diff --git a/README.md b/README.md
index e21d31b..5e781a1 100644
--- a/README.md
+++ b/README.md
@@ -8,7 +8,7 @@ and several runnable examples for camera and video-based workflows.
 
 - `src/orisys/`: installable SDK package
 - `config/`: default and lab/runtime JSON configurations
-- `examples/`: user-facing example scripts
+- `examples/`: product demos (`products/ory_box`, `ory_mini`, `ory_finger`) plus shared `gui/`, `pipeline/`, `viz/`
 - `scripts/`: maintenance, calibration, packaging, and demo scripts
 - `tools/`: non-package tooling such as patch-generation utilities
 - `tests/`: automated pytest suite
@@ -49,18 +49,36 @@ pytest
 
 ### 4. Run an example
 
+ORY-BOX:
+
 ```bash
-python examples/basic_pipeline.py -v 0 -c ./config/ddjx01.json
+python examples/products/ory_box/basic_pipeline.py -v 0 -c ddjx01
 ```
 
+ORY-MINI:
+
+```bash
+python examples/products/ory_mini/basic_pipeline.py -v 0 -c mini
+```
+
+ORY-FINGER:
+
+```bash
+python examples/products/ory_finger/finger_pipeline.py --camera_id 0 --config dd02
+```
+
+Compatibility wrappers remain at `examples/basic_pipeline.py` and
+`examples/finger_pipeline*.py`.
+
 ## Configuration
 
 The canonical configuration files now live in the repo-level `config/` folder.
 The package loader `orisys.configs` resolves configs from:
 
 1. an explicit JSON file path
-2. a config file stem under `config/`
-3. a backward-compatible JSON `"name"` match, such as `"prototype"`
+2. a config file stem under `config/` (for example `ddjx01`, `mini`, `dd02`)
+3. a product alias such as `dd02` -> `dd02-ov`
+4. a backward-compatible JSON `"name"` match, such as `"prototype"`
 
 Examples:
 
@@ -76,11 +94,24 @@ cfg = orisys.export_config("ddjx01", "./config/exported_config.json")
 - Example entry points: `examples/README.md`
 - User documentation: `docs/get_started.md`
 - Packaging helper: `build/build_nuitka.py` (compiled SDK wheel)
+- Manylinux / PyPI binary wheel (Docker Desktop): `docs/publishing.md`
 - GUI standalone folder: `build/build_gui_win.bat` → `dist/OrisysDashboard/`
 - Specialized utilities: `tools/`
 
+## Publishing (Linux manylinux)
+
+To build PyPI-compliant CPython 3.10/3.11/3.12 Linux wheels from Windows Docker Desktop:
+
+```powershell
+powershell -ExecutionPolicy Bypass -File .\build\build_manylinux_docker.ps1
+```
+
+Upload candidates land in `dist/repaired/`. Full TestPyPI → PyPI steps:
+`docs/publishing.md`.
+
 ## Notes for Collaborators
 
 - Generated build outputs such as `build/`, `dist/`, and `SDK/` are intentionally ignored.
 - Large or generated tooling outputs should stay under ignored output folders rather than be committed.
 - If you add new images or arrays that should be versioned, review `.gitignore` first.
+- Never commit PyPI / TestPyPI API tokens.
diff --git a/assets/finger/30fps-0616/camera_intrinsics.npz b/assets/finger/30fps-0616/camera_intrinsics.npz
deleted file mode 100644
index 888b1eb..0000000
Binary files a/assets/finger/30fps-0616/camera_intrinsics.npz and /dev/null differ
diff --git a/assets/finger/30fps-0616/mesh.npz b/assets/finger/30fps-0616/mesh.npz
deleted file mode 100644
index ecb8980..0000000
Binary files a/assets/finger/30fps-0616/mesh.npz and /dev/null differ
diff --git a/assets/finger/30fps-0616/pixel_to_xyz.npz b/assets/finger/30fps-0616/pixel_to_xyz.npz
deleted file mode 100644
index c15f54f..0000000
Binary files a/assets/finger/30fps-0616/pixel_to_xyz.npz and /dev/null differ
diff --git a/assets/finger/30fps-0616/unroll_map_uv_s0.4.npz b/assets/finger/30fps-0616/unroll_map_uv_s0.4.npz
deleted file mode 100644
index e9a8bf1..0000000
Binary files a/assets/finger/30fps-0616/unroll_map_uv_s0.4.npz and /dev/null differ
diff --git a/assets/finger/30fps-0616/world_to_cam.npy b/assets/finger/30fps-0616/world_to_cam.npy
deleted file mode 100644
index 1923088..0000000
Binary files a/assets/finger/30fps-0616/world_to_cam.npy and /dev/null differ
diff --git a/assets/finger/30fps/camera_intrinsics.npz b/assets/finger/30fps/camera_intrinsics.npz
deleted file mode 100644
index 59ac687..0000000
Binary files a/assets/finger/30fps/camera_intrinsics.npz and /dev/null differ
diff --git a/assets/finger/30fps/flatten_remap.npz b/assets/finger/30fps/flatten_remap.npz
deleted file mode 100644
index 02ca287..0000000
Binary files a/assets/finger/30fps/flatten_remap.npz and /dev/null differ
diff --git a/assets/finger/30fps/mesh.npz b/assets/finger/30fps/mesh.npz
deleted file mode 100644
index ad81542..0000000
Binary files a/assets/finger/30fps/mesh.npz and /dev/null differ
diff --git a/assets/finger/30fps/unroll_map_uv.npz b/assets/finger/30fps/unroll_map_uv.npz
deleted file mode 100644
index 8415977..0000000
Binary files a/assets/finger/30fps/unroll_map_uv.npz and /dev/null differ
diff --git a/assets/finger/30fps/unroll_map_uv_s0.4.npz b/assets/finger/30fps/unroll_map_uv_s0.4.npz
deleted file mode 100644
index aafa344..0000000
Binary files a/assets/finger/30fps/unroll_map_uv_s0.4.npz and /dev/null differ
diff --git a/assets/finger/30fps/world_to_cam.npy b/assets/finger/30fps/world_to_cam.npy
deleted file mode 100644
index 2d5e411..0000000
Binary files a/assets/finger/30fps/world_to_cam.npy and /dev/null differ
diff --git a/build/Dockerfile.manylinux b/build/Dockerfile.manylinux
new file mode 100644
index 0000000..9e3d684
--- /dev/null
+++ b/build/Dockerfile.manylinux
@@ -0,0 +1,26 @@
+# manylinux_2_28: modern glibc baseline with binary wheels for numpy/scipy/opencv.
+# Prefer this over manylinux2014 — recent NumPy requires GCC >= 10.3 and will try
+# (and fail) to build from source on the older image.
+FROM quay.io/pypa/manylinux_2_28_x86_64:latest
+
+ENV PIP_DISABLE_PIP_VERSION_CHECK=1 \
+    PIP_ROOT_USER_ACTION=ignore
+
+# Only install compile/repair tooling here. Runtime deps (numpy/scipy/opencv/numba)
+# are declared in the wheel metadata and installed by pip when users install orisys.
+# Nuitka is configured with --nofollow-import-to for those packages.
+RUN for PYBIN in \
+        /opt/python/cp310-cp310/bin \
+        /opt/python/cp311-cp311/bin \
+        /opt/python/cp312-cp312/bin; do \
+      echo "=== Installing build tooling into ${PYBIN} ===" && \
+      "${PYBIN}/python" -m pip install --upgrade pip setuptools wheel && \
+      "${PYBIN}/python" -m pip install \
+          "nuitka>=2.0" \
+          ordered-set \
+          zstandard \
+          auditwheel; \
+    done
+
+WORKDIR /src
+ENTRYPOINT ["/bin/bash", "/src/build/manylinux_entrypoint.sh"]
diff --git a/build/build_docker.txt b/build/build_docker.txt
new file mode 100644
index 0000000..c69f9ef
--- /dev/null
+++ b/build/build_docker.txt
@@ -0,0 +1,2 @@
+powershell -ExecutionPolicy Bypass -File .\build\build_manylinux_docker.ps1
+powershell -ExecutionPolicy Bypass -File .\build\build_manylinux_docker.ps1 -PythonVersions 3.10,3.12
\ No newline at end of file
diff --git a/build/build_gui_win_pyinstaller.py b/build/build_gui_win_pyinstaller.py
index b336c1e..cc53708 100644
--- a/build/build_gui_win_pyinstaller.py
+++ b/build/build_gui_win_pyinstaller.py
@@ -18,7 +18,7 @@ import sys
 from pathlib import Path
 
 # ---------- Configuration ----------
-ENTRY_SCRIPT = Path("examples/finger_pipeline_3dview.py").resolve()
+ENTRY_SCRIPT = Path("examples/products/ory_finger/finger_pipeline_3dview.py").resolve()
 EXE_NAME = "OrisysDashboard.exe"
 DIST_NAME = "OrisysDashboard"  # final folder name
 repo_root = Path(__file__).parent.parent
diff --git a/build/build_manylinux_docker.ps1 b/build/build_manylinux_docker.ps1
new file mode 100644
index 0000000..b6f1b6d
--- /dev/null
+++ b/build/build_manylinux_docker.ps1
@@ -0,0 +1,104 @@
+# Build PyPI-compliant manylinux wheels for CPython 3.10/3.11/3.12 using Docker Desktop.
+#
+# Usage (from repo root, PowerShell):
+#   .\build\build_manylinux_docker.ps1
+#   .\build\build_manylinux_docker.ps1 -PythonVersions 3.10,3.11,3.12
+#   .\build\build_manylinux_docker.ps1 -PythonVersions 3.11
+#   .\build\build_manylinux_docker.ps1 -SkipImageBuild
+#
+# From cmd.exe:
+#   powershell -ExecutionPolicy Bypass -File .\build\build_manylinux_docker.ps1
+#
+# Prerequisites:
+#   - Docker Desktop running in Linux container mode
+#   - Enough disk for the manylinux image (~2GB+)
+
+param(
+    [ValidateSet("pypi-linux", "internal")]
+    [string]$Target = "pypi-linux",
+    [string]$PythonVersions = "3.10,3.11,3.12",
+    [switch]$SkipImageBuild,
+    [string]$ImageName = "orisys-manylinux"
+)
+
+$ErrorActionPreference = "Stop"
+
+function Convert-ToManylinuxTag {
+    param([string]$Version)
+    $v = $Version.Trim()
+    switch ($v) {
+        "3.10" { return "cp310-cp310" }
+        "3.11" { return "cp311-cp311" }
+        "3.12" { return "cp312-cp312" }
+        "cp310-cp310" { return "cp310-cp310" }
+        "cp311-cp311" { return "cp311-cp311" }
+        "cp312-cp312" { return "cp312-cp312" }
+        default {
+            throw "Unsupported Python version '$Version'. Use 3.10, 3.11, and/or 3.12."
+        }
+    }
+}
+
+$RepoRoot = (Resolve-Path (Join-Path $PSScriptRoot "..")).Path
+Set-Location $RepoRoot
+
+$tags = @()
+foreach ($part in ($PythonVersions -split ",")) {
+    if ([string]::IsNullOrWhiteSpace($part)) { continue }
+    $tags += (Convert-ToManylinuxTag $part)
+}
+if ($tags.Count -eq 0) {
+    throw "No Python versions specified."
+}
+$pythonTags = [string]::Join(",", $tags)
+
+Write-Host "=== Orisys manylinux Docker build ==="
+Write-Host "Repo:          $RepoRoot"
+Write-Host "Target:        $Target"
+Write-Host "Image:         $ImageName"
+Write-Host "Python tags:   $pythonTags"
+
+# Docker Desktop must be in Linux container mode for manylinux.
+$dockerInfo = docker version --format "{{.Server.Os}}" 2>$null
+if ($LASTEXITCODE -ne 0) {
+    throw "Docker is not available. Start Docker Desktop and retry."
+}
+if ($dockerInfo -ne "linux") {
+    throw "Docker server OS is '$dockerInfo'. Switch Docker Desktop to Linux containers."
+}
+
+$entrypoint = Join-Path $RepoRoot "build\manylinux_entrypoint.sh"
+# Normalize CRLF -> LF so bash in the container can execute the script.
+$raw = [System.IO.File]::ReadAllText($entrypoint)
+$normalized = $raw -replace "`r`n", "`n" -replace "`r", "`n"
+[System.IO.File]::WriteAllText($entrypoint, $normalized)
+
+if (-not $SkipImageBuild) {
+    Write-Host "`n=== Building Docker image ==="
+    docker build -f build/Dockerfile.manylinux -t $ImageName .
+    if ($LASTEXITCODE -ne 0) {
+        throw "docker build failed"
+    }
+}
+
+Write-Host "`n=== Running manylinux container ==="
+# Mount the repo so artifacts land under dist/repaired and SDK/<version>/ on the host.
+docker run --rm `
+    -e "ORISYS_BUILD_TARGET=$Target" `
+    -e "ORISYS_PYTHON_TAGS=$pythonTags" `
+    -v "${RepoRoot}:/src" `
+    $ImageName
+
+if ($LASTEXITCODE -ne 0) {
+    throw "manylinux container build failed"
+}
+
+Write-Host "`n=== Host artifacts ==="
+$repaired = Join-Path $RepoRoot "dist\repaired"
+if (Test-Path $repaired) {
+    Get-ChildItem $repaired -Filter *.whl | ForEach-Object { Write-Host $_.FullName }
+} else {
+    Write-Warning "No dist/repaired directory found."
+}
+
+Write-Host "`nNext steps: see docs/publishing.md (TestPyPI then PyPI)."
diff --git a/build/build_nuitka.py b/build/build_nuitka.py
index 6b20ed2..a6abdb3 100644
--- a/build/build_nuitka.py
+++ b/build/build_nuitka.py
@@ -1,36 +1,80 @@
 """Build a Nuitka-compiled orisys wheel and publish it to SDK/{version}/.
 
