commit f8a3c2dc6f5630d5ee7ea0c41ab83f53d61e28b6
Author: Tommy <46983364+TommyFang2077@users.noreply.github.com>
Date:   Sat Aug 15 22:02:13 2026 +0800

    Add README, plugin citations, and multi-platform release CI.
    
    Ship screenshots and third-party notices for the desktop shell, and
    package Windows, macOS, deb, rpm, and Flatpak from GitHub Releases.
    
    Co-authored-by: Cursor <cursoragent@cursor.com>

diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
new file mode 100644
index 0000000..8f15834
--- /dev/null
+++ b/.github/workflows/ci.yml
@@ -0,0 +1,27 @@
+name: CI
+
+on:
+  push:
+    branches: [main]
+  pull_request:
+  workflow_dispatch:
+
+jobs:
+  test:
+    name: Test
+    runs-on: ubuntu-22.04
+    steps:
+      - uses: actions/checkout@v4
+
+      - uses: dtolnay/rust-toolchain@stable
+
+      - uses: swatinem/rust-cache@v2
+        with:
+          workspaces: ". -> target"
+
+      - uses: actions/setup-python@v5
+        with:
+          python-version: "3.12"
+
+      - name: Test
+        run: make test
diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
new file mode 100644
index 0000000..cf69958
--- /dev/null
+++ b/.github/workflows/release.yml
@@ -0,0 +1,178 @@
+name: Release
+
+on:
+  push:
+    tags: ["v*"]
+  workflow_dispatch:
+
+permissions:
+  contents: write
+
+concurrency:
+  group: release-${{ github.ref }}
+  cancel-in-progress: false
+
+jobs:
+  test:
+    name: Test
+    runs-on: ubuntu-22.04
+    steps:
+      - uses: actions/checkout@v4
+      - uses: dtolnay/rust-toolchain@stable
+      - uses: swatinem/rust-cache@v2
+        with:
+          workspaces: ". -> target"
+      - uses: actions/setup-python@v5
+        with:
+          python-version: "3.12"
+      - name: Test
+        run: make test
+
+  version:
+    name: Version
+    runs-on: ubuntu-22.04
+    outputs:
+      version: ${{ steps.meta.outputs.version }}
+      tag: ${{ steps.meta.outputs.tag }}
+    steps:
+      - uses: actions/checkout@v4
+      - id: meta
+        run: |
+          VERSION=$(sed -n 's/^version = "\(.*\)"/\1/p' Cargo.toml | head -1)
+          echo "version=$VERSION" >> "$GITHUB_OUTPUT"
+          echo "tag=v$VERSION" >> "$GITHUB_OUTPUT"
+          if [ "${GITHUB_REF_TYPE}" = "tag" ] && [ "${GITHUB_REF_NAME}" != "v${VERSION}" ]; then
+            echo "Git tag ${GITHUB_REF_NAME} must match Cargo.toml version v${VERSION}" >&2
+            exit 1
+          fi
+
+  vendor:
+    name: Vendor Flatpak runtime
+    needs: test
+    runs-on: ubuntu-22.04
+    steps:
+      - uses: actions/checkout@v4
+      - uses: actions/setup-node@v4
+        with:
+          node-version: "24"
+      - name: Vendor dsh, ModLens, and presets
+        run: make vendor
+      - uses: actions/upload-artifact@v4
+        with:
+          name: vendor
+          path: vendor
+          include-hidden-files: true
+          retention-days: 1
+
+  package:
+    name: Package ${{ matrix.name }}
+    needs: [test, version]
+    permissions:
+      contents: write
+    strategy:
+      fail-fast: false
+      matrix:
+        include:
+          - name: macos-arm64
+            platform: macos-latest
+            rust_targets: aarch64-apple-darwin
+            args: --target aarch64-apple-darwin --bundles app,dmg
+          - name: macos-x64
+            platform: macos-latest
+            rust_targets: x86_64-apple-darwin
+            args: --target x86_64-apple-darwin --bundles app,dmg
+          - name: linux
+            platform: ubuntu-22.04
+            rust_targets: ""
+            args: --bundles deb,rpm
+          - name: windows
+            platform: windows-latest
+            rust_targets: ""
+            args: --bundles nsis,msi
+    runs-on: ${{ matrix.platform }}
+    steps:
+      - uses: actions/checkout@v4
+
+      - uses: actions/setup-node@v4
+        with:
+          node-version: "24"
+
+      - uses: actions/setup-python@v5
+        with:
+          python-version: "3.12"
+
+      - uses: dtolnay/rust-toolchain@stable
+        with:
+          targets: ${{ matrix.rust_targets }}
+
+      - uses: swatinem/rust-cache@v2
+        with:
+          workspaces: ". -> target"
+
+      - name: Install Linux packaging deps
+        if: matrix.platform == 'ubuntu-22.04'
+        run: |
+          sudo apt-get update
+          sudo apt-get install -y \
+            libwebkit2gtk-4.1-dev \
+            libgtk-3-dev \
+            librsvg2-dev \
+            patchelf \
+            xdg-utils \
+            rpm
+
+      - name: Vendor bundled plugins
+        shell: bash
+        run: bash scripts/vendor-native.sh
+
+      - uses: tauri-apps/tauri-action@v1
+        env:
+          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+        with:
+          projectPath: .
+          tauriScript: cargo tauri
+          tagName: v__VERSION__
+          releaseName: DeepSeek Harness Desktop v__VERSION__
+          releaseBody: |
+            跨平台安装包：Windows NSIS/MSI、macOS DMG（Apple Silicon 与 Intel）、Linux deb/rpm。
+            Flatpak 由同一次 Release 工作流另外上传。
+
+            - Windows / macOS / deb / rpm 需要本机已安装 `dsh`（`npm i -g @deepseek-ai/dsh`），或设置 `DSH_DESKTOP_DSH_BIN`。
+            - Flatpak 自带 Node.js 与 `dsh`。
+            - macOS 包未公证，需在「系统设置 → 隐私与安全性」中允许打开。
+          releaseDraft: false
+          prerelease: false
+          includeUpdaterJson: false
+          args: ${{ matrix.args }}
+
+  flatpak:
+    name: Flatpak
+    needs: [test, version, vendor]
+    runs-on: ubuntu-latest
+    container:
+      image: ghcr.io/flathub-infra/flatpak-github-actions:gnome-47
+      options: --privileged
+    steps:
+      - uses: actions/checkout@v4
+
+      - uses: actions/download-artifact@v4
+        with:
+          name: vendor
+          path: vendor
+
+      - uses: flatpak/flatpak-github-actions/flatpak-builder@v6
+        with:
+          bundle: io.github.tommyfang.DshDesktop.flatpak
+          manifest-path: flatpak/io.github.tommyfang.DshDesktop.yml
+          cache-key: flatpak-gnome-47-${{ hashFiles('flatpak/io.github.tommyfang.DshDesktop.yml', 'Cargo.lock') }}
+          upload-artifact: false
+
+      - name: Attach Flatpak to GitHub Release
+        uses: softprops/action-gh-release@v2
+        with:
+          tag_name: ${{ needs.version.outputs.tag }}
+          name: DeepSeek Harness Desktop v${{ needs.version.outputs.version }}
+          files: io.github.tommyfang.DshDesktop.flatpak
+          fail_on_unmatched_files: true
+        env:
+          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
diff --git a/.gitignore b/.gitignore
new file mode 100644
index 0000000..fe4c904
--- /dev/null
+++ b/.gitignore
@@ -0,0 +1,27 @@
+# Python helpers (scripts/, tests/)
+__pycache__/
+*.py[cod]
+*.egg-info/
+
+# Rust / Cargo
+/target/
+**/*.rs.bk
+*.pdb
+
+# Tauri generated schemas
+src-tauri/gen/
+
+# Vendored dsh, ModLens, presets (make vendor)
+/vendor/
+
+# Packaging
+/dist/
+/build/
+*.flatpak
+.flatpak-build/
+.flatpak-builder/
+.flatpak-repo/
+
+# OS
+.DS_Store
+*~
diff --git a/Cargo.lock b/Cargo.lock
new file mode 100644
index 0000000..76f63df
--- /dev/null
+++ b/Cargo.lock
@@ -0,0 +1,5419 @@
+# This file is automatically @generated by Cargo.
+# It is not intended for manual editing.
+version = 4
+
+[[package]]
+name = "adler2"
+version = "2.0.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "320119579fcad9c21884f5c4861d16174d0e06250625266f50fe6898340abefa"
+
+[[package]]
+name = "aho-corasick"
+version = "1.1.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "c982642fa9e8606056828ee9a8505737230110bb1099153c79efe865c59d12ba"
+dependencies = [
+ "memchr",
+]
+
+[[package]]
+name = "alloc-no-stdlib"
+version = "2.0.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "cc7bb162ec39d46ab1ca8c77bf72e890535becd1751bb45f64c597edb4c8c6b3"
+
+[[package]]
+name = "alloc-stdlib"
+version = "0.2.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "0e76a019e91224d279006ff972f1e984179a6e9feb050adba6ce8274aef23195"
+dependencies = [
+ "alloc-no-stdlib",
+]
+
+[[package]]
+name = "android_system_properties"
+version = "0.1.6"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ae221649c9976a6f6c56ae1facf410f3ddb33cc661c4b7b61020a912d4237fbc"
+dependencies = [
+ "libc",
+]
+
+[[package]]
+name = "anstream"
+version = "1.0.0"
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+checksum = "824a212faf96e9acacdbd09febd34438f8f711fb84e09a8916013cd7815ca28d"
+dependencies = [
+ "anstyle",
+ "anstyle-parse",
+ "anstyle-query",
+ "anstyle-wincon",
+ "colorchoice",
+ "is_terminal_polyfill",
+ "utf8parse",
+]
+
+[[package]]
+name = "anstyle"
+version = "1.0.14"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "940b3a0ca603d1eade50a4846a2afffd5ef57a9feac2c0e2ec2e14f9ead76000"
+
+[[package]]
+name = "anstyle-parse"
+version = "1.0.0"
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+checksum = "52ce7f38b242319f7cabaa6813055467063ecdc9d355bbb4ce0c68908cd8130e"
+dependencies = [
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+[[package]]
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+dependencies = [
+ "windows-sys 0.61.2",
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+[[package]]
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+checksum = "291e6a250ff86cd4a820112fb8898808a366d8f9f58ce16d1f538353ad55747d"
+dependencies = [
+ "anstyle",
+ "once_cell_polyfill",
+ "windows-sys 0.61.2",
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+
+[[package]]
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+checksum = "330a5ed07fa54e4702c9d6c4174f74427fc0ef6e214bbd677ae50a5099946470"
+
+[[package]]
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+dependencies = [
+ "clipboard-win",
+ "image",
+ "log",
+ "objc2",
+ "objc2-app-kit",
+ "objc2-core-foundation",
+ "objc2-core-graphics",
+ "objc2-foundation",
+ "parking_lot",
+ "percent-encoding",
+ "windows-sys 0.60.2",
+ "x11rb",
+]
+
+[[package]]
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+dependencies = [
+ "event-listener",
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+ "futures-core",
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+[[package]]
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+dependencies = [
+ "concurrent-queue",
+ "event-listener-strategy",
+ "futures-core",
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+[[package]]
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+version = "1.14.0"
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+
+[[package]]
+name = "zune-core"
+version = "0.5.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d56377fd46368984a170bc5aac5567e52ca5da874caa60bea39fcbca78fb658b"
+
+[[package]]
+name = "zune-jpeg"
+version = "0.5.15"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "27bc9d5b815bc103f142aa054f561d9187d191692ec7c2d1e2b4737f8dbd7296"
+dependencies = [
+ "zune-core",
+]
+
+[[package]]
+name = "zvariant"
+version = "5.14.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "b5e28c25bd8bb8da5a1f3e7065d0c156b9ee9a7973adf78b0e35eaefdf3b1b5c"
+dependencies = [
+ "endi",
+ "enumflags2",
+ "serde",
+ "winnow 1.0.4",
+ "zcheapstr",
+ "zvariant_derive",
+ "zvariant_utils",
+]
+
+[[package]]
+name = "zvariant_derive"
+version = "5.14.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d496a145685283b67e232bd9e47377f6b60ad9d51e3601b23867f77c42477f96"
+dependencies = [
+ "proc-macro-crate 3.5.0",
+ "proc-macro2",
+ "quote",
+ "syn 3.0.3",
+ "zvariant_utils",
+]
+
+[[package]]
+name = "zvariant_utils"
+version = "4.0.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "629d80ece222cad20fe0e8741be493c4ab166acf3b85341bdc2cdbcfd8f3c2d6"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "serde",
+ "syn 3.0.3",
+ "winnow 1.0.4",
+]
diff --git a/Cargo.toml b/Cargo.toml
new file mode 100644
index 0000000..119e9d1
--- /dev/null
+++ b/Cargo.toml
@@ -0,0 +1,9 @@
+[workspace]
+members = ["crates/dsh-core", "src-tauri"]
+resolver = "2"
+
+[workspace.package]
+version = "0.1.0"
+edition = "2021"
+license = "MIT"
+authors = ["TommyFang2077"]
diff --git a/LICENSE b/LICENSE
new file mode 100644
index 0000000..f6b1e61
--- /dev/null
+++ b/LICENSE
@@ -0,0 +1,21 @@
+MIT License
+
+Copyright (c) 2026 TommyFang2077
+
+Permission is hereby granted, free of charge, to any person obtaining a copy
+of this software and associated documentation files (the "Software"), to deal
+in the Software without restriction, including without limitation the rights
+to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+copies of the Software, and to permit persons to whom the Software is
+furnished to do so, subject to the following conditions:
+
+The above copyright notice and this permission notice shall be included in all
+copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+LIABILITY, WHETHER IN ANY ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+SOFTWARE.
diff --git a/Makefile b/Makefile
new file mode 100644
index 0000000..051d673
--- /dev/null
+++ b/Makefile
@@ -0,0 +1,136 @@
+PYTHON      ?= python3
+CARGO       ?= cargo
+PREFIX      ?= $(HOME)/.local
+APP_ID      := io.github.tommyfang.DshDesktop
+DSH_VERSION := 0.1.0-rc.6
+MODLENS_VERSION := 3.16.6
+ANCHORED_COMMIT := ffb845c5480adc953392a6db6f8a98ede621174b
+ANCHORED_REPO := https://github.com/xiaobright/dsh-anchored-standard.git
+VENDOR_DIR  := vendor/dsh-prefix
+MODLENS_DIR := vendor/modlens
+ANCHORED_DIR := vendor/anchored-standard
+ZERO_DIR := vendor/zero-anchored-standard
+FLATPAK     ?= flatpak
+BUILDER     ?= flatpak run --user org.flatpak.Builder
+BUILD_DIR   ?= .flatpak-build
+REPO_DIR    ?= .flatpak-repo
+MANIFEST    := flatpak/$(APP_ID).yml
+VERSION     := $(shell sed -n 's/^version = "\(.*\)"/\1/p' Cargo.toml | head -1)
+BUNDLE      := dist/$(APP_ID)-$(VERSION).flatpak
+BIN         := target/release/dsh-desktop
+
+.PHONY: all run dev test vendor vendor-native vendor-anchored build install uninstall flatpak-build flatpak-export flatpak-install flatpak-bundle flatpak-run clean
+
+all: test
+
+run:
+	$(CARGO) run -p dsh-desktop -- --no-update
+
+dev:
+	$(CARGO) run -p dsh-desktop -- --dev --verbose
+
+build:
+	$(CARGO) build -p dsh-desktop --release
+
+test:
+	$(CARGO) test -p dsh-core
+	$(PYTHON) -m unittest discover -s tests -v
+
+vendor:
+	mkdir -p vendor
+	rm -rf $(VENDOR_DIR) $(MODLENS_DIR)
+	npm install --prefix=$(CURDIR)/$(VENDOR_DIR) --global --prefer-offline --no-audit --no-fund @deepseek-ai/dsh@$(DSH_VERSION)
+	npm install --prefix=$(CURDIR)/$(MODLENS_DIR) --prefer-offline --no-audit --no-fund @liustack/modlens@$(MODLENS_VERSION)
+	$(MAKE) vendor-anchored
+
+vendor-native:
+	MODLENS_VERSION=$(MODLENS_VERSION) ANCHORED_COMMIT=$(ANCHORED_COMMIT) ANCHORED_REPO=$(ANCHORED_REPO) bash scripts/vendor-native.sh
+
+vendor-anchored:
+	rm -rf vendor/.anchored-src $(ANCHORED_DIR) $(ZERO_DIR)
+	mkdir -p vendor/.anchored-src
+	git -C vendor/.anchored-src init --initial-branch=main
+	git -C vendor/.anchored-src remote add origin $(ANCHORED_REPO)
+	git -C vendor/.anchored-src fetch --depth 1 origin $(ANCHORED_COMMIT)
+	git -C vendor/.anchored-src checkout --detach FETCH_HEAD
+	mkdir -p $(ANCHORED_DIR) $(ZERO_DIR)
+	cp -R vendor/.anchored-src/preset/. $(ANCHORED_DIR)/
+	cp -R vendor/.anchored-src/zero-anchored-standard/. $(ZERO_DIR)/
+	cp vendor/.anchored-src/LICENSE vendor/.anchored-src/NOTICE $(ANCHORED_DIR)/
+	cp vendor/.anchored-src/LICENSE vendor/.anchored-src/NOTICE $(ZERO_DIR)/
+	printf '%s\n' $(ANCHORED_COMMIT) > $(ANCHORED_DIR)/.dsh-desktop-source
+	printf '%s\n' $(ANCHORED_COMMIT) > $(ZERO_DIR)/.dsh-desktop-source
+	$(PYTHON) scripts/localize_preset.py $(ANCHORED_DIR)/preset.yml
+	$(PYTHON) scripts/localize_preset.py $(ZERO_DIR)/preset.yml zero
+	rm -rf vendor/.anchored-src
+
+install: build
+	install -Dm755 $(BIN) $(DESTDIR)$(PREFIX)/bin/dsh-desktop
+	install -Dm644 data/applications/$(APP_ID).desktop $(DESTDIR)$(PREFIX)/share/applications/$(APP_ID).desktop
+	install -Dm644 data/metainfo/$(APP_ID).metainfo.xml $(DESTDIR)$(PREFIX)/share/metainfo/$(APP_ID).metainfo.xml
+	for size in 16 24 32 48 64 128 256 512; do \
+		install -Dm644 "data/icons/hicolor/$${size}x$${size}/apps/$(APP_ID).png" "$(DESTDIR)$(PREFIX)/share/icons/hicolor/$${size}x$${size}/apps/$(APP_ID).png"; \
+	done
+	if [ -z "$(DESTDIR)" ]; then \
+		update-desktop-database "$(PREFIX)/share/applications" >/dev/null 2>&1 || true; \
+	fi
+	if [ -d $(MODLENS_DIR)/node_modules/@liustack/modlens ]; then \
+		rm -rf $(DESTDIR)$(PREFIX)/share/dsh-desktop/modlens; \
+		mkdir -p $(DESTDIR)$(PREFIX)/share/dsh-desktop; \
+		cp -R $(MODLENS_DIR) $(DESTDIR)$(PREFIX)/share/dsh-desktop/modlens; \
+	fi
+	if [ -f plugins/dsh-desktop-vision/package.json ]; then \
+		rm -rf $(DESTDIR)$(PREFIX)/share/dsh-desktop/vision; \
+		mkdir -p $(DESTDIR)$(PREFIX)/share/dsh-desktop; \
+		cp -R plugins/dsh-desktop-vision $(DESTDIR)$(PREFIX)/share/dsh-desktop/vision; \
+	fi
+	if [ -f $(ANCHORED_DIR)/preset.yml ]; then \
+		rm -rf $(DESTDIR)$(PREFIX)/share/dsh-desktop/anchored-standard; \
+		mkdir -p $(DESTDIR)$(PREFIX)/share/dsh-desktop; \
+		cp -R $(ANCHORED_DIR) $(DESTDIR)$(PREFIX)/share/dsh-desktop/anchored-standard; \
+	fi
+	if [ -f $(ZERO_DIR)/preset.yml ]; then \
+		rm -rf $(DESTDIR)$(PREFIX)/share/dsh-desktop/zero-anchored-standard; \
+		mkdir -p $(DESTDIR)$(PREFIX)/share/dsh-desktop; \
+		cp -R $(ZERO_DIR) $(DESTDIR)$(PREFIX)/share/dsh-desktop/zero-anchored-standard; \
+	fi
+	@echo "installed to $(PREFIX) — make sure $(PREFIX)/bin is on PATH"
+
+uninstall:
+	rm -f $(DESTDIR)$(PREFIX)/bin/dsh-desktop
+	rm -rf $(DESTDIR)$(PREFIX)/share/dsh-desktop
+	rm -f $(DESTDIR)$(PREFIX)/share/applications/$(APP_ID).desktop
+	rm -f $(DESTDIR)$(PREFIX)/share/metainfo/$(APP_ID).metainfo.xml
+	for size in 16 24 32 48 64 128 256 512; do \
+		rm -f "$(DESTDIR)$(PREFIX)/share/icons/hicolor/$${size}x$${size}/apps/$(APP_ID).png"; \
+	done
+
+flatpak-build: $(VENDOR_DIR)/bin/dsh $(MODLENS_DIR)/node_modules/@liustack/modlens $(ANCHORED_DIR)/preset.yml $(ZERO_DIR)/preset.yml
+	$(BUILDER) --user --force-clean --install-deps-from=flathub $(BUILD_DIR) $(MANIFEST)
+
+$(VENDOR_DIR)/bin/dsh:
+	$(MAKE) vendor
+
+$(MODLENS_DIR)/node_modules/@liustack/modlens:
+	$(MAKE) vendor
+
+$(ANCHORED_DIR)/preset.yml $(ZERO_DIR)/preset.yml:
+	$(MAKE) vendor-anchored
+
+flatpak-export:
+	$(FLATPAK) build-export $(REPO_DIR) $(BUILD_DIR) master
+
+flatpak-install: flatpak-build flatpak-export
+	$(FLATPAK) --user install -y "$(CURDIR)/$(REPO_DIR)" $(APP_ID)
+
+flatpak-bundle: flatpak-build flatpak-export
+	mkdir -p dist
+	$(FLATPAK) build-bundle $(REPO_DIR) "$(BUNDLE)" $(APP_ID) master
+
+flatpak-run:
+	$(FLATPAK) run $(APP_ID)
+
+clean:
+	$(CARGO) clean
+	rm -rf $(BUILD_DIR) $(REPO_DIR) build dist
+	find . -name __pycache__ -type d -prune -exec rm -rf {} +
diff --git a/README.md b/README.md
new file mode 100644
index 0000000..08c5ee5
--- /dev/null
+++ b/README.md
@@ -0,0 +1,215 @@
+# DeepSeek Harness Desktop
+
+<p align="center">
+  <img src="docs/screenshots/icon.png" width="96" alt="DeepSeek Harness" />
+</p>
+
+<p align="center">
+  <strong>把官方 <a href="https://github.com/deepseek-ai/deepseek-harness">DeepSeek Harness</a>（<code>dsh</code>）WebUI 放进原生窗口。</strong><br />
+  Tauri 2 壳 · 系统 WebView · 苹果风薄标题栏 · Linux / Windows / macOS
+</p>
+
+<p align="center">
+  <a href="https://github.com/TommyFang2077/dsh-desktop/actions/workflows/ci.yml"><img src="https://github.com/TommyFang2077/dsh-desktop/actions/workflows/ci.yml/badge.svg" alt="CI" /></a>
