diff --git a/plugins/clone-app/skills/clone-app/scripts/extract-design.py b/plugins/clone-app/skills/clone-app/scripts/extract-design.py
new file mode 100644
index 0000000..5aa6833
--- /dev/null
+++ b/plugins/clone-app/skills/clone-app/scripts/extract-design.py
@@ -0,0 +1,186 @@
+#!/usr/bin/env python3
+"""Extract a design-token digest from a decompiled APK resource tree.
+
+Reads res/values/{colors,dimens,styles,themes}.xml, the res/font/ dir, the
+drawable*/mipmap* inventory, and counts res/layout/*.xml. Stdlib-only.
+
+Emits a design-tokens.json object on stdout (or --out FILE) and, with --digest
+FILE, a markdown design summary. Framework-aware: native apps have a rich XML
+layer (confidence high); Compose keeps tokens in res/values but no layouts
+(med); Flutter/React Native keep almost nothing in Android res (low) so the
+caller leans on screenshots. Pass --framework to override the auto guess.
+"""
+import sys, os, json, re, argparse, glob
+import xml.etree.ElementTree as ET
+
+def _find_res_dirs(root):
+    """All res/ dirs under root that contain a values/ subdir (jadx puts these
+    under <out>/resources/res; apktool under <out>/res — search either)."""
+    hits = []
+    for p in glob.glob(os.path.join(root, "**", "res"), recursive=True):
+        if os.path.isdir(os.path.join(p, "values")) or glob.glob(os.path.join(p, "values*")):
+            hits.append(p)
+    return sorted(set(hits))
+
+def _iter_value_files(res_dirs, basename):
+    for res in res_dirs:
+        for vdir in glob.glob(os.path.join(res, "values*")):
+            f = os.path.join(vdir, basename)
+            if os.path.isfile(f):
+                yield f
+
+def _parse_named(res_dirs, basename, tag):
+    """Collect <tag name="X">value</tag> entries from every values*/basename."""
+    out = {}
+    for f in _iter_value_files(res_dirs, basename):
+        try:
+            tree = ET.parse(f)
+        except ET.ParseError:
+            continue
+        for el in tree.getroot().iter(tag):
+            name = el.get("name")
+            if name and (el.text is not None):
+                out[name] = el.text.strip()
+    return out
+
+def _parse_themes(res_dirs):
+    """First <style> whose name contains 'Theme' — parent + items + dark guess."""
+    for base in ("themes.xml", "styles.xml"):
+        for f in _iter_value_files(res_dirs, base):
+            try:
+                tree = ET.parse(f)
+            except ET.ParseError:
+                continue
+            for st in tree.getroot().iter("style"):
+                name = st.get("name", "")
+                if "Theme" not in name:
+                    continue
+                parent = st.get("parent", "")
+                items = {it.get("name"): (it.text or "").strip()
+                         for it in st.iter("item") if it.get("name")}
+                hay = (name + " " + parent).lower()
+                is_dark = ("night" in hay) or ("dark" in hay)
+                return {"name": name, "parent": parent, "items": items,
+                        "is_dark": is_dark}
+    return {}
+
+def _font_files(res_dirs):
+    fonts = []
+    for res in res_dirs:
+        for fdir in glob.glob(os.path.join(res, "font*")):
+            for f in sorted(glob.glob(os.path.join(fdir, "*"))):
+                fonts.append(os.path.basename(f))
+    return sorted(set(fonts))
+
+def _layout_files(res_dirs):
+    files = []
+    for res in res_dirs:
+        for ldir in glob.glob(os.path.join(res, "layout*")):
+            files += [os.path.basename(x) for x in glob.glob(os.path.join(ldir, "*.xml"))]
+    return sorted(set(files))
+
+def _drawable_count(res_dirs):
+    n = 0
+    for res in res_dirs:
+        for ddir in glob.glob(os.path.join(res, "drawable*")) + glob.glob(os.path.join(res, "mipmap*")):
+            n += len(glob.glob(os.path.join(ddir, "*")))
+    return n
+
+def _icon(res_dirs):
+    for res in res_dirs:
+        for ddir in sorted(glob.glob(os.path.join(res, "mipmap*")), reverse=True):
+            hits = glob.glob(os.path.join(ddir, "ic_launcher*"))
+            if hits:
+                return os.path.relpath(sorted(hits)[0])
+    return None
+
+def _guess_framework(root):
+    for _ in (1,):
+        if glob.glob(os.path.join(root, "**", "libil2cpp.so"), recursive=True) or \
+           glob.glob(os.path.join(root, "**", "libunity.so"), recursive=True):
+            return "unity"
+        if glob.glob(os.path.join(root, "**", "libflutter.so"), recursive=True) or \
+           glob.glob(os.path.join(root, "**", "flutter_assets"), recursive=True):
+            return "flutter"
+        if glob.glob(os.path.join(root, "**", "index.android.bundle"), recursive=True):
+            return "react-native"
+    return "android"
+
+# confidence per framework: native android = high, compose-ish (no layouts but
+# res present) = med, flutter/rn/unity = low.