 Pipeline:
-  1. Compile src/orisys → .pyd
+  1. Compile src/orisys → extension module (.pyd / .so)
   2. Stage wheel tree (compiled module + bundled files from pyproject.toml)
-  3. Run bdist_wheel and move output to SDK/{version}/
-  4. Smoke-test imports in a temporary venv
+  3. Run bdist_wheel; on Linux, auditwheel-repair to a manylinux tag
+  4. Smoke-test imports in a temporary venv (required for --target pypi-linux)
 
-Run from repo root: python build/build_nuitka.py
+Targets:
+  internal   – local/SDK delivery (default). Linux still repairs with auditwheel.
+  pypi-linux – PyPI binary wheel; requires Linux + CPython 3.10/3.11/3.12 + compliant tag.
+
+Run from repo root:
+  python build/build_nuitka.py
+  python build/build_nuitka.py --target pypi-linux
 """
 
 from __future__ import annotations
 
+import argparse
 import os
 import shutil
 import subprocess
+import sys
+from pathlib import Path
 
 from nuitka_compile import compile_orisys, copy_compiled_orisys, install_nuitka
-from paths import NUITKA_COMPILE_DIR, NUITKA_WHEEL_DIR, REPO_ROOT, repo_path
+from paths import NUITKA_COMPILE_DIR, NUITKA_WHEEL_DIR, REPO_ROOT, repaired_wheel_dir, repo_path
 from pyproject_utils import bundle_items, extras_require, get_version, install_requires
 from verify import verify_built_wheel
-from wheel_build import publish_wheel_to_sdk, run_bdist_wheel, write_wheel_setup
+from wheel_build import (
+    is_compliant_manylinux_wheel,
+    publish_wheel_to_sdk,
+    repair_linux_wheel,
+    run_bdist_wheel,
+    write_wheel_setup,
+)
 from wheel_layout import copy_bundle_items, copy_orisys_blend, package_data_from_bundle
 
+VALID_TARGETS = ("internal", "pypi-linux")
+# ABI tags that manylinux images ship under /opt/python/cpXYY-cpXYY.
+PYPI_LINUX_PYTHON_VERSIONS = ((3, 10), (3, 11), (3, 12))
 
-def _reset_dir(path) -> None:
+
+def _reset_dir(path: Path) -> None:
     """Remove and recreate a build output directory."""
     if path.exists():
         shutil.rmtree(path)
     path.mkdir(parents=True)
 
 
-def build() -> None:
+def _validate_pypi_linux_environment() -> None:
+    if sys.platform != "linux":
+        raise SystemExit(
+            "[ERROR] --target pypi-linux must run inside a Linux manylinux container "
+            "(for example quay.io/pypa/manylinux_2_28_x86_64 via Docker Desktop)."
+        )
+    if sys.version_info[:2] not in PYPI_LINUX_PYTHON_VERSIONS:
+        supported = ", ".join(f"{major}.{minor}" for major, minor in PYPI_LINUX_PYTHON_VERSIONS)
+        raise SystemExit(
+            f"[ERROR] --target pypi-linux requires CPython {supported}, got "
+            f"{sys.version_info.major}.{sys.version_info.minor}. "
+            "Use /opt/python/cp310-cp310 (or cp311/cp312) in the manylinux_2_28 image."
+        )
+
+
+def build(*, target: str = "internal", verify: bool | None = None) -> Path:
+    if target not in VALID_TARGETS:
+        raise SystemExit(f"[ERROR] Unknown target {target!r}; choose from {VALID_TARGETS}")
+
+    if target == "pypi-linux":
+        _validate_pypi_linux_environment()
+
+    # pypi-linux always verifies; internal opts in with --verify.
+    if verify is None:
+        verify = target == "pypi-linux"
+
     # --- 1. Compile ---
     install_nuitka()
 
@@ -38,7 +82,7 @@ def build() -> None:
     _reset_dir(NUITKA_COMPILE_DIR)
     _reset_dir(NUITKA_WHEEL_DIR)
 
-    print("\n=== Compiling with Nuitka ===")
+    print(f"\n=== Compiling with Nuitka (target={target}, version={version}) ===")
     env = os.environ.copy()
     src_dir = repo_path("src")
     env["PYTHONPATH"] = src_dir.as_posix() + os.pathsep + env.get("PYTHONPATH", "")
@@ -71,23 +115,80 @@ def build() -> None:
         extras_require=extras_require(REPO_ROOT),
     )
 
-    # --- 3. Build wheel and publish to SDK/ ---
+    # --- 3. Build wheel, repair on Linux, publish to SDK/ ---
     wheel_path = run_bdist_wheel(NUITKA_WHEEL_DIR)
     if wheel_path is None:
-        print("\n[ERROR] Wheel not found.")
-        return
+        raise SystemExit("\n[ERROR] Wheel not found after bdist_wheel.")
 
-    final_wheel = publish_wheel_to_sdk(wheel_path, version)
-    print(f"\n[SUCCESS] Wheel created and moved to: {final_wheel}")
+    repair_dir = repaired_wheel_dir()
+    final_candidate = repair_linux_wheel(wheel_path, repair_dir)
 
-    # # --- 4. Verify (isolated venv; does not touch the active environment) ---
-    # print("\n=== Verifying finger mesh/viewer imports ===")
-    # try:
-    #     verify_built_wheel(final_wheel)
-    # except subprocess.CalledProcessError as exc:
-    #     print(f"\n[WARNING] Wheel verify failed: {exc}")
-    #     print("The wheel was built successfully; verification runs in an isolated temp venv.")
+    if target == "pypi-linux" and not is_compliant_manylinux_wheel(final_candidate):
+        raise SystemExit(
+            f"[ERROR] Wheel is not PyPI-compliant: {final_candidate.name}. "
+            "Expected a manylinux_2_17_x86_64 (or newer) platform tag."
+        )
+
+    # Keep a durable copy under dist/repaired for upload tooling.
+    dist_repaired = REPO_ROOT / "dist" / "repaired"
+    dist_repaired.mkdir(parents=True, exist_ok=True)
+    dist_copy = dist_repaired / final_candidate.name
+    if dist_copy.resolve() != final_candidate.resolve():
+        shutil.copy2(final_candidate, dist_copy)
+
+    final_wheel = publish_wheel_to_sdk(final_candidate, version)
+    print(f"\n[SUCCESS] Wheel created and copied to: {final_wheel}")
+    print(f"[SUCCESS] Upload candidate also at: {dist_copy}")
+
+    # --- 4. Verify (isolated venv; does not touch the active environment) ---
+    if verify:
+        print("\n=== Verifying wheel imports in isolated venv ===")
+        try:
+            verify_built_wheel(final_wheel)
+            print("[SUCCESS] Wheel smoke test passed.")
+        except subprocess.CalledProcessError as exc:
+            if target == "pypi-linux":
+                raise SystemExit(
+                    f"[ERROR] Wheel verify failed (required for pypi-linux): {exc}"
+                ) from exc
+            print(f"\n[WARNING] Wheel verify failed: {exc}")
+            print("The wheel was built successfully; verification runs in an isolated temp venv.")
+    else:
+        print("\n[INFO] Skipping wheel verify (pass --verify to enable).")
+
+    return final_wheel
+
+
+def main(argv: list[str] | None = None) -> None:
+    parser = argparse.ArgumentParser(description="Build a Nuitka-compiled orisys wheel.")
+    parser.add_argument(
+        "--target",
+        choices=VALID_TARGETS,
+        default="internal",
+        help="internal: SDK delivery; pypi-linux: manylinux PyPI binary wheel",
+    )
+    parser.add_argument(
+        "--verify",
+        action="store_true",
+        help="Run isolated venv smoke test (always on for --target pypi-linux)",
+    )
+    parser.add_argument(
+        "--skip-verify",
+        action="store_true",
+        help="Skip smoke test when using --target internal",
+    )
+    args = parser.parse_args(argv)
+    verify: bool | None
+    if args.target == "pypi-linux":
+        verify = True
+    elif args.verify:
+        verify = True
+    elif args.skip_verify:
+        verify = False
+    else:
+        verify = None
+    build(target=args.target, verify=verify)
 
 
 if __name__ == "__main__":
-    build()
+    main()
diff --git a/build/manylinux_entrypoint.sh b/build/manylinux_entrypoint.sh
new file mode 100644
index 0000000..c0d2514
--- /dev/null
+++ b/build/manylinux_entrypoint.sh
@@ -0,0 +1,67 @@
+#!/usr/bin/env bash
+# Runs inside quay.io/pypa/manylinux_2_28_x86_64 with the repo mounted at /src.
+# Builds one Nuitka wheel per CPython ABI listed in ORISYS_PYTHON_TAGS.
+set -euo pipefail
+
+TARGET="${ORISYS_BUILD_TARGET:-pypi-linux}"
+# Comma-separated manylinux tags, e.g. "cp310-cp310,cp311-cp311,cp312-cp312"
+PYTHON_TAGS="${ORISYS_PYTHON_TAGS:-cp310-cp310,cp311-cp311,cp312-cp312}"
+
+cd /src
+
+echo "=== manylinux entrypoint ==="
+echo "Target: ${TARGET}"
+echo "Python tags: ${PYTHON_TAGS}"
+uname -a
+
+IFS=',' read -r -a TAG_ARRAY <<< "${PYTHON_TAGS}"
+FAILED=0
+BUILT=()
+
+for tag in "${TAG_ARRAY[@]}"; do
+  tag="$(echo "${tag}" | tr -d '[:space:]')"
+  if [[ -z "${tag}" ]]; then
+    continue
+  fi
+
+  PYBIN="/opt/python/${tag}/bin"
+  if [[ ! -x "${PYBIN}/python" ]]; then
+    echo "[ERROR] Python not found for tag ${tag}: ${PYBIN}/python" >&2
+    FAILED=1
+    continue
+  fi
+
+  echo ""
+  echo "========================================"
+  echo "Building orisys wheel: ${tag}"
+  echo "Python: $("${PYBIN}/python" -V)"
+  echo "========================================"
+
+  export PATH="${PYBIN}:${PATH}"
+  export PYTHONPATH="/src/src${PYTHONPATH:+:${PYTHONPATH}}"
+
+  "${PYBIN}/python" -m pip install -q --upgrade pip setuptools wheel auditwheel
+
+  if "${PYBIN}/python" build/build_nuitka.py --target "${TARGET}"; then
+    BUILT+=("${tag}")
+  else
+    echo "[ERROR] Build failed for ${tag}" >&2
+    FAILED=1
+  fi
+done
+
+echo ""
+echo "=== Build artifacts ==="
+ls -la /src/dist/repaired/ || true
+ls -la /src/SDK/*/ || true
+
+if [[ ${#BUILT[@]} -gt 0 ]]; then
+  echo "Built tags: ${BUILT[*]}"
+fi
+
+if [[ "${FAILED}" -ne 0 ]]; then
+  echo "[ERROR] One or more Python ABI builds failed." >&2
+  exit 1
+fi
+
+echo "[SUCCESS] All requested manylinux wheels built."
diff --git a/build/nuitka_compile.py b/build/nuitka_compile.py
index 0217987..9caa35c 100644
--- a/build/nuitka_compile.py
+++ b/build/nuitka_compile.py
@@ -19,11 +19,18 @@ NUITKA_INCLUDE_PACKAGES = (
 )
 