+  <a href="https://github.com/TommyFang2077/dsh-desktop/actions/workflows/release.yml"><img src="https://github.com/TommyFang2077/dsh-desktop/actions/workflows/release.yml/badge.svg" alt="Release" /></a>
+  <a href="LICENSE"><img src="https://img.shields.io/badge/license-MIT-blue.svg" alt="MIT" /></a>
+  <a href="https://github.com/TommyFang2077/dsh-desktop/releases/latest"><img src="https://img.shields.io/github/v/release/TommyFang2077/dsh-desktop" alt="release" /></a>
+</p>
+
+本仓库是第三方桌面壳，**不包含** DeepSeek Harness 源码。官方 WebUI 由本机或 Flatpak 内的 `dsh web` 提供；升级 `dsh` 后界面跟着升级，不必重打包前端。
+
+![启动页：正在启动官方 WebUI](docs/screenshots/splash.png)
+
+## 功能
+
+| 能力 | 说明 |
+| --- | --- |
+| 原生窗口 | 启动 `dsh web --host 127.0.0.1 --port 0`，解析 stdout 里的随机端口，用系统 WebView 加载官方 WebUI |
+| 薄标题栏 | 左侧 `•••` 菜单（重新启动 / 在浏览器中打开），右侧最小化 · 缩放 · 关闭；不再占用一排后退/前进/刷新 |
+| 零重写 | 官方会话、工作区、插件、技能全部保留 |
+| 内置 ModLens | 启动时写入 `~/.dsh/profiles/web`，纯文本模型自动套视觉桥 |
+| 视觉设置页 | WebUI **设置 → 视觉模型** 配置引擎，写入 `~/.modlens/config.json` |
+| 内置锚定预设 | **锚定式标准（实验）**、**零工具锚定式标准（实验）** 写入 `~/.dsh/.agent-presets/` |
+| 生命周期 | 启动页显示状态；关窗口停掉 `dsh web`；崩溃可从标题栏重新启动 |
+
+![主窗口：官方 WebUI 嵌在原生壳里](docs/screenshots/session.png)
+
+*上图为桌面壳嵌套官方 WebUI 的界面示意（自定义标题栏为实际注入样式）。凭据、会话和插件仍在 `~/.dsh`，截图未使用真实对话记录。*
+
+![标题栏菜单：重新启动 / 在浏览器中打开](docs/screenshots/menu.png)
+
+## 内置插件与预设
+
+应用启动时会把下面这些东西同步到用户目录。版本钉死在 [Makefile](Makefile)；第三方原文许可证见 [docs/licenses/](docs/licenses/) 与 [THIRD_PARTY.md](THIRD_PARTY.md)。
+
+### 1. DeepSeek Harness（`dsh`）
+
+| | |
+| --- | --- |
+| 上游 | [@deepseek-ai/dsh](https://www.npmjs.com/package/@deepseek-ai/dsh) · [deepseek-ai/deepseek-harness](https://github.com/deepseek-ai/deepseek-harness) |
+| 当前版本 | `0.1.0-rc.6` |
+| 许可证 | MIT，Copyright (c) 2026 DeepSeek · [docs/licenses/deepseek-harness.LICENSE](docs/licenses/deepseek-harness.LICENSE) |
+| 本仓库 | **不 vendoring 源码**。Flatpak 构建时 `make vendor` 打进 Node 24 + npm 包；Windows / macOS / deb / rpm 运行时调用本机 `dsh` |
+
+解析顺序：
+
+1. 环境变量 `DSH_DESKTOP_DSH_BIN`
+2. 命令行 `--dsh`
+3. 应用自己的更新目录（`$XDG_DATA_HOME/dsh-desktop/dsh-prefix/bin/dsh`）
+4. **Flatpak**：内置 `/app/bin/dsh`
+5. **宿主机**：`~/.local/bin/dsh` → `~/.npm/_npx` 缓存 → `PATH` → `npx --yes @deepseek-ai/dsh`
+
+设 `DSH_DESKTOP_NO_UPDATE=1` 或传 `--no-update` 可关掉启动时的 npm 更新检查。
+
+### 2. ModLens（`@liustack/modlens`）
+
+| | |
+| --- | --- |
+| 上游 | [liustack/modlens](https://github.com/liustack/modlens) · [npm @liustack/modlens](https://www.npmjs.com/package/@liustack/modlens) |
+| 当前版本 | `3.16.6` |
+| 作者 | Leon Liu / [liustack](https://github.com/liustack) |
+| 许可证 | MIT · [docs/licenses/modlens.LICENSE](docs/licenses/modlens.LICENSE) |
+| 作用 | 给纯文本对话模型补视觉能力（粘贴图片即可）。已声明视觉能力的模型（如 Qwen）不会走这条桥 |
+| 安装位置 | 启动时复制到 `~/.dsh/profiles/web/node_modules/@liustack/modlens` |
+
+官方安装方式（本应用已内置，一般不必再跑）：
+
+```bash
+npx -y @deepseek-ai/dsh plugin --profile web add @liustack/modlens@3.16.6
+```
+
+### 3. `dsh-desktop-vision`（本仓库）
+
+| | |
+| --- | --- |
+| 路径 | [`plugins/dsh-desktop-vision/`](plugins/dsh-desktop-vision/) |
+| 版本 | `0.1.4` |
+| 许可证 | 与本仓库相同（MIT） |
+| 作用 | 在官方 WebUI **设置 → 视觉模型** 增加表单，读写 `~/.modlens/config.json` |
+
+支持的引擎：
+
+| 引擎 | 默认接口 | 获取密钥 |
+| --- | --- | --- |
+| OpenAI 兼容 | `https://api.openai.com/v1` | [platform.openai.com/api-keys](https://platform.openai.com/api-keys) |
+| Gemini API | `https://generativelanguage.googleapis.com` | [aistudio.google.com/apikey](https://aistudio.google.com/apikey) |
+| Anthropic | `https://api.anthropic.com` | [console.anthropic.com/settings/keys](https://console.anthropic.com/settings/keys) |
+| Antigravity CLI | 本机 CLI，无需填 URL | [antigravity.google](https://antigravity.google/) |
+| Claude CLI | 本机 CLI，无需填 URL | [code.claude.com](https://code.claude.com) |
+
+外链在系统浏览器中打开（Tauri `on_navigation`），密钥只写在本机 ModLens 配置里。
+
+![设置 → 视觉模型](docs/screenshots/vision.png)
+
+### 4. Anchored Standard 预设
+
+| | |
+| --- | --- |
+| 上游 | [xiaobright/dsh-anchored-standard](https://github.com/xiaobright/dsh-anchored-standard) |
+| 钉选提交 | [`ffb845c5480adc953392a6db6f8a98ede621174b`](https://github.com/xiaobright/dsh-anchored-standard/commit/ffb845c5480adc953392a6db6f8a98ede621174b) |
+| 作者 | [xiaobright](https://github.com/xiaobright) |
+| 许可证 | MIT（含 DeepSeek 部分版权）· [LICENSE](docs/licenses/dsh-anchored-standard.LICENSE) · [NOTICE](docs/licenses/dsh-anchored-standard.NOTICE) |
+| 本仓库中的名称 | **锚定式标准（实验）**、**零工具锚定式标准（实验）**（`scripts/localize_preset.py` 本地化） |
+| 安装位置 | `~/.dsh/.agent-presets/anchored-standard` 与 `zero-anchored-standard` |
+
+NOTICE 写明：预设改编自 DeepSeek Harness Standard agent preset（[deepseek-harness@47f9438](https://github.com/deepseek-ai/deepseek-harness)）。这是社区实验 preset，**不是** DeepSeek 官方预设。若用户还没有默认 preset，桌面会把默认设为锚定式标准。
+
+## 安装包
+
+打 `v*` 标签（例如 `git tag v0.1.0 && git push origin v0.1.0`）后，[Release 工作流](.github/workflows/release.yml)会测试、打包并发布：
+
+| 平台 | 产物 | 运行时要求 |
+| --- | --- | --- |
+| Windows | NSIS `.exe`、MSI | [WebView2](https://developer.microsoft.com/microsoft-edge/webview2/)（安装器可引导下载）；本机 `dsh` |
+| macOS | Apple Silicon / Intel `.dmg` | 未公证，首次打开需在「系统设置 → 隐私与安全性」允许；本机 `dsh` |
+| Linux | `.deb`、`.rpm` | WebKitGTK 4.1；本机 `dsh` |
+| Linux | `.flatpak` | **自带** Node.js 24 与 `@deepseek-ai/dsh`，不需要本机安装 dsh |
+
+从 [GitHub Releases](https://github.com/TommyFang2077/dsh-desktop/releases) 下载对应文件。
+
+本机 `dsh`：
+
+```bash
+npm install -g @deepseek-ai/dsh
+# 或
+npx --yes @deepseek-ai/dsh --version
+```
+
+## 从源码运行
+
+开发依赖：Rust stable、系统 WebView。
+
+- Linux：GTK 3 + WebKitGTK 4.1（Fedora：`gtk3-devel webkit2gtk4.1-devel`；Debian/Ubuntu：`libgtk-3-dev libwebkit2gtk-4.1-dev`）
+- macOS：WKWebView（Xcode Command Line Tools）
+- Windows：WebView2
+
+```bash
+git clone https://github.com/TommyFang2077/dsh-desktop.git
+cd dsh-desktop
+make vendor-native          # ModLens + 锚定预设（Tauri 打包资源）
+make run                    # 普通模式（跳过更新，便于开发）
+make dev                    # 开 WebView 检查器和调试日志
+cargo run -p dsh-desktop -- --cwd ~/your-project
+```
+
+```bash
+make test
+```
+
+`make install` 把二进制装到 `~/.local/bin/dsh-desktop`，应用菜单里会出现 **DeepSeek Harness**。
+
+本地打原生包（先 `make vendor-native`）：
+
+```bash
+cargo tauri build --bundles deb,rpm      # Linux
+cargo tauri build --bundles nsis,msi     # Windows
+cargo tauri build --bundles app,dmg      # macOS
+```
+
+## Flatpak
+
+Flatpak 是唯一把 `dsh` 打进包内的渠道。
+
+```bash
+flatpak remote-add --user --if-not-exists flathub \
+  https://dl.flathub.org/repo/flathub.flatpakrepo
+flatpak install --user -y flathub org.gnome.Sdk//47 org.flatpak.Builder \
+  org.freedesktop.Sdk.Extension.rust-stable//24.08 \
+  org.freedesktop.Sdk.Extension.node24//24.08
+
+make vendor
+make flatpak-build
+make flatpak-install
+make flatpak-run
+make flatpak-bundle
+```
+
+清单：[flatpak/io.github.tommyfang.DshDesktop.yml](flatpak/io.github.tommyfang.DshDesktop.yml)。权限：网络、宿主文件系统、Wayland/X11、下载目录。
+
+## 项目结构
+
+```text
+dsh-desktop/
+├── ui/                         # 启动页 + 注入到 WebUI 的标题栏
+├── src-tauri/                  # Tauri 窗口、命令、deb/rpm/nsis/dmg
+├── crates/dsh-core/            # 启动 / 更新 / ModLens / 预设 / 剪贴板
+├── plugins/dsh-desktop-vision/ # 设置 → 视觉模型
+├── data/                       # .desktop、图标、AppStream
+├── flatpak/
+├── docs/screenshots/           # README 截图
+├── docs/licenses/              # 第三方许可证副本
+├── vendor/                     # make vendor 生成（git 忽略）
+├── scripts/vendor-native.sh
+├── scripts/localize_preset.py
+└── .github/workflows/          # 测试 + 多平台发布
+```
+
+## 图标与商标
+
+应用图标使用 [Icons8 上的 DeepSeek 图标](https://icons8.com/icon/YWOidjGxCpFW/deepseek)。DeepSeek 名称与鲸鱼标志归 DeepSeek 所有。本项目是独立第三方桌面壳，与 DeepSeek、ModLens、Anchored Standard 的作者均无从属关系。
+
+## License
+
+本仓库源码为 [MIT](LICENSE)，Copyright © 2026 TommyFang2077。
+
+运行时还会用到上游 MIT 组件，版权仍归原作者，详见 [THIRD_PARTY.md](THIRD_PARTY.md)。
diff --git a/THIRD_PARTY.md b/THIRD_PARTY.md
new file mode 100644
index 0000000..a1de674
--- /dev/null
+++ b/THIRD_PARTY.md
@@ -0,0 +1,34 @@
+# Third-party notices
+
+DeepSeek Harness Desktop (this repository) is MIT-licensed. It is a native
+shell around other projects. Those projects keep their own copyright and
+license. Copies of the relevant texts live in `docs/licenses/`.
+
+This project is **not** affiliated with, endorsed by, or maintained by
+DeepSeek, liustack, or xiaobright.
+
+## Bundled or launched at runtime
+
+| Component | Upstream | Version / pin | License | How this app uses it |
+| --- | --- | --- | --- | --- |
+| DeepSeek Harness (`@deepseek-ai/dsh`) | [deepseek-ai/deepseek-harness](https://github.com/deepseek-ai/deepseek-harness) | `0.1.0-rc.6` | MIT, © 2026 DeepSeek | Official WebUI. Not shipped as source. Flatpak vendors the npm package; other packages call a host `dsh`. See `docs/licenses/deepseek-harness.LICENSE`. |
+| ModLens (`@liustack/modlens`) | [liustack/modlens](https://github.com/liustack/modlens) | `3.16.6` | MIT, © 2026 Leon Liu (liustack) | Copied into `~/.dsh/profiles/web` so text-only models can read images. See `docs/licenses/modlens.LICENSE`. |
+| Anchored Standard | [xiaobright/dsh-anchored-standard](https://github.com/xiaobright/dsh-anchored-standard) | commit `ffb845c5480adc953392a6db6f8a98ede621174b` | MIT, © 2026 xiaobright; portions © 2026 DeepSeek | Localized as **锚定式标准（实验）** and **零工具锚定式标准（实验）**, written to `~/.dsh/.agent-presets/`. See `docs/licenses/dsh-anchored-standard.LICENSE` and `.NOTICE`. |
+| `dsh-desktop-vision` | this repo `plugins/dsh-desktop-vision/` | `0.1.4` | MIT, © 2026 TommyFang2077 | Settings page **设置 → 视觉模型**; writes `~/.modlens/config.json`. |
+
+The Anchored Standard NOTICE records that the presets adapt the DeepSeek
+Harness Standard agent preset from
+https://github.com/deepseek-ai/deepseek-harness
+(commit `47f943859bef60e4160492346772ded9b24f765a`).
+
+## App icon
+
+The application icon is the [Icons8 DeepSeek icon](https://icons8.com/icon/YWOidjGxCpFW/deepseek).
+DeepSeek and the whale mark belong to their owners.
+
+## Tauri and system WebView
+
+The window is built with [Tauri 2](https://tauri.app/) (MIT / Apache-2.0) and
+the platform WebView (WebKitGTK 4.1, WKWebView, or WebView2). Those components
+are linked or bundled by the respective platform toolchains, not copied into
+this source tree.
diff --git a/bin/dsh-desktop b/bin/dsh-desktop
new file mode 100755
index 0000000..dbd0f65
--- /dev/null
+++ b/bin/dsh-desktop
@@ -0,0 +1,13 @@
+#!/bin/sh
+# Run a built binary from the checkout, or fall back to cargo.
+set -e
+ROOT=$(CDPATH= cd -- "$(dirname -- "$0")/.." && pwd)
+for candidate in \
+  "$ROOT/target/release/dsh-desktop" \
+  "$ROOT/target/debug/dsh-desktop"
+do
+  if [ -x "$candidate" ]; then
+    exec "$candidate" "$@"
+  fi
+done
+exec cargo run --manifest-path "$ROOT/Cargo.toml" -p dsh-desktop -- "$@"
diff --git a/crates/dsh-core/Cargo.toml b/crates/dsh-core/Cargo.toml
new file mode 100644
index 0000000..544822a
--- /dev/null
+++ b/crates/dsh-core/Cargo.toml
@@ -0,0 +1,23 @@
+[package]
+name = "dsh-core"
+version.workspace = true
+edition.workspace = true
+license.workspace = true
+authors.workspace = true
+description = "Launcher, updater, and profile helpers for DeepSeek Harness Desktop"
+
+[dependencies]
+base64 = "0.22"
+dirs = "6"
+regex = "1"
+serde = { version = "1", features = ["derive"] }
+serde_json = "1"
+shlex = "1"
+thiserror = "2"
+which = "8"
+
+[target.'cfg(unix)'.dependencies]
+libc = "0.2"
+
+[dev-dependencies]
+tempfile = "3"
diff --git a/crates/dsh-core/src/clipboard.rs b/crates/dsh-core/src/clipboard.rs
new file mode 100644
index 0000000..4922334
--- /dev/null
+++ b/crates/dsh-core/src/clipboard.rs
@@ -0,0 +1,227 @@
+use std::path::Path;
+
+use base64::Engine;
+use serde::Serialize;
+
+pub const IMAGE_MIMES: &[&str] = &[
+    "image/png",
+    "image/jpeg",
+    "image/jpg",
+    "image/webp",
+    "image/gif",
+    "image/bmp",
+    "image/tiff",
+];
+
+pub const INGEST_JS: &str = include_str!("../../../ui/inject/ingest.js");
+
+#[derive(Debug, Clone, Serialize)]
+pub struct ClipboardFile {
+    pub name: String,
+    #[serde(rename = "type")]
+    pub mime: String,
+    pub b64: String,
+}
+
+pub fn is_image_mime(mime: &str) -> bool {
+    let mime = mime.split(';').next().unwrap_or(mime).trim().to_ascii_lowercase();
+    let mime = if mime == "image/jpg" {
+        "image/jpeg"
+    } else {
+        mime.as_str()
+    };
+    IMAGE_MIMES.contains(&mime) || mime == "image/jpeg"
+}
+
+pub fn filename_for_mime(mime: &str, index: usize) -> String {
+    let mime = mime.split(';').next().unwrap_or(mime).trim().to_ascii_lowercase();
+    let ext = match mime.as_str() {
+        "image/png" => "png",
+        "image/jpeg" | "image/jpg" => "jpg",
+        "image/webp" => "webp",
+        "image/gif" => "gif",
+        "image/bmp" => "bmp",
+        "image/tiff" => "tiff",
+        _ => "png",
+    };
+    if index == 0 {
+        format!("clipboard.{ext}")
+    } else {
+        format!("clipboard-{}.{ext}", index + 1)
+    }
+}
+
+pub fn build_ingest_call(files: &[ClipboardFile]) -> String {
+    let payload = serde_json::to_string(files).unwrap_or_else(|_| "[]".into());
+    format!("window.__dshDesktopPasteFiles && window.__dshDesktopPasteFiles({payload});")
+}
+
+pub fn parse_uri_list(payload: &str) -> Vec<String> {
+    let mut paths = Vec::new();
+    for raw in payload.lines() {
+        let line = raw.trim();
+        if line.is_empty() || line.starts_with('#') {
+            continue;
+        }
+        if let Some(rest) = line.strip_prefix("file:") {
+            if let Ok(url) = url_parse_file(rest) {
+                paths.push(url);
+            }
+        } else if line.starts_with('/') {
+            paths.push(line.to_string());
+        }
+    }
+    paths
+}
+
+fn url_parse_file(rest: &str) -> Result<String, ()> {
+    // file:///home/me/Pictures/shot.png or file://localhost/home/...
+    let uri = if rest.starts_with("//") {
+        format!("file:{rest}")
+    } else {
+        format!("file:{rest}")
+    };
+    let decoded = percent_decode(&uri);
+    if let Some(idx) = decoded.find("://") {
+        let after = &decoded[idx + 3..];
+        let path = after
+            .strip_prefix("localhost")
+            .unwrap_or(after);
+        return Ok(path.to_string());
+    }
+    if let Some(path) = decoded.strip_prefix("file:") {
+        return Ok(path.to_string());
+    }
+    Ok(decoded)
+}
+
+fn percent_decode(input: &str) -> String {
+    let bytes = input.as_bytes();
+    let mut out = Vec::with_capacity(bytes.len());
+    let mut i = 0;
+    while i < bytes.len() {
+        if bytes[i] == b'%' && i + 2 < bytes.len() {
+            if let Ok(v) = u8::from_str_radix(std::str::from_utf8(&bytes[i + 1..i + 3]).unwrap_or(""), 16)
+            {
+                out.push(v);
+                i += 3;
+                continue;
+            }
+        }
+        out.push(bytes[i]);
+        i += 1;
+    }
+    String::from_utf8_lossy(&out).into_owned()
+}
+
+pub fn files_from_paths<I, S>(paths: I) -> Vec<ClipboardFile>
+where
+    I: IntoIterator<Item = S>,
+    S: AsRef<str>,
+{
+    let mut out = Vec::new();
+    for (index, raw) in paths.into_iter().enumerate() {
+        let path = Path::new(raw.as_ref());
+        if !path.is_file() {
+            continue;
+        }
+        let suffix = path
+            .extension()
+            .and_then(|s| s.to_str())
+            .unwrap_or("")
+            .to_ascii_lowercase();
+        let mime = match suffix.as_str() {
+            "png" => "image/png",
+            "jpg" | "jpeg" => "image/jpeg",
+            "webp" => "image/webp",
+            "gif" => "image/gif",
+            "bmp" => "image/bmp",
+            "tif" | "tiff" => "image/tiff",
+            _ => continue,
+        };
+        let Ok(data) = std::fs::read(path) else {
+            continue;
+        };
+        if data.is_empty() {
+            continue;
+        }
+        let name = path
+            .file_name()
+            .and_then(|s| s.to_str())
+            .map(|s| s.to_string())
+            .unwrap_or_else(|| filename_for_mime(mime, index));
+        out.push(ClipboardFile {
+            name,
+            mime: mime.to_string(),
+            b64: base64::engine::general_purpose::STANDARD.encode(data),
+        });
+    }
+    out
+}
+
+pub fn file_from_bytes(name: String, mime: String, data: Vec<u8>) -> Option<ClipboardFile> {
+    if data.is_empty() || !is_image_mime(&mime) {
+        return None;
+    }
+    Some(ClipboardFile {
+        name,
+        mime: mime.split(';').next().unwrap_or(&mime).trim().to_string(),
+        b64: base64::engine::general_purpose::STANDARD.encode(data),
+    })
+}
+
+#[cfg(test)]
+mod tests {
+    use super::*;
+
+    #[test]
+    fn mime_and_filename() {
+        assert!(is_image_mime("image/png"));
+        assert!(is_image_mime("image/jpeg; charset=binary"));
+        assert!(is_image_mime("image/jpg"));
+        assert!(!is_image_mime("text/plain"));
+        assert_eq!(filename_for_mime("image/png", 0), "clipboard.png");
+        assert_eq!(filename_for_mime("image/jpeg", 1), "clipboard-2.jpg");
+    }
+
+    #[test]
+    fn ingest_js_defines_helper() {
+        assert!(INGEST_JS.contains("window.__dshDesktopPasteFiles"));
+        assert!(INGEST_JS.contains("DragEvent"));
+        assert!(INGEST_JS.contains("new File"));
+        assert!(INGEST_JS.contains("text/uri-list"));
+    }
+
+    #[test]
+    fn build_ingest_call_embeds_payload() {
+        let files = [ClipboardFile {
+            name: "shot.png".into(),
+            mime: "image/png".into(),
+            b64: base64::engine::general_purpose::STANDARD.encode(b"\x89PNG"),
+        }];
+        let script = build_ingest_call(&files);
+        assert!(script.contains("__dshDesktopPasteFiles"));
+        assert!(script.contains("shot.png"));
+        assert!(script.contains("image/png"));
+        assert!(!script.contains(", \"hi\""));
+    }
+
+    #[test]
+    fn parse_file_uri() {
+        let payload = "# comment\nfile:///home/me/Pictures/shot.png\n";
+        assert_eq!(
+            parse_uri_list(payload),
+            vec!["/home/me/Pictures/shot.png".to_string()]
+        );
+    }
+
+    #[test]
+    fn parse_plain_path() {
+        assert_eq!(parse_uri_list("/tmp/a.jpg"), vec!["/tmp/a.jpg".to_string()]);
+    }
+
+    #[test]
+    fn skips_non_images() {
+        assert!(files_from_paths(["/no/such/file.txt"]).is_empty());
+    }
+}
diff --git a/crates/dsh-core/src/launcher.rs b/crates/dsh-core/src/launcher.rs
new file mode 100644
index 0000000..1d0eaca
--- /dev/null
+++ b/crates/dsh-core/src/launcher.rs
@@ -0,0 +1,437 @@
+use std::collections::VecDeque;
+use std::io::{BufRead, BufReader};
+use std::path::{Path, PathBuf};
+use std::process::{Child, Command, Stdio};
+use std::sync::{Arc, Mutex};
+use std::thread;
+use std::time::Instant;
+
+use regex::Regex;
+use thiserror::Error;
+
+use crate::paths::{home_dir, is_flatpak};
+use crate::updater::update_dsh_bin;
+use crate::{ENV_BIN_OVERRIDE, ENV_CWD_OVERRIDE};
+
+pub const DSH_DEFAULT_HOST: &str = "127.0.0.1";
+pub const URL_TIMEOUT_SECONDS: u64 = 120;
+
+#[derive(Debug, Error)]
+pub enum DshNotFound {
+    #[error("{0}")]
+    Message(String),
+}
+
+impl DshNotFound {
+    fn new(msg: impl Into<String>) -> Self {
+        Self::Message(msg.into())
+    }
+}
+
+pub fn strip_ansi(text: &str) -> String {
+    let re = Regex::new(r"\x1b\[[0-9;?]*[ -/]*[@-~]").expect("ansi regex");
+    re.replace_all(text, "").into_owned()
+}
+
+pub fn parse_dsh_url(line: &str) -> Option<String> {
+    let re = Regex::new(r"https?://(?:\[[0-9a-fA-F:]+\]|[^/\s:]+)(?::\d+)?(?:/[^\s]*)?")
