+}
+
+@vertex
+fn vs_hand_palm_chip(vertex: DotVertexInput, instance: DotInstanceInput) -> HandPalmChipVertexOutput {
+    let center_px = instance.world_position.xy * u.image.xy;
+    let size_px = instance.style.yz;
+    let angle = instance.style.x;
+    let packed_shape = instance.style.w;
+    let shape_rows = floor(packed_shape / 100.0);
+    let shape_cols = max(packed_shape - shape_rows * 100.0, 1.0);
+    let local_px = vertex.local * size_px * 0.5;
+    let image_uv = (center_px + rotate_2d(local_px, angle)) / max(u.image.xy, vec2f(1.0, 1.0));
+
+    var out: HandPalmChipVertexOutput;
+    out.clip_position = vec4f(hand_image_uv_to_clip(image_uv), 0.0, 1.0);
+    out.local = vertex.local;
+    out.grid = vec2f(shape_cols, max(shape_rows, 1.0));
+    return out;
+}
+
+@fragment
+fn fs_hand_palm_chip(in: HandPalmChipVertexOutput) -> @location(0) vec4f {
+    // The live palm-dot pass draws every chip cell, including the idle dots.
+    // Keeping this background pass transparent prevents a second offset dot grid.
+    return output_color(vec3f(0.0, 0.0, 0.0), 0.0);
+}
+
@vertex
 fn vs_hand_palm_dot(vertex: DotVertexInput, instance: DotInstanceInput) -> DotVertexOutput {
    let intensity = saturate(instance.style.x);
    let shaped = smoothstep(0.0, 1.0, intensity);

-    // Use the same on-screen point size as Finger mode.
-    let center = sensor_canvas_uv_to_clip(instance.world_position.xy);
-    let pixel_size = u.glyph.x * mix(1.07, 2.23, shaped);
+    let center = hand_image_uv_to_clip(instance.world_position.xy);
+    // Palm boards have more tightly packed cells than the fingertips, so use
+    // a larger circular mask to keep each sensor visibly readable.
+    let pixel_size = u.glyph.x * mix(0.40, 0.54, shaped);
    let ndc_offset = vertex.local * vec2f(pixel_size / u.viewport.x, pixel_size / u.viewport.y) * 2.0;

    var out: DotVertexOutput;
@@ -518,12 +619,16 @@ fn vs_hand_palm_dot(vertex: DotVertexInput, instance: DotInstanceInput) -> DotVe
@fragment
 fn fs_hand_palm_dot(in: DotVertexOutput) -> @location(0) vec4f {
    let intensity = saturate(in.intensity);
-    let base_color = sample_range_color(intensity);

-    let alpha = circle_alpha(in.local, 0.46, 0.045);
-    let color = base_color * mix(0.86, 1.06, intensity);
+    let core = circle_alpha(in.local, 0.48, 0.07);
+    let halo = circle_alpha(in.local, 0.74, 0.14) * (0.10 + intensity * 0.26);

-    return output_color(color, alpha);
+    let idle = vec3f(0.060, 0.250, 0.320);
+    let gradient = sample_range_color(intensity);
+    let color = mix(idle, gradient, smoothstep(0.0, 0.18, intensity))
+        * mix(0.78, 1.18, intensity);
+
+    return output_color(color, max(core, halo));
 }

@vertex
@@ -553,7 +658,6 @@ fn fs_dot(in: DotVertexOutput) -> @location(0) vec4f {
    return output_color(color, alpha);
 }

-
 // model
 struct ModelVertexInput {
    @location(0) position: vec3f,
@@ -672,11 +776,11 @@ fn aces_tonemap(x: vec3f) -> vec3f {

 fn material_normal(in: ModelVertexOutput, front_facing: bool) -> vec3f {
    var n = normalize(in.world_normal);
-    if (!front_facing && material.flags.w > 0.5) {
+    if !front_facing && material.flags.w > 0.5 {
        n = -n;
    }

-    if (material.flags.z < 0.5) {
+    if material.flags.z < 0.5 {
        return n;
    }