 NUITKA_NOFOLLOW_IMPORTS = (
+    # Keep as runtime deps (shipped via wheel install_requires / extras).
+    "numpy",
+    "scipy",
+    "cv2",
+    "numba",
     "orisys_blend",
     "cupy",
     "cupyx",
     "pyopencl",
     "open3d",
+    "PyQt5",
+    "pyqtgraph",
 )
 
 
diff --git a/build/paths.py b/build/paths.py
index 817ac98..3fa8cfd 100644
--- a/build/paths.py
+++ b/build/paths.py
@@ -18,3 +18,8 @@ def repo_path(*parts: str) -> Path:
 
 def sdk_dir(version: str) -> Path:
     return REPO_ROOT / "SDK" / version
+
+
+def repaired_wheel_dir() -> Path:
+    """Directory for auditwheel-repaired wheels under the Nuitka wheel build tree."""
+    return NUITKA_WHEEL_DIR / "repaired"
diff --git a/build/pyproject_utils.py b/build/pyproject_utils.py
index dc1f73f..33aa629 100644
--- a/build/pyproject_utils.py
+++ b/build/pyproject_utils.py
@@ -2,7 +2,7 @@
 
 from __future__ import annotations
 
-import importlib
+import ast
 import subprocess
 import sys
 from pathlib import Path
@@ -41,17 +41,29 @@ def extras_require(repo_root: Path) -> dict[str, list[str]]:
 
 def _resolve_version_attr(repo_root: Path, attr: str) -> str:
     """Resolve a setuptools dynamic version attr (e.g. orisys.__version__)."""
-    src_dir = str(repo_root / "src")
-    if src_dir not in sys.path:
-        sys.path.insert(0, src_dir)
     module_name, _, attr_name = attr.partition(".")
     if not attr_name:
         raise RuntimeError(f"Invalid dynamic version attr: {attr!r}")
-    module = importlib.import_module(module_name)
-    value = module
-    for name in attr_name.split("."):
-        value = getattr(value, name)
-    return str(value)
+
+    # Avoid importing package modules here: __init__ may import heavy runtime deps
+    # (e.g., cv2/numpy) that are not required just to read __version__.
+    rel_module = Path(*module_name.split("."))
+    module_file = repo_root / "src" / rel_module.with_suffix(".py")
+    if not module_file.is_file():
+        module_file = repo_root / "src" / rel_module / "__init__.py"
+    if not module_file.is_file():
+        raise RuntimeError(f"Cannot resolve module file for dynamic version attr: {attr!r}")
+
+    tree = ast.parse(module_file.read_text(encoding="utf-8"), filename=str(module_file))
+    target_name = attr_name.split(".")[0]
+    for node in tree.body:
+        if isinstance(node, ast.Assign):
+            for target in node.targets:
+                if isinstance(target, ast.Name) and target.id == target_name:
+                    value = ast.literal_eval(node.value)
+                    return str(value)
+
+    raise RuntimeError(f"Attribute {target_name!r} not found in {module_file}")
 
 
 def get_version(repo_root: Path) -> str:
diff --git a/build/verify.py b/build/verify.py
index 6e97516..6dcd23b 100644
--- a/build/verify.py
+++ b/build/verify.py
@@ -11,6 +11,32 @@ from pathlib import Path
 
 from paths import GUI_DIST_DIR
 
+# Public SDK surface that must import from a released wheel.
+_SMOKE_IMPORT_SCRIPT = """
+import orisys
+from orisys import Sensor, list_config, export_config, util, finger
+from orisys.finger import UVMeshViewer, build_uv_surface_mesh, FingerRuntime
+from orisys.finger.mesh import UVSurfaceMesh
+from orisys.finger.viewer import init_uv_mesh_viewer
+from orisys.hhd import nHHD
+from orisys.tracker import Tracker
+
+assert orisys.__version__
+assert Sensor is not None
+assert callable(list_config)
+assert callable(export_config)
+assert util is not None
+assert finger is not None
+assert UVMeshViewer is not None
+assert build_uv_surface_mesh is not None
+assert FingerRuntime is not None
+assert UVSurfaceMesh is not None
+assert init_uv_mesh_viewer is not None
+assert nHHD is not None
+assert Tracker is not None
+print(f"orisys {orisys.__version__} public API imports OK")
+"""
+
 
 def _venv_python(venv_dir: Path) -> Path:
     if sys.platform == "win32":
@@ -19,7 +45,7 @@ def _venv_python(venv_dir: Path) -> Path:
 
 
 def verify_built_wheel(wheel_path: Path) -> None:
-    """Install the wheel in a temporary venv and smoke-test finger imports."""
+    """Install the wheel in a temporary venv and smoke-test public imports."""
     wheel_path = wheel_path.resolve()
     with tempfile.TemporaryDirectory(prefix="orisys-wheel-verify-") as tmp:
         venv_dir = Path(tmp) / "venv"
@@ -27,20 +53,12 @@ def verify_built_wheel(wheel_path: Path) -> None:
         python = _venv_python(venv_dir)
 
         subprocess.check_call(
-            [python, "-m", "pip", "install", "-q", str(wheel_path)],
+            [python, "-m", "pip", "install", "-q", "--upgrade", "pip"],
         )
         subprocess.check_call(
-            [
-                python,
-                "-c",
-                (
-                    "from orisys.finger import UVMeshViewer, build_uv_surface_mesh, FingerRuntime; "
-                    "from orisys.finger.mesh import UVSurfaceMesh; "
-                    "from orisys.finger.viewer import init_uv_mesh_viewer; "
-                    "print('finger mesh/viewer imports OK')"
-                ),
-            ],
+            [python, "-m", "pip", "install", "-q", str(wheel_path)],
         )
+        subprocess.check_call([python, "-c", _SMOKE_IMPORT_SCRIPT])
 
 
 def verify_gui_dist(dist_dir: Path | None = None) -> None:
diff --git a/build/wheel_build.py b/build/wheel_build.py
index 0fd1f33..19b9670 100644
--- a/build/wheel_build.py
+++ b/build/wheel_build.py
@@ -2,6 +2,7 @@
 
 from __future__ import annotations
 
+import re
 import shutil
 import subprocess
 import sys
@@ -9,6 +10,11 @@ from pathlib import Path
 
 from paths import sdk_dir
 
+# PyPI rejects bare tags like "manylinux_x86_64"; require a glibc ABI version.
+_MANYLINUX_TAG_RE = re.compile(
+    r"(?:manylinux2014|manylinux_2_(?:17|24|27|28|31|34|35))_x86_64"
+)
+
 
 def write_wheel_setup(
     wheel_dir: Path,
@@ -52,11 +58,78 @@ def run_bdist_wheel(wheel_dir: Path) -> Path | None:
     return wheels[0] if wheels else None
 
 
+def _ensure_auditwheel() -> None:
+    try:
+        subprocess.check_call(
+            [sys.executable, "-m", "auditwheel", "--version"],
+            stdout=subprocess.DEVNULL,
+            stderr=subprocess.DEVNULL,
+        )
+    except (subprocess.CalledProcessError, FileNotFoundError):
+        print("Installing auditwheel...")
+        subprocess.check_call([sys.executable, "-m", "pip", "install", "auditwheel", "-q"])
+
+
+def is_compliant_manylinux_wheel(wheel_path: Path) -> bool:
+    """True if the wheel filename uses a PyPI-accepted manylinux x86_64 tag."""
+    return bool(_MANYLINUX_TAG_RE.search(wheel_path.name))
+
+
+def repair_linux_wheel(wheel_path: Path, repair_dir: Path) -> Path:
+    """Run auditwheel show/repair and return a PyPI-compliant manylinux wheel.
+
+    Raises RuntimeError if repair fails or the result still lacks a valid tag.
+    On non-Linux platforms the input wheel is returned unchanged.
+    """
+    if sys.platform != "linux":
+        print("Skipping auditwheel repair (not running on Linux).")
+        return wheel_path
+
+    _ensure_auditwheel()
+    repair_dir = repair_dir.resolve()
+    if repair_dir.exists():
+        shutil.rmtree(repair_dir)
+    repair_dir.mkdir(parents=True)
+
+    print("\n=== auditwheel show ===")
+    subprocess.check_call([sys.executable, "-m", "auditwheel", "show", str(wheel_path)])
+
+    print("\n=== auditwheel repair ===")
+    subprocess.check_call(
+        [
+            sys.executable,
+            "-m",
+            "auditwheel",
+            "repair",
+            str(wheel_path),
+            "--wheel-dir",
+            str(repair_dir),
+        ]
+    )
+
+    repaired = sorted(repair_dir.glob("*.whl"))
+    if not repaired:
+        raise RuntimeError(f"auditwheel repair produced no wheels in {repair_dir}")
+
+    compliant = [path for path in repaired if is_compliant_manylinux_wheel(path)]
+    if not compliant:
+        names = ", ".join(path.name for path in repaired)
+        raise RuntimeError(
+            "auditwheel repair did not produce a PyPI-compliant manylinux tag. "
+            f"Got: {names}. Rebuild inside quay.io/pypa/manylinux_2_28_x86_64 "
+            "(or manylinux2014_x86_64) instead of a generic Linux host."
+        )
+
+    final = compliant[0]
+    print(f"Repaired wheel: {final.name}")
+    return final
+
+
 def publish_wheel_to_sdk(wheel_path: Path, version: str) -> Path:
     sdk_version_dir = sdk_dir(version)
     sdk_version_dir.mkdir(parents=True, exist_ok=True)
     dest_wheel = sdk_version_dir / wheel_path.name
     if dest_wheel.exists():
         dest_wheel.unlink()
-    shutil.move(str(wheel_path), str(dest_wheel))
+    shutil.copy2(str(wheel_path), str(dest_wheel))
     return dest_wheel
diff --git a/config/ddjx01_wuxi.json b/config/box.json
similarity index 66%
rename from config/ddjx01_wuxi.json
rename to config/box.json
index cbbe434..af88413 100644
--- a/config/ddjx01_wuxi.json
+++ b/config/box.json
@@ -2,24 +2,24 @@
   "name": "prototype",
   "version": "1.0",
   "camera": {
-    "resolution_raw": [1280, 720],
-    "fps": 15,
+    "resolution_raw": [1920, 1080],
+    "fps": 30,
     "units": 15,
     "units_used": 9, 
-    "resolution_stitch": [263, 263],
+    "resolution_stitch": [365, 365],
     "stitch_res_list": [365,263,123,63]
   },
   "stitcher": {
     "min_area_frac": 0.01,
-    "max_area_frac": 0.04,
-    "max_aspect_ratio": 25,
+    "max_area_frac": 0.05,
+    "max_aspect_ratio": 50,
     "index": [1,2,3,6,7,8,11,12,13],
     "margin": 10,
-    "nominal_ov_pos": 67,
+    "nominal_ov_pos": 100,
     "n": [3,3],
     "row_tol": 0.6,
-    "box_size": [180, 180],
-    "blend":"numpy",
+    "box_size": [250, 250],
+    "blend":"numba",
     "blend_list": ["numpy", "numba","none"]
   },
   "tracker": {
@@ -31,16 +31,15 @@
     "dis_preset": "medium",
     "dis_mode": 3,
     "algorithm_list": ["raft", "dis"],
-    "hhd_downsample": 3,
-    "backend": "cpu"
+    "hhd_downsample": 3
   },
   "contact": {
     "min_contour_area": 3000,
-    "flow_threshold":1,
-    "div_threshold":0.02,
+    "flow_threshold":5,
+    "div_threshold":0.05,
     "expansion_threshold": 0.01,
     "kernel_size": [5,5],
-    "denoise_sigma": 10
+    "denoise_sigma": 12
   }
 }
 
diff --git a/config/finger.json b/config/finger.json
new file mode 100644
index 0000000..545a74a
--- /dev/null
+++ b/config/finger.json
@@ -0,0 +1,35 @@
+{
+  "name": "dd02-ov",
+  "type": "single_camera",
+  "version": "1.0",
+  "camera": {
+    "resolution_raw": [1280, 720],
+    "fps": 30,
+    "resolution_stitch": [420, 450],
+    "source_scale": 0.4,
+    "old":[672, 728, 1,0.5],
+    "work": [504, 546,1],
+    "work2": [420, 450,0.8],
+    "work3": [350, 375,4,0.7],
+    "work4": [280, 300,4,0.4,0.2]
+  },
+  "tracker": {
+    "adaptive": true,
+    "lower_threshold": 12.0,
+    "upper_threshold": 18.0,
+    "loop_closure_interval": 1,
+    "algorithm": "dis",
+    "dis_preset": "medium",
+    "dis_mode": 3,
+    "algorithm_list": ["raft", "dis"],
+    "hhd_downsample": 5
+  },
+  "contact": {
+    "min_contour_area": 3000,
+    "flow_threshold": 0.2,
+    "div_threshold": 0.022,
+    "expansion_threshold": 0.01,
+    "kernel_size": [5, 5],
+    "denoise_sigma": 12
+  }
+}
diff --git a/config/mini-fast.json b/config/mini-fast.json
new file mode 100644
index 0000000..cc5868f
--- /dev/null
+++ b/config/mini-fast.json
@@ -0,0 +1,47 @@
+{
+    "name": "prototype",
+    "version": "1.0",
+    "camera": {
+      "resolution_raw": [1280, 720],
+      "fps": 30,
+      "units": 15,
+      "units_used": 9, 
+      "resolution_stitch": [263, 263],
+      "stitch_res_list": [365,263,123,63]
+    },
+    "stitcher": {
+      "min_area_frac": 0.01,
+      "max_area_frac": 0.04,
+      "max_aspect_ratio": 25,
+      "index": [1,2,3,6,7,8,11,12,13],
+      "margin": 10,
+      "nominal_ov_pos": 67,
+      "n": [3,3],
+      "row_tol": 0.6,
+      "box_size": [180, 180],
+      "blend":"numpy",
+      "blend_list": ["numpy", "numba","none"]
+    },
+    "tracker": {
+      "adaptive": true,
+      "lower_threshold": 12.0,
+      "upper_threshold": 18.0,
+      "loop_closure_interval": 1,
+      "algorithm": "dis",
+      "dis_preset": "medium",
+      "dis_mode": 3,
+      "algorithm_list": ["raft", "dis"],
+      "hhd_downsample": 3
+    },
+    "contact": {
+      "min_contour_area": 3000,
+      "flow_threshold":1,
+      "div_threshold":0.02,
+      "expansion_threshold": 0.01,
+      "kernel_size": [5,5],
+      "denoise_sigma": 10
+    }
+  }
+  
+  
+  
\ No newline at end of file
diff --git a/config/mini.json b/config/mini.json
new file mode 100644
index 0000000..af88413
--- /dev/null
+++ b/config/mini.json
@@ -0,0 +1,46 @@
+{
+  "name": "prototype",
+  "version": "1.0",
+  "camera": {
+    "resolution_raw": [1920, 1080],
+    "fps": 30,
+    "units": 15,
+    "units_used": 9, 
+    "resolution_stitch": [365, 365],
+    "stitch_res_list": [365,263,123,63]
+  },
+  "stitcher": {
+    "min_area_frac": 0.01,
+    "max_area_frac": 0.05,
+    "max_aspect_ratio": 50,
+    "index": [1,2,3,6,7,8,11,12,13],
+    "margin": 10,
+    "nominal_ov_pos": 100,
+    "n": [3,3],
+    "row_tol": 0.6,
+    "box_size": [250, 250],
+    "blend":"numba",
+    "blend_list": ["numpy", "numba","none"]
+  },
+  "tracker": {
+    "adaptive": true,
+    "lower_threshold": 12.0,
+    "upper_threshold": 18.0,
+    "loop_closure_interval": 1,
+    "algorithm": "dis",
+    "dis_preset": "medium",
+    "dis_mode": 3,
+    "algorithm_list": ["raft", "dis"],
+    "hhd_downsample": 3
+  },
+  "contact": {
+    "min_contour_area": 3000,
+    "flow_threshold":5,
+    "div_threshold":0.05,
+    "expansion_threshold": 0.01,
+    "kernel_size": [5,5],
+    "denoise_sigma": 12
+  }
+}
+
+
diff --git a/docs/api.docx b/docs/api.docx
new file mode 100644
index 0000000..a898709
Binary files /dev/null and b/docs/api.docx differ
diff --git a/docs/api.md b/docs/api.md
index ed626f0..78f26e1 100644
--- a/docs/api.md
+++ b/docs/api.md
@@ -238,7 +238,7 @@ flow = sensor.read_info(sensor.info.VRAW)
 