+        .expect("url regex");
+    re.find(&strip_ansi(line)).map(|m| m.as_str().to_string())
+}
+
+pub fn default_workspace() -> PathBuf {
+    if let Ok(raw) = std::env::var(ENV_CWD_OVERRIDE) {
+        if !raw.is_empty() {
+            return PathBuf::from(&raw)
+                .canonicalize()
+                .unwrap_or_else(|_| PathBuf::from(raw));
+        }
+    }
+    if is_flatpak() {
+        return home_dir();
+    }
+    std::env::current_dir().unwrap_or_else(|_| home_dir())
+}
+
+pub fn find_npx_dsh_bins() -> Vec<PathBuf> {
+    let pattern = home_dir().join(".npm/_npx/*/node_modules/.bin/dsh");
+    let mut bins = Vec::new();
+    if let Some(globbed) = pattern.to_str() {
+        if let Ok(paths) = glob_simple(globbed) {
+            for path in paths {
+                if is_executable(&path) {
+                    bins.push(path);
+                }
+            }
+        }
+    }
+    bins.sort_by_key(|p| std::fs::metadata(p).and_then(|m| m.modified()).ok());
+    bins.reverse();
+    bins
+}
+
+fn glob_simple(pattern: &str) -> std::io::Result<Vec<PathBuf>> {
+    // Only the `_npx/*/` segment is a wildcard.
+    let Some((prefix, rest)) = pattern.split_once('*') else {
+        return Ok(vec![PathBuf::from(pattern)]);
+    };
+    let suffix = rest.trim_start_matches('/');
+    let parent = Path::new(prefix);
+    let mut out = Vec::new();
+    if parent.is_dir() {
+        for entry in std::fs::read_dir(parent)? {
+            let entry = entry?;
+            let candidate = entry.path().join(suffix);
+            if candidate.is_file() {
+                out.push(candidate);
+            }
+        }
+    }
+    Ok(out)
+}
+
+pub struct DshLauncher {
+    dsh_bin_override: Option<String>,
+    in_flatpak: bool,
+    pub workspace: PathBuf,
+}
+
+impl DshLauncher {
+    pub fn new(dsh_bin: Option<String>, workspace: Option<PathBuf>) -> Self {
+        Self {
+            dsh_bin_override: dsh_bin,
+            in_flatpak: is_flatpak(),
+            workspace: workspace.unwrap_or_else(default_workspace),
+        }
+    }
+
+    pub fn resolve(&self) -> Result<Vec<String>, DshNotFound> {
+        let mut candidates: Vec<Vec<String>> = Vec::new();
+
+        if let Ok(env_override) = std::env::var(ENV_BIN_OVERRIDE) {
+            if !env_override.is_empty() {
+                let parts = shlex::split(&env_override).ok_or_else(|| {
+                    DshNotFound::new(format!("{ENV_BIN_OVERRIDE} 不是合法的命令"))
+                })?;
+                candidates.push(parts);
+            }
+        }
+        if let Some(cli) = &self.dsh_bin_override {
+            let parts = shlex::split(cli)
+                .ok_or_else(|| DshNotFound::new("dsh 命令不是合法的命令"))?;
+            candidates.push(parts);
+        }
+
+        let updated = update_dsh_bin();
+        if is_executable(&updated) {
+            candidates.push(vec![updated.to_string_lossy().into_owned()]);
+        }
+
+        if self.in_flatpak {
+            if let Some(bundled) = which::which("dsh").ok() {
+                candidates.push(vec![bundled.to_string_lossy().into_owned()]);
+            }
+            for path in crate::updater::BUNDLED_DSH {
+                let path = PathBuf::from(path);
+                if is_executable(&path)
+                    && candidates
+                        .first()
+                        .and_then(|c| c.first())
+                        .map(|s| s.as_str())
+                        != Some(path.to_string_lossy().as_ref())
+                {
+                    candidates.push(vec![path.to_string_lossy().into_owned()]);
+                }
+            }
+        } else {
+            let local_bin = dsh_bin_name(&home_dir().join(".local/bin"));
+            if is_executable(&local_bin) {
+                candidates.push(vec![local_bin.to_string_lossy().into_owned()]);
+            }
+            if let Some(cached) = find_npx_dsh_bins().into_iter().next() {
+                candidates.push(vec![cached.to_string_lossy().into_owned()]);
+            }
+            if let Ok(host) = which::which("dsh") {
+                candidates.push(vec![host.to_string_lossy().into_owned()]);
+            }
+            if which::which("npx").is_ok() {
+                candidates.push(vec![
+                    "npx".into(),
+                    "--yes".into(),
+                    "@deepseek-ai/dsh".into(),
+                ]);
+            }
+        }
+
+        let chosen = candidates.into_iter().next().ok_or_else(|| {
+            if self.in_flatpak {
+                DshNotFound::new(
+                    "此 Flatpak 没有内置 dsh 可执行文件。\n请重新构建/安装 io.github.tommyfang.DshDesktop。",
+                )
+            } else {
+                DshNotFound::new(
+                    "找不到 DeepSeek Harness (dsh)，也没有可用的 npx。\n请先安装：npm install -g @deepseek-ai/dsh\n或用 DSH_DESKTOP_DSH_BIN 指定 dsh 的完整路径。",
+                )
+            }
+        })?;
+        Ok(chosen)
+    }
+
+    pub fn web_argv(&self) -> Result<Vec<String>, DshNotFound> {
+        let mut argv = self.resolve()?;
+        argv.extend([
+            "web".into(),
+            "--host".into(),
+            DSH_DEFAULT_HOST.into(),
+            "--port".into(),
+            "0".into(),
+        ]);
+        Ok(argv)
+    }
+
+    pub fn start(&self) -> Result<DshProcess, DshNotFound> {
+        let argv = self.web_argv()?;
+        let mut cmd = Command::new(&argv[0]);
+        cmd.args(&argv[1..])
+            .current_dir(&self.workspace)
+            .stdout(Stdio::piped())
+            .stderr(Stdio::inherit())
+            .stdin(Stdio::null());
+        #[cfg(unix)]
+        {
+            use std::os::unix::process::CommandExt;
+            cmd.process_group(0);
+        }
+        #[cfg(windows)]
+        {
+            use std::os::windows::process::CommandExt;
+            const CREATE_NEW_PROCESS_GROUP: u32 = 0x00000200;
+            cmd.creation_flags(CREATE_NEW_PROCESS_GROUP);
+        }
+        let mut child = cmd.spawn().map_err(|exc| {
+            DshNotFound::new(format!("无法启动 dsh web: {exc}"))
+        })?;
+        let stdout = child.stdout.take();
+        Ok(DshProcess::new(child, stdout, self.in_flatpak))
+    }
+}
+
+fn dsh_bin_name(dir: &Path) -> PathBuf {
+    #[cfg(windows)]
+    {
+        let cmd = dir.join("dsh.cmd");
+        if cmd.is_file() {
+            return cmd;
+        }
+    }
+    dir.join("dsh")
+}
+
+pub fn is_executable(path: &Path) -> bool {
+    if !path.is_file() {
+        return false;
+    }
+    #[cfg(unix)]
+    {
+        use std::os::unix::fs::PermissionsExt;
+        std::fs::metadata(path)
+            .map(|m| m.permissions().mode() & 0o111 != 0)
+            .unwrap_or(false)
+    }
+    #[cfg(windows)]
+    {
+        true
+    }
+}
+
+pub struct DshProcess {
+    child: Arc<Mutex<Child>>,
+    pub in_flatpak: bool,
+    pub url: Arc<Mutex<Option<String>>>,
+    pub lines: Arc<Mutex<VecDeque<String>>>,
+    pub started_at: Instant,
+}
+
+impl DshProcess {
+    fn new(child: Child, stdout: Option<std::process::ChildStdout>, in_flatpak: bool) -> Self {
+        let proc = Self {
+            child: Arc::new(Mutex::new(child)),
+            in_flatpak,
+            url: Arc::new(Mutex::new(None)),
+            lines: Arc::new(Mutex::new(VecDeque::with_capacity(400))),
+            started_at: Instant::now(),
+        };
+        if let Some(stdout) = stdout {
+            let lines = Arc::clone(&proc.lines);
+            let url = Arc::clone(&proc.url);
+            thread::spawn(move || {
+                let reader = BufReader::new(stdout);
+                for line in reader.lines() {
+                    let Ok(line) = line else { break };
+                    let clean = strip_ansi(&line);
+                    let trimmed = clean.trim_end();
+                    if !trimmed.is_empty() {
+                        if let Ok(mut buf) = lines.lock() {
+                            if buf.len() == 400 {
+                                buf.pop_front();
+                            }
+                            buf.push_back(trimmed.to_string());
+                        }
+                    }
+                    if let Some(found) = parse_dsh_url(&line) {
+                        if let Ok(mut slot) = url.lock() {
+                            if slot.is_none() {
+                                *slot = Some(found);
+                            }
+                        }
+                    }
+                }
+            });
+        }
+        proc
+    }
+
+    pub fn poll(&self) -> Option<i32> {
+        self.child
+            .lock()
+            .ok()
+            .and_then(|mut child| child.try_wait().ok().flatten().and_then(|s| s.code()))
+    }
+
+    pub fn take_url(&self) -> Option<String> {
+        self.url.lock().ok().and_then(|g| g.clone())
+    }
+
+    pub fn snapshot_lines(&self) -> Vec<String> {
+        self.lines
+            .lock()
+            .map(|g| g.iter().cloned().collect())
+            .unwrap_or_default()
+    }
+
+    pub fn stop(&self) {
+        let Ok(mut child) = self.child.lock() else {
+            return;
+        };
+        if child.try_wait().ok().flatten().is_some() {
+            return;
+        }
+        let pid = child.id();
+        #[cfg(unix)]
+        unsafe {
+            libc::killpg(pid as i32, libc::SIGTERM);
+        }
+        #[cfg(windows)]
+        {
+            let _ = child.kill();
+        }
+        let start = Instant::now();
+        while start.elapsed() < std::time::Duration::from_secs(3) {
+            if child.try_wait().ok().flatten().is_some() {
+                return;
+            }
+            thread::sleep(std::time::Duration::from_millis(50));
+        }
+        #[cfg(unix)]
+        unsafe {
+            libc::killpg(pid as i32, libc::SIGKILL);
+        }
+        let _ = child.kill();
+        let _ = child.wait();
+    }
+}
+
+impl Drop for DshProcess {
+    fn drop(&mut self) {
+        self.stop();
+    }
+}
+
+#[cfg(test)]
+mod tests {
+    use super::*;
+
+    static ENV_LOCK: Mutex<()> = Mutex::new(());
+
+    #[test]
+    fn parse_ipv4_url() {
+        assert_eq!(
+            parse_dsh_url("dsh web: http://127.0.0.1:39095"),
+            Some("http://127.0.0.1:39095".into())
+        );
+    }
+
+    #[test]
+    fn parse_ipv6_url() {
+        assert_eq!(
+            parse_dsh_url("dsh web: http://[::1]:39096"),
+            Some("http://[::1]:39096".into())
+        );
+    }
+
+    #[test]
+    fn parse_url_with_trailing_text() {
+        assert_eq!(
+            parse_dsh_url("booted profile web on http://127.0.0.1:39095 (ready)"),
+            Some("http://127.0.0.1:39095".into())
+        );
+    }
+
+    #[test]
+    fn parse_no_url() {
+        assert_eq!(parse_dsh_url("waiting for network…"), None);
+    }
+
+    #[test]
+    fn strip_ansi_codes() {
+        assert_eq!(strip_ansi("\x1b[36mhttp://x\x1b[0m"), "http://x");
+    }
+
+    #[test]
+    fn workspace_uses_env_override() {
+        let _guard = ENV_LOCK.lock().unwrap();
+        std::env::set_var(ENV_CWD_OVERRIDE, "/tmp/some-workspace");
+        let ws = default_workspace();
+        std::env::remove_var(ENV_CWD_OVERRIDE);
+        assert!(ws.ends_with("some-workspace") || ws == PathBuf::from("/tmp/some-workspace"));
+    }
+
+    #[test]
+    fn env_override_wins() {
+        let _guard = ENV_LOCK.lock().unwrap();
+        std::env::set_var(ENV_BIN_OVERRIDE, "echo");
+        let argv = DshLauncher::new(None, None).resolve().unwrap();
+        std::env::remove_var(ENV_BIN_OVERRIDE);
+        assert_eq!(argv, vec!["echo"]);
+    }
+
+    #[test]
+    fn invalid_env_override_raises() {
+        let _guard = ENV_LOCK.lock().unwrap();
+        std::env::set_var(ENV_BIN_OVERRIDE, "'unterminated");
+        let err = DshLauncher::new(None, None).resolve();
+        std::env::remove_var(ENV_BIN_OVERRIDE);
+        assert!(err.is_err());
+    }
+
+    #[test]
+    fn cli_override() {
+        let _guard = ENV_LOCK.lock().unwrap();
+        std::env::remove_var(ENV_BIN_OVERRIDE);
+        let argv = DshLauncher::new(Some("/opt/dsh/bin/dsh".into()), None)
+            .resolve()
+            .unwrap();
+        assert_eq!(argv, vec!["/opt/dsh/bin/dsh"]);
+    }
+
+    #[test]
+    fn web_argv_shape() {
+        let _guard = ENV_LOCK.lock().unwrap();
+        std::env::set_var(ENV_BIN_OVERRIDE, "dsh-test");
+        let argv = DshLauncher::new(None, None).web_argv().unwrap();
+        std::env::remove_var(ENV_BIN_OVERRIDE);
+        assert_eq!(&argv[0..4], ["dsh-test", "web", "--host", "127.0.0.1"]);
+        assert!(argv.contains(&"--port".into()));
+        assert_eq!(argv.last().map(String::as_str), Some("0"));
+    }
+}
diff --git a/crates/dsh-core/src/lib.rs b/crates/dsh-core/src/lib.rs
new file mode 100644
index 0000000..f020855
--- /dev/null
+++ b/crates/dsh-core/src/lib.rs
@@ -0,0 +1,21 @@
+//! Shared desktop-shell logic for DeepSeek Harness Desktop.
+//!
+//! This crate has no GUI dependency.  The Tauri (or any other) shell starts
+//! `dsh web`, keeps the bundled plugins/presets current, and embeds the
+//! official WebUI.
+
+pub mod clipboard;
+pub mod launcher;
+pub mod modlens;
+pub mod paths;
+pub mod preset;
+pub mod updater;
+
+pub const APP_ID: &str = "io.github.tommyfang.DshDesktop";
+pub const APP_NAME: &str = "DeepSeek Harness";
+pub const APP_SUMMARY: &str = "Desktop shell for DeepSeek Harness";
+pub const VERSION: &str = env!("CARGO_PKG_VERSION");
+
+pub const ENV_BIN_OVERRIDE: &str = "DSH_DESKTOP_DSH_BIN";
+pub const ENV_CWD_OVERRIDE: &str = "DSH_DESKTOP_CWD";
+pub const ENV_NO_UPDATE: &str = "DSH_DESKTOP_NO_UPDATE";
diff --git a/crates/dsh-core/src/modlens.rs b/crates/dsh-core/src/modlens.rs
new file mode 100644
index 0000000..67bcd30
--- /dev/null
+++ b/crates/dsh-core/src/modlens.rs
@@ -0,0 +1,473 @@
+use std::collections::BTreeMap;
+use std::path::{Path, PathBuf};
+
+use regex::Regex;
+use serde_json::{json, Value};
+
+use crate::paths::{copy_tree, dsh_home, replace_symlink, BundledPaths};
+
+pub const PACKAGE: &str = "@liustack/modlens";
+pub const VISION_PACKAGE: &str = "dsh-desktop-vision";
+pub const MODLENS_VERSION: &str = "3.16.6";
+pub const HIDE_PLAIN_TWINS_JS: &str = include_str!("../../../ui/inject/hide-twins.js");
+
+pub const MANAGED_OVERLAY: &str = "\
+# dsh-desktop manages this modlens overlay (wrap every text-only model).
+- id: modlens
+  config:
+    autoRead: true
+    families:
+      - \"\"
+";
+
+const OFFICIAL_TEXT_PROVIDERS: &[(&str, &str)] = &[
+    ("deepseek-official", "deepseek-modlens"),
+    ("deepseek", "deepseek-modlens"),
+];
+
+#[derive(Debug, Clone)]
+pub struct ModlensEnsureResult {
+    pub status: &'static str,
+    pub version: Option<String>,
+    pub message: String,
+}
+
+pub fn web_profile_dir() -> PathBuf {
+    dsh_home().join("profiles/web")
+}
+
+fn package_dir(prefix: &Path) -> PathBuf {
+    prefix.join("node_modules/@liustack/modlens")
+}
+
+pub fn read_modlens_version(prefix: &Path) -> Option<String> {
+    let text = std::fs::read_to_string(package_dir(prefix).join("package.json")).ok()?;
+    let data: Value = serde_json::from_str(&text).ok()?;
+    data.get("version")
+        .and_then(|v| v.as_str())
+        .map(|s| s.to_string())
+}
+
+pub fn bundled_vision_plugin(paths: &BundledPaths) -> Option<PathBuf> {
+    paths
+        .find_dir("vision", "package.json")
+        .or_else(|| paths.find_dir("dsh-desktop-vision", "package.json"))
+        .or_else(|| paths.find_dir("plugins/dsh-desktop-vision", "package.json"))
+        .filter(|p| p.join("client.js").is_file())
+}
+
+pub fn bundled_modlens_prefix(paths: &BundledPaths) -> Option<PathBuf> {
+    paths
+        .find_dir("modlens", "node_modules/@liustack/modlens")
+        .or_else(|| paths.find_dir("vendor/modlens", "node_modules/@liustack/modlens"))
+}
+
+fn install_into_profile(src_prefix: &Path, profile: &Path) -> std::io::Result<()> {
+    let dest_pkg = package_dir(profile);
+    copy_tree(&package_dir(src_prefix), &dest_pkg, true)?;
+    let dest_nm = profile.join("node_modules");
+    let src_nm = src_prefix.join("node_modules");
+    for dep in ["commander", "undici"] {
+        let src_dep = src_nm.join(dep);
+        if src_dep.is_dir() {
+            copy_tree(&src_dep, &dest_nm.join(dep), true)?;
+        }
+    }
+    let fallback = dsh_home().join("profiles/node_modules/@liustack/modlens");
+    let _ = replace_symlink(&fallback, &dest_pkg);
+    Ok(())
+}
+
+fn read_pkg_version(dir: &Path) -> Option<String> {
+    let text = std::fs::read_to_string(dir.join("package.json")).ok()?;
+    let data: Value = serde_json::from_str(&text).ok()?;
+    data.get("version")
+        .and_then(|v| v.as_str())
+        .map(|s| s.to_string())
+}
+
+fn install_vision_plugin(paths: &BundledPaths, profile: &Path) -> bool {
+    let Some(src) = bundled_vision_plugin(paths) else {
+        return false;
+    };
+    let dest = profile.join("node_modules").join(VISION_PACKAGE);
+    let up_to_date = dest.join("client.js").is_file()
+        && dest.join("index.js").is_file()
+        && read_pkg_version(&dest) == read_pkg_version(&src);
+    if !up_to_date && copy_tree(&src, &dest, true).is_err() {
+        return false;
+    }
+    let fallback = dsh_home().join("profiles/node_modules").join(VISION_PACKAGE);
+    let _ = replace_symlink(&fallback, &dest);
+    true
+}
+
+fn ensure_manifest(profile: &Path, packages: &BTreeMap<String, String>) -> std::io::Result<()> {
+    let path = profile.join("package.json");
+    let mut data = if path.is_file() {
+        serde_json::from_str(&std::fs::read_to_string(&path)?).unwrap_or_else(|_| json!({}))
+    } else {
+        json!({
+            "name": "dsh-profile-web",
+            "private": true,
+            "dsh": {"profile": {"bundles": ["@deepseek-ai/dsh-base", "@deepseek-ai/dsh-web-app"]}}
+        })
+    };
+    {
+        let obj = data.as_object_mut().unwrap();
+        obj.entry("dependencies").or_insert_with(|| json!({}));
+        let dsh = obj.entry("dsh").or_insert_with(|| json!({}));
+        let profile_meta = dsh
+            .as_object_mut()
+            .unwrap()
+            .entry("profile")
+            .or_insert_with(|| json!({}));
+        let bundles = profile_meta
+            .as_object_mut()
+            .unwrap()
+            .entry("bundles")
+            .or_insert_with(|| json!(["@deepseek-ai/dsh-base", "@deepseek-ai/dsh-web-app"]));
+        if !bundles.is_array() {
+            *bundles = json!(["@deepseek-ai/dsh-base", "@deepseek-ai/dsh-web-app"]);
+        }
+    }
+    for (name, version) in packages {
+        data["dependencies"][name] = json!(version);
+        let arr = data["dsh"]["profile"]["bundles"].as_array_mut().unwrap();
+        if !arr.iter().any(|v| v.as_str() == Some(name)) {
+            arr.push(json!(name));
+        }
+    }
+    if let Some(parent) = path.parent() {
+        std::fs::create_dir_all(parent)?;
+    }
+    std::fs::write(path, serde_json::to_string_pretty(&data)? + "\n")
+}
+
+pub fn ensure_modlens_overlay(text: &str) -> String {
+    let body = text.replace("\r\n", "\n");
+    let stripped = body.trim();
+    if stripped.is_empty() || stripped == "[]" || stripped == "#" {
+        return MANAGED_OVERLAY.to_string();
+    }
+    let re = Regex::new(r"(?m)^- id:\s*modlens\s*$").unwrap();
+    if re.is_match(&body) {
+        return patch_existing_modlens_entry(&body);
+    }
+    let mut body = body;
+    if !body.ends_with('\n') {
+        body.push('\n');
+    }
+    body.push('\n');
+    body.push_str(MANAGED_OVERLAY);
+    body
+}
+
+fn patch_existing_modlens_entry(body: &str) -> String {
+    let lines: Vec<&str> = body.split('\n').collect();
+    let mut start = None;
+    let start_re = Regex::new(r"^- id:\s*modlens\s*$").unwrap();
+    for (index, line) in lines.iter().enumerate() {
+        if start_re.is_match(line) {
+            start = Some(index);
+            break;
+        }
+    }
+    let Some(start) = start else {
+        let mut out = body.trim_end().to_string();
+        out.push_str("\n\n");
+        out.push_str(MANAGED_OVERLAY);
+        return out;
+    };
+    let mut end = lines.len();
+    for (index, line) in lines.iter().enumerate().skip(start + 1) {
+        if line.starts_with("- ") && !line.starts_with(' ') {
+            end = index;
+            break;
+        }
+    }
+    let block: Vec<String> = lines[start..end].iter().map(|s| (*s).to_string()).collect();
+    let new_block = force_wrap_all_config(block).join("\n");
+    let new_block = new_block.trim_end();
+    let mut out = String::new();
+    out.push_str(&lines[..start].join("\n"));
+    if start > 0 && !out.ends_with('\n') && !out.is_empty() {
+        out.push('\n');
+    }
+    // reconstruct like Python: lines[:start] + new_block.split + lines[end:]
+    let mut combined: Vec<String> = lines[..start].iter().map(|s| (*s).to_string()).collect();
+    combined.extend(new_block.split('\n').map(|s| s.to_string()));
+    combined.extend(lines[end..].iter().map(|s| (*s).to_string()));
+    let mut text = combined.join("\n");
+    text = text.trim_end().to_string();
+    text.push('\n');
+    text
+}
+
+fn force_wrap_all_config(block: Vec<String>) -> Vec<String> {
+    let config_re = Regex::new(r"^\s+config:\s*$").unwrap();
+    let mut block = block;
+    if !block.iter().any(|line| config_re.is_match(line)) {
+        block.push("  config:".into());
+    }
+    let mut stripped = Vec::new();
+    let mut skipping_families = false;
+    let families_re = Regex::new(r"^\s+families:\s*").unwrap();
+    let item_re = Regex::new(r"^\s+- ").unwrap();
+    for line in block {
+        if skipping_families {
+            if item_re.is_match(&line) || line.trim().is_empty() {
+                continue;
+            }
+            skipping_families = false;
+        }
+        if families_re.is_match(&line) {
+            skipping_families = true;
+            continue;
+        }
+        stripped.push(line);
+    }
+    let autoread_re = Regex::new(r"^\s+autoRead:\s*").unwrap();
+    let has_autoread = stripped.iter().any(|line| autoread_re.is_match(line));
+    let mut out = Vec::new();
+    let mut inserted = false;
+    for line in stripped {
+        if autoread_re.is_match(&line) {
+            let replaced = Regex::new(r"^(\s+autoRead:\s*).*$")
+                .unwrap()
+                .replace(&line, "${1}true");
+            out.push(replaced.into_owned());
+            out.push("    families:".into());
+            out.push("      - \"\"".into());
+            inserted = true;
+            continue;
+        }
+        let is_config = config_re.is_match(&line);
+        out.push(line);
+        if is_config && !has_autoread && !inserted {
+            out.push("    autoRead: true".into());
+            out.push("    families:".into());
+            out.push("      - \"\"".into());
+            inserted = true;
+        }
+    }
+    if !inserted {
+        out.push("    autoRead: true".into());
+        out.push("    families:".into());
+        out.push("      - \"\"".into());
+    }
+    out
+}
+
+pub fn remap_default_text_model(settings_text: &str) -> String {
+    let mut text = settings_text.to_string();
+    if !text.ends_with('\n') {
+        text.push('\n');
+    }
+    let re = Regex::new(r"(?m)^(agent-default-model:\n(?:  .*\n)*)").unwrap();
+    let Some(caps) = re.captures(&text) else {
+        return settings_text.to_string();
+    };
+    let block = caps.get(1).unwrap().as_str().to_string();
+    let provider_re = Regex::new(r"(?m)^  provider:\s*(\S+)\s*$").unwrap();
+    let Some(provider) = provider_re.captures(&block) else {
+        return settings_text.to_string();
+    };
+    let current = provider[1].trim_matches(|c| c == '"' || c == '\'');
+    let Some((_, wrapped)) = OFFICIAL_TEXT_PROVIDERS.iter().find(|(k, _)| *k == current) else {
+        return settings_text.to_string();
+    };
+    let new_block = Regex::new(r"(?m)^(  provider:\s*)\S+\s*$")
+        .unwrap()
+        .replacen(&block, 1, format!("${{1}}{wrapped}"));
+    let start = caps.get(1).unwrap().start();
+    let end = caps.get(1).unwrap().end();
+    let mut out = String::new();
+    out.push_str(&text[..start]);
+    out.push_str(&new_block);
+    out.push_str(&text[end..]);
+    if !settings_text.ends_with('\n') && out.ends_with('\n') {
+        // keep a trailing newline; Python operated on the padded copy
+    }
+    out
+}
+
+pub fn ensure_modlens(paths: &BundledPaths) -> ModlensEnsureResult {
+    let src = bundled_modlens_prefix(paths);
+    let profile = web_profile_dir();
+    let installed = read_modlens_version(&profile);
+    let version = src
+        .as_ref()
+        .and_then(|p| read_modlens_version(p))
+        .or_else(|| installed.clone())
+        .unwrap_or_else(|| MODLENS_VERSION.to_string());
+
+    match ensure_modlens_inner(paths, src.as_deref(), &profile, installed, &version) {
+        Ok(result) => result,
+        Err(exc) => ModlensEnsureResult {
+            status: "failed",
+            version: Some(version),
+            message: format!("内置 ModLens 安装失败：{exc}"),
+        },
+    }
+}
+
+fn ensure_modlens_inner(
+    paths: &BundledPaths,
+    src: Option<&Path>,
+    profile: &Path,
+    installed: Option<String>,
+    version: &str,
+) -> std::io::Result<ModlensEnsureResult> {
+    std::fs::create_dir_all(profile)?;
+    let vision_ok = install_vision_plugin(paths, profile);
+    let mut packages = BTreeMap::new();
+    if vision_ok {
+        packages.insert(VISION_PACKAGE.to_string(), "0.1.0".into());
+    }
+    if src.is_none() && installed.is_none() {
+        if !packages.is_empty() {
+            ensure_manifest(profile, &packages)?;
+        }
+        return Ok(ModlensEnsureResult {
+            status: "skipped",
+            version: None,
+            message: "未找到内置 ModLens，跳过插件安装".into(),
+        });
+    }
+    let installed_after = if let Some(src) = src {
+        if installed.as_deref() != Some(version) {
+            install_into_profile(src, profile)?;
+            read_modlens_version(profile).unwrap_or_else(|| version.to_string())
+        } else {
+            installed.clone().unwrap_or_else(|| version.to_string())
+        }
+    } else {
+        installed.clone().unwrap_or_else(|| version.to_string())
+    };
+    packages.insert(PACKAGE.to_string(), installed_after.clone());
+    ensure_manifest(profile, &packages)?;
+    let patch = profile.join("cordis.patch.yml");
+    let previous = if patch.is_file() {
+        std::fs::read_to_string(&patch)?