+def _confidence(framework, layouts_count):
+    if framework in ("flutter", "react-native", "unity"):
+        return "low"
+    if layouts_count == 0:
+        return "med"
+    return "high"
+
+def extract(root, framework=None):
+    res_dirs = _find_res_dirs(root)
+    fw = framework or _guess_framework(root)
+    layouts = _layout_files(res_dirs)
+    conf = _confidence(fw, len(layouts))
+    colors = _parse_named(res_dirs, "colors.xml", "color")
+    dimens = _parse_named(res_dirs, "dimens.xml", "dimen")
+    theme = _parse_themes(res_dirs)
+    text_sizes = {k: v for k, v in dimens.items() if v.endswith("sp")}
+    return {
+        "package": None,
+        "source": "apk-resources",
+        "framework": fw,
+        "colors":     {"values": colors, "confidence": conf},
+        "dimens":     {"values": dimens, "confidence": conf},
+        "typography": {"values": {"fonts": _font_files(res_dirs),
+                                  "text_sizes": text_sizes}, "confidence": conf},
+        "shapes":     {"values": {"corner_dimens":
+                                  {k: v for k, v in dimens.items()
+                                   if "corner" in k or "radius" in k}},
+                       "confidence": conf},
+        "theme":      {"values": theme, "confidence": conf},
+        "icon":       {"values": {"path": _icon(res_dirs)}, "confidence": conf},
+        "layouts":    {"values": {"count": len(layouts), "files": layouts},
+                       "confidence": conf},
+    }
+
+def digest_md(d):
+    L = [f"# Design Digest — {d.get('package') or '(unknown)'}",
+         f"Framework: {d['framework']}  ·  source: {d['source']}", ""]
+    L.append(f"## Colors ({d['colors']['confidence']})")
+    for k, v in d["colors"]["values"].items():
+        L.append(f"- `{k}` = {v}")
+    L.append(f"\n## Dimens ({d['dimens']['confidence']})")
+    for k, v in d["dimens"]["values"].items():
+        L.append(f"- `{k}` = {v}")
+    th = d["theme"]["values"]
+    L.append(f"\n## Theme ({d['theme']['confidence']})")
+    L.append(f"- name: {th.get('name')}  parent: {th.get('parent')}  dark: {th.get('is_dark')}")
+    L.append(f"\n## Typography ({d['typography']['confidence']})")
+    L.append(f"- fonts: {', '.join(d['typography']['values']['fonts']) or '(none in res)'}")
+    L.append(f"\n## Layouts ({d['layouts']['confidence']})")
+    L.append(f"- count: {d['layouts']['values']['count']}")
+    L.append(f"\n## Icon\n- {d['icon']['values']['path']}")
+    return "\n".join(L) + "\n"
+
+def main():
+    ap = argparse.ArgumentParser()
+    ap.add_argument("root", help="decompile output root")
+    ap.add_argument("--framework")
+    ap.add_argument("--package")
+    ap.add_argument("--out")
+    ap.add_argument("--digest")
+    args = ap.parse_args()
+    d = extract(args.root, args.framework)
+    if args.package:
+        d["package"] = args.package
+    text = json.dumps(d, indent=2)
+    if args.out:
+        with open(args.out, "w") as f:
+            f.write(text)
+    else:
+        print(text)
+    if args.digest:
+        with open(args.digest, "w") as f:
+            f.write(digest_md(d))
+
+if __name__ == "__main__":
+    main()
diff --git a/plugins/clone-app/tests/fixtures/design-sample/res/font/inter_regular.ttf b/plugins/clone-app/tests/fixtures/design-sample/res/font/inter_regular.ttf
new file mode 100644
index 0000000..e69de29
diff --git a/plugins/clone-app/tests/fixtures/design-sample/res/layout/activity_main.xml b/plugins/clone-app/tests/fixtures/design-sample/res/layout/activity_main.xml
new file mode 100644