 ## `orisys.finger` 手指 UV pipeline
 
-`examples/finger_pipeline.py` 展示了一个更适合手指/单相机场景的高层 API：
+`examples/products/ory_finger/finger_pipeline.py` 展示了一个更适合手指/单相机场景的高层 API：
 
 1. 使用 `FingerRuntime.open()` 打开视频源、加载 Blender 导出的资产，并构建 UV 展开映射。
 2. 用 `grab_and_process()` 或 `read_source() + process_frame()` 获取一帧展开后的触觉图像。
@@ -262,7 +262,7 @@ flow = sensor.read_info(sensor.info.VRAW)
 #### 输入参数
 
 * **export_dir** (`str`，可选): 手指导出资产目录，默认值来自 `orisys.finger.DEFAULT_FINGER_EXPORT_DIR`。目录下通常需要包含 `mesh.npz`、`camera_intrinsics.npz`、`world_to_cam.npy`。
-* **config** (`str`，可选): Orisys 配置文件路径，默认 `./config/dd02-ov.json`。
+* **config** (`str`，可选): Orisys 配置文件名称或路径，默认 `dd02`（兼容解析到 `dd02-ov`）。
 * **map_cache** (`str`，可选): UV 展开缓存文件路径，默认值来自 `orisys.finger.DEFAULT_FINGER_MAP_CACHE`。
 * **source_scale** (`float`，可选): 输入相机分辨率缩放比例；未提供时根据配置自动推断。
 * **calib** (`str | None`，可选): 外部相机标定文件路径；未提供时优先使用导出资产中的内参。
@@ -282,7 +282,7 @@ flow = sensor.read_info(sensor.info.VRAW)
 from orisys.finger import FingerRuntime
 
 runtime = FingerRuntime.open(
-    config="./config/dd02-ov.json",
+    config="dd02",
     video=0,
     verbose=True,
 )
@@ -312,7 +312,7 @@ runtime = FingerRuntime.open(
 
 #### 描述
 
-对一帧原始输入执行源图预处理、UV 展开，并把展开后的结果送入内部 `TactileProcessor`。这是 `examples/finger_pipeline.py` 中 profile 模式使用的方法。
+对一帧原始输入执行源图预处理、UV 展开，并把展开后的结果送入内部 `TactileProcessor`。这是 `examples/products/ory_finger/finger_pipeline.py` 中 profile 模式使用的方法。
 
 #### 输入参数
 
@@ -327,7 +327,7 @@ runtime = FingerRuntime.open(
 
 #### 描述
 
-先读取一帧视频源，再调用 `process_frame()` 完成 UV 展开并推入内部触觉处理器。非 profile 模式下，`examples/finger_pipeline.py` 使用该方法作为主循环入口。
+先读取一帧视频源，再调用 `process_frame()` 完成 UV 展开并推入内部触觉处理器。非 profile 模式下，`examples/products/ory_finger/finger_pipeline.py` 使用该方法作为主循环入口。
 
 #### 输入参数
 
@@ -357,7 +357,7 @@ runtime = FingerRuntime.open(
 
 #### 描述
 
-先执行一次采集与 UV 展开，然后调用 `runtime.tactile.warmup()` 预热内部光流/HHD 相关缓存。`examples/finger_pipeline.py` 在进入主循环前会先执行一次 warmup。
+先执行一次采集与 UV 展开，然后调用 `runtime.tactile.warmup()` 预热内部光流/HHD 相关缓存。`examples/products/ory_finger/finger_pipeline.py` 在进入主循环前会先执行一次 warmup。
 
 #### 输入参数
 
@@ -386,7 +386,7 @@ runtime = FingerRuntime.open(
 * **raw_sensor**: 底层 `Sensor` 对象。
 * **info**: 与 `Sensor.info` 相同的枚举入口。
 * **img / flow / vnormal / vshear / depth_map**: 当前帧处理结果。
-* **mask_stats**: 有效 UV 区域统计信息；`examples/finger_pipeline.py` 会读取 `mask_stats["coverage"]` 输出当前掩码覆盖率。
+* **mask_stats**: 有效 UV 区域统计信息；`examples/products/ory_finger/finger_pipeline.py` 会读取 `mask_stats["coverage"]` 输出当前掩码覆盖率。
 * **valid_mask**: 当前有效区域掩码。
 
 #### 说明
@@ -395,7 +395,7 @@ runtime = FingerRuntime.open(
 
 ### 10. 最小手指 pipeline 示例
 
-下面的流程与 `examples/finger_pipeline.py` 一致：
+下面的流程与 `examples/products/ory_finger/finger_pipeline.py` 一致：
 
 ```python
 import time
@@ -404,7 +404,7 @@ import orisys
 from orisys.finger import FingerRuntime
 
 runtime = FingerRuntime.open(
-    config="./config/dd02-ov.json",
+    config="dd02",
     video=0,
     verbose=True,
 )
@@ -462,7 +462,7 @@ finally:
 
 ### 11. 关于 profile 模式
 
-`examples/finger_pipeline.py` 中的 `--profile` / `--profile-every` 是示例脚本参数，不属于 `orisys` SDK 核心 API。本质上它只是把主循环拆成：
+`examples/products/ory_finger/finger_pipeline.py` 中的 `--profile` / `--profile-every` 是示例脚本参数，不属于 `orisys` SDK 核心 API。本质上它只是把主循环拆成：
 
 1. `runtime.read_source()`
 2. `runtime.process_frame(...)`
diff --git a/docs/api.pdf b/docs/api.pdf
new file mode 100644
index 0000000..0b72d9c
Binary files /dev/null and b/docs/api.pdf differ
diff --git a/docs/get_started.docx b/docs/get_started.docx
new file mode 100644
index 0000000..91657fb
Binary files /dev/null and b/docs/get_started.docx differ
diff --git a/docs/get_started.md b/docs/get_started.md
index 1459600..daaa7cd 100644
--- a/docs/get_started.md
+++ b/docs/get_started.md
@@ -112,13 +112,16 @@ print(orisys.__version__)
 
 # 使用方法
 ## 运行示例程序
-套件里面包含了多个例子，建议都在仓库根目录运行（即 `config/`、`examples/`、`assets/` 同级目录）。常见入口分为两类：
+套件里面包含了多个例子，建议都在仓库根目录运行（即 `config/`、`examples/`、`assets/` 同级目录）。按产品入口如下：
 
-1. `examples/basic_pipeline.py`：复眼/拼接传感器基础 OpenCV 示例
-2. `examples/finger_pipeline.py`：手指传感器2维显示最小流程示例
-3. `examples/finger_pipeline_3dview.py`：手指传感器 Qt 3D 可视化界面
+1. `examples/products/ory_box/basic_pipeline.py`：ORY-BOX 复眼/拼接传感器基础 OpenCV 示例（默认配置 `ddjx01`）
+2. `examples/products/ory_mini/basic_pipeline.py`：ORY-MINI 基础 OpenCV 示例（默认配置 `mini`）
+3. `examples/products/ory_finger/finger_pipeline.py`：ORY-FINGER 2D UV 最小流程（默认配置 `dd02`）
+4. `examples/products/ory_finger/finger_pipeline_3dview.py`：ORY-FINGER Qt 3D 可视化界面（默认配置 `dd02`）
 
-下面先介绍最基础的 `basic_pipeline.py` 运行方式。
+`dd02` 是当前 ORY-FINGER 的稳定别名，实际会解析到 `dd02-ov`。旧路径 `examples/basic_pipeline.py` / `examples/finger_pipeline*.py` 仍可作为兼容入口。
+
+下面先介绍最基础的 ORY-BOX 运行方式。
 
 ### Windows:
 1.	检查是否有其他正在连接的USB摄像头设备：打开powershell, 运行命令`Get-PnpDevice -PresentOnly | Where-Object { $_.Class -match '^Camera' }`，如果没有的话不会有输出。
@@ -126,7 +129,7 @@ print(orisys.__version__)
 3.	如果第一步没有输出，传感器的ID就是“0”，如果第一步有一个设备，传感器的ID就是“1”，如此类推。
 4.	在确定了传感器的ID（下方例子假设为“0”）后，打开Anaconda Prompt, 切换到工作路径，然后在命令行中输入：
     ``` bash
-    python examples/basic_pipeline.py -v 0
+    python examples/products/ory_box/basic_pipeline.py -v 0 -c ddjx01
     ```
 5.	程序会运行，并自动打开可视化窗口和打印资料，在窗口上按键盘”q”键可以停止运行，按”r”键可以重设数据
 
@@ -136,22 +139,22 @@ print(orisys.__version__)
 3.	根据新增的输出，例如”/dev/video0”，确定传感器的ID为“0”, 如果是”/dev/video3”的话ID为“3” ，如此类推。
 4.	在确定了传感器的ID（下方例子假设为“0”）后，打开终端, 激活相应的python环境，切换到工作路径，然后在命令行中输入：
     ``` bash
-    python examples/basic_pipeline.py -v 0
+    python examples/products/ory_box/basic_pipeline.py -v 0 -c ddjx01
     ```
 5.	程序会运行，并自动打开可视化窗口和打印资料，在窗口上按键盘”q”键可以停止运行，按”r”键可以重设数据
 
-### 手指传感器 UV 示例
+### ORY-FINGER UV 示例
 
-如果您使用的是手指/单相机 UV 展开流程，可运行：
+如果您使用的是 ORY-FINGER（当前配置别名 `dd02`），可运行：
 
 ``` bash
-python examples/finger_pipeline.py --camera_id 0 --config ./config/dd02-ov.json
+python examples/products/ory_finger/finger_pipeline.py --camera_id 0 --config dd02
 ```
 
 如果输入来自视频文件，也可以改用：
 
 ``` bash
-python examples/finger_pipeline.py --video ./data/sample.mp4 --config ./config/dd02-ov.json
+python examples/products/ory_finger/finger_pipeline.py --video ./data/sample.mp4 --config dd02
 ```
 
 该示例会：
@@ -168,10 +171,10 @@ python examples/finger_pipeline.py --video ./data/sample.mp4 --config ./config/d
 例如：
 