+    } else {
+        String::new()
+    };
+    let updated = ensure_modlens_overlay(&previous);
+    if updated != previous {
+        std::fs::write(&patch, updated)?;
+    }
+    let settings = dsh_home().join("settings.yaml");
+    if settings.is_file() {
+        let original = std::fs::read_to_string(&settings)?;
+        let remapped = remap_default_text_model(&original);
+        if remapped != original {
+            std::fs::write(&settings, remapped)?;
+        }
+    }
+    if src.is_none() {
+        return Ok(ModlensEnsureResult {
+            status: "current",
+            version: Some(installed_after.clone()),
+            message: format!("已配置已安装的 ModLens {installed_after}（纯文本自动套视觉桥）"),
+        });
+    }
+    if installed.as_deref() == Some(version) {
+        return Ok(ModlensEnsureResult {
+            status: "current",
+            version: Some(version.to_string()),
+            message: format!("内置 ModLens {version} 已就绪"),
+        });
+    }
+    if installed.is_some() {
+        return Ok(ModlensEnsureResult {
+            status: "updated",
+            version: Some(version.to_string()),
+            message: format!("已将内置 ModLens 更新到 {version}"),
+        });
+    }
+    Ok(ModlensEnsureResult {
+        status: "installed",
+        version: Some(version.to_string()),
+        message: format!("已启用内置 ModLens {version}"),
+    })
+}
+
+#[cfg(test)]
+mod tests {
+    use super::*;
+
+    #[test]
+    fn empty_file_gets_managed_overlay() {
+        let text = ensure_modlens_overlay("");
+        assert!(text.contains("id: modlens"));
+        assert!(text.contains("autoRead: true"));
+        assert!(text.contains("families:"));
+        assert!(text.contains("- \"\""));
+    }
+
+    #[test]
+    fn existing_modlens_gains_wrap_all_families() {
+        let text = ensure_modlens_overlay("- id: modlens\n  config:\n    autoRead: true\n");
+        assert!(text.contains("autoRead: true"));
+        assert!(text.contains("      - \"\""));
+    }
+
+    #[test]
+    fn replaces_narrow_families() {
+        let original = "\
+- id: modlens
+  config:
+    autoRead: true
+    families:
+      - deepseek
+      - glm
+";
+        let text = ensure_modlens_overlay(original);
+        assert!(!text.contains("deepseek"));
+        assert!(!text.contains("glm"));
+        assert!(text.contains("- \"\""));
+    }
+
+    #[test]
+    fn keeps_other_entries() {
+        let original = "- id: other\n  config:\n    x: 1\n- id: modlens\n  config:\n    autoRead: false\n";
+        let text = ensure_modlens_overlay(original);
+        assert!(text.contains("id: other"));
+        assert!(text.contains("autoRead: true"));
+        assert!(text.contains("      - \"\""));
+    }
+
+    #[test]
+    fn official_deepseek_becomes_modlens() {
+        let original = "\
+agent-default-model:
+  provider: deepseek-official
+  model: deepseek-v4-pro
+ui-theme:
+  preference: dark
+";
+        let updated = remap_default_text_model(original);
+        assert!(updated.contains("provider: deepseek-modlens"));
+        assert!(updated.contains("model: deepseek-v4-pro"));
+        assert!(updated.contains("preference: dark"));
+    }
+
+    #[test]
+    fn qwen_is_left_alone() {
+        let original = "agent-default-model:\n  provider: qwen\n  model: qwen-agent\n";
+        assert_eq!(remap_default_text_model(original), original);
+    }
+
+    #[test]
+    fn already_wrapped_is_left_alone() {
+        let original = "agent-default-model:\n  provider: deepseek-modlens\n  model: deepseek-v4-pro\n";
+        assert_eq!(remap_default_text_model(original), original);
+    }
+
+    #[test]
+    fn hide_twins_script_targets_suffix() {
+        assert!(HIDE_PLAIN_TWINS_JS.contains("(modlens vision)"));
+        assert!(HIDE_PLAIN_TWINS_JS.contains("MutationObserver"));
+    }
+}
diff --git a/crates/dsh-core/src/paths.rs b/crates/dsh-core/src/paths.rs
new file mode 100644
index 0000000..e191b46
--- /dev/null
+++ b/crates/dsh-core/src/paths.rs
@@ -0,0 +1,179 @@
+use std::env;
+use std::path::{Path, PathBuf};
+
+/// XDG-style data directory (`~/.local/share` on Linux).
+pub fn data_home() -> PathBuf {
+    if let Some(raw) = env::var_os("XDG_DATA_HOME") {
+        if !raw.is_empty() {
+            return PathBuf::from(raw);
+        }
+    }
+    dirs::data_dir().unwrap_or_else(|| home_dir().join(".local/share"))
+}
+
+/// XDG-style cache directory (`~/.cache` on Linux).
+pub fn cache_home() -> PathBuf {
+    if let Some(raw) = env::var_os("XDG_CACHE_HOME") {
+        if !raw.is_empty() {
+            return PathBuf::from(raw);
+        }
+    }
+    dirs::cache_dir().unwrap_or_else(|| home_dir().join(".cache"))
+}
+
+pub fn home_dir() -> PathBuf {
+    dirs::home_dir().unwrap_or_else(|| PathBuf::from("."))
+}
+
+pub fn dsh_home() -> PathBuf {
+    if let Some(raw) = env::var_os("DSH_HOME") {
+        if !raw.is_empty() {
+            return PathBuf::from(raw);
+        }
+    }
+    home_dir().join(".dsh")
+}
+
+pub fn downloads_dir() -> PathBuf {
+    dirs::download_dir().unwrap_or_else(|| home_dir().join("Downloads"))
+}
+
+pub fn is_flatpak() -> bool {
+    Path::new("/.flatpak-info").exists()
+}
+
+/// Roots that may contain bundled ModLens / presets / vision plugin.
+///
+/// Search order: extra roots (Tauri resource dir), `$XDG_DATA_HOME/dsh-desktop`,
+/// `/app/share/dsh-desktop`, `/usr/share/dsh-desktop`, `~/.local/share/dsh-desktop`,
+/// then the source-tree `vendor/` / `plugins/` next to the executable or crate.
+#[derive(Debug, Clone, Default)]
+pub struct BundledPaths {
+    extra_roots: Vec<PathBuf>,
+}
+
+impl BundledPaths {
+    pub fn discover() -> Self {
+        Self::default()
+    }
+
+    pub fn with_resource_dir(mut self, dir: PathBuf) -> Self {
+        if dir.is_dir() {
+            self.extra_roots.insert(0, dir);
+        }
+        self
+    }
+
+    pub fn roots(&self) -> Vec<PathBuf> {
+        let mut roots = self.extra_roots.clone();
+        if let Some(xdg) = env::var_os("XDG_DATA_HOME") {
+            roots.push(PathBuf::from(xdg).join("dsh-desktop"));
+        }
+        roots.push(PathBuf::from("/app/share/dsh-desktop"));
+        roots.push(PathBuf::from("/usr/share/dsh-desktop"));
+        roots.push(home_dir().join(".local/share/dsh-desktop"));
+        for repo in repo_roots() {
+            roots.push(repo);
+        }
+        roots
+    }
+
+    pub fn find_dir(&self, rel: &str, marker: &str) -> Option<PathBuf> {
+        for root in self.roots() {
+            let candidate = root.join(rel);
+            if candidate.join(marker).is_file() || candidate.join(marker).is_dir() {
+                return Some(candidate);
+            }
+        }
+        None
+    }
+}
+
+fn repo_roots() -> Vec<PathBuf> {
+    let mut roots = Vec::new();
+    if let Ok(exe) = env::current_exe() {
+        if let Some(parent) = exe.parent() {
+            roots.push(parent.to_path_buf());
+            if let Some(grand) = parent.parent() {
+                roots.push(grand.to_path_buf());
+            }
+        }
+    }
+    // crates/dsh-core -> repo root; src-tauri -> repo root
+    let manifest = PathBuf::from(env!("CARGO_MANIFEST_DIR"));
+    if let Some(parent) = manifest.parent() {
+        roots.push(parent.to_path_buf());
+        if let Some(grand) = parent.parent() {
+            roots.push(grand.to_path_buf());
+        }
+    }
+    roots
+}
+
+pub fn copy_tree(src: &Path, dest: &Path, keep_symlinks: bool) -> std::io::Result<()> {
+    if dest.exists() {
+        std::fs::remove_dir_all(dest)?;
+    }
+    if let Some(parent) = dest.parent() {
+        std::fs::create_dir_all(parent)?;
+    }
+    copy_tree_inner(src, dest, keep_symlinks)
+}
+
+fn copy_tree_inner(src: &Path, dest: &Path, keep_symlinks: bool) -> std::io::Result<()> {
+    if src
+        .file_name()
+        .and_then(|n| n.to_str())
+        .is_some_and(|n| n == ".git")
+    {
+        return Ok(());
+    }
+    if src.is_symlink() && keep_symlinks {
+        let target = std::fs::read_link(src)?;
+        #[cfg(unix)]
+        std::os::unix::fs::symlink(target, dest)?;
+        #[cfg(windows)]
+        {
+            if src.is_dir() {
+                std::os::windows::fs::symlink_dir(target, dest)?;
+            } else {
+                std::os::windows::fs::symlink_file(target, dest)?;
+            }
+        }
+        return Ok(());
+    }
+    if src.is_dir() {
+        std::fs::create_dir_all(dest)?;
+        for entry in std::fs::read_dir(src)? {
+            let entry = entry?;
+            copy_tree_inner(&entry.path(), &dest.join(entry.file_name()), keep_symlinks)?;
+        }
+        return Ok(());
+    }
+    std::fs::copy(src, dest)?;
+    Ok(())
+}
+
+pub fn replace_symlink(link: &Path, target: &Path) -> std::io::Result<()> {
+    if let Some(parent) = link.parent() {
+        std::fs::create_dir_all(parent)?;
+    }
+    if link.exists() || link.is_symlink() {
+        if link.is_dir() && !link.is_symlink() {
+            std::fs::remove_dir_all(link)?;
+        } else {
+            std::fs::remove_file(link)?;
+        }
+    }
+    #[cfg(unix)]
+    std::os::unix::fs::symlink(target, link)?;
+    #[cfg(windows)]
+    {
+        if target.is_dir() {
+            std::os::windows::fs::symlink_dir(target, link)?;
+        } else {
+            std::os::windows::fs::symlink_file(target, link)?;
+        }
+    }
+    Ok(())
+}
diff --git a/crates/dsh-core/src/preset.rs b/crates/dsh-core/src/preset.rs
new file mode 100644
index 0000000..bd5f0e0
--- /dev/null
+++ b/crates/dsh-core/src/preset.rs
@@ -0,0 +1,379 @@
+use std::path::{Path, PathBuf};
+
+use regex::Regex;
+
+use crate::paths::{copy_tree, dsh_home, BundledPaths};
+
+pub const PRESET_ID: &str = "anchored-standard";
+pub const ZERO_PRESET_ID: &str = "zero-anchored-standard";
+pub const SOURCE_MARKER: &str = ".dsh-desktop-source";
+pub const DEFAULT_BLOCK: &str = "agent-presets:\n  default: anchored-standard\n";
+pub const PRESET_NAME_ZH: &str = "锚定式标准（实验）";
+pub const PRESET_DESCRIPTION_ZH: &str =
+    "首轮使用 Minimal 的真实工具对（持久 bash + str_replace_editor），不自动注入工作区或技能上下文；首次工具调用或回复后开放完整 Standard 工具。";
+pub const ZERO_PRESET_NAME_ZH: &str = "零工具锚定式标准（实验）";
+pub const ZERO_PRESET_DESCRIPTION_ZH: &str =
+    "先插入一轮无工具的锚定对话（固定提示），从下一轮起开放完整 Standard 工具。";
+
+#[derive(Debug, Clone)]
+pub struct BundledPreset {
+    pub preset_id: &'static str,
+    pub name_zh: &'static str,
+    pub description_zh: &'static str,
+}
+
+pub const BUNDLED_PRESETS: &[BundledPreset] = &[
+    BundledPreset {
+        preset_id: PRESET_ID,
+        name_zh: PRESET_NAME_ZH,
+        description_zh: PRESET_DESCRIPTION_ZH,
+    },
+    BundledPreset {
+        preset_id: ZERO_PRESET_ID,
+        name_zh: ZERO_PRESET_NAME_ZH,
+        description_zh: ZERO_PRESET_DESCRIPTION_ZH,
+    },
+];
+
+#[derive(Debug, Clone)]
+pub struct PresetEnsureResult {
+    pub status: &'static str,
+    pub version: Option<String>,
+    pub message: String,
+}
+
+pub fn preset_install_dir(preset_id: &str) -> PathBuf {
+    dsh_home().join(".agent-presets").join(preset_id)
+}
+
+fn is_preset_dir(path: &Path) -> bool {
+    path.is_dir() && path.join("preset.yml").is_file()
+}
+
+pub fn read_source_version(path: &Path) -> Option<String> {
+    let version = std::fs::read_to_string(path.join(SOURCE_MARKER)).ok()?;
+    let version = version.trim();
+    if version.is_empty() {
+        None
+    } else {
+        Some(version.to_string())
+    }
+}
+
+pub fn bundled_preset_dir(paths: &BundledPaths, preset_id: &str) -> Option<PathBuf> {
+    paths
+        .find_dir(preset_id, "preset.yml")
+        .or_else(|| paths.find_dir(&format!("vendor/{preset_id}"), "preset.yml"))
+        .filter(|p| is_preset_dir(p))
+}
+
+pub fn ensure_default_preset(text: &str) -> String {
+    let mut body = text.replace("\r\n", "\n");
+    if !body.ends_with('\n') {
+        body.push('\n');
+    }
+    if body.trim().is_empty() {
+        return DEFAULT_BLOCK.to_string();
+    }
+    let re = Regex::new(r"(?m)^agent-presets:\n((?:[ \t]+.*\n)*)").unwrap();
+    let Some(caps) = re.captures(&body) else {
+        body.push('\n');
+        body.push_str(DEFAULT_BLOCK);
+        return body;
+    };
+    let inner = caps.get(1).unwrap().as_str();
+    if Regex::new(r"(?m)^[ \t]+default:\s*\S+")
+        .unwrap()
+        .is_match(inner)
+    {
+        return body;
+    }
+    let insert = format!("  default: {PRESET_ID}\n");
+    let start = caps.get(1).unwrap().start();
+    let end = caps.get(1).unwrap().end();
+    format!("{}{}{}{}", &body[..start], insert, inner, &body[end..])
+}
+
+pub fn localize_preset_yml(text: &str, name: &str, description: &str) -> String {
+    let mut body = text.replace("\r\n", "\n");
+    if !body.ends_with('\n') {
+        body.push('\n');
+    }
+    let name_line = format!("name: {}\n", serde_json::to_string(name).unwrap());
+    let desc_line = format!(
+        "description: {}\n",
+        serde_json::to_string(description).unwrap()
+    );
+    let name_re = Regex::new(r"(?m)^name:.*\n").unwrap();
+    if let Some(m) = name_re.find(&body) {
+        body = format!("{}{}{}", &body[..m.start()], name_line, &body[m.end()..]);
+    } else {
+        body = format!("{name_line}{body}");
+    }
+    let desc_re = Regex::new(r"(?m)^description:(?:[ \t].*)?\n(?:[ \t].+\n)*").unwrap();
+    if let Some(m) = desc_re.find(&body) {
+        return format!("{}{}{}", &body[..m.start()], desc_line, &body[m.end()..]);
+    }
+    if let Some(m) = name_re.find(&body) {
+        return format!("{}{}{}", &body[..m.end()], desc_line, &body[m.end()..]);
+    }
+    format!("{desc_line}{body}")
+}
+
+fn write_localized_preset(dest: &Path, spec: &BundledPreset) -> std::io::Result<()> {
+    let path = dest.join("preset.yml");
+    let previous = std::fs::read_to_string(&path)?;
+    let updated = localize_preset_yml(&previous, spec.name_zh, spec.description_zh);
+    if updated != previous {
+        std::fs::write(path, updated)?;
+    }
+    Ok(())
+}
+
+fn short_version(version: Option<&str>) -> String {
+    match version {
+        None => "bundled".into(),
+        Some(v) if v.len() > 12 => v[..12].into(),
+        Some(v) => v.into(),
+    }
+}
+
+fn ensure_one(paths: &BundledPaths, spec: &BundledPreset) -> PresetEnsureResult {
+    let src = bundled_preset_dir(paths, spec.preset_id);
+    let dest = preset_install_dir(spec.preset_id);
+    let bundled = src.as_ref().and_then(|p| read_source_version(p));
+    let installed = if dest.is_dir() {
+        read_source_version(&dest)
+    } else {
+        None
+    };
+    let version = bundled.clone().or_else(|| installed.clone());
+    let label = spec.name_zh;
+    if src.is_none() {
+        if dest.is_dir() && dest.join("preset.yml").is_file() {
+            let _ = write_localized_preset(&dest, spec);
+            return PresetEnsureResult {
+                status: "current",
+                version: version.clone(),
+                message: format!("已配置已安装的{label}（{}）", short_version(version.as_deref())),
+            };
+        }
+        return PresetEnsureResult {
+            status: "skipped",
+            version: None,
+            message: format!("未找到内置{label}，跳过安装"),
+        };
+    }
+    let src = src.unwrap();
+    if let Err(exc) = (|| -> std::io::Result<()> {
+        if installed != bundled || !dest.join("preset.yml").is_file() {
+            copy_tree(&src, &dest, false)?;
+        }
+        write_localized_preset(&dest, spec)?;
+        Ok(())
+    })() {
+        return PresetEnsureResult {
+            status: "failed",
+            version,
+            message: format!("内置{label}安装失败：{exc}"),
+        };
+    }
+    let sha = short_version(bundled.as_deref());
+    if installed == bundled && dest.join("preset.yml").is_file() {
+        return PresetEnsureResult {
+            status: "current",
+            version: bundled,
+            message: format!("内置{label} {sha} 已就绪"),
+        };
+    }
+    if installed.is_some() {
+        return PresetEnsureResult {
+            status: "updated",
+            version: bundled,
+            message: format!("已将内置{label}更新到 {sha}"),
+        };
+    }
+    PresetEnsureResult {
+        status: "installed",
+        version: bundled,
+        message: format!("已启用内置{label} {sha}"),
+    }
+}
+
+fn combine(results: &[PresetEnsureResult]) -> PresetEnsureResult {
+    if results.iter().any(|item| item.status == "failed") {
+        let failed: Vec<_> = results
+            .iter()
+            .filter(|item| item.status == "failed")
+            .map(|item| item.message.clone())
+            .collect();
+        return PresetEnsureResult {
+            status: "failed",
+            version: None,
+            message: failed.join("；"),
+        };
+    }
+    let active: Vec<_> = results
+        .iter()
+        .filter(|item| item.status != "skipped")
+        .collect();
+    if active.is_empty() {
+        return PresetEnsureResult {
+            status: "skipped",
+            version: None,
+            message: "未找到内置锚定预设，跳过安装".into(),
+        };
+    }
+    let version = active.iter().find_map(|item| item.version.clone());
+    let (status, lead) = if active.iter().any(|item| item.status == "updated") {
+        ("updated", "已更新内置锚定预设")
+    } else if active.iter().any(|item| item.status == "installed") {
+        ("installed", "已启用内置锚定预设")
+    } else {
+        ("current", "内置锚定预设已就绪")
+    };
+    let detail = active
+        .iter()
+        .map(|item| item.message.as_str())
+        .collect::<Vec<_>>()
+        .join("；");
+    PresetEnsureResult {
+        status,
+        version,
+        message: format!("{lead}。{detail}"),
+    }
+}
+
+pub fn ensure_anchored_standard(paths: &BundledPaths) -> PresetEnsureResult {
+    let results: Vec<_> = BUNDLED_PRESETS
+        .iter()
+        .map(|spec| ensure_one(paths, spec))
+        .collect();
+    let combined = combine(&results);
+    if combined.status == "failed" {
+        return combined;
+    }
+    let settings = dsh_home().join("settings.yaml");
+    match (|| -> std::io::Result<()> {
+        let previous = if settings.is_file() {
+            std::fs::read_to_string(&settings)?