index 0000000..3b1d9c8
--- /dev/null
+++ b/plugins/clone-app/tests/fixtures/design-sample/res/layout/activity_main.xml
@@ -0,0 +1,3 @@
+<?xml version="1.0" encoding="utf-8"?>
+<LinearLayout xmlns:android="http://schemas.android.com/apk/res/android"
+    android:layout_width="match_parent" android:layout_height="match_parent" />
diff --git a/plugins/clone-app/tests/fixtures/design-sample/res/values/colors.xml b/plugins/clone-app/tests/fixtures/design-sample/res/values/colors.xml
new file mode 100644
index 0000000..6cd2249
--- /dev/null
+++ b/plugins/clone-app/tests/fixtures/design-sample/res/values/colors.xml
@@ -0,0 +1,5 @@
+<?xml version="1.0" encoding="utf-8"?>
+<resources>
+    <color name="colorPrimary">#FF6200EE</color>
+    <color name="colorAccent">#FF03DAC5</color>
+</resources>
diff --git a/plugins/clone-app/tests/fixtures/design-sample/res/values/dimens.xml b/plugins/clone-app/tests/fixtures/design-sample/res/values/dimens.xml
new file mode 100644
index 0000000..86327e2
--- /dev/null
+++ b/plugins/clone-app/tests/fixtures/design-sample/res/values/dimens.xml
@@ -0,0 +1,5 @@
+<?xml version="1.0" encoding="utf-8"?>
+<resources>
+    <dimen name="spacing_small">8dp</dimen>
+    <dimen name="text_size_body">14sp</dimen>
+</resources>
diff --git a/plugins/clone-app/tests/fixtures/design-sample/res/values/themes.xml b/plugins/clone-app/tests/fixtures/design-sample/res/values/themes.xml
new file mode 100644
index 0000000..e48ea40
--- /dev/null
+++ b/plugins/clone-app/tests/fixtures/design-sample/res/values/themes.xml
@@ -0,0 +1,7 @@
+<?xml version="1.0" encoding="utf-8"?>
+<resources>
+    <style name="Theme.App" parent="Theme.Material3.DayNight">
+        <item name="colorPrimary">@color/colorPrimary</item>
+        <item name="android:windowBackground">@android:color/white</item>
+    </style>
+</resources>
diff --git a/plugins/clone-app/tests/test-extract-design.py b/plugins/clone-app/tests/test-extract-design.py
new file mode 100644
index 0000000..40606e7
--- /dev/null
+++ b/plugins/clone-app/tests/test-extract-design.py
@@ -0,0 +1,32 @@
+#!/usr/bin/env python3
+import json, subprocess, sys, os
+
+HERE = os.path.dirname(os.path.abspath(__file__))
+SCRIPT = os.path.join(HERE, "..", "skills", "clone-app", "scripts", "extract-design.py")
+ROOT = os.path.join(HERE, "fixtures", "design-sample")
+
+def run():
+    out = subprocess.check_output([sys.executable, SCRIPT, ROOT])
+    return json.loads(out)
+
+def main():
+    d = run()
+    fails = []
+    def check(name, cond):
+        print(f"{'PASS' if cond else 'FAIL'}: {name}")
+        if not cond: fails.append(name)
+    check("source", d["source"] == "apk-resources")
+    check("colors parsed", d["colors"]["values"].get("colorPrimary") == "#FF6200EE")
+    check("colors accent", d["colors"]["values"].get("colorAccent") == "#FF03DAC5")
+    check("colors confidence high", d["colors"]["confidence"] == "high")
+    check("dimens parsed", d["dimens"]["values"].get("spacing_small") == "8dp")
+    check("text size dimen", d["dimens"]["values"].get("text_size_body") == "14sp")
+    check("theme parent", d["theme"]["values"].get("parent") == "Theme.Material3.DayNight")
+    check("theme is_dark flag present", "is_dark" in d["theme"]["values"])
+    check("fonts list", "inter_regular.ttf" in d["typography"]["values"]["fonts"])
+    check("layout count", d["layouts"]["values"]["count"] == 1)
+    for k in ["package","source","framework","colors","dimens","typography","shapes","theme","icon","layouts"]:
+        check(f"key present: {k}", k in d)
+    sys.exit(1 if fails else 0)
+
+main()