 ``` bash
-python examples/finger_pipeline.py --camera_id 0 --config ./config/dd02-ov.json
+python examples/products/ory_finger/finger_pipeline.py --camera_id 0 --config dd02
 ```
 
-### 手指 3D 可视化界面
+### ORY-FINGER 3D 可视化界面
 
 如果要使用 GUI ,安装GUI依赖：
 ``` bash
@@ -180,7 +183,7 @@ pip install pyqt5 pyqtgraph
 ```
 然后运行：
 ``` bash
-python examples/finger_pipeline_3dview.py --video 0 --config ./config/dd02-ov.json
+python examples/products/ory_finger/finger_pipeline_3dview.py --video 0 --config dd02
 ```
 
 该界面会提供：
diff --git a/docs/get_started.pdf b/docs/get_started.pdf
new file mode 100644
index 0000000..344c8cd
Binary files /dev/null and b/docs/get_started.pdf differ
diff --git a/docs/publishing.md b/docs/publishing.md
new file mode 100644
index 0000000..c860375
--- /dev/null
+++ b/docs/publishing.md
@@ -0,0 +1,167 @@
+# Publishing Orisys to PyPI
+
+This document covers the **Linux manylinux binary wheel** path (Nuitka-compiled
+`orisys` for CPython 3.10 / 3.11 / 3.12). Windows wheels are still built on
+Windows hosts; they cannot be produced inside the manylinux container.
+
+## Why Docker?
+
+PyPI rejects wheels tagged `manylinux_x86_64` (missing glibc ABI version). A
+compliant tag looks like:
+
+```text
+orisys-0.4.2-cp310-cp310-manylinux_2_28_x86_64.whl
+orisys-0.4.2-cp311-cp311-manylinux_2_28_x86_64.whl
+orisys-0.4.2-cp312-cp312-manylinux_2_28_x86_64.whl
+```
+
+Those tags are produced by building inside the official manylinux image and
+running `auditwheel repair`. On Windows, use **Docker Desktop in Linux container
+mode**.
+
+> Note: we use `manylinux_2_28_x86_64` (not 2014). Recent NumPy/SciPy no longer
+> provide manylinux2014 wheels and fail to build from source on that older GCC.
+
+## Prerequisites
+
+1. Docker Desktop installed and running (**Linux containers**, not Windows containers).
+2. Repository checked out locally (this tree is bind-mounted into the container).
+3. Version bumped in `src/orisys/__init__.py` (`__version__`) before every upload.
+   PyPI never allows re-uploading the same filename/version.
+4. PyPI / TestPyPI project-scoped API tokens (never commit tokens or `.pypirc` with secrets).
+
+Quick Docker check:
+
+```powershell
+docker version --format "{{.Server.Os}}"
+# expect: linux
+docker run --rm hello-world
+```
+
+## Build manylinux wheels (3.10 / 3.11 / 3.12)
+
+From the repository root. Prefer PowerShell, or from **cmd.exe**:
+
+```bat
+powershell -ExecutionPolicy Bypass -File .\build\build_manylinux_docker.ps1
+```
+
+PowerShell:
+
+```powershell
+.\build\build_manylinux_docker.ps1
+```
+
+Default builds **all three** ABIs. To build a subset:
+
+```powershell
+.\build\build_manylinux_docker.ps1 -PythonVersions 3.10,3.12
+.\build\build_manylinux_docker.ps1 -PythonVersions 3.11
+```
+
+What this does:
+
+1. Builds `orisys-manylinux` from [`build/Dockerfile.manylinux`](../build/Dockerfile.manylinux)
+   (`quay.io/pypa/manylinux_2_28_x86_64` with Nuitka/auditwheel in cp310/cp311/cp312).
+2. Runs [`build/manylinux_entrypoint.sh`](../build/manylinux_entrypoint.sh), which loops:
+
+   ```bash
+   /opt/python/cp310-cp310/bin/python build/build_nuitka.py --target pypi-linux
+   /opt/python/cp311-cp311/bin/python build/build_nuitka.py --target pypi-linux
+   /opt/python/cp312-cp312/bin/python build/build_nuitka.py --target pypi-linux
+   ```
+
+3. For each ABI: Nuitka compile → wheel → `auditwheel repair` → isolated smoke test.
+4. Artifacts land in:
+
+   - `dist/repaired/orisys-*-manylinux_2_28_x86_64.whl` (upload candidates)
+   - `SDK/<version>/` (same compliant wheels)
+
+Expect roughly **3×** the wall time of a single-ABI build.
+
+Rebuild without refreshing the image:
+
+```powershell
+.\build\build_manylinux_docker.ps1 -SkipImageBuild
+```
+
+Equivalent manual `docker` invocation:
+
+```powershell
+docker build -f build/Dockerfile.manylinux -t orisys-manylinux .
+docker run --rm `
+  -e ORISYS_BUILD_TARGET=pypi-linux `
+  -e ORISYS_PYTHON_TAGS=cp310-cp310,cp311-cp311,cp312-cp312 `
+  -v "${PWD}:/src" `
+  orisys-manylinux
+```
+
+### Acceptance checks before upload
+
+- Each filename contains `cp310` / `cp311` / `cp312` and `manylinux_2_28_x86_64`
+  (or another accepted manylinux tag such as `manylinux_2_17_x86_64`).
+- Isolated smoke test printed `public API imports OK` for every ABI.
+- Do **not** upload any wheel still tagged `linux_x86_64` or bare `manylinux_x86_64`.
+
+Optional re-verify on a Linux machine:
+
+```bash
+python build/verify.py dist/repaired/orisys-*-cp310-cp310-manylinux_*.whl
+```
+
+## Promote: TestPyPI then PyPI
+
+Install upload tooling in a clean environment:
+
+```powershell
+python -m pip install --upgrade twine
+```
+
+### 1. Upload to TestPyPI
+
+```powershell
+$env:TWINE_USERNAME = "__token__"
+$env:TWINE_PASSWORD = "<TestPyPI API token>"
+
+python -m twine check dist/repaired/*.whl
+python -m twine upload --repository testpypi dist/repaired/*.whl
+```
+
+Install from TestPyPI in a fresh venv (pull runtime deps from real PyPI), testing
+each Python you care about:
+
+```powershell
+py -3.10 -m venv .venv-testpypi310
+.\.venv-testpypi310\Scripts\Activate.ps1
+python -m pip install --index-url https://test.pypi.org/simple/ `
+  --extra-index-url https://pypi.org/simple `
+  "orisys==<version>"
+python -c "import orisys; print(orisys.__version__)"
+```
+
+### 2. Upload the same artifacts to PyPI
+
+Only after TestPyPI install/import succeeds:
+
+```powershell
+$env:TWINE_USERNAME = "__token__"
+$env:TWINE_PASSWORD = "<PyPI API token>"
+
+python -m twine upload dist/repaired/*.whl
+```
+
+Prefer CI **Trusted Publishing** (OIDC) for production uploads so long-lived tokens
+are not stored on developer machines.
+
+## Related local targets
+
+| Command | Purpose |
+|---------|---------|
+| `python build/build_nuitka.py` | Internal SDK wheel on the current host (Windows `.pyd` or Linux `.so`) |
+| `python build/build_nuitka.py --target pypi-linux` | Linux-only; requires manylinux + CPython 3.10–3.12 |
+| `.\build\build_nuitka_win.bat` | Windows wheels for py310/py311/py312 conda envs |
+| `.\build\build_manylinux_docker.ps1` | Linux manylinux wheels for 3.10/3.11/3.12 via Docker |
+| `python -m build` | Pure-Python / sdist path from `pyproject.toml` (no Nuitka) |
+
+Windows binary wheels and Linux manylinux wheels must be built on their respective
+platforms. Never rename a platform tag to bypass PyPI validation.
diff --git a/examples/README.md b/examples/README.md
index 00ac50f..913c9f1 100644
--- a/examples/README.md
+++ b/examples/README.md
@@ -1,54 +1,66 @@
 # Examples
 
-Top-level demo scripts under `examples/`. Run them from the repository root.
+Product-facing demos live under `examples/products/`. Shared helpers stay in
+`pipeline/`, `viz/`, and `gui/`. Run commands from the repository root.
 
-## Top-Level Files
+## Product Entry Points
 
-- `README.md` — this overview of the root-level example entry points
-- `basic_pipeline.py` — basic single-sensor OpenCV demo for the compound-eye pipeline
-- `plot_data.py` — single-sensor demo with OpenCV views plus PyQtGraph force charts
-- `two_sensor_pipeline.py` — two-sensor multiprocessing demo for parallel acquisition / display
-- `finger_pipeline.py` — minimal finger UV-unroll pipeline with optional profiling
-- `finger_pipeline_3dview.py` — main finger dashboard entry point with the unified Qt UI
+| Product | Entry | Default config |
+|---------|-------|----------------|
+| ORY-BOX | `products/ory_box/basic_pipeline.py` | `ddjx01` |
+| ORY-MINI | `products/ory_mini/basic_pipeline.py` | `mini` |
+| ORY-FINGER (2D) | `products/ory_finger/finger_pipeline.py` | `dd02` |
+| ORY-FINGER (3D Qt) | `products/ory_finger/finger_pipeline_3dview.py` | `dd02` |
+
+`dd02` is the stable ORY-FINGER alias and currently resolves to `dd02-ov`.
+
+Compatibility wrappers still exist at the `examples/` root
+(`basic_pipeline.py`, `finger_pipeline.py`, `finger_pipeline_3dview.py`) and
+forward to the product entries above.
 
 ## Typical Usage
 
-For the Qt dashboard:
+ORY-BOX:
+
+```bash
+python examples/products/ory_box/basic_pipeline.py -v 0 -c ddjx01
+```
+
+ORY-MINI:
+
+```bash
+python examples/products/ory_mini/basic_pipeline.py -v 0 -c mini
+```
+
+ORY-FINGER 2D:
+
+```bash
+python examples/products/ory_finger/finger_pipeline.py --camera_id 0 --config dd02
+```
+
+ORY-FINGER video file:
+
+```bash
+python examples/products/ory_finger/finger_pipeline.py --video ./data/sample.mp4 --config dd02
+```
+
+ORY-FINGER 3D Qt dashboard:
 