+        } else {
+            String::new()
+        };
+        let updated = ensure_default_preset(&previous);
+        if updated != previous {
+            if let Some(parent) = settings.parent() {
+                std::fs::create_dir_all(parent)?;
+            }
+            std::fs::write(&settings, updated)?;
+        }
+        Ok(())
+    })() {
+        Ok(()) => combined,
+        Err(exc) => PresetEnsureResult {
+            status: "failed",
+            version: combined.version,
+            message: format!("写入默认 preset 失败：{exc}"),
+        },
+    }
+}
+
+#[cfg(test)]
+mod tests {
+    use super::*;
+    use crate::paths::BundledPaths;
+
+    #[test]
+    fn empty_file_gets_default_block() {
+        assert_eq!(
+            ensure_default_preset(""),
+            "agent-presets:\n  default: anchored-standard\n"
+        );
+    }
+
+    #[test]
+    fn appends_when_section_missing() {
+        let updated = ensure_default_preset("ui-theme:\n  preference: dark\n");
+        assert!(updated.contains("preference: dark"));
+        assert!(updated.contains("agent-presets:\n  default: anchored-standard\n"));
+    }
+
+    #[test]
+    fn inserts_default_into_empty_section() {
+        let updated = ensure_default_preset("agent-presets:\nui-theme:\n  preference: dark\n");
+        assert!(updated.contains("agent-presets:\n  default: anchored-standard\n"));
+        assert!(updated.contains("preference: dark"));
+    }
+
+    #[test]
+    fn keeps_existing_default() {
+        let original = "agent-presets:\n  default: standard\n";
+        assert_eq!(ensure_default_preset(original), original);
+    }
+
+    #[test]
+    fn does_not_match_permission_default_preset() {
+        let original = "permission:\n  defaultPreset: danger-full-access\n";
+        let updated = ensure_default_preset(original);
+        assert!(updated.contains("defaultPreset: danger-full-access"));
+        assert!(updated.contains("agent-presets:\n  default: anchored-standard\n"));
+    }
+
+    #[test]
+    fn replaces_english_name_and_description() {
+        let original = "\
+name: Anchored Standard (experimental)
+description: Bootstrap with the Minimal preset's real tool pair.
+order: 5
+";
+        let updated = localize_preset_yml(original, PRESET_NAME_ZH, PRESET_DESCRIPTION_ZH);
+        assert!(updated.contains(PRESET_NAME_ZH));
+        assert!(updated.contains(PRESET_DESCRIPTION_ZH));
+        assert!(!updated.contains("Anchored Standard (experimental)"));
+        assert!(!updated.contains("Bootstrap"));
+        assert!(updated.contains("order: 5"));
+    }
+
+    #[test]
+    fn inserts_description_after_name() {
+        let updated = localize_preset_yml("name: Anchored Standard\norder: 5\n", PRESET_NAME_ZH, PRESET_DESCRIPTION_ZH);
+        assert!(updated.contains(PRESET_NAME_ZH));
+        assert!(!updated.contains("name: Anchored Standard\n"));
+        assert!(updated.contains(PRESET_DESCRIPTION_ZH));
+        assert!(updated.contains("order: 5"));
+    }
+
+    #[test]
+    fn installs_from_bundle_and_sets_default() {
+        let tmp = tempfile::TempDir::new().unwrap();
+        let src = tmp.path().join("anchored-standard");
+        std::fs::create_dir_all(&src).unwrap();
+        std::fs::write(src.join("preset.yml"), "name: Anchored Standard\n").unwrap();
+        std::fs::write(src.join(SOURCE_MARKER), "abc123def456\n").unwrap();
+        let home = tmp.path().join(".dsh");
+        std::env::set_var("DSH_HOME", &home);
+        let paths = BundledPaths::discover().with_resource_dir(tmp.path().to_path_buf());
+        let result = ensure_anchored_standard(&paths);
+        std::env::remove_var("DSH_HOME");
+        assert_eq!(result.status, "installed");
+        let dest = home.join(".agent-presets").join(PRESET_ID);
+        assert!(dest.join("preset.yml").is_file());
+        let yml = std::fs::read_to_string(dest.join("preset.yml")).unwrap();
+        assert!(yml.contains(PRESET_DESCRIPTION_ZH));
+        let settings = std::fs::read_to_string(home.join("settings.yaml")).unwrap();
+        assert!(settings.contains("default: anchored-standard"));
+    }
+
+    #[test]
+    fn localizes_zero_preset() {
+        let original = "\
+name: Zero-Anchored Standard (experimental)
+description: Inject one zero-tool anchor turn.
+order: 6
+";
+        let updated = localize_preset_yml(original, ZERO_PRESET_NAME_ZH, ZERO_PRESET_DESCRIPTION_ZH);
+        assert!(updated.contains(ZERO_PRESET_NAME_ZH));
+        assert!(updated.contains(ZERO_PRESET_DESCRIPTION_ZH));
+        assert!(!updated.contains("Zero-Anchored"));
+    }
+}
diff --git a/crates/dsh-core/src/updater.rs b/crates/dsh-core/src/updater.rs
new file mode 100644
index 0000000..bdb659c
--- /dev/null
+++ b/crates/dsh-core/src/updater.rs
@@ -0,0 +1,348 @@
+use std::path::{Path, PathBuf};
+use std::process::{Command, Stdio};
+use std::sync::atomic::{AtomicBool, Ordering};
+use std::sync::Arc;
+use std::thread;
+use std::time::{Duration, Instant, SystemTime, UNIX_EPOCH};
+
+use crate::paths::{cache_home, data_home};
+use crate::ENV_NO_UPDATE;
+
+pub const DSH_PACKAGE: &str = "@deepseek-ai/dsh";
+pub const VIEW_TIMEOUT_SECONDS: u64 = 20;
+pub const INSTALL_TIMEOUT_SECONDS: u64 = 180;
+pub const BUNDLED_PREFIX: &str = "/app";
+pub const BUNDLED_DSH: &[&str] = &["/app/bin/dsh", "/app/node24/bin/dsh"];
+
+#[derive(Debug, Clone, PartialEq, Eq)]
+pub struct UpdateResult {
+    pub status: &'static str,
+    pub version: Option<String>,
+    pub previous: Option<String>,
+    pub message: String,
+}
+
+impl UpdateResult {
+    fn new(status: &'static str, version: Option<String>, message: impl Into<String>) -> Self {
+        Self {
+            status,
+            version,
+            previous: None,
+            message: message.into(),
+        }
+    }
+}
+
+pub fn update_prefix() -> PathBuf {
+    data_home().join("dsh-desktop/dsh-prefix")
+}
+
+pub fn update_dsh_bin() -> PathBuf {
+    let prefix = update_prefix();
+    #[cfg(windows)]
+    {
+        let cmd = prefix.join("dsh.cmd");
+        if cmd.is_file() {
+            return cmd;
+        }
+    }
+    prefix.join("bin/dsh")
+}
+
+pub fn package_json(prefix: &Path) -> PathBuf {
+    prefix.join("lib/node_modules/@deepseek-ai/dsh/package.json")
+}
+
+pub fn read_version(prefix: &Path) -> Option<String> {
+    let text = std::fs::read_to_string(package_json(prefix)).ok()?;
+    let data: serde_json::Value = serde_json::from_str(&text).ok()?;
+    data.get("version")
+        .and_then(|v| v.as_str())
+        .map(|s| s.to_string())
+}
+
+pub fn find_npm() -> Option<PathBuf> {
+    for candidate in ["/app/bin/npm", "/app/node24/bin/npm"] {
+        let path = PathBuf::from(candidate);
+        if crate::launcher::is_executable(&path) {
+            return Some(path);
+        }
+    }
+    which::which("npm").ok()
+}
+
+fn find_node_dir() -> Option<PathBuf> {
+    for candidate in ["/app/bin/node", "/app/node24/bin/node"] {
+        let path = PathBuf::from(candidate);
+        if crate::launcher::is_executable(&path) {
+            return path.parent().map(|p| p.to_path_buf());
+        }
+    }
+    which::which("node")
+        .ok()
+        .and_then(|p| p.parent().map(|d| d.to_path_buf()))
+}
+
+fn npm_command(npm: &Path) -> Command {
+    let mut cmd = Command::new(npm);
+    let cache = cache_home().join("dsh-desktop/npm");
+    let _ = std::fs::create_dir_all(&cache);
+    cmd.env("npm_config_cache", &cache);
+    cmd.env("npm_config_update_notifier", "false");
+    cmd.env("npm_config_fund", "false");
+    cmd.env("npm_config_audit", "false");
+    if let Some(node_dir) = find_node_dir() {
+        let mut path = node_dir.into_os_string();
+        path.push(if cfg!(windows) { ";" } else { ":" });
+        if let Some(existing) = std::env::var_os("PATH") {
+            path.push(existing);
+        }
+        cmd.env("PATH", path);
+    }
+    cmd
+}
+
+fn run_npm(npm: &Path, args: &[&str], timeout: Duration) -> Result<std::process::Output, String> {
+    let mut cmd = npm_command(npm);
+    cmd.args(args);
+    cmd.stdout(Stdio::piped());
+    cmd.stderr(Stdio::piped());
+    let child = cmd.spawn().map_err(|e| e.to_string())?;
+    let pid = child.id();
+    let done = Arc::new(AtomicBool::new(false));
+    let flag = Arc::clone(&done);
+    thread::spawn(move || {
+        let start = Instant::now();
+        while start.elapsed() < timeout {
+            if flag.load(Ordering::Relaxed) {
+                return;
+            }
+            thread::sleep(Duration::from_millis(50));
+        }
+        if flag.load(Ordering::Relaxed) {
+            return;
+        }
+        #[cfg(unix)]
+        unsafe {
+            libc::kill(pid as i32, libc::SIGKILL);
+        }
+        #[cfg(windows)]
+        {
+            let _ = Command::new("taskkill")
+                .args(["/PID", &pid.to_string(), "/F"])
+                .status();
+        }
+    });
+    let out = child.wait_with_output().map_err(|e| e.to_string());
+    done.store(true, Ordering::Relaxed);
+    out
+}
+
+fn last_check_path() -> PathBuf {
+    cache_home().join("dsh-desktop/last-update-check")
+}
+
+/// True when a network update check has not run in the last 24 hours.
+pub fn update_check_due() -> bool {
+    let path = last_check_path();
+    let Ok(raw) = std::fs::read_to_string(&path) else {
+        return true;
+    };
+    let ts: u64 = raw.trim().parse().unwrap_or(0);
+    let now = SystemTime::now()
+        .duration_since(UNIX_EPOCH)
+        .map(|d| d.as_secs())
+        .unwrap_or(0);
+    now.saturating_sub(ts) >= 24 * 60 * 60
+}
+
+pub fn mark_update_checked() {
+    let path = last_check_path();
+    if let Some(parent) = path.parent() {
+        let _ = std::fs::create_dir_all(parent);
+    }
+    let now = SystemTime::now()
+        .duration_since(UNIX_EPOCH)
+        .map(|d| d.as_secs())
+        .unwrap_or(0);
+    let _ = std::fs::write(path, format!("{now}\n"));
+}
+
+pub fn fetch_latest_version(npm: &Path) -> Option<String> {
+    let out = run_npm(npm, &["view", DSH_PACKAGE, "version"], Duration::from_secs(VIEW_TIMEOUT_SECONDS))
+        .ok()?;
+    if !out.status.success() {
+        return None;
+    }
+    String::from_utf8_lossy(&out.stdout)
+        .lines()
+        .map(str::trim)
+        .filter(|l| !l.is_empty())
+        .last()
+        .map(|s| s.to_string())
+}
+
+fn seed_from_bundle(dest: &Path) {
+    let src_pkg = Path::new(BUNDLED_PREFIX).join("lib/node_modules/@deepseek-ai/dsh");
+    if !src_pkg.is_dir() {
+        return;
+    }
+    let dest_pkg = dest.join("lib/node_modules/@deepseek-ai/dsh");
+    if dest_pkg.exists() {
+        return;
+    }
+    if crate::paths::copy_tree(&src_pkg, &dest_pkg, true).is_err() {
+        return;
+    }
+    let dest_bin = dest.join("bin");
+    let _ = std::fs::create_dir_all(&dest_bin);
+    let link = dest_bin.join("dsh");
+    if !link.exists() {
+        let _ = crate::paths::replace_symlink(
+            &link,
+            Path::new("../lib/node_modules/@deepseek-ai/dsh/lib/bin.js"),
+        );
+    }
+}
+
+fn env_skips_update() -> bool {
+    std::env::var(ENV_NO_UPDATE)
+        .map(|v| matches!(v.to_ascii_lowercase().as_str(), "1" | "true" | "yes"))
+        .unwrap_or(false)
+}
+
+pub fn update_dsh(enabled: bool) -> UpdateResult {
+    if !enabled || env_skips_update() {
+        let version = read_version(&update_prefix()).or_else(|| read_version(Path::new(BUNDLED_PREFIX)));
+        return UpdateResult::new("skipped", version, "已跳过 dsh 更新");
+    }
+
+    let npm = find_npm();
+    let current = read_version(&update_prefix()).or_else(|| read_version(Path::new(BUNDLED_PREFIX)));
+    let Some(npm) = npm else {
+        let extra = current
+            .as_deref()
+            .map(|v| format!("（{v}）"))
+            .unwrap_or_default();
+        return UpdateResult::new(
+            "skipped",
+            current,
+            format!("未找到 npm，使用已安装的 dsh{extra}"),
+        );
+    };
+
+    let latest = match fetch_latest_version(&npm) {
+        Some(v) => v,
+        None => {
+            let extra = current
+                .as_deref()
+                .map(|v| format!("（{v}）"))
+                .unwrap_or_default();
+            return UpdateResult::new(
+                "failed",
+                current,
+                format!("无法获取 dsh 最新版本，使用已安装版本{extra}"),
+            );
+        }
+    };
+
+    if current.as_deref() == Some(latest.as_str()) {
+        return UpdateResult::new(
+            "current",
+            current,
+            format!("内置 dsh 已是最新（{latest}）"),
+        );
+    }
+
+    let dest = update_prefix();
+    let _ = std::fs::create_dir_all(&dest);
+    if read_version(&dest).is_none() {
+        seed_from_bundle(&dest);
+    }
+
+    let prefix_arg = format!("--prefix={}", dest.display());
+    let pkg = format!("{DSH_PACKAGE}@latest");
+    let previous = current.clone();
+    match run_npm(
+        &npm,
+        &[
+            "install",
+            &prefix_arg,
+            "--global",
+            "--no-audit",
+            "--no-fund",
+            &pkg,
+        ],
+        Duration::from_secs(INSTALL_TIMEOUT_SECONDS),
+    ) {
+        Ok(out) if out.status.success() => {
+            let installed = read_version(&dest).or(current);
+            UpdateResult {
+                status: "updated",
+                version: installed.clone(),
+                previous,
+                message: format!(
+                    "已将内置 dsh 更新到 {}",
+                    installed.as_deref().unwrap_or("latest")
+                ),
+            }
+        }
+        Ok(_) | Err(_) => {
+            let installed = read_version(&dest).or(current);
+            let extra = installed
+                .as_deref()
+                .map(|v| format!("（{v}）"))
+                .unwrap_or_default();
+            UpdateResult {
+                status: "failed",
+                version: installed,
+                previous,
+                message: format!("dsh 更新失败，使用已安装版本{extra}"),
+            }
+        }
+    }
+}
+
+#[cfg(test)]
+mod tests {
+    use super::*;
+    use tempfile::TempDir;
+
+    #[test]
+    fn read_version_ok() {
+        let tmp = TempDir::new().unwrap();
+        let pkg = package_json(tmp.path());
+        std::fs::create_dir_all(pkg.parent().unwrap()).unwrap();
+        std::fs::write(&pkg, r#"{"version":"0.1.0-rc.6"}"#).unwrap();
+        assert_eq!(read_version(tmp.path()).as_deref(), Some("0.1.0-rc.6"));
+    }
+
+    #[test]
+    fn read_version_missing() {
+        assert_eq!(read_version(Path::new("/no/such/prefix")), None);
+    }
+
+    #[test]
+    fn skip_when_disabled() {
+        let result = update_dsh(false);
+        assert_eq!(result.status, "skipped");
+    }
+
+    #[test]
+    fn skip_when_env_set() {
+        std::env::set_var(ENV_NO_UPDATE, "1");
+        let result = update_dsh(true);
+        std::env::remove_var(ENV_NO_UPDATE);
+        assert_eq!(result.status, "skipped");
+    }
+
+    #[test]
+    fn update_check_due_without_stamp() {
+        let tmp = TempDir::new().unwrap();
+        std::env::set_var("XDG_CACHE_HOME", tmp.path());
+        assert!(update_check_due());
+        mark_update_checked();
+        assert!(!update_check_due());
+        std::env::remove_var("XDG_CACHE_HOME");
+    }
+}
diff --git a/data/applications/io.github.tommyfang.DshDesktop.desktop b/data/applications/io.github.tommyfang.DshDesktop.desktop
new file mode 100644
index 0000000..a99edd9
--- /dev/null
+++ b/data/applications/io.github.tommyfang.DshDesktop.desktop
@@ -0,0 +1,16 @@
+[Desktop Entry]
+Name=DeepSeek Harness
+Name[zh_CN]=DeepSeek Harness
+GenericName=AI Agent Harness
+GenericName[zh_CN]=AI 智能体工作台
+Comment=Desktop shell for DeepSeek Harness
+Comment[zh_CN]=在原生桌面窗口中运行 DeepSeek Harness
+Exec=dsh-desktop
+Icon=io.github.tommyfang.DshDesktop
+Terminal=false
+Type=Application
+Categories=Development;
+Keywords=AI;DeepSeek;agent;harness;dsh;assistant;
+StartupNotify=true
+StartupWMClass=io.github.tommyfang.DshDesktop
+X-Flatpak-RenamedFrom=dsh-desktop.desktop;
diff --git a/data/icons/hicolor/128x128/apps/io.github.tommyfang.DshDesktop.png b/data/icons/hicolor/128x128/apps/io.github.tommyfang.DshDesktop.png
new file mode 100644
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diff --git a/data/metainfo/io.github.tommyfang.DshDesktop.metainfo.xml b/data/metainfo/io.github.tommyfang.DshDesktop.metainfo.xml
new file mode 100644
index 0000000..2018212
--- /dev/null
+++ b/data/metainfo/io.github.tommyfang.DshDesktop.metainfo.xml
@@ -0,0 +1,53 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<component type="desktop-application">
+  <id>io.github.tommyfang.DshDesktop</id>
+  <name>DeepSeek Harness Desktop</name>
+  <summary>Desktop shell for DeepSeek Harness</summary>
+  <summary xml:lang="zh_CN">DeepSeek Harness 的原生桌面壳</summary>
+
+  <metadata_license>MIT</metadata_license>
+  <project_license>MIT</project_license>
+
+  <developer id="io.github.tommyfang">
+    <name>TommyFang2077</name>
+  </developer>
+
+  <description>
+    <p>
+      DeepSeek Harness Desktop runs the official DeepSeek Harness (dsh) WebUI
+      in a native Tauri window. It starts dsh web, waits for its local URL and
+      embeds the UI with the system WebView. Credentials, plugins and agent
+      permissions stay in ~/.dsh.
+    </p>
+    <p>
+      The app bundles ModLens for text-only vision, a settings page at
+      设置 → 视觉模型, and the community Anchored Standard presets.
+      The Flatpak also bundles Node.js and @deepseek-ai/dsh.
+    </p>
+  </description>
+
+  <launchable type="desktop-id">io.github.tommyfang.DshDesktop.desktop</launchable>
+
+  <url type="homepage">https://github.com/TommyFang2077/dsh-desktop</url>
+  <url type="bugtracker">https://github.com/TommyFang2077/dsh-desktop/issues</url>
+
+  <provides>
+    <binary>dsh-desktop</binary>
+  </provides>
+
+  <categories>
+    <category>Development</category>
+    <category>Utility</category>
+    <category>Network</category>
+  </categories>
+
+  <content_rating type="oars-1.1" />
+
+  <releases>
+    <release version="0.1.0" date="2026-08-15">
+      <description>
+        <p>Tauri shell with an Apple-style title bar, bundled dsh, and on-launch updates.</p>
+      </description>
+    </release>
+  </releases>
+</component>
diff --git a/docs/licenses/deepseek-harness.LICENSE b/docs/licenses/deepseek-harness.LICENSE
new file mode 100644
index 0000000..c1f7a78
--- /dev/null
+++ b/docs/licenses/deepseek-harness.LICENSE
@@ -0,0 +1,21 @@
+MIT License
+
+Copyright (c) 2026 DeepSeek
+
+Permission is hereby granted, free of charge, to any person obtaining a copy
+of this software and associated documentation files (the "Software"), to deal
+in the Software without restriction, including without limitation the rights
+to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+copies of the Software, and to permit persons to whom the Software is
+furnished to do so, subject to the following conditions:
+
+The above copyright notice and this permission notice shall be included in all
+copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+SOFTWARE.
diff --git a/docs/licenses/dsh-anchored-standard.LICENSE b/docs/licenses/dsh-anchored-standard.LICENSE
new file mode 100644
index 0000000..ff546b6
--- /dev/null
+++ b/docs/licenses/dsh-anchored-standard.LICENSE
@@ -0,0 +1,22 @@
+MIT License
+
+Copyright (c) 2026 xiaobright
+Portions Copyright (c) 2026 DeepSeek
+
+Permission is hereby granted, free of charge, to any person obtaining a copy
+of this software and associated documentation files (the "Software"), to deal
+in the Software without restriction, including without limitation the rights
+to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+copies of the Software, and to permit persons to whom the Software is
+furnished to do so, subject to the following conditions:
+
+The above copyright notice and this permission notice shall be included in all
+copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+SOFTWARE.
diff --git a/docs/licenses/dsh-anchored-standard.NOTICE b/docs/licenses/dsh-anchored-standard.NOTICE
new file mode 100644
index 0000000..e8b7c14
--- /dev/null
+++ b/docs/licenses/dsh-anchored-standard.NOTICE
@@ -0,0 +1,14 @@
+dsh-anchored-standard includes an adapted copy of the DeepSeek Harness
+Standard agent preset from:
+
+  https://github.com/deepseek-ai/deepseek-harness
+  commit 47f943859bef60e4160492346772ded9b24f765a
+
+DeepSeek Harness is distributed under the MIT License:
+
+  Copyright (c) 2026 DeepSeek
+
+The full MIT permission notice is included in this repository's LICENSE file.