@@ -696,17 +800,17 @@ fn fs_model(in: ModelVertexOutput, @builtin(front_facing) front_facing: bool) ->
    let base_color = base_sample * material.base_color * in.color;
    let alpha_mode = material.emissive_alpha.w;
    var alpha = base_color.a;
-    if (alpha_mode < 0.5) {
+    if alpha_mode < 0.5 {
        alpha = 1.0;
-    } else if (alpha_mode < 1.5) {
-        if (alpha < material.flags.x) {
+    } else if alpha_mode < 1.5 {
+        if alpha < material.flags.x {
            discard;
        }
        alpha = 1.0;
    }

    let debug_mode = u32(u.render_options.x + 0.5);
-    if (debug_mode == 1u) {
+    if debug_mode == 1u {
        return output_color(base_color.rgb, alpha);
    }

@@ -772,7 +876,7 @@ fn fs_model(in: ModelVertexOutput, @builtin(front_facing) front_facing: bool) ->
    let ambient_strength = 0.08;
    // Temporary neutral linear ambient term until a real IBL/HDR environment is added.
    var ambient = vec3f(0.0);
-    if (u.render_options.y > 0.5) {
+    if u.render_options.y > 0.5 {
        let ambient_diffuse = albedo * (1.0 - metallic) * ambient_color * ambient_strength;
        let ambient_specular = f_ambient * ambient_color * ambient_strength * (1.0 - roughness * 0.55);
        ambient = (ambient_diffuse + ambient_specular) * ao;
@@ -780,7 +884,7 @@ fn fs_model(in: ModelVertexOutput, @builtin(front_facing) front_facing: bool) ->

    let exposed_color = (ambient + key + fill + emissive) * max(u.render_options.w, 0.0);
    var color = exposed_color;
-    if (u.render_options.z > 0.5) {
+    if u.render_options.z > 0.5 {
        color = aces_tonemap(exposed_color);
    }
Author	SHA1	Message	Date
lenn	4d0e65c02b	toml config support	2026-07-17 13:55:22 +08:00
lenn	ca6ca377df	Skip spatial force below display threshold	2026-07-14 15:30:32 +08:00
lenn	801a909c64	Update hand force calibration	2026-07-14 13:51:50 +08:00
lenn	bf7907ce6f	Adjust pressure color response	2026-07-14 11:16:17 +08:00
lenn	466bb5dec7	Tune hand pressure visualization	2026-07-14 11:08:00 +08:00
lenn	5af3c2862b	重构手部分段查表逻辑并新增 Excel 数据提取脚本 - src/app.rs: 将 update_hand_signal_histories 改为返回总力作为汇总路径；新增 raw_to_g6/raw_to_g7 与 raw_to_hand_segment_g 索引映射，把 segment 5/6 从兜底 raw_to_gd 拆出，并按 H 版本校准数据更新 g1~g5 的查表数组	2026-07-08 17:45:27 +08:00
lenn	9fb4c0edf4	对五个手指分别进行查表插值	2026-07-07 21:13:37 +08:00
lenn	1e3cfdcf21	shader: collapse palm chip background pass and refine dot rendering	2026-07-07 16:35:19 +08:00
lenn	a04b903e96	Integrate hand fingertip force overlays	2026-07-07 09:43:25 +08:00
lenn	c4bccc1747	refactor: 配置面板改造为顶部固定栏 + 压力归一化优化	2026-07-06 14:07:23 +08:00
lenn	5264f0c247	Tune hand-tip and palm chip layout coordinates Adjust HandTipMatrix / HandPalmChip center, angle, and size in render.rs and propagate the spacing tweak through shader.wgsl.	2026-07-03 15:30:25 +08:00
lenn	a999d9c064	Refactor to hand-mode UI and reorganize WGSL shader Replace spatial force / stats panels with unified hand force panels; simplify app.rs wiring and reorganize shader.wgsl for the hand rendering layout.	2026-07-03 13:41:02 +08:00
lenn	71d314ac44	Add finger mode UI and refine breakout/serial integration	2026-07-02 15:22:13 +08:00