 ```bash
 pip install -e ".[gui]"
-python examples/finger_pipeline_3dview.py --video 0 --config ./config/dd02-ov.json
+python examples/products/ory_finger/finger_pipeline_3dview.py --video 0 --config dd02
 ```
 
-For the minimal finger pipeline:
+## Other Root Examples
 
-```bash
-python examples/finger_pipeline.py --camera_id 0 --config ./config/dd02-ov.json
-```
-
-For the minimal finger pipeline with profiling:
-
-```bash
-python examples/finger_pipeline.py --camera_id 0 --config ./config/dd02-ov.json --profile --profile-every 30
-```
-
-For a video-file finger run:
-
-```bash
-python examples/finger_pipeline.py --video ./data/sample.mp4 --config ./config/dd02-ov.json
-```
-
-For the basic compound-eye pipeline:
-
-```bash
-python examples/basic_pipeline.py -v 0 -c ./config/ddjx01.json
-```
+- `plot_data.py` — single-sensor OpenCV views plus PyQtGraph force charts
+- `two_sensor_pipeline.py` — two-sensor multiprocessing demo
 
 ## Requirements
 
 - SDK installed from the repository root, for example `pip install -e .`
 - camera index or test video path
-- matching config files under `./config/`
+- matching config names under `./config/` (or packaged `orisys/configs/`)
 
 Qt / PyQtGraph examples additionally require:
 
@@ -58,8 +70,10 @@ pip install -e ".[gui]"
 
 ## Notes
 
-- `finger_pipeline_3dview.py` is the main interactive demo. It uses `gui/app_paths.py` so the same entry point works in editable and packaged runs.
-- Dashboard controls: click **启动** to start acquisition; use **Record CSV / Stop CSV** and the CSV save-directory browser to log contact/force data; `Q` quits, `R` resets, `S` starts video recording, `E` stops video recording, and `Esc` toggles fullscreen.
-- `finger_pipeline.py` is the leanest finger example if you want to validate UV unroll + force/contact processing without the full dashboard.
-- `finger_pipeline.py` uses `orisys.finger.FingerRuntime` as the high-level entry point, then runs tactile analysis through `runtime.tactile`.
-- In `--profile` mode, the example splits the loop into capture, UV unroll, deformation, contact, and display stages so you can measure each step separately.
+- `products/ory_finger/finger_pipeline_3dview.py` is the main interactive finger demo.
+  It uses `gui/app_paths.py` so the same entry works in editable and packaged runs.
+- Dashboard controls: click **启动** to start acquisition; use **Record CSV / Stop CSV**
+  and the CSV save-directory browser to log contact/force data; `Q` quits, `R` resets,
+  `S` starts video recording, `E` stops video recording, and `Esc` toggles fullscreen.
+- `products/ory_finger/finger_pipeline.py` is the leanest finger example if you want to
+  validate UV unroll + force/contact processing without the full dashboard.
diff --git a/examples/basic_pipeline.py b/examples/basic_pipeline.py
index 7404637..13983a2 100644
--- a/examples/basic_pipeline.py
+++ b/examples/basic_pipeline.py
@@ -1,115 +1,21 @@
+#!/usr/bin/env python3
+"""Compatibility wrapper for ORY-BOX.
+
+Prefer:
+  python examples/products/ory_box/basic_pipeline.py -v 0 -c ddjx01
 """
-示例 1：单传感器基础流程
 
-本示例演示 Orisys SDK 的标准处理流程：
-1. 初始化传感器（摄像头或视频文件）
-2. 获取图像并计算形变
-3. 按需计算接触区域
-4. 读取并可视化结果
+from __future__ import annotations
 
-SDK version: 0.3.1
-"""
-import os
-os.environ["OPENCV_VIDEOIO_MSMF_ENABLE_HW_TRANSFORMS"] = "0" 
-import cv2
-import orisys
-import numpy as np
-import argparse
+import sys
+from pathlib import Path
 
-def main():
-    parser = argparse.ArgumentParser()
-    parser.add_argument("--video","-v", type=str, default="0", help="视频源：摄像头编号或视频文件路径")
-    parser.add_argument("--config","-c", type=str, default="./config/ddjx01.json", help="配置文件名称或路径")
-    parser.add_argument("--verbose","-verbose", type=bool, default=True, help="是否输出详细日志")
-    args = parser.parse_args()
+_EXAMPLES_DIR = Path(__file__).resolve().parent
+if str(_EXAMPLES_DIR) not in sys.path:
+    sys.path.insert(0, str(_EXAMPLES_DIR))
 
-    # 步骤 1：创建传感器对象（必需）
-    # config_name 可以是内置配置名称，也可以是自定义配置文件路径
-    # cal_path 为标定文件路径；每台设备建议使用独立的标定文件
-
-    # 输入既可以是摄像头编号，也可以是视频文件路径
-    try:
-        input = int(args.video)
-        is_camera = True
-        sensor = orisys.Sensor(input, config_name=args.config, verbose=args.verbose)
-    except:
-        is_camera = False
-        sensor = orisys.Sensor(args.video, config_name=args.config, verbose=args.verbose)
-
-    print("\n按键说明：'q' 退出程序，'r' 重置追踪器。")
-
-    while True:
-        # 步骤 2：数据处理
-        # 步骤 2.1：获取并拼接图像（必需）
-        sensor.get_img() 
-        # 步骤 2.2：计算形变场（必需）；返回值表示当前帧是否检测到接触/运动
-        is_contact_now = sensor.compute_deformation(check_motion=True, threshold=0)
-        # 步骤 2.3：仅在当前帧检测到接触/运动时计算接触区域
-        # if is_contact_now:
-        sensor.compute_contact()
-
-    
-        # 步骤 2.4：读取结果
-        fps, flow, vnormal, img, contour, centroid, depth_map, fnormal, fshearx, fsheary = sensor.read_info(
-            sensor.info.FPS,
-            sensor.info.VRAW,
-            sensor.info.VNORMAL,
-            sensor.info.IMG,
-            sensor.info.CONTOUR,
-            sensor.info.CENTROID,
-            sensor.info.DEPTH,
-            sensor.info.FNORMAL,
-            sensor.info.FSHEARX,
-            sensor.info.FSHEARY
-        )
-        
-        # 步骤 3：可视化显示
-        # 步骤 3.1：显示形变矢量场
-        arrows = orisys.util.draw_arrows(
-            img,
-            flow,
-            threshold=2,
-            grid_spacing=20,
-            arrow_scale=1.0
-        )
-        cv2.imshow("形变矢量场", arrows)
-        
-        # 步骤 3.2：显示接触区域和质心
-        image_with_foe = orisys.util.draw_contact(img, contour, centroid)
-        cv2.imshow("接触区域与质心", image_with_foe)
-
-        # 步骤 3.3：显示深度图
-        # 将深度值归一化到 0-255 范围
-        div_abs = depth_map
-        if div_abs.max() > div_abs.min():
-            div_normalized = ((div_abs - div_abs.min()) / (div_abs.max() - div_abs.min()) * 255).astype(np.uint8)
-        else:
-            div_normalized = np.zeros_like(div_abs, dtype=np.uint8)
-        
-        # 应用伪彩色映射
-        cv2.imshow("深度图", cv2.applyColorMap(div_normalized, cv2.COLORMAP_JET))
-
-        # 步骤 3.4：打印关键结果
-        print(
-            f"FPS={fps:.2f}, 法向力={fnormal:.4f}, 切向力X={fshearx:.4f}, "
-            f"切向力Y={fsheary:.4f}, 深度图尺寸={depth_map.shape}, 原始分辨率={sensor.img_size_raw}"
-        )
-            
-        # 步骤 3.5：键盘控制
-        key = cv2.waitKey(1) & 0xFF
-        if key == ord("q"):
-            print("\n正在退出示例程序...")
-            break
-        if key == ord("r"):
-            # 当光流追踪出现漂移时，可手动重置追踪器
-            sensor.reset()
-            print("追踪器已重置。")
-        
-    # =========================================================================
-    # 4. 释放资源
-    # =========================================================================
-    sensor.disconnect()  # 释放视频源及相关资源
+from products.ory_box.basic_pipeline import main
 
 
-if __name__ == '__main__':
+if __name__ == "__main__":
     main()
diff --git a/examples/finger_pipeline.py b/examples/finger_pipeline.py
index deeaddf..836531d 100644
--- a/examples/finger_pipeline.py
+++ b/examples/finger_pipeline.py
@@ -1,108 +1,20 @@
 #!/usr/bin/env python3
-"""
-Minimum UV-unroll finger tactile pipeline.
+"""Compatibility wrapper for ORY-FINGER 2D pipeline.
 
-Offline: load Blender export -> build_or_load_domain -> unroll_map_uv.npz
-Runtime:  camera frame -> FrameUnwarper -> TactileProcessor -> forces/contact
-
-For the full demo (UV debug panels, dashboard, benchmarks) see:
-  tools/3d_patch_generation_blender/unroll_realtime.py
+Prefer:
+  python examples/products/ory_finger/finger_pipeline.py --camera_id 0 --config dd02
 """
 
-import argparse
-import os
+from __future__ import annotations
+
 import sys
+from pathlib import Path
 
-os.environ.setdefault("OPENCV_VIDEOIO_MSMF_ENABLE_HW_TRANSFORMS", "0")
+_EXAMPLES_DIR = Path(__file__).resolve().parent
+if str(_EXAMPLES_DIR) not in sys.path:
+    sys.path.insert(0, str(_EXAMPLES_DIR))
 
-import cv2
-import orisys
-from orisys.finger import FingerRuntime
-
-
-def main():
-    parser = argparse.ArgumentParser(description="Minimum UV-unroll finger tactile pipeline")
-    parser.add_argument("--camera_id", type=int, default=0)
-    parser.add_argument("--video", help="Video file path (overrides camera)")
-    parser.add_argument("--config", "-c", default="./config/dd02-ov.json", help="Orisys SDK config")
-    parser.add_argument("--show", action="store_true", default=True, help="Show unrolled image window")
-    parser.add_argument("--verbose", action="store_true", help="SDK verbose logs")
-    args = parser.parse_args()
-
-    try:
-        video = args.camera_id
-        if args.video:
-            video = args.video
-        runtime = FingerRuntime.open(
-            config=args.config,
-            video=video,
-            verbose=args.verbose,
-        )
-    except RuntimeError as exc:
-        print(str(exc), file=sys.stderr)
-        sys.exit(1)
-
-    if args.verbose:
-        geometry = runtime.geometry
-        print(
-            f"UV geometry: native={geometry.native_width}x{geometry.native_height}, "
-            f"source={geometry.source_width}x{geometry.source_height} "
-            f"output={geometry.out_width}x{geometry.out_height} "
-        )
-
-    runtime.warmup(color=False)
-    tactile = runtime.tactile
-
-    print("Press 'q' to quit, 'r' to reset tracker.")
-    try:
-        while True:
-            ok, unrolled = runtime.grab_and_process(color=False)
-            if not ok:
-                break
-
-            tactile.compute_deformation(check_motion=True, threshold=0)
-            tactile.compute_contact()
-
-            fps, flow, vnormal, img, contour, centroid, depth_map, fnormal, fshearx, fsheary = tactile.read_info(
-                tactile.info.FPS,
-                tactile.info.VRAW,
-                tactile.info.VNORMAL,
-                tactile.info.IMG,
-                tactile.info.CONTOUR,
-                tactile.info.CENTROID,
-                tactile.info.DEPTH,
-                tactile.info.FNORMAL,
-                tactile.info.FSHEARX,
-                tactile.info.FSHEARY,
-            )
-
-            status = (
-                f"FPS={fps:.2f} normal={fnormal:.2f} shear=({fshearx:.2f}, {fsheary:.2f}) "
-                f"mask={tactile.mask_stats['coverage']:.2f}"
-            )
-
-            if args.show:
-                arrows = orisys.util.draw_arrows(
-                    unrolled,
-                    flow,
-                    threshold=0.4,
-                    grid_spacing=10,
-                    arrow_scale=1.0,
-                )
-                cv2.imshow("UV Unrolled", arrows)
-
-            print(status, end="\r")
-
-            key = cv2.waitKey(1) & 0xFF
-            if key == ord("q"):
-                print("\nExiting.")
-                break
-            if key == ord("r"):
-                tactile.reset()
-                print("\nTracker reset.")
-    finally:
-        runtime.close()
-        cv2.destroyAllWindows()
+from products.ory_finger.finger_pipeline import main
 
 
 if __name__ == "__main__":
diff --git a/examples/finger_pipeline_3dview.py b/examples/finger_pipeline_3dview.py
index ca0362d..04a8d86 100644
--- a/examples/finger_pipeline_3dview.py
+++ b/examples/finger_pipeline_3dview.py
@@ -1,75 +1,20 @@
 #!/usr/bin/env python3
-"""
-UV-unroll finger tactile pipeline with unified Qt dashboard.
+"""Compatibility wrapper for ORY-FINGER 3D Qt dashboard.
 
-Where to customize the GUI:
-  Layout (sizes, proportions)  ->  examples/gui/layout.py   <-- edit here
-  Colors / QSS                 ->  examples/gui/styles.py
-  Widget rendering logic       ->  examples/gui/widgets/
-  Window behavior              ->  examples/gui/dashboard.py
+Prefer:
+  python examples/products/ory_finger/finger_pipeline_3dview.py --video 0 --config dd02
 """
 
-import argparse
-import os
+from __future__ import annotations
+
 import sys
+from pathlib import Path
 
-os.environ.setdefault("OPENCV_VIDEOIO_MSMF_ENABLE_HW_TRANSFORMS", "0")
+_EXAMPLES_DIR = Path(__file__).resolve().parent
+if str(_EXAMPLES_DIR) not in sys.path:
+    sys.path.insert(0, str(_EXAMPLES_DIR))
 
-from gui.app_paths import configure_frozen_runtime, default_config_path, ensure_examples_import_path
-
-configure_frozen_runtime()
-ensure_examples_import_path()
-
-from gui import run_dashboard
-from pipeline import PipelineConfig
-from viz import DEFAULT_FINGER_VIZ_POSE
-
-
-def _parse_args():
-    parser = argparse.ArgumentParser(
-        description="UV-unroll finger tactile pipeline with unified Qt dashboard"
-    )
-    parser.add_argument("--video", "-v", default="0", help="Camera index or video file path")
-    parser.add_argument("--config", "-c", default=default_config_path(), help="Orisys SDK config")
-    parser.add_argument("--cal", default="", help="Optional calibration file path")
-    parser.add_argument("--verbose", action="store_true", help="SDK verbose logs")