+
+DeepSeek and DeepSeek Harness are names of their respective owner. This
+community project is not affiliated with or endorsed by DeepSeek.
diff --git a/docs/licenses/modlens.LICENSE b/docs/licenses/modlens.LICENSE
new file mode 100644
index 0000000..d97d8d6
--- /dev/null
+++ b/docs/licenses/modlens.LICENSE
@@ -0,0 +1,21 @@
+MIT License
+
+Copyright (c) 2026 Leon Liu (liustack)
+
+Permission is hereby granted, free of charge, to any person obtaining a copy
+of this software and associated documentation files (the "Software"), to deal
+in the Software without restriction, including without limitation the rights
+to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+copies of the Software, and to permit persons to whom the Software is
+furnished to do so, subject to the following conditions:
+
+The above copyright notice and this permission notice shall be included in all
+copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+SOFTWARE.
diff --git a/docs/screenshots/icon.png b/docs/screenshots/icon.png
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diff --git a/docs/screenshots/session.png b/docs/screenshots/session.png
new file mode 100644
index 0000000..3e6c282
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diff --git a/docs/screenshots/splash.png b/docs/screenshots/splash.png
new file mode 100644
index 0000000..ade364b
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diff --git a/docs/screenshots/src/chrome.css b/docs/screenshots/src/chrome.css
new file mode 100644
index 0000000..181b829
--- /dev/null
+++ b/docs/screenshots/src/chrome.css
@@ -0,0 +1,61 @@
+:root { --dsh-desktop-titlebar-h: 36px; }
+* { box-sizing: border-box; }
+html, body { margin: 0; }
+html.dsh-desktop-offset {
+  box-sizing: border-box;
+  padding-top: var(--dsh-desktop-titlebar-h);
+}
+#dsh-desktop-titlebar {
+  position: fixed; top: 0; left: 0; right: 0; height: var(--dsh-desktop-titlebar-h);
+  z-index: 2147483646; display: flex; align-items: center;
+  padding: 0 12px; box-sizing: border-box;
+  background: rgba(246, 246, 248, 0.92);
+  -webkit-backdrop-filter: saturate(180%) blur(20px);
+  backdrop-filter: saturate(180%) blur(20px);
+  border-bottom: 0.5px solid rgba(0, 0, 0, 0.06);
+  user-select: none;
+  font-family: -apple-system, BlinkMacSystemFont, "SF Pro Text", system-ui, sans-serif;
+}
+#dsh-desktop-titlebar .traffic {
+  display: flex; gap: 8px; align-items: center; height: 100%;
+}
+#dsh-desktop-titlebar .tl {
+  width: 12px; height: 12px; min-width: 12px; min-height: 12px;
+  max-width: 12px; max-height: 12px; flex: none; overflow: hidden;
+  box-sizing: border-box; border-radius: 50%; border: 0;
+  padding: 0; margin: 0; display: grid; place-items: center; cursor: default;
+  position: relative;
+}
+#dsh-desktop-titlebar .tl.close { background: #ff5f57; }
+#dsh-desktop-titlebar .tl.min { background: #febc2e; }
+#dsh-desktop-titlebar .tl.zoom { background: #28c840; }
+#dsh-desktop-titlebar .tl::after {
+  content: ""; font-size: 9px; line-height: 1; font-weight: 700;
+  color: rgba(0,0,0,0.55); opacity: 0;
+}
+#dsh-desktop-titlebar .traffic:hover .tl.close::after { content: "×"; opacity: 1; }
+#dsh-desktop-titlebar .traffic:hover .tl.min::after { content: "–"; opacity: 1; }
+#dsh-desktop-titlebar .traffic:hover .tl.zoom::after { content: "+"; opacity: 1; }
+#dsh-desktop-titlebar .drag { flex: 1; height: 100%; }
+#dsh-desktop-titlebar .more {
+  appearance: none; border: 0; background: transparent;
+  color: rgba(0,0,0,0.35); font-size: 15px; letter-spacing: 0.08em;
+  width: 28px; height: 20px; border-radius: 6px; cursor: default;
+}
+#dsh-desktop-titlebar .more:hover,
+#dsh-desktop-titlebar .more.open { background: rgba(0,0,0,0.06); color: rgba(0,0,0,0.7); }
+#dsh-desktop-titlebar .menu {
+  position: absolute; top: calc(var(--dsh-desktop-titlebar-h) + 2px); left: 8px; min-width: 168px;
+  padding: 4px; border-radius: 10px;
+  background: rgba(255,255,255,0.96);
+  box-shadow: 0 8px 28px rgba(0,0,0,0.16);
+  display: none; flex-direction: column;
+}
+#dsh-desktop-titlebar .menu.open { display: flex; }
+#dsh-desktop-titlebar .menu button {
+  appearance: none; border: 0; background: transparent;
+  text-align: left; padding: 7px 10px; border-radius: 6px;
+  font: 13px/1.3 -apple-system, BlinkMacSystemFont, "SF Pro Text", system-ui, sans-serif;
+  color: #1d1d1f; cursor: default;
+}
+#dsh-desktop-titlebar .menu button:hover { background: rgba(0,0,0,0.05); }
diff --git a/docs/screenshots/src/menu.html b/docs/screenshots/src/menu.html
new file mode 100644
index 0000000..cd005dc
--- /dev/null
+++ b/docs/screenshots/src/menu.html
@@ -0,0 +1,42 @@
+<!doctype html>
+<html lang="zh-CN" class="dsh-desktop-offset">
+  <head>
+    <meta charset="utf-8" />
+    <title>标题栏菜单</title>
+    <link rel="stylesheet" href="chrome.css" />
+    <link rel="stylesheet" href="../../../ui/styles.css" />
+    <style>
+      :root { color-scheme: light; --bg: #f5f5f7; --text: #1d1d1f; --muted: #86868b; }
+      html, body { width: 1280px; height: 800px; overflow: hidden; background: #f5f5f7; color: #1d1d1f; }
+      .stage { min-height: calc(800px - 36px); }
+      #dsh-desktop-titlebar .traffic:hover .tl.close::after,
+      #dsh-desktop-titlebar .traffic:hover .tl.min::after,
+      #dsh-desktop-titlebar .traffic:hover .tl.zoom::after { opacity: 1; }
+      #dsh-desktop-titlebar .tl.close::after { content: "×"; opacity: 1; }
+      #dsh-desktop-titlebar .tl.min::after { content: "–"; opacity: 1; }
+      #dsh-desktop-titlebar .tl.zoom::after { content: "+"; opacity: 1; }
+    </style>
+  </head>
+  <body>
+    <header id="dsh-desktop-titlebar">
+      <button class="more open" type="button">•••</button>
+      <div class="menu open">
+        <button type="button">重新启动</button>
+        <button type="button">在浏览器中打开</button>
+      </div>
+      <div class="drag"></div>
+      <div class="traffic">
+        <button class="tl min"></button>
+        <button class="tl zoom"></button>
+        <button class="tl close"></button>
+      </div>
+    </header>
+    <main class="stage">
+      <section class="hero">
+        <img class="mark" src="../../../ui/icon.png" alt="" />
+        <h1>DeepSeek Harness</h1>
+        <p id="status">已连接到本地 dsh web</p>
+      </section>
+    </main>
+  </body>
+</html>
diff --git a/docs/screenshots/src/session.html b/docs/screenshots/src/session.html
new file mode 100644
index 0000000..3fa349d
--- /dev/null
+++ b/docs/screenshots/src/session.html
@@ -0,0 +1,135 @@
+<!doctype html>
+<html lang="zh-CN" class="dsh-desktop-offset">
+  <head>
+    <meta charset="utf-8" />
+    <title>新会话</title>
+    <link rel="stylesheet" href="chrome.css" />
+    <style>
+      :root {
+        --bg: #f6f6f8;
+        --sidebar: #efeff2;
+        --text: #1d1d1f;
+        --muted: #86868b;
+        --line: rgba(0,0,0,0.06);
+        --accent: #0071e3;
+        --card: #ffffff;
+      }
+      html, body {
+        margin: 0; width: 1280px; height: 800px; overflow: hidden;
+        background: var(--bg); color: var(--text);
+        font-family: -apple-system, BlinkMacSystemFont, "SF Pro Text", "PingFang SC", "Noto Sans SC", system-ui, sans-serif;
+        -webkit-font-smoothing: antialiased;
+      }
+      .shell {
+        display: grid;
+        grid-template-columns: 248px 1fr;
+        height: calc(800px - 36px);
+      }
+      .sidebar {
+        background: var(--sidebar);
+        border-right: 0.5px solid var(--line);
+        padding: 16px 12px 18px;
+        display: flex; flex-direction: column; gap: 14px;
+      }
+      .brand {
+        display: flex; align-items: center; gap: 10px;
+        padding: 4px 8px 8px;
+        font-weight: 600; font-size: 13px;
+      }
+      .brand img { width: 22px; height: 22px; border-radius: 6px; }
+      .new-session {
+        height: 34px; border: 0; border-radius: 10px;
+        background: var(--card); color: var(--text);
+        font: 600 13px/1 inherit; box-shadow: 0 1px 2px rgba(0,0,0,0.04);
+        display: flex; align-items: center; justify-content: center; gap: 6px;
+      }
+      .section-label {
+        margin: 8px 8px 4px; font-size: 11px; color: var(--muted); letter-spacing: 0.04em;
+      }
+      .session {
+        padding: 8px 10px; border-radius: 8px; font-size: 13px;
+        background: rgba(255,255,255,0.7);
+      }
+      .session small { display: block; color: var(--muted); font-size: 11px; margin-top: 2px; }
+      .main {
+        display: flex; flex-direction: column; min-width: 0;
+        background: var(--bg);
+      }
+      .hero {
+        flex: 1; display: flex; flex-direction: column;
+        align-items: center; justify-content: center; gap: 10px;
+        padding-bottom: 40px;
+      }
+      .hero .mark {
+        width: 56px; height: 56px; border-radius: 14px; margin-bottom: 8px;
+      }
+      .hero h1 { margin: 0; font-size: 28px; font-weight: 600; letter-spacing: -0.03em; }
+      .badge {
+        font-size: 11px; color: var(--muted); background: rgba(0,0,0,0.04);
+        padding: 2px 8px; border-radius: 999px;
+      }
+      .hint { color: var(--muted); font-size: 13px; margin: 0; }
+      .composer {
+        margin: 0 28px 22px; background: var(--card);
+        border: 0.5px solid var(--line); border-radius: 16px;
+        min-height: 92px; padding: 14px 16px 12px;
+        display: flex; flex-direction: column; justify-content: space-between;
+        box-shadow: 0 8px 28px rgba(0,0,0,0.04);
+      }
+      .placeholder { color: #aeaeb2; font-size: 14px; }
+      .tools { display: flex; justify-content: space-between; align-items: center; }
+      .chips { display: flex; gap: 8px; color: var(--muted); font-size: 12px; }
+      .chip {
+        border: 0.5px solid var(--line); border-radius: 999px; padding: 4px 10px; background: #fff;
+      }
+      .send {
+        width: 28px; height: 28px; border-radius: 50%; background: var(--accent); color: #fff;
+        display: grid; place-items: center; font-size: 14px;
+      }
+    </style>
+  </head>
+  <body>
+    <header id="dsh-desktop-titlebar">
+      <button class="more" type="button">•••</button>
+      <div class="menu"></div>
+      <div class="drag"></div>
+      <div class="traffic">
+        <button class="tl min"></button>
+        <button class="tl zoom"></button>
+        <button class="tl close"></button>
+      </div>
+    </header>
+    <div class="shell">
+      <aside class="sidebar">
+        <div class="brand">
+          <img src="../../../ui/icon.png" alt="" />
+          DeepSeek Harness
+        </div>
+        <div class="new-session">＋ 新会话</div>
+        <div class="section-label">工作区</div>
+        <div class="session">
+          新会话
+          <small>锚定式标准（实验）</small>
+        </div>
+      </aside>
+      <section class="main">
+        <div class="hero">
+          <img class="mark" src="../../../ui/icon.png" alt="" />
+          <h1>探索未至之境</h1>
+          <span class="badge">预览版</span>
+          <p class="hint">官方 WebUI 运行在原生窗口中，凭据仍保存在 ~/.dsh</p>
+        </div>
+        <div class="composer">
+          <div class="placeholder">给 Harness 发送消息</div>
+          <div class="tools">
+            <div class="chips">
+              <span class="chip">锚定式标准（实验）</span>
+              <span class="chip">工作区</span>
+            </div>
+            <div class="send">↑</div>
+          </div>
+        </div>
+      </section>
+    </div>
+  </body>
+</html>
diff --git a/docs/screenshots/src/splash.html b/docs/screenshots/src/splash.html
new file mode 100644
index 0000000..6942eb2
--- /dev/null
+++ b/docs/screenshots/src/splash.html
@@ -0,0 +1,34 @@
+<!doctype html>
+<html lang="zh-CN" class="dsh-desktop-offset">
+  <head>
+    <meta charset="utf-8" />
+    <title>启动页</title>
+    <link rel="stylesheet" href="../../../ui/styles.css" />
+    <link rel="stylesheet" href="chrome.css" />
+    <style>
+      :root { color-scheme: light; --bg: #f5f5f7; --text: #1d1d1f; --muted: #86868b; }
+      html, body { width: 1280px; height: 800px; overflow: hidden; background: #f5f5f7; color: #1d1d1f; }
+      .stage { min-height: calc(800px - 36px); padding-top: 48px; }
+    </style>
+  </head>
+  <body>
+    <header id="dsh-desktop-titlebar">
+      <button class="more" type="button">•••</button>
+      <div class="menu"></div>
+      <div class="drag"></div>
+      <div class="traffic">
+        <button class="tl min"></button>
+        <button class="tl zoom"></button>
+        <button class="tl close"></button>
+      </div>
+    </header>
+    <main class="stage">
+      <section class="hero">
+        <img class="mark" src="../../../ui/icon.png" alt="" />
+        <h1>DeepSeek Harness</h1>
+        <p id="status">正在启动官方 WebUI…</p>
+        <div class="ring" aria-hidden="true"></div>
+      </section>
+    </main>
+  </body>
+</html>
diff --git a/docs/screenshots/src/vision.html b/docs/screenshots/src/vision.html
new file mode 100644
index 0000000..a7f44ef
--- /dev/null
+++ b/docs/screenshots/src/vision.html
@@ -0,0 +1,115 @@
+<!doctype html>
+<html lang="zh-CN" class="dsh-desktop-offset">
+  <head>
+    <meta charset="utf-8" />
+    <title>视觉模型</title>
+    <link rel="stylesheet" href="chrome.css" />
+    <style>
+      :root {
+        --bg: #f6f6f8;
+        --sidebar: #efeff2;
+        --text: #1d1d1f;
+        --muted: #86868b;
+        --line: rgba(0,0,0,0.08);
+        --accent: #0071e3;
+        --card: #ffffff;
+        --ok: #248a3d;
+      }
+      html, body {
+        margin: 0; width: 1280px; height: 800px; overflow: hidden;
+        background: var(--bg); color: var(--text);
+        font-family: -apple-system, BlinkMacSystemFont, "SF Pro Text", "PingFang SC", "Noto Sans SC", system-ui, sans-serif;
+        -webkit-font-smoothing: antialiased;
+      }
+      .shell {
+        display: grid;
+        grid-template-columns: 220px 1fr;
+        height: calc(800px - 36px);
+      }
+      .nav {
+        background: var(--sidebar);
+        border-right: 0.5px solid var(--line);
+        padding: 22px 12px;
+      }
+      .nav h2 { margin: 0 10px 16px; font-size: 18px; font-weight: 600; }
+      .nav a {
+        display: block; padding: 8px 12px; border-radius: 8px;
+        color: var(--text); text-decoration: none; font-size: 13px;
+      }
+      .nav a.active { background: #fff; font-weight: 600; }
+      .nav a.muted { color: var(--muted); }
+      .content { padding: 28px 40px; overflow: hidden; }
+      .content h1 { margin: 0 0 6px; font-size: 22px; font-weight: 600; }
+      .lead { margin: 0 0 22px; color: var(--muted); font-size: 13px; }
+      .dshdv { width: 100%; max-width: 640px; display: flex; flex-direction: column; gap: 14px; }
+      .dshdv h3 { margin: 0; font-size: 15px; font-weight: 600; line-height: 22px; }
+      .dshdv p { margin: 0; color: var(--muted); font-size: 13px; line-height: 20px; }
+      .dshdv label { display: flex; flex-direction: column; gap: 6px; font-size: 12px; color: #6e6e73; }
+      .dshdv .head { display: flex; align-items: center; justify-content: space-between; gap: 12px; }
+      .dshdv a { color: var(--accent); text-decoration: none; font-size: 12px; }
+      .dshdv input, .dshdv select {
+        height: 36px; border: 1px solid var(--line); background: var(--card);
+        color: var(--text); border-radius: 8px; padding: 0 12px; font: inherit;
+      }
+      .dshdv button {
+        align-self: flex-start; height: 32px; padding: 0 14px; border: 0;
+        border-radius: 8px; background: var(--accent); color: #fff; font: inherit;
+      }
+      .dshdv .ok { color: var(--ok); }
+    </style>
+  </head>
+  <body>
+    <header id="dsh-desktop-titlebar">
+      <button class="more" type="button">•••</button>
+      <div class="menu"></div>
+      <div class="drag"></div>
+      <div class="traffic">
+        <button class="tl min"></button>
+        <button class="tl zoom"></button>
+        <button class="tl close"></button>
+      </div>
+    </header>
+    <div class="shell">
+      <nav class="nav">
+        <h2>设置</h2>
+        <a class="muted" href="#">通用</a>
+        <a class="muted" href="#">模型</a>
+        <a class="active" href="#">视觉模型</a>
+        <a class="muted" href="#">插件</a>
+        <a class="muted" href="#">技能</a>
+      </nav>
+      <section class="content">
+        <h1>视觉模型</h1>
+        <p class="lead">内置插件 dsh-desktop-vision · 写入 ~/.modlens/config.json</p>
+        <div class="dshdv">
+          <h3>ModLens 视觉模型</h3>
+          <p>纯文本对话模型读图时使用这里的引擎。已声明视觉能力的模型（如 Qwen）不会走这条桥。</p>
+          <label>
+            引擎
+            <select>
+              <option selected>OpenAI 兼容</option>
+              <option>Gemini API</option>
+              <option>Anthropic</option>
+              <option>Antigravity CLI</option>
+              <option>Claude CLI</option>
+            </select>
+          </label>
+          <label>
+            接口地址
+            <input value="https://api.openai.com/v1" />
+          </label>
+          <label>
+            <span class="head">API 密钥 <a href="#">获取 API</a></span>
+            <input type="password" value="sk-••••••••••••••••" />
+          </label>
+          <label>
+            视觉模型
+            <input value="" placeholder="例如 gpt-4o" />
+          </label>
+          <button type="button">保存</button>
+          <p class="ok">已保存</p>
+        </div>
+      </section>
+    </div>
+  </body>
+</html>
diff --git a/docs/screenshots/vision.png b/docs/screenshots/vision.png
new file mode 100644
index 0000000..febfe35
Binary files /dev/null and b/docs/screenshots/vision.png differ
diff --git a/flatpak/io.github.tommyfang.DshDesktop.yml b/flatpak/io.github.tommyfang.DshDesktop.yml
new file mode 100644
index 0000000..f109c1d
--- /dev/null
+++ b/flatpak/io.github.tommyfang.DshDesktop.yml
@@ -0,0 +1,97 @@
+app-id: io.github.tommyfang.DshDesktop
+runtime: org.gnome.Platform
+runtime-version: '47'
+sdk: org.gnome.Sdk
+sdk-extensions:
+  - org.freedesktop.Sdk.Extension.node24
+  - org.freedesktop.Sdk.Extension.rust-stable
+command: dsh-desktop
+
+finish-args:
+  - --device=dri
+  - --share=ipc
+  - --socket=fallback-x11
+  - --socket=wayland
+  - --share=network
+  - --filesystem=host
+  - --filesystem=xdg-download
+  - --talk-name=org.freedesktop.Notifications
+  - --talk-name=org.freedesktop.portal.Desktop
+  - --talk-name=org.a11y.Bus
+  - --talk-name=org.freedesktop.Flatpak
+
+cleanup:
+  - /include
+  - /lib/pkgconfig
+  - /share/man
+  - '*.a'
+  - '*.la'
+
+modules:
+  - name: dsh-runtime
+    buildsystem: simple
+    build-commands:
+      - mkdir -p ${FLATPAK_DEST}/bin
+      - cp -a /usr/lib/sdk/node24 ${FLATPAK_DEST}/node24
+      - ln -sf ../node24/bin/node ${FLATPAK_DEST}/bin/node
+      - ln -sf ../node24/bin/npm ${FLATPAK_DEST}/bin/npm
+      - ln -sf ../node24/bin/npx ${FLATPAK_DEST}/bin/npx
+      - cp -a . ${FLATPAK_DEST}/
+    sources:
+      - type: dir
+        path: ../vendor/dsh-prefix
+
+  - name: dsh-desktop
+    buildsystem: simple
+    build-options:
+      append-path: /usr/lib/sdk/rust-stable/bin
+      env:
+        CARGO_HOME: /run/build/dsh-desktop/cargo
+      build-args:
+        - --share=network
+    build-commands:
+      - cargo build --release --locked --offline || cargo build --release
+      - install -Dm755 target/release/dsh-desktop ${FLATPAK_DEST}/bin/dsh-desktop
+      - mkdir -p ${FLATPAK_DEST}/share/dsh-desktop/vision
+      - cp -a plugins/dsh-desktop-vision/. ${FLATPAK_DEST}/share/dsh-desktop/vision
+      - install -Dm644 data/applications/io.github.tommyfang.DshDesktop.desktop ${FLATPAK_DEST}/share/applications/io.github.tommyfang.DshDesktop.desktop
+      - install -Dm644 data/metainfo/io.github.tommyfang.DshDesktop.metainfo.xml ${FLATPAK_DEST}/share/metainfo/io.github.tommyfang.DshDesktop.metainfo.xml
+      - for size in 16 24 32 48 64 128 256 512; do install -Dm644 data/icons/hicolor/${size}x${size}/apps/io.github.tommyfang.DshDesktop.png ${FLATPAK_DEST}/share/icons/hicolor/${size}x${size}/apps/io.github.tommyfang.DshDesktop.png; done
+    sources:
+      - type: dir
+        path: ..
+        skip:
+          - .flatpak-build
+          - .flatpak-builder
+          - .flatpak-repo
+          - dist
+          - vendor
+          - .git
+          - target
+
+  - name: modlens-plugin
+    buildsystem: simple
+    build-commands:
+      - mkdir -p ${FLATPAK_DEST}/share/dsh-desktop/modlens
+      - cp -a . ${FLATPAK_DEST}/share/dsh-desktop/modlens
+    sources:
+      - type: dir
+        path: ../vendor/modlens
+
+  - name: anchored-standard-preset
+    buildsystem: simple
+    build-commands:
+      - mkdir -p ${FLATPAK_DEST}/share/dsh-desktop/anchored-standard
+      - cp -a . ${FLATPAK_DEST}/share/dsh-desktop/anchored-standard
+    sources:
+      - type: dir
+        path: ../vendor/anchored-standard
+
+  - name: zero-anchored-standard-preset
+    buildsystem: simple
+    build-commands:
+      - mkdir -p ${FLATPAK_DEST}/share/dsh-desktop/zero-anchored-standard
+      - cp -a . ${FLATPAK_DEST}/share/dsh-desktop/zero-anchored-standard
+    sources:
+      - type: dir
+        path: ../vendor/zero-anchored-standard
diff --git a/plugins/dsh-desktop-vision/client.js b/plugins/dsh-desktop-vision/client.js
new file mode 100644
index 0000000..cef399d
--- /dev/null
+++ b/plugins/dsh-desktop-vision/client.js
@@ -0,0 +1,209 @@
+window.__ModuleLoader__.load({
+  id: 'dsh-desktop-vision',
+  factory: (require) => {
+    var module = { exports: {} }
+    var exports = module.exports
+    var React = require('react')
+    var jsx = require('react/jsx-runtime')
+
+    var css = [
+      '.dshdv{width:100%;max-width:640px;display:flex;flex-direction:column;gap:14px;color:var(--dsw-alias-label-primary)}',
+      '.dshdv h3{margin:0;font-size:15px;font-weight:600;line-height:22px}',
+      '.dshdv p{margin:0;color:var(--dsw-alias-label-tertiary);font-size:13px;line-height:20px}',
+      '.dshdv label{display:flex;flex-direction:column;gap:6px;font-size:12px;color:var(--dsw-alias-label-secondary)}',
+      '.dshdv .head{display:flex;align-items:center;justify-content:space-between;gap:12px}',
+      '.dshdv a{color:var(--dsw-alias-state-business-primary);text-decoration:none;font-size:12px;line-height:18px}',
+      '.dshdv a:hover{text-decoration:underline}',
+      '.dshdv input,.dshdv select{height:36px;border:1px solid var(--dsw-alias-border-l2);background:var(--dsw-alias-bg-layer-1);color:var(--dsw-alias-label-primary);border-radius:8px;padding:0 12px;font:inherit}',
+      '.dshdv input:focus,.dshdv select:focus{outline:none;border-color:var(--dsw-alias-state-business-primary)}',
+      '.dshdv button{align-self:flex-start;height:32px;padding:0 14px;border:0;border-radius:8px;background:var(--dsw-alias-state-business-primary);color:#fff;font:inherit;cursor:pointer}',
+      '.dshdv button:disabled{opacity:.55;cursor:default}',
+      '.dshdv .ok{color:var(--dsw-alias-state-success-primary)}',
+      '.dshdv .err{color:var(--dsw-alias-state-error-primary)}',
+    ].join('')
+
+    function ensureCss() {
+      if (typeof document === 'undefined') return
+      if (document.querySelector('style[data-plugin-css="dsh-desktop-vision"]')) return
+      var tag = document.createElement('style')
+      tag.dataset.pluginCss = 'dsh-desktop-vision'
+      tag.textContent = css
+      document.head.appendChild(tag)
+    }
+
+    function remote(provider) {
+      var q = provider ? '?provider=' + encodeURIComponent(provider) : ''
+      return fetch('/dsh-desktop/modlens' + q).then(function (res) {
+        if (!res.ok) throw new Error('load failed ' + res.status)
+        return res.json()
+      })
+    }
+
+    function VisionSettings() {
+      ensureCss()
+      var state = React.useState({ status: 'loading' })
+      var snap = state[0]
+      var setSnap = state[1]
+      React.useEffect(function () {
+        var live = true
+        remote()
+          .then(function (form) {
+            if (live) setSnap({ status: 'ready', form: form, message: '' })
+          })
+          .catch(function (error) {
+            if (live) setSnap({ status: 'error', message: String(error.message || error) })
+          })
+        return function () {
+          live = false
+        }
+      }, [])
+
+      function patch(field, value) {
+        setSnap(function (cur) {
+          if (cur.status !== 'ready') return cur
+          return { status: 'ready', form: Object.assign({}, cur.form, { [field]: value }), message: '' }
+        })
+      }
+
+      function onProvider(id) {
+        remote(id)
+          .then(function (form) {
+            setSnap({ status: 'ready', form: form, message: '' })
+          })
+          .catch(function () {
+            patch('provider', id)
+          })
+      }
+
+      function save() {
+        if (snap.status !== 'ready' || snap.saving) return
+        setSnap(Object.assign({}, snap, { saving: true, message: '' }))
+        fetch('/dsh-desktop/modlens', {
+          method: 'PUT',
+          headers: { 'content-type': 'application/json' },
+          body: JSON.stringify(snap.form),
+        })
+          .then(function (res) {
+            return res.json().then(function (body) {
+              if (!res.ok) throw new Error(body.error || 'save failed')
+              return body
+            })
+          })
+          .then(function (form) {
+            setSnap({ status: 'ready', form: form, message: '已保存', saving: false })
+          })
+          .catch(function (error) {
+            setSnap(Object.assign({}, snap, { saving: false, message: String(error.message || error) }))
+          })
+      }
+
+      if (snap.status === 'loading') {
+        return jsx.jsx('div', { className: 'dshdv', children: jsx.jsx('p', { children: '正在读取 ModLens 配置…' }) })
+      }
+      if (snap.status === 'error') {
+        return jsx.jsx('div', { className: 'dshdv', children: jsx.jsx('p', { className: 'err', children: snap.message }) })
+      }
+      var form = snap.form
+      var remoteEngine = form.provider === 'openai' || form.provider === 'gemini-api' || form.provider === 'anthropic'
+      var options = form.options || []
+      var current = options.filter(function (item) { return item.id === form.provider })[0]
+      var apiUrl = (current && current.apiUrl) || form.apiUrl || ''
+      var example = (current && current.example) || form.example || ''
+      var getApi = apiUrl
+        ? jsx.jsx('a', { href: apiUrl, children: '获取 API' })
+        : null
+      return jsx.jsxs('div', {
+        className: 'dshdv',
+        children: [
+          jsx.jsx('h3', { children: 'ModLens 视觉模型' }),
+          jsx.jsx('p', {
+            children:
+              '纯文本对话模型读图时使用这里的引擎。已声明视觉能力的模型（如 Qwen）不会走这条桥。',
+          }),
+          jsx.jsxs('label', {
+            children: [
+              '引擎',
+              jsx.jsx('select', {
+                value: form.provider,
+                onChange: function (event) {
+                  onProvider(event.target.value)
+                },
+                children: options.map(function (item) {
+                  return jsx.jsx('option', { value: item.id, children: item.label }, item.id)
+                }),
+              }),
+            ],
+          }),
+          jsx.jsxs('label', {
+            children: [
+              '接口地址',
+              jsx.jsx('input', {
+                value: form.baseUrl || '',
+                disabled: !remoteEngine,
+                placeholder: form.officialBaseUrl || '',
+                onChange: function (event) {
+                  patch('baseUrl', event.target.value)
+                },
+              }),
+            ],
+          }),
+          jsx.jsxs('label', {
+            children: [
+              jsx.jsxs('span', { className: 'head', children: ['API 密钥', getApi] }),
+              jsx.jsx('input', {
+                type: 'password',
+                value: form.apiKey || '',
+                disabled: !remoteEngine,
+                onChange: function (event) {
+                  patch('apiKey', event.target.value)
+                },
+              }),
+            ],
+          }),
+          jsx.jsxs('label', {
+            children: [
+              '视觉模型',
+              jsx.jsx('input', {
+                value: form.model || '',
+                placeholder: example ? '例如 ' + example : '',
+                onChange: function (event) {
+                  patch('model', event.target.value)
+                },
+              }),
+            ],
+          }),
+          jsx.jsx('button', {
+            type: 'button',
+            disabled: !!snap.saving,
+            onClick: save,
+            children: snap.saving ? '保存中…' : '保存',
+          }),
+          snap.message
+            ? jsx.jsx('p', {
+                className: /失败|failed|error/i.test(snap.message) ? 'err' : 'ok',
+                children: snap.message,
+              })
+            : null,
+        ],
+      })
+    }
+
+    function apply(ctx) {
+      ctx.slots.inject('settings.section', function () {
+        return ctx.slots.register(
+          {
+            name: 'settings.section',
+            id: 'modlens-vision',
+            order: 12,
+            label: '视觉模型',
+          },
+          VisionSettings,
+        )
+      })
+    }
+
+    exports.apply = apply
+    exports.inject = ['slots']
+    return module.exports
+  },
+})
diff --git a/plugins/dsh-desktop-vision/cordis.patch.yml b/plugins/dsh-desktop-vision/cordis.patch.yml
new file mode 100644
index 0000000..f10e590
--- /dev/null
+++ b/plugins/dsh-desktop-vision/cordis.patch.yml
@@ -0,0 +1,4 @@
+# Settings page + host route for the ModLens vision engine.
+- insert:
+    - id: dsh-desktop-vision
+      name: dsh-desktop-vision
diff --git a/plugins/dsh-desktop-vision/index.js b/plugins/dsh-desktop-vision/index.js
new file mode 100644
index 0000000..d7e9373
--- /dev/null
+++ b/plugins/dsh-desktop-vision/index.js
@@ -0,0 +1,181 @@
+import { chmodSync, mkdirSync, readFileSync, writeFileSync } from 'node:fs'
+import { homedir } from 'node:os'
+import { dirname, join } from 'node:path'
+
+export const name = 'dsh-desktop-vision'
+export const inject = []
+
+const PROVIDERS = [
+  {
+    id: 'openai',
+    label: 'OpenAI 兼容',
+    baseUrl: 'https://api.openai.com/v1',
+    apiUrl: 'https://platform.openai.com/api-keys',
+    example: 'gpt-4o',
+  },
+  {
+    id: 'gemini-api',
+    label: 'Gemini API',
+    baseUrl: 'https://generativelanguage.googleapis.com',
+    apiUrl: 'https://aistudio.google.com/apikey',
+    example: 'gemini-3.6-flash',
+  },
+  {
+    id: 'anthropic',
+    label: 'Anthropic API',
+    baseUrl: 'https://api.anthropic.com',
+    apiUrl: 'https://console.anthropic.com/settings/keys',
+    example: 'claude-haiku-4-5-20251001',
+  },
+  {
+    id: 'antigravity-cli',
+    label: 'Antigravity CLI（免费）',
+    baseUrl: '',
+    apiUrl: 'https://antigravity.google/',
+    example: 'gemini-3.6-flash-low',
+  },
+  {
+    id: 'claude-cli',
+    label: 'Claude Code 登录',
+    baseUrl: '',
+    apiUrl: 'https://code.claude.com',
+    example: 'haiku',
+  },
+]
+const PROVIDER_IDS = new Set(PROVIDERS.map((item) => item.id))
+
+function providerOf(id) {
+  return PROVIDERS.find((entry) => entry.id === id)
+}
+
+function officialBaseUrl(provider) {
+  const item = providerOf(provider)
+  return item ? item.baseUrl : ''
+}
+
+function officialApiUrl(provider) {
+  const item = providerOf(provider)
+  return item ? item.apiUrl : ''
+}
+
+function officialExample(provider) {
+  const item = providerOf(provider)
+  return item ? item.example : ''
+}
+const FORM_FIELDS = ['apiKey', 'baseUrl', 'model']
+
+function configPath() {
+  const home = process.env.MODLENS_HOME || join(homedir(), '.modlens')
+  return join(home, 'config.json')
+}
+
+function loadConfig() {
+  try {
+    const data = JSON.parse(readFileSync(configPath(), 'utf8'))
+    return data && typeof data === 'object' ? data : {}
+  } catch {
+    return {}
+  }
+}
+
+function formOf(cfg, provider) {
+  const id = PROVIDER_IDS.has(provider) ? provider : 'openai'
+  const entry =
+    cfg.providers && typeof cfg.providers === 'object' && typeof cfg.providers[id] === 'object'
+      ? cfg.providers[id]
+      : {}
+  return {
+    provider: id,
+    apiKey: String(entry.apiKey || ''),
+    baseUrl: String(entry.baseUrl || officialBaseUrl(id)),
+    officialBaseUrl: officialBaseUrl(id),
+    apiUrl: officialApiUrl(id),
+    example: officialExample(id),
+    model: String(entry.model || ''),
+  }
+}
+
+function saveForm(values) {
+  const provider = String(values.provider || 'openai').trim()
+  if (!PROVIDER_IDS.has(provider)) {
+    const error = new Error(`unknown provider: ${provider}`)
+    error.status = 400
+    throw error
+  }
+  const cfg = loadConfig()
+  cfg.provider = provider
+  if (!cfg.providers || typeof cfg.providers !== 'object') cfg.providers = {}
+  if (!cfg.providers[provider] || typeof cfg.providers[provider] !== 'object') {
+    cfg.providers[provider] = {}
+  }
+  const entry = cfg.providers[provider]
+  for (const field of FORM_FIELDS) {
+    const raw = String(values[field] || '').trim()
+    if (raw) entry[field] = raw
+    else delete entry[field]
+  }
+  const path = configPath()
+  mkdirSync(dirname(path), { recursive: true })
+  writeFileSync(path, `${JSON.stringify(cfg, null, 2)}\n`, { encoding: 'utf8' })
+  try {
+    chmodSync(path, 0o600)
+  } catch {
+    // best-effort; some filesystems ignore mode
+  }
+  return formOf(cfg, provider)
+}
+
+async function readJsonBody(req) {
+  const chunks = []
+  for await (const chunk of req) chunks.push(chunk)
+  const raw = Buffer.concat(chunks).toString('utf8').trim()
+  if (!raw) return {}
+  return JSON.parse(raw)
+}
+
+function json(res, status, body) {
+  res.writeHead(status, { 'content-type': 'application/json; charset=utf-8' })
+  res.end(JSON.stringify(body))
+}
+
+export function apply(ctx) {
+  if (typeof ctx.inject !== 'function') return
+  ctx.inject(['webServer'], (scope) => {
+    try {
+      scope.webServer.register({
+        name: 'dsh-desktop-modlens',
+        kind: 'exact',
+        path: '/dsh-desktop/modlens',
+        handler: async (req, res) => {
+          try {
+            if (req.method === 'GET') {
+              const cfg = loadConfig()
+              const provider = new URL(req.url, 'http://localhost').searchParams.get('provider')
+              json(res, 200, {
+                ...formOf(cfg, provider || cfg.provider || 'openai'),
+                options: PROVIDERS.map((item) => ({
+                  id: item.id,
+                  label: item.label,
+                  officialBaseUrl: item.baseUrl,
+                  apiUrl: item.apiUrl,
+                  example: item.example,
+                })),
+              })
+              return
+            }
+            if (req.method === 'PUT' || req.method === 'POST') {
+              const body = await readJsonBody(req)
+              json(res, 200, { ...saveForm(body), saved: true })
+              return
+            }
+            res.writeHead(405).end()
+          } catch (error) {
+            json(res, error.status || 500, { error: String(error?.message || error) })
+          }
+        },
+      })
+    } catch (error) {
+      console.error(`[dsh-desktop-vision] config route skipped: ${error}`)
+    }
+  })
+}
diff --git a/plugins/dsh-desktop-vision/package.json b/plugins/dsh-desktop-vision/package.json
new file mode 100644
index 0000000..b08ae21
--- /dev/null
+++ b/plugins/dsh-desktop-vision/package.json
@@ -0,0 +1,23 @@
+{
+  "name": "dsh-desktop-vision",
+  "version": "0.1.4",
+  "private": true,
+  "type": "module",
+  "exports": {
+    ".": "./index.js",
+    "./client": "./client.js",
+    "./package.json": "./package.json"
+  },
+  "dsh": {
+    "bundle": {
+      "patch": "./cordis.patch.yml"
+    },
+    "client": {
+      "inject": [
+        "@deepseek-ai/dsh-client-ui-settings"
+      ],
+      "platform": "web",
+      "immediately": true
+    }
+  }
+}
diff --git a/scripts/capture-screenshots.sh b/scripts/capture-screenshots.sh
new file mode 100755
index 0000000..f830edf
--- /dev/null
+++ b/scripts/capture-screenshots.sh
@@ -0,0 +1,29 @@
+#!/usr/bin/env bash
+set -euo pipefail
+ROOT="$(cd "$(dirname "$0")/.." && pwd)"
+OUT="$ROOT/docs/screenshots"
+SRC="$OUT/src"
+CHROME="${CHROME:-google-chrome}"
+
+capture() {
+  local name="$1"
+  local html="$2"
+  "$CHROME" \
+    --headless=new \
+    --disable-gpu \
+    --no-sandbox \
+    --hide-scrollbars \
+    --force-device-scale-factor=2 \
+    --window-size=1280,800 \
+    --default-background-color=00000000 \
+    --screenshot="$OUT/$name.png" \
+    "file://$html"
+  echo "wrote $OUT/$name.png"
+}
+
+mkdir -p "$OUT"
+capture splash "$SRC/splash.html"
+capture session "$SRC/session.html"
+capture vision "$SRC/vision.html"
+capture menu "$SRC/menu.html"
+cp -f "$ROOT/ui/icon.png" "$OUT/icon.png"
diff --git a/scripts/localize_preset.py b/scripts/localize_preset.py
new file mode 100755
index 0000000..ec4a9ba
--- /dev/null
+++ b/scripts/localize_preset.py
@@ -0,0 +1,58 @@
+#!/usr/bin/env python3
+"""Localize vendored anchored-standard preset.yml files (used by make vendor)."""
+
+from __future__ import annotations
+
+import json
+import re
+import sys
+from pathlib import Path
+
+PRESET_NAME_ZH = "锚定式标准（实验）"
+PRESET_DESCRIPTION_ZH = (
+    "首轮使用 Minimal 的真实工具对（持久 bash + str_replace_editor），"
+    "不自动注入工作区或技能上下文；首次工具调用或回复后开放完整 Standard 工具。"
+)
+ZERO_PRESET_NAME_ZH = "零工具锚定式标准（实验）"
+ZERO_PRESET_DESCRIPTION_ZH = (
+    "先插入一轮无工具的锚定对话（固定提示），从下一轮起开放完整 Standard 工具。"
+)
+
+
+def localize_preset_yml(text: str, name: str, description: str) -> str:
+    body = text.replace("\r\n", "\n")
+    if not body.endswith("\n"):
+        body += "\n"
+    name_line = f"name: {json.dumps(name, ensure_ascii=False)}\n"
+    desc_line = f"description: {json.dumps(description, ensure_ascii=False)}\n"
+    name_match = re.search(r"(?m)^name:.*\n", body)
+    if name_match:
+        body = body[: name_match.start()] + name_line + body[name_match.end() :]
+    else:
+        body = name_line + body
+    desc_match = re.search(r"(?m)^description:(?:[ \t].*)?\n(?:[ \t].+\n)*", body)
+    if desc_match:
+        return body[: desc_match.start()] + desc_line + body[desc_match.end() :]
+    name_written = re.search(r"(?m)^name:.*\n", body)
+    if name_written:
+        return body[: name_written.end()] + desc_line + body[name_written.end() :]
+    return desc_line + body
+
+
+def main(argv: list[str]) -> int:
+    if len(argv) < 2:
+        print("usage: localize_preset.py <preset.yml> [zero]", file=sys.stderr)
+        return 2
+    path = Path(argv[1])
+    zero = len(argv) > 2 and argv[2] == "zero"
+    name = ZERO_PRESET_NAME_ZH if zero else PRESET_NAME_ZH
+    description = ZERO_PRESET_DESCRIPTION_ZH if zero else PRESET_DESCRIPTION_ZH
+    path.write_text(
+        localize_preset_yml(path.read_text(encoding="utf-8"), name, description),
+        encoding="utf-8",
+    )
+    return 0
+
+
+if __name__ == "__main__":
+    raise SystemExit(main(sys.argv))
diff --git a/scripts/vendor-native.sh b/scripts/vendor-native.sh
new file mode 100755
index 0000000..340063e
--- /dev/null
+++ b/scripts/vendor-native.sh
@@ -0,0 +1,48 @@
+#!/usr/bin/env bash
+# Fetch ModLens + Anchored Standard into vendor/ for Tauri resource bundling.
+# Does not vendor @deepseek-ai/dsh (that is Flatpak-only; see `make vendor`).