-    parser.add_argument(
-        "--mesh-map",
-        choices=["flow", "depth"],
-        default="depth",
-        help="Color the 3D mesh from flow magnitude or contact depth.",
-    )
-    parser.add_argument("--threshold", type=float, default=None, help="Mesh/arrow threshold")
-    parser.add_argument("--no-3d", action="store_true", help="Disable 3D mesh view")
-    parser.add_argument(
-        "--viz-pose",
-        default=DEFAULT_FINGER_VIZ_POSE,
-        help="world_to_cam.npy for the default view; pass 'none' to skip",
-    )
-    parser.add_argument(
-        "--cutoff",
-        type=float,
-        default=5.0,
-        help="Low-pass cutoff for force curves (Hz)",
-    )
-    parser.add_argument(
-        "--profile",
-        action="store_true",
-        help="Print per-stage timing to the log panel / console",
-    )
-    parser.add_argument(
-        "--profile-every",
-        type=int,
-        default=30,
-        help="When --profile is set, print rolling averages every N frames",
-    )
-    return parser.parse_args()
-
-
-def main():
-    args = _parse_args()
-    config = PipelineConfig.from_args(args)
-    sys.exit(run_dashboard(config))
+from products.ory_finger.finger_pipeline_3dview import main
 
 
 if __name__ == "__main__":
diff --git a/examples/gui/app_paths.py b/examples/gui/app_paths.py
index e227e3b..998640a 100644
--- a/examples/gui/app_paths.py
+++ b/examples/gui/app_paths.py
@@ -27,7 +27,8 @@ def resource_path(*parts: str) -> Path:
 
 
 def default_config_path() -> str:
-    return str(resource_path("config", "dd02-ov.json"))
+    """Default ORY-FINGER config name (resolves to dd02-ov via alias)."""
+    return "dd02"
 
 
 def configure_frozen_runtime() -> None:
diff --git a/examples/gui/viewer3d/widgets/settings_panel.py b/examples/gui/viewer3d/widgets/settings_panel.py
index 539a5a8..92ccb3f 100644
--- a/examples/gui/viewer3d/widgets/settings_panel.py
+++ b/examples/gui/viewer3d/widgets/settings_panel.py
@@ -137,7 +137,7 @@ class SettingsPanelWidget(QWidget):
         root.addWidget(self._caption("Config"))
         config_row = QHBoxLayout()
         config_row.setSpacing(6)
-        self.config_edit = QLineEdit("./config/dd02-ov.json")
+        self.config_edit = QLineEdit("dd02")
         config_row.addWidget(self.config_edit, 1)
         self.btn_browse_config = QPushButton("…")
         self.btn_browse_config.setFixedWidth(32)
diff --git a/examples/pipeline/config.py b/examples/pipeline/config.py
index a199319..a11a75e 100644
--- a/examples/pipeline/config.py
+++ b/examples/pipeline/config.py
@@ -17,7 +17,7 @@ def mesh_threshold(mesh_map: str, threshold: float | None) -> float:
 @dataclass
 class PipelineConfig:
     video: str = "0"
-    config: str = "./config/dd02-ov.json"
+    config: str = "dd02"
     calib: str | None = None
     export_dir: str = DEFAULT_FINGER_EXPORT_DIR
     csv_save_dir: str = "./outputs/csv"
diff --git a/examples/products/__init__.py b/examples/products/__init__.py
new file mode 100644
index 0000000..f8e6c8d
--- /dev/null
+++ b/examples/products/__init__.py
@@ -0,0 +1 @@
+"""Product-facing example entry points for ORY-BOX / ORY-MINI / ORY-FINGER."""
diff --git a/examples/products/ory_box/basic_pipeline.py b/examples/products/ory_box/basic_pipeline.py
new file mode 100644
index 0000000..d7568ed
--- /dev/null
+++ b/examples/products/ory_box/basic_pipeline.py
@@ -0,0 +1,115 @@
+"""
+ORY-BOX：单传感器基础流程
+
+本示例演示 Orisys SDK 的标准处理流程：
+1. 初始化传感器（摄像头或视频文件）
+2. 获取图像并计算形变
+3. 按需计算接触区域
+4. 读取并可视化结果
+
+SDK version: 0.4.2
+"""
+import os
+os.environ["OPENCV_VIDEOIO_MSMF_ENABLE_HW_TRANSFORMS"] = "0" 
+import cv2
+import orisys
+import numpy as np
+import argparse
+
+def main():
+    parser = argparse.ArgumentParser()
+    parser.add_argument("--video","-v", type=str, default="0", help="视频源：摄像头编号或视频文件路径")
+    parser.add_argument("--config","-c", type=str, default="ddjx01", help="配置文件名称或路径")
+    parser.add_argument("--verbose","-verbose", type=bool, default=True, help="是否输出详细日志")
+    args = parser.parse_args()
+
+    # 步骤 1：创建传感器对象（必需）
+    # config_name 可以是内置配置名称，也可以是自定义配置文件路径
+    # cal_path 为标定文件路径；每台设备建议使用独立的标定文件
+
+    # 输入既可以是摄像头编号，也可以是视频文件路径
+    try:
+        input = int(args.video)
+        is_camera = True
+        sensor = orisys.Sensor(input, config_name=args.config, verbose=args.verbose)
+    except:
+        is_camera = False
+        sensor = orisys.Sensor(args.video, config_name=args.config, verbose=args.verbose)
+
+    print("\n按键说明：'q' 退出程序，'r' 重置追踪器。")
+
+    while True:
+        # 步骤 2：数据处理
+        # 步骤 2.1：获取并拼接图像（必需）
+        sensor.get_img() 
+        # 步骤 2.2：计算形变场（必需）；返回值表示当前帧是否检测到接触/运动
+        is_contact_now = sensor.compute_deformation(check_motion=True, threshold=0)
+        # 步骤 2.3：仅在当前帧检测到接触/运动时计算接触区域
+        # if is_contact_now:
+        sensor.compute_contact()
+
+    
+        # 步骤 2.4：读取结果
+        fps, flow, vnormal, img, contour, centroid, depth_map, fnormal, fshearx, fsheary = sensor.read_info(
+            sensor.info.FPS,
+            sensor.info.VRAW,
+            sensor.info.VNORMAL,
+            sensor.info.IMG,
+            sensor.info.CONTOUR,
+            sensor.info.CENTROID,
+            sensor.info.DEPTH,
+            sensor.info.FNORMAL,
+            sensor.info.FSHEARX,
+            sensor.info.FSHEARY
+        )
+        
+        # 步骤 3：可视化显示
+        # 步骤 3.1：显示形变矢量场
+        arrows = orisys.util.draw_arrows(
+            img,
+            flow,
+            threshold=2,
+            grid_spacing=20,
+            arrow_scale=1.0
+        )
+        cv2.imshow("arrow", arrows)
+        
+        # 步骤 3.2：显示接触区域和质心
+        image_with_foe = orisys.util.draw_contact(img, contour, centroid)
+        cv2.imshow("contact", image_with_foe)
+
+        # 步骤 3.3：显示深度图
+        # 将深度值归一化到 0-255 范围
+        div_abs = depth_map
+        if div_abs.max() > div_abs.min():
+            div_normalized = ((div_abs - div_abs.min()) / (div_abs.max() - div_abs.min()) * 255).astype(np.uint8)
+        else:
+            div_normalized = np.zeros_like(div_abs, dtype=np.uint8)
+        
+        # 应用伪彩色映射
+        cv2.imshow("depth", cv2.applyColorMap(div_normalized, cv2.COLORMAP_JET))
+
+        # 步骤 3.4：打印关键结果
+        print(
+            f"FPS={fps:.2f}, 法向力={fnormal:.4f}, 切向力X={fshearx:.4f}, "
+            f"切向力Y={fsheary:.4f}, 深度图尺寸={depth_map.shape}, 原始分辨率={sensor.img_size_raw}"
+        )
+            
+        # 步骤 3.5：键盘控制
+        key = cv2.waitKey(1) & 0xFF
+        if key == ord("q"):
+            print("\n正在退出示例程序...")
+            break
+        if key == ord("r"):
+            # 当光流追踪出现漂移时，可手动重置追踪器
+            sensor.reset()
+            print("追踪器已重置。")
+        
+    # =========================================================================
+    # 4. 释放资源
+    # =========================================================================
+    sensor.disconnect()  # 释放视频源及相关资源
+
+
+if __name__ == '__main__':
+    main()
diff --git a/examples/products/ory_finger/finger_pipeline.py b/examples/products/ory_finger/finger_pipeline.py
new file mode 100644
index 0000000..6aba015
--- /dev/null
+++ b/examples/products/ory_finger/finger_pipeline.py
@@ -0,0 +1,111 @@
+#!/usr/bin/env python3
+"""
+ORY-FINGER：Minimum UV-unroll finger tactile pipeline.
+
+Offline: load Blender export -> build_or_load_domain -> unroll_map_uv.npz
+Runtime:  camera frame -> FrameUnwarper -> TactileProcessor -> forces/contact
+
+Recommended entry:
+  python examples/products/ory_finger/finger_pipeline.py --camera_id 0 --config dd02
+
+Current config alias: ``dd02`` resolves to ``dd02-ov`` for compatibility.
+"""
+
+import argparse
+import os
+import sys
+
+os.environ.setdefault("OPENCV_VIDEOIO_MSMF_ENABLE_HW_TRANSFORMS", "0")
+
+import cv2
+import orisys
+from orisys.finger import FingerRuntime
+
+
+def main():
+    parser = argparse.ArgumentParser(description="Minimum UV-unroll finger tactile pipeline")
+    parser.add_argument("--camera_id", type=int, default=0)
+    parser.add_argument("--video", help="Video file path (overrides camera)")
+    parser.add_argument("--config", "-c", default="dd02", help="Orisys SDK config name or path")
+    parser.add_argument("--show", action="store_true", default=True, help="Show unrolled image window")
+    parser.add_argument("--verbose", action="store_true", help="SDK verbose logs")
+    args = parser.parse_args()
+
+    try:
+        video = args.camera_id
+        if args.video:
+            video = args.video
+        runtime = FingerRuntime.open(
+            config=args.config,
+            video=video,
+            verbose=args.verbose,
+        )
+    except RuntimeError as exc:
+        print(str(exc), file=sys.stderr)
+        sys.exit(1)
+
+    if args.verbose:
+        geometry = runtime.geometry
+        print(
+            f"UV geometry: native={geometry.native_width}x{geometry.native_height}, "
+            f"source={geometry.source_width}x{geometry.source_height} "
+            f"output={geometry.out_width}x{geometry.out_height} "
+        )
+
+    runtime.warmup(color=False)
+    tactile = runtime.tactile
+
+    print("Press 'q' to quit, 'r' to reset tracker.")
+    try:
+        while True:
+            ok, unrolled = runtime.grab_and_process(color=False)
+            if not ok:
+                break
+
+            tactile.compute_deformation(check_motion=True, threshold=0)
+            tactile.compute_contact()
+
+            fps, flow, vnormal, img, contour, centroid, depth_map, fnormal, fshearx, fsheary = tactile.read_info(
+                tactile.info.FPS,
+                tactile.info.VRAW,
+                tactile.info.VNORMAL,
+                tactile.info.IMG,
+                tactile.info.CONTOUR,
+                tactile.info.CENTROID,
+                tactile.info.DEPTH,
+                tactile.info.FNORMAL,
+                tactile.info.FSHEARX,
+                tactile.info.FSHEARY,
+            )
+
+            status = (
+                f"FPS={fps:.2f} normal={fnormal:.2f} shear=({fshearx:.2f}, {fsheary:.2f}) "
+                f"mask={tactile.mask_stats['coverage']:.2f}"
+            )
+
+            if args.show:
+                arrows = orisys.util.draw_arrows(
+                    unrolled,
+                    flow,
+                    threshold=0.4,
+                    grid_spacing=10,
+                    arrow_scale=1.0,
+                )
+                cv2.imshow("UV Unrolled", arrows)
+
+            print(status, end="\r")
+
+            key = cv2.waitKey(1) & 0xFF
+            if key == ord("q"):
+                print("\nExiting.")
+                break
+            if key == ord("r"):
+                tactile.reset()
+                print("\nTracker reset.")
+    finally:
+        runtime.close()
+        cv2.destroyAllWindows()
+
+
+if __name__ == "__main__":
+    main()
diff --git a/examples/products/ory_finger/finger_pipeline_3dview.py b/examples/products/ory_finger/finger_pipeline_3dview.py
new file mode 100644
index 0000000..d9e1eb3
--- /dev/null
+++ b/examples/products/ory_finger/finger_pipeline_3dview.py
@@ -0,0 +1,85 @@
+#!/usr/bin/env python3
+"""
+ORY-FINGER：UV-unroll finger tactile pipeline with unified Qt dashboard.
+
+Where to customize the GUI:
+  Layout (sizes, proportions)  ->  examples/gui/viewer3d/layout.py
+  Colors / QSS                 ->  examples/gui/viewer3d/styles.py
+  Widget rendering logic       ->  examples/gui/viewer3d/widgets/
+  Window behavior              ->  examples/gui/viewer3d/dashboard.py
+
+Recommended entry:
+  python examples/products/ory_finger/finger_pipeline_3dview.py --video 0 --config dd02
+"""
+
+import argparse
+import os
+import sys
+from pathlib import Path
+
+os.environ.setdefault("OPENCV_VIDEOIO_MSMF_ENABLE_HW_TRANSFORMS", "0")
+
+# Make shared packages importable when launched as a file path.
+_EXAMPLES_DIR = Path(__file__).resolve().parents[2]
+if str(_EXAMPLES_DIR) not in sys.path:
+    sys.path.insert(0, str(_EXAMPLES_DIR))
+
+from gui.app_paths import configure_frozen_runtime, default_config_path, ensure_examples_import_path
+
+configure_frozen_runtime()
+ensure_examples_import_path()
+
+from gui import run_dashboard
+from pipeline import PipelineConfig
+from viz import DEFAULT_FINGER_VIZ_POSE
+
+
+def _parse_args():
+    parser = argparse.ArgumentParser(
+        description="UV-unroll finger tactile pipeline with unified Qt dashboard"
+    )
+    parser.add_argument("--video", "-v", default="0", help="Camera index or video file path")
+    parser.add_argument("--config", "-c", default=default_config_path(), help="Orisys SDK config")
+    parser.add_argument("--cal", default="", help="Optional calibration file path")
+    parser.add_argument("--verbose", action="store_true", help="SDK verbose logs")
+    parser.add_argument(
+        "--mesh-map",
+        choices=["flow", "depth"],
+        default="depth",
+        help="Color the 3D mesh from flow magnitude or contact depth.",
+    )
+    parser.add_argument("--threshold", type=float, default=None, help="Mesh/arrow threshold")
+    parser.add_argument("--no-3d", action="store_true", help="Disable 3D mesh view")
+    parser.add_argument(
+        "--viz-pose",
+        default=DEFAULT_FINGER_VIZ_POSE,
+        help="world_to_cam.npy for the default view; pass 'none' to skip",
+    )
+    parser.add_argument(
+        "--cutoff",
+        type=float,
+        default=5.0,
+        help="Low-pass cutoff for force curves (Hz)",
+    )
+    parser.add_argument(
+        "--profile",
+        action="store_true",
+        help="Print per-stage timing to the log panel / console",
+    )
+    parser.add_argument(
+        "--profile-every",
+        type=int,
+        default=30,
+        help="When --profile is set, print rolling averages every N frames",
+    )
+    return parser.parse_args()
+
+
+def main():
+    args = _parse_args()
+    config = PipelineConfig.from_args(args)
+    sys.exit(run_dashboard(config))
+
+
+if __name__ == "__main__":
+    main()
diff --git a/examples/products/ory_mini/basic_pipeline.py b/examples/products/ory_mini/basic_pipeline.py
new file mode 100644
index 0000000..5d26216
--- /dev/null
+++ b/examples/products/ory_mini/basic_pipeline.py
@@ -0,0 +1,115 @@
+"""
+ORY-MINI：单传感器基础流程
+
+本示例演示 Orisys SDK 的标准处理流程：
+1. 初始化传感器（摄像头或视频文件）
+2. 获取图像并计算形变
+3. 按需计算接触区域
+4. 读取并可视化结果
+
+SDK version: 0.4.2
+"""
+import os
+os.environ["OPENCV_VIDEOIO_MSMF_ENABLE_HW_TRANSFORMS"] = "0" 
+import cv2
+import orisys
+import numpy as np
+import argparse
+
+def main():
+    parser = argparse.ArgumentParser()
+    parser.add_argument("--video","-v", type=str, default="0", help="视频源：摄像头编号或视频文件路径")
+    parser.add_argument("--config","-c", type=str, default="mini", help="配置文件名称或路径")
+    parser.add_argument("--verbose","-verbose", type=bool, default=True, help="是否输出详细日志")
+    args = parser.parse_args()
+
+    # 步骤 1：创建传感器对象（必需）
+    # config_name 可以是内置配置名称，也可以是自定义配置文件路径
+    # cal_path 为标定文件路径；每台设备建议使用独立的标定文件
+
+    # 输入既可以是摄像头编号，也可以是视频文件路径
+    try:
+        input = int(args.video)
+        is_camera = True
+        sensor = orisys.Sensor(input, config_name=args.config, verbose=args.verbose)
+    except:
+        is_camera = False
+        sensor = orisys.Sensor(args.video, config_name=args.config, verbose=args.verbose)
+
+    print("\n按键说明：'q' 退出程序，'r' 重置追踪器。")
+
+    while True:
+        # 步骤 2：数据处理
+        # 步骤 2.1：获取并拼接图像（必需）
+        sensor.get_img() 
+        # 步骤 2.2：计算形变场（必需）；返回值表示当前帧是否检测到接触/运动
+        is_contact_now = sensor.compute_deformation(check_motion=True, threshold=0)
+        # 步骤 2.3：仅在当前帧检测到接触/运动时计算接触区域
+        # if is_contact_now:
+        sensor.compute_contact()
+
+    
+        # 步骤 2.4：读取结果
+        fps, flow, vnormal, img, contour, centroid, depth_map, fnormal, fshearx, fsheary = sensor.read_info(
+            sensor.info.FPS,
+            sensor.info.VRAW,
+            sensor.info.VNORMAL,
+            sensor.info.IMG,
+            sensor.info.CONTOUR,
+            sensor.info.CENTROID,
+            sensor.info.DEPTH,
+            sensor.info.FNORMAL,
+            sensor.info.FSHEARX,
+            sensor.info.FSHEARY
+        )
+        
+        # 步骤 3：可视化显示
+        # 步骤 3.1：显示形变矢量场
+        arrows = orisys.util.draw_arrows(
+            img,
+            flow,
+            threshold=2,
+            grid_spacing=20,
+            arrow_scale=1.0
+        )
+        cv2.imshow("arrows", arrows)
+        
+        # 步骤 3.2：显示接触区域和质心
+        image_with_foe = orisys.util.draw_contact(img, contour, centroid)
+        cv2.imshow("contact", image_with_foe)
+
+        # 步骤 3.3：显示深度图
+        # 将深度值归一化到 0-255 范围
+        div_abs = depth_map
+        if div_abs.max() > div_abs.min():
+            div_normalized = ((div_abs - div_abs.min()) / (div_abs.max() - div_abs.min()) * 255).astype(np.uint8)
+        else:
+            div_normalized = np.zeros_like(div_abs, dtype=np.uint8)
+        
+        # 应用伪彩色映射
+        cv2.imshow("depth", cv2.applyColorMap(div_normalized, cv2.COLORMAP_JET))
+
+        # 步骤 3.4：打印关键结果
+        print(
+            f"FPS={fps:.2f}, 法向力={fnormal:.4f}, 切向力X={fshearx:.4f}, "
+            f"切向力Y={fsheary:.4f}, 深度图尺寸={depth_map.shape}, 原始分辨率={sensor.img_size_raw}"
+        )
+            
+        # 步骤 3.5：键盘控制
+        key = cv2.waitKey(1) & 0xFF
+        if key == ord("q"):
+            print("\n正在退出示例程序...")
+            break
+        if key == ord("r"):
+            # 当光流追踪出现漂移时，可手动重置追踪器
+            sensor.reset()
+            print("追踪器已重置。")
+        
+    # =========================================================================
+    # 4. 释放资源
+    # =========================================================================
+    sensor.disconnect()  # 释放视频源及相关资源
+
+
+if __name__ == '__main__':
+    main()
diff --git a/examples/two_sensor_pipeline.py b/examples/two_sensor_pipeline.py
index 0bf7c5a..9d78b09 100644
--- a/examples/two_sensor_pipeline.py
+++ b/examples/two_sensor_pipeline.py
@@ -18,7 +18,7 @@
 - Windows 下必须在 if __name__ == '__main__' 中调用 mp.freeze_support()
 - 每个传感器进程都会占用独立的 GPU 显存
 
-SDK version: 0.3.1
+SDK version: 0.4.2
 """
 import os
 os.environ["OPENCV_VIDEOIO_MSMF_ENABLE_HW_TRANSFORMS"] = "0" 
diff --git a/pyproject.toml b/pyproject.toml
index 226ad5f..4dcad2e 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -4,25 +4,52 @@ build-backend = "setuptools.build_meta"
 
 [project]
 name = "orisys"
-description = "Orisys - Vision Based Tactile Sensor SDK"
+description = "SDK for Orisys Technology Visuotactile Sensors"
 readme = "README.md"
 requires-python = ">=3.10"
-authors = [{ name = "Orisys" }]
+license = { text = "Proprietary" }
+authors = [{ name = "Orisys-Tech" }]
+maintainers = [
+  {name = "Yijian Zhang", email = "zhangyijian@orisys-tech.cn"}
+]
 dynamic = ["version"]
 dependencies = [
     "numpy>=1.24.4",
     "opencv-python>=4.10.0.84",
     "scipy>=1.10.1",
-    "open3d>=0.17.0",
+    "numba>=0.59.0",
 ]
+classifiers = [
+  # How mature is this project? Common values are
+  #   3 - Alpha
+  #   4 - Beta
+  #   5 - Production/Stable
+  "Development Status :: 4 - Beta",
+
+  # Indicate who your project is intended for
+  "Intended Audience :: Developers",
+  "Topic :: Software Development :: Libraries :: Python Modules",
+  "License :: Other/Proprietary License",
+  "Operating System :: Microsoft :: Windows",
+  "Operating System :: POSIX :: Linux",
+
+  # Specify the Python versions you support here.
+  "Programming Language :: Python :: 3.10",
+  "Programming Language :: Python :: 3.11",
+  "Programming Language :: Python :: 3.12",
+]
+
+[project.urls]
+Homepage = "https://www.orisys-tech.cn"
+Documentation = "https://github.com/Orisys-Tech/orisys-sdk"
+Issues = "https://github.com/Orisys-Tech/orisys-sdk/issues"
 
 [project.optional-dependencies]
 cuda12 = ["cupy-cuda12x>=12.3.0"]
 cuda13 = ["cupy-cuda13x>=13.0.0"]
+gui = ["open3d>=0.17.0","pyqt5>=5.15", "pyqtgraph>=0.13"]
 # Backward compatibility: 'cuda' defaults to CUDA 12.x
 cuda = ["cupy-cuda12x>=12.3.0"]
-gui = ["pyqt5>=5.15", "pyqtgraph>=0.13"]
-numba = ["numba>=0.59.0"]
 
 [tool.setuptools]
 package-dir = { "" = "src" }
@@ -52,7 +79,7 @@ dev_install = true
 name = "examples"
 source = "examples"
 target = "examples"
-patterns = ["*.py", "README.md", "viz/**/*.py", "pipeline/**/*.py", "gui/**/*.py"]
+patterns = ["*.py", "README.md", "products/**/*.py", "viz/**/*.py", "pipeline/**/*.py", "gui/**/*.py"]
 preserve_tree = true
 
 [[tool.orisys.bundle.items]]
diff --git a/requirements-dev.txt b/requirements-dev.txt
new file mode 100644
index 0000000..029fccc
--- /dev/null
+++ b/requirements-dev.txt
@@ -0,0 +1,14 @@
+# CuPy - Install the appropriate version based on your CUDA version:
+# For CUDA 12.x: pip install cupy-cuda12x>=12.3.0
+# For CUDA 13.x: pip install cupy-cuda13x>=13.0.0
+# Or use extras: pip install orisys[cuda12] or pip install orisys[cuda13]
+
+numpy>=1.24.4
+opencv_python>=4.10.0.84
+scipy==1.13
+setuptools>=45.2.0
+av
+numba
+pyqt5
+pyqtgraph
+nuitka
\ No newline at end of file
diff --git a/scripts/qt_viewer_finger.py b/scripts/qt_viewer_finger.py
index 7165a35..bbe8d55 100644
--- a/scripts/qt_viewer_finger.py
+++ b/scripts/qt_viewer_finger.py
@@ -22,7 +22,7 @@ def main():
 
     parser = argparse.ArgumentParser(description="Orisys finger Qt dashboard")
     parser.add_argument("--video", "-v", type=str, default="0")
-    parser.add_argument("--config", "-c", type=str, default="./config/dd02-ov.json")
+    parser.add_argument("--config", "-c", type=str, default="dd02")
     parser.add_argument("--cal", type=str, default="")
     parser.add_argument("--verbose", action="store_true")
     parser.add_argument("--cutoff", type=float, default=10.0)
diff --git a/src/orisys/configs.py b/src/orisys/configs.py
index ebdfad8..c3249f7 100644
--- a/src/orisys/configs.py
+++ b/src/orisys/configs.py
@@ -1,6 +1,12 @@
 import json
 from pathlib import Path
 
+# Product-facing names that map to on-disk config stems.
+# ORY-FINGER currently ships as dd02-ov.json; keep "dd02" as the stable alias.
+CONFIG_ALIASES = {
+    "dd02": "dd02-ov",
+}
+
 
 def _candidate_config_dirs() -> list[Path]:
     """
@@ -62,9 +68,16 @@ def load_config(config_name_or_path):
     if config_path.is_absolute():
         raise FileNotFoundError(f"Config file not found at absolute path: {config_path}")
 
-    direct = CONFIG_DIR / f"{config_name_or_path}.json"
-    if direct.exists():
-        return _load_json(direct)
+    requested = str(config_name_or_path)
+    candidates = [requested]
+    alias = CONFIG_ALIASES.get(requested)
+    if alias and alias not in candidates:
+        candidates.append(alias)
+
+    for name in candidates:
+        direct = CONFIG_DIR / f"{name}.json"
+        if direct.exists():
+            return _load_json(direct)
 
     # Backward-compatible alias resolution: support old names via JSON "name" field.
     for candidate in _config_files():
@@ -72,7 +85,7 @@ def load_config(config_name_or_path):
             data = _load_json(candidate)
         except Exception:
             continue
-        if data.get("name") == config_name_or_path:
+        if data.get("name") in candidates:
             return data
 
     available = [f.stem for f in _config_files()]
@@ -80,7 +93,7 @@ def load_config(config_name_or_path):
     raise FileNotFoundError(
         f"Input config file not found with name or path: {config_name_or_path}\n"
         f"  Tried as file path: {config_path} (not found)\n"
-        f"  Tried as config file: {direct} (not found)\n"
+        f"  Tried as config files: {', '.join(candidates)} (not found)\n"
         f"  Available config files: {available_str}"
     )
 
diff --git a/tests/dd06.py b/tests/dd06.py
index 574706e..96bb68a 100644
--- a/tests/dd06.py
+++ b/tests/dd06.py
@@ -8,7 +8,7 @@ Flow:
 4. Feed the rectified frame into Sensor.get_img(..., already_processed=True)
 5. Compute deformation/contact and visualize
 
-SDK version: 0.3.1
+SDK version: 0.4.2
 """
 from __future__ import annotations
 
diff --git a/tests/test_wheel_build.py b/tests/test_wheel_build.py
new file mode 100644
index 0000000..471a9fd
--- /dev/null
+++ b/tests/test_wheel_build.py
@@ -0,0 +1,54 @@
+from pathlib import Path
+
+import pytest
+
+REPO_ROOT = Path(__file__).resolve().parents[1]
+
+
+@pytest.fixture
+def wheel_build():
+    import sys
+
+    build_dir = REPO_ROOT / "build"
+    if str(build_dir) not in sys.path:
+        sys.path.insert(0, str(build_dir))
+    import wheel_build
+
+    return wheel_build
+
+
+def test_compliant_manylinux_tags(wheel_build):
+    assert wheel_build.is_compliant_manylinux_wheel(
+        Path("orisys-0.4.2-cp310-cp310-manylinux_2_17_x86_64.whl")
+    )
+    assert wheel_build.is_compliant_manylinux_wheel(
+        Path("orisys-0.4.2-cp310-cp310-manylinux2014_x86_64.whl")
+    )
+    assert wheel_build.is_compliant_manylinux_wheel(
+        Path("orisys-0.4.2-cp310-cp310-manylinux_2_28_x86_64.whl")
+    )
+
+
+def test_rejects_illegal_manylinux_tags(wheel_build):
+    assert not wheel_build.is_compliant_manylinux_wheel(
+        Path("orisys-0.4.2-cp310-cp310-manylinux_x86_64.whl")
+    )
+    assert not wheel_build.is_compliant_manylinux_wheel(
+        Path("orisys-0.4.2-cp310-cp310-linux_x86_64.whl")
+    )
+    assert not wheel_build.is_compliant_manylinux_wheel(
+        Path("orisys-0.4.2-cp310-cp310-win_amd64.whl")
+    )
+
+
+def test_pyproject_no_private_classifier():
+    import sys
+
+    build_dir = REPO_ROOT / "build"
+    if str(build_dir) not in sys.path:
+        sys.path.insert(0, str(build_dir))
+    from pyproject_utils import project_metadata
+
+    classifiers = project_metadata(REPO_ROOT).get("classifiers", [])
+    assert "Private :: Do Not Upload" not in classifiers
+    assert "License :: Other/Proprietary License" in classifiers