+set -euo pipefail
+
+ROOT="$(cd "$(dirname "$0")/.." && pwd)"
+cd "$ROOT"
+
+MODLENS_VERSION="${MODLENS_VERSION:-3.16.6}"
+ANCHORED_COMMIT="${ANCHORED_COMMIT:-ffb845c5480adc953392a6db6f8a98ede621174b}"
+ANCHORED_REPO="${ANCHORED_REPO:-https://github.com/xiaobright/dsh-anchored-standard.git}"
+if [ -z "${PYTHON:-}" ]; then
+  if command -v python3 >/dev/null 2>&1; then
+    PYTHON=python3
+  else
+    PYTHON=python
+  fi
+fi
+
+ANCHORED_DIR="vendor/anchored-standard"
+ZERO_DIR="vendor/zero-anchored-standard"
+MODLENS_DIR="vendor/modlens"
+
+rm -rf vendor/.anchored-src "$ANCHORED_DIR" "$ZERO_DIR"
+mkdir -p vendor/.anchored-src
+git -C vendor/.anchored-src init --initial-branch=main
+git -C vendor/.anchored-src remote add origin "$ANCHORED_REPO"
+git -C vendor/.anchored-src fetch --depth 1 origin "$ANCHORED_COMMIT"
+git -C vendor/.anchored-src checkout --detach FETCH_HEAD
+mkdir -p "$ANCHORED_DIR" "$ZERO_DIR"
+cp -R vendor/.anchored-src/preset/. "$ANCHORED_DIR/"
+cp -R vendor/.anchored-src/zero-anchored-standard/. "$ZERO_DIR/"
+cp vendor/.anchored-src/LICENSE vendor/.anchored-src/NOTICE "$ANCHORED_DIR/"
+cp vendor/.anchored-src/LICENSE vendor/.anchored-src/NOTICE "$ZERO_DIR/"
+printf '%s\n' "$ANCHORED_COMMIT" > "$ANCHORED_DIR/.dsh-desktop-source"
+printf '%s\n' "$ANCHORED_COMMIT" > "$ZERO_DIR/.dsh-desktop-source"
+"$PYTHON" scripts/localize_preset.py "$ANCHORED_DIR/preset.yml"
+"$PYTHON" scripts/localize_preset.py "$ZERO_DIR/preset.yml" zero
+rm -rf vendor/.anchored-src
+
+rm -rf "$MODLENS_DIR"
+mkdir -p "$MODLENS_DIR"
+npm install --prefix "$MODLENS_DIR" --prefer-offline --no-audit --no-fund "@liustack/modlens@${MODLENS_VERSION}"
+
+test -f "$ANCHORED_DIR/preset.yml"
+test -f "$ZERO_DIR/preset.yml"
+test -d "$MODLENS_DIR/node_modules/@liustack/modlens"
+echo "vendored ModLens ${MODLENS_VERSION} and Anchored Standard ${ANCHORED_COMMIT}"
diff --git a/src-tauri/Cargo.toml b/src-tauri/Cargo.toml
new file mode 100644
index 0000000..868247a
--- /dev/null
+++ b/src-tauri/Cargo.toml
@@ -0,0 +1,32 @@
+[package]
+name = "dsh-desktop"
+version.workspace = true
+edition.workspace = true
+license.workspace = true
+authors.workspace = true
+description = "Tauri desktop shell for DeepSeek Harness"
+
+[lib]
+name = "dsh_desktop_lib"
+crate-type = ["lib", "cdylib", "staticlib"]
+
+[[bin]]
+name = "dsh-desktop"
+path = "src/main.rs"
+
+[build-dependencies]
+tauri-build = { version = "2", features = [] }
+
+[dependencies]
+dsh-core = { path = "../crates/dsh-core" }
+tauri = { version = "2", features = ["devtools"] }
+tauri-plugin-opener = "2"
+tauri-plugin-single-instance = "2"
+serde = { version = "1", features = ["derive"] }
+serde_json = "1"
+arboard = "3"
+image = { version = "0.25", default-features = false, features = ["png"] }
+open = "5"
+url = "2"
+log = "0.4"
+env_logger = "0.11"
diff --git a/src-tauri/build.rs b/src-tauri/build.rs
new file mode 100644
index 0000000..d860e1e
--- /dev/null
+++ b/src-tauri/build.rs
@@ -0,0 +1,3 @@
+fn main() {
+    tauri_build::build()
+}
diff --git a/src-tauri/capabilities/default.json b/src-tauri/capabilities/default.json
new file mode 100644
index 0000000..091a6a1
--- /dev/null
+++ b/src-tauri/capabilities/default.json
@@ -0,0 +1,18 @@
+{
+  "$schema": "../gen/schemas/desktop-schema.json",
+  "identifier": "default",
+  "description": "Main window, including the embedded dsh WebUI",
+  "windows": ["main"],
+  "remote": {
+    "urls": ["http://127.0.0.1:*", "http://localhost:*"]
+  },
+  "permissions": [
+    "core:default",
+    "core:window:allow-close",
+    "core:window:allow-minimize",
+    "core:window:allow-toggle-maximize",
+    "core:window:allow-start-dragging",
+    "core:webview:allow-internal-toggle-devtools",
+    "opener:default"
+  ]
+}
diff --git a/src-tauri/icons/128x128.png b/src-tauri/icons/128x128.png
new file mode 100644
index 0000000..cbd5f2e
Binary files /dev/null and b/src-tauri/icons/128x128.png differ
diff --git a/src-tauri/icons/128x128@2x.png b/src-tauri/icons/128x128@2x.png
new file mode 100644
index 0000000..f7de92a
Binary files /dev/null and b/src-tauri/icons/128x128@2x.png differ
diff --git a/src-tauri/icons/32x32.png b/src-tauri/icons/32x32.png
new file mode 100644
index 0000000..4c45497
Binary files /dev/null and b/src-tauri/icons/32x32.png differ
diff --git a/src-tauri/icons/64x64.png b/src-tauri/icons/64x64.png
new file mode 100644
index 0000000..22c9449
Binary files /dev/null and b/src-tauri/icons/64x64.png differ
diff --git a/src-tauri/icons/icon.icns b/src-tauri/icons/icon.icns
new file mode 100644
index 0000000..aa92b6c
Binary files /dev/null and b/src-tauri/icons/icon.icns differ
diff --git a/src-tauri/icons/icon.ico b/src-tauri/icons/icon.ico
new file mode 100644
index 0000000..1b88e9d
Binary files /dev/null and b/src-tauri/icons/icon.ico differ
diff --git a/src-tauri/icons/icon.png b/src-tauri/icons/icon.png
new file mode 100644
index 0000000..881267b
Binary files /dev/null and b/src-tauri/icons/icon.png differ
diff --git a/src-tauri/linux/dsh-desktop.desktop b/src-tauri/linux/dsh-desktop.desktop
new file mode 100644
index 0000000..fb529f8
--- /dev/null
+++ b/src-tauri/linux/dsh-desktop.desktop
@@ -0,0 +1,15 @@
+[Desktop Entry]
+Categories={{categories}}
+Comment={{comment}}
+Comment[zh_CN]=在原生桌面窗口中运行 DeepSeek Harness
+Exec={{exec}}
+GenericName=AI Agent Harness
+GenericName[zh_CN]=AI 智能体工作台
+Icon={{icon}}
+Keywords=AI;DeepSeek;agent;harness;dsh;assistant;
+Name={{name}}
+Name[zh_CN]=DeepSeek Harness
+StartupNotify=true
+StartupWMClass=io.github.tommyfang.DshDesktop
+Terminal=false
+Type=Application
diff --git a/src-tauri/src/lib.rs b/src-tauri/src/lib.rs
new file mode 100644
index 0000000..d4ce39a
--- /dev/null
+++ b/src-tauri/src/lib.rs
@@ -0,0 +1,383 @@
+use std::io::Cursor;
+use std::path::PathBuf;
+use std::sync::{Arc, Mutex};
+use std::thread;
+use std::time::{Duration, Instant};
+
+use dsh_core::clipboard::{
+    file_from_bytes, filename_for_mime, files_from_paths, parse_uri_list, ClipboardFile,
+};
+use dsh_core::launcher::{DshLauncher, DshProcess, URL_TIMEOUT_SECONDS};
+use dsh_core::modlens::ensure_modlens;
+use dsh_core::paths::BundledPaths;
+use dsh_core::preset::ensure_anchored_standard;
+use dsh_core::updater::{mark_update_checked, update_check_due, update_dsh};
+use dsh_core::{APP_NAME, ENV_NO_UPDATE};
+use serde::Serialize;
+use tauri::{AppHandle, Emitter, Manager, WebviewUrl, WebviewWindowBuilder};
+use url::Url;
+
+const INJECT: &str = concat!(
+    include_str!("../../ui/inject/ingest.js"),
+    include_str!("../../ui/inject/hide-twins.js"),
+    include_str!("../../ui/inject/chrome.js"),
+);
+
+#[derive(Clone, Debug)]
+pub struct Args {
+    pub dsh: Option<String>,
+    pub cwd: Option<PathBuf>,
+    pub no_update: bool,
+    pub force_update: bool,
+    pub dev: bool,
+    pub verbose: bool,
+}
+
+impl Args {
+    pub fn parse() -> Self {
+        let mut args = Args {
+            dsh: std::env::var(dsh_core::ENV_BIN_OVERRIDE).ok().filter(|s| !s.is_empty()),
+            cwd: std::env::var(dsh_core::ENV_CWD_OVERRIDE)
+                .ok()
+                .filter(|s| !s.is_empty())
+                .map(PathBuf::from),
+            no_update: std::env::var(ENV_NO_UPDATE)
+                .map(|v| matches!(v.to_ascii_lowercase().as_str(), "1" | "true" | "yes"))
+                .unwrap_or(false),
+            force_update: false,
+            dev: false,
+            verbose: false,
+        };
+        let mut argv = std::env::args().skip(1);
+        while let Some(arg) = argv.next() {
+            match arg.as_str() {
+                "--dsh" => args.dsh = argv.next(),
+                "--cwd" => args.cwd = argv.next().map(PathBuf::from),
+                "--no-update" => args.no_update = true,
+                "--update" => args.force_update = true,
+                "--dev" => args.dev = true,
+                "--verbose" => args.verbose = true,
+                "--help" | "-h" => {
+                    print_help();
+                    std::process::exit(0);
+                }
+                "--version" | "-V" => {
+                    println!("{APP_NAME} {}", dsh_core::VERSION);
+                    std::process::exit(0);
+                }
+                _ => {}
+            }
+        }
+        args
+    }
+}
+
+fn print_help() {
+    println!(
+        "{APP_NAME} — native window around the official dsh WebUI.\n\n\
+         --dsh PATH     dsh 可执行文件路径或命令\n\
+         --cwd DIR      传给 dsh 的工作目录\n\
+         --no-update    不检查 dsh 更新\n\
+         --update       启动前强制检查/安装 dsh 更新\n\
+         --dev          打开 WebView 开发者工具\n\
+         --verbose      输出调试日志"
+    );
+}
+
+struct AppState {
+    args: Args,
+    paths: BundledPaths,
+    process: Mutex<Option<Arc<DshProcess>>>,
+    url: Mutex<Option<String>>,
+}
+
+impl AppState {
+    fn stop(&self) {
+        if let Ok(mut slot) = self.process.lock() {
+            if let Some(proc) = slot.take() {
+                proc.stop();
+            }
+        }
+    }
+}
+
+#[derive(Clone, Serialize)]
+struct StatusPayload {
+    message: String,
+}
+
+#[derive(Clone, Serialize)]
+struct ErrorPayload {
+    message: String,
+    detail: String,
+}
+
+#[derive(Clone, Serialize)]
+struct ReadyPayload {
+    url: String,
+}
+
+#[tauri::command]
+fn restart(app: AppHandle) {
+    thread::spawn(move || boot(app));
+}
+
+#[tauri::command]
+fn open_in_browser(state: tauri::State<AppState>) -> Result<(), String> {
+    let url = state
+        .url
+        .lock()
+        .ok()
+        .and_then(|g| g.clone())
+        .ok_or_else(|| "服务尚未就绪".to_string())?;
+    open::that(&url).map_err(|e| e.to_string())
+}
+
+#[tauri::command]
+fn read_clipboard_images() -> Result<Vec<ClipboardFile>, String> {
+    read_images().map_err(|e| e.to_string())
+}
+
+fn read_images() -> Result<Vec<ClipboardFile>, String> {
+    let mut clipboard = arboard::Clipboard::new().map_err(|e| e.to_string())?;
+    if let Ok(img) = clipboard.get_image() {
+        let width = img.width as u32;
+        let height = img.height as u32;
+        let bytes = img.bytes.into_owned();
+        if let Some(buffer) = image::RgbaImage::from_raw(width, height, bytes) {
+            let mut png = Vec::new();
+            if buffer
+                .write_to(&mut Cursor::new(&mut png), image::ImageFormat::Png)
+                .is_ok()
+            {
+                if let Some(file) = file_from_bytes(
+                    filename_for_mime("image/png", 0),
+                    "image/png".into(),
+                    png,
+                ) {
+                    return Ok(vec![file]);
+                }
+            }
+        }
+    }
+    if let Ok(text) = clipboard.get_text() {
+        let loaded = files_from_paths(parse_uri_list(&text));
+        if !loaded.is_empty() {
+            return Ok(loaded);
+        }
+    }
+    Ok(Vec::new())
+}
+
+fn is_internal(url: &Url) -> bool {
+    matches!(url.scheme(), "tauri" | "asset" | "about" | "data" | "blob")
+        || matches!(
+            url.host_str(),
+            Some("127.0.0.1" | "localhost" | "::1" | "tauri.localhost")
+        )
+}
+
+fn boot(app: AppHandle) {
+    let Some(state) = app.try_state::<AppState>() else {
+        return;
+    };
+    state.stop();
+    let started = Instant::now();
+    let _ = app.emit(
+        "status",
+        StatusPayload {
+            message: "正在启动…".into(),
+        },
+    );
+
+    if state.args.force_update && !state.args.no_update {
+        let _ = app.emit(
+            "status",
+            StatusPayload {
+                message: "正在检查 dsh 更新…".into(),
+            },
+        );
+        let result = update_dsh(true);
+        mark_update_checked();
+        log::info!("dsh update: {} ({})", result.status, result.message);
+    }
+
+    let plugin = ensure_modlens(&state.paths);
+    log::info!(
+        "modlens: {} ({}) in {:?}",
+        plugin.status,
+        plugin.message,
+        started.elapsed()
+    );
+    let preset = ensure_anchored_standard(&state.paths);
+    log::info!(
+        "anchored-standard: {} ({}) in {:?}",
+        preset.status,
+        preset.message,
+        started.elapsed()
+    );
+    let _ = app.emit(
+        "status",
+        StatusPayload {
+            message: "正在启动 dsh web 服务…".into(),
+        },
+    );
+
+    let launcher = DshLauncher::new(state.args.dsh.clone(), state.args.cwd.clone());
+    let process = match launcher.start() {
+        Ok(p) => Arc::new(p),
+        Err(err) => {
+            let _ = app.emit(
+                "error",
+                ErrorPayload {
+                    message: err.to_string(),
+                    detail: String::new(),
+                },
+            );
+            return;
+        }
+    };
+    if let Ok(mut slot) = state.process.lock() {
+        *slot = Some(Arc::clone(&process));
+    }
+    log::info!("dsh web spawned in {:?}", started.elapsed());
+
+    if !state.args.no_update && !state.args.force_update && update_check_due() {
+        thread::spawn(|| {
+            log::info!("background dsh update check");
+            let result = update_dsh(true);
+            mark_update_checked();
+            log::info!(
+                "background dsh update: {} ({})",
+                result.status,
+                result.message
+            );
+        });
+    }
+
+    let deadline = Instant::now() + Duration::from_secs(URL_TIMEOUT_SECONDS);
+    loop {
+        if let Some(url) = process.take_url() {
+            if let Ok(mut slot) = state.url.lock() {
+                *slot = Some(url.clone());
+            }
+            let _ = app.emit("ready", ReadyPayload { url });
+            log::info!("dsh web ready in {:?}", started.elapsed());
+            return;
+        }
+        if let Some(code) = process.poll() {
+            let detail = process.snapshot_lines().join("\n");
+            let _ = app.emit(
+                "error",
+                ErrorPayload {
+                    message: format!("服务已退出（exit {code}）。"),
+                    detail,
+                },
+            );
+            return;
+        }
+        if Instant::now() >= deadline {
+            let detail = process
+                .snapshot_lines()
+                .into_iter()
+                .rev()
+                .take(80)
+                .collect::<Vec<_>>()
+                .into_iter()
+                .rev()
+                .collect::<Vec<_>>()
+                .join("\n");
+            process.stop();
+            let _ = app.emit(
+                "error",
+                ErrorPayload {
+                    message: format!("等待 dsh web 输出 URL 超时（{URL_TIMEOUT_SECONDS} 秒）。"),
+                    detail,
+                },
+            );
+            return;
+        }
+        thread::sleep(Duration::from_millis(80));
+    }
+}
+
+pub fn run() {
+    let args = Args::parse();
+    env_logger::Builder::from_env(env_logger::Env::default().default_filter_or(if args.verbose {
+        "debug"
+    } else {
+        "info"
+    }))
+    .init();
+
+    let mut paths = BundledPaths::discover();
+    let dev = args.dev;
+
+    tauri::Builder::default()
+        .plugin(tauri_plugin_opener::init())
+        .plugin(tauri_plugin_single_instance::init(|app, _argv, _cwd| {
+            if let Some(window) = app.get_webview_window("main") {
+                let _ = window.unminimize();
+                let _ = window.set_focus();
+            }
+        }))
+        .setup(move |app| {
+            if let Ok(dir) = app.path().resource_dir() {
+                paths = paths.with_resource_dir(dir);
+            }
+            app.manage(AppState {
+                args: args.clone(),
+                paths,
+                process: Mutex::new(None),
+                url: Mutex::new(None),
+            });
+
+            let mut builder = WebviewWindowBuilder::new(app, "main", WebviewUrl::App("index.html".into()))
+                .title(APP_NAME)
+                .inner_size(1320.0, 860.0)
+                .min_inner_size(800.0, 560.0)
+                .decorations(false)
+                .resizable(true)
+                .initialization_script(INJECT)
+                .on_navigation(|url| {
+                    if is_internal(&url) {
+                        true
+                    } else {
+                        let _ = open::that(url.as_str());
+                        false
+                    }
+                });
+
+            if let Some(icon) = app.default_window_icon().cloned() {
+                builder = builder.icon(icon)?;
+            }
+
+            if dev {
+                builder = builder.devtools(true);
+            }
+
+            let window = builder.build()?;
+            if dev {
+                window.open_devtools();
+            }
+
+            let app_handle = app.handle().clone();
+            let _ = window;
+            thread::spawn(move || boot(app_handle));
+            Ok(())
+        })
+        .invoke_handler(tauri::generate_handler![
+            restart,
+            open_in_browser,
+            read_clipboard_images
+        ])
+        .on_window_event(|window, event| {
+            if let tauri::WindowEvent::CloseRequested { .. } = event {
+                if let Some(state) = window.try_state::<AppState>() {
+                    state.stop();
+                }
+            }
+        })
+        .run(tauri::generate_context!())
+        .expect("error while running DeepSeek Harness Desktop");
+}
diff --git a/src-tauri/src/main.rs b/src-tauri/src/main.rs
new file mode 100644
index 0000000..89a64c4
--- /dev/null
+++ b/src-tauri/src/main.rs
@@ -0,0 +1,5 @@
+#![cfg_attr(not(debug_assertions), windows_subsystem = "windows")]
+
+fn main() {
+    dsh_desktop_lib::run();
+}
diff --git a/src-tauri/tauri.conf.json b/src-tauri/tauri.conf.json
new file mode 100644
index 0000000..0d67756
--- /dev/null
+++ b/src-tauri/tauri.conf.json
@@ -0,0 +1,71 @@
+{
+  "$schema": "https://schema.tauri.app/config/2",
+  "productName": "DeepSeek Harness",
+  "version": "0.1.0",
+  "identifier": "io.github.tommyfang.DshDesktop",
+  "build": {
+    "frontendDist": "../ui"
+  },
+  "app": {
+    "withGlobalTauri": true,
+    "enableGTKAppId": true,
+    "macOSPrivateApi": false,
+    "windows": [],
+    "security": {
+      "csp": null
+    }
+  },
+  "bundle": {
+    "active": true,
+    "targets": ["deb", "rpm", "nsis", "msi", "app", "dmg"],
+    "publisher": "TommyFang2077",
+    "homepage": "https://github.com/TommyFang2077/dsh-desktop",
+    "copyright": "Copyright © 2026 TommyFang2077",
+    "category": "DeveloperTool",
+    "shortDescription": "Desktop shell for DeepSeek Harness",
+    "longDescription": "Runs the official DeepSeek Harness (dsh) WebUI in a native window. Starts dsh web, embeds the UI with the system WebView, and ships ModLens plus Anchored Standard presets. Credentials stay in ~/.dsh.",
+    "licenseFile": "../LICENSE",
+    "icon": [
+      "icons/32x32.png",
+      "icons/64x64.png",
+      "icons/128x128.png",
+      "icons/128x128@2x.png",
+      "icons/icon.png",
+      "icons/icon.icns",
+      "icons/icon.ico"
+    ],
+    "resources": [
+      "../plugins/dsh-desktop-vision/",
+      "../vendor/modlens/",
+      "../vendor/anchored-standard/",
+      "../vendor/zero-anchored-standard/"
+    ],
+    "linux": {
+      "deb": {
+        "section": "devel",
+        "desktopTemplate": "linux/dsh-desktop.desktop"
+      },
+      "rpm": {
+        "release": "1",
+        "desktopTemplate": "linux/dsh-desktop.desktop"
+      }
+    },
+    "windows": {
+      "nsis": {
+        "installMode": "currentUser",
+        "displayLanguageSelector": true,
+        "languages": ["SimpChinese", "English"]
+      },
+      "webviewInstallMode": {
+        "type": "downloadBootstrapper"
+      }
+    },
+    "macOS": {
+      "minimumSystemVersion": "10.15",
+      "dmg": {
+        "appPosition": { "x": 180, "y": 170 },
+        "applicationFolderPosition": { "x": 480, "y": 170 }
+      }
+    }
+  }
+}
diff --git a/tests/test_plugins.py b/tests/test_plugins.py
new file mode 100644
index 0000000..34b93a9
--- /dev/null
+++ b/tests/test_plugins.py
@@ -0,0 +1,60 @@
+"""Sanity checks for the bundled dsh WebUI plugin (no desktop runtime)."""
+
+import unittest
+from pathlib import Path
+
+
+ROOT = Path(__file__).resolve().parents[1]
+
+
+class VisionPluginFilesTests(unittest.TestCase):
+    def test_client_registers_system_settings_slots(self):
+        client = (ROOT / "plugins" / "dsh-desktop-vision" / "client.js").read_text(
+            encoding="utf-8"
+        )
+        self.assertIn("settings.section", client)
+        self.assertNotIn("settings.plugins.tab", client)
+        self.assertIn("modlens-vision", client)
+        host = (ROOT / "plugins" / "dsh-desktop-vision" / "index.js").read_text(
+            encoding="utf-8"
+        )
+        self.assertIn("/dsh-desktop/modlens", host)
+        self.assertIn("'OpenAI 兼容'", host)
+        self.assertNotIn("Qwen / 自建网关", host)
+        self.assertIn("https://api.openai.com/v1", host)
+        self.assertIn("https://generativelanguage.googleapis.com", host)
+        self.assertIn("https://api.anthropic.com", host)
+        self.assertIn("https://platform.openai.com/api-keys", host)
+        self.assertIn("https://aistudio.google.com/apikey", host)
+        self.assertIn("https://console.anthropic.com/settings/keys", host)
+        self.assertIn("获取 API", client)
+        self.assertNotIn("qwen-agent", client)
+        self.assertIn("example: 'gpt-4o'", host)
+        self.assertIn("example: 'gemini-3.6-flash'", host)
+        self.assertIn("example: 'claude-haiku-4-5-20251001'", host)
+        self.assertIn("example: 'gemini-3.6-flash-low'", host)
+        self.assertIn("example: 'haiku'", host)
+
+
+class BundledAttributionTests(unittest.TestCase):
+    def test_readme_cites_upstream_plugins(self):
+        readme = (ROOT / "README.md").read_text(encoding="utf-8")
+        third = (ROOT / "THIRD_PARTY.md").read_text(encoding="utf-8")
+        for text in (readme, third):
+            self.assertIn("https://github.com/deepseek-ai/deepseek-harness", text)
+            self.assertIn("https://github.com/liustack/modlens", text)
+            self.assertIn("https://github.com/xiaobright/dsh-anchored-standard", text)
+            self.assertIn("0.1.0-rc.6", text)
+            self.assertIn("3.16.6", text)
+            self.assertIn("ffb845c5480adc953392a6db6f8a98ede621174b", text)
+            self.assertIn("dsh-desktop-vision", text)
+        self.assertTrue((ROOT / "docs" / "licenses" / "modlens.LICENSE").is_file())
+        self.assertTrue(
+            (ROOT / "docs" / "licenses" / "dsh-anchored-standard.NOTICE").is_file()
+        )
+        for name in ("splash.png", "session.png", "vision.png", "menu.png"):
+            self.assertTrue((ROOT / "docs" / "screenshots" / name).is_file())
+
+
+if __name__ == "__main__":
+    unittest.main()
diff --git a/ui/app.js b/ui/app.js
new file mode 100644
index 0000000..9468722
--- /dev/null
+++ b/ui/app.js
@@ -0,0 +1,52 @@
+const statusEl = document.getElementById("status");
+const spinner = document.getElementById("spinner");
+const retry = document.getElementById("retry");
+const detail = document.getElementById("detail");
+
+function tauri() {
+  return window.__TAURI__;
+}
+
+function setStatus(message, kind) {
+  statusEl.textContent = message;
+  const failed = kind === "error";
+  spinner.hidden = failed;
+  retry.hidden = !failed;
+  if (!failed) {
+    detail.hidden = true;
+    detail.textContent = "";
+  }
+}
+
+async function boot() {
+  const api = tauri();
+  if (!api) {
+    setStatus("桌面接口未就绪", "error");
+    return;
+  }
+  await api.event.listen("status", function (event) {
+    setStatus(event.payload.message || "正在启动…", "ok");
+  });
+  await api.event.listen("error", function (event) {
+    setStatus(event.payload.message || "启动失败", "error");
+    if (event.payload.detail) {
+      detail.hidden = false;
+      detail.textContent = event.payload.detail;
+    }
+  });
+  await api.event.listen("ready", function (event) {
+    if (event.payload && event.payload.url) {
+      window.location.replace(event.payload.url);
+    }
+  });
+  retry.addEventListener("click", function () {
+    setStatus("正在重新启动…", "ok");
+    api.core.invoke("restart");
+  });
+}
+
+if (document.readyState === "loading") {
+  document.addEventListener("DOMContentLoaded", boot);
+} else {
+  boot();
+}
diff --git a/ui/icon.png b/ui/icon.png
new file mode 100644
index 0000000..7a47edb
Binary files /dev/null and b/ui/icon.png differ
diff --git a/ui/index.html b/ui/index.html
new file mode 100644
index 0000000..806056b
--- /dev/null
+++ b/ui/index.html
@@ -0,0 +1,22 @@
+<!doctype html>
+<html lang="zh-CN">
+  <head>
+    <meta charset="utf-8" />
+    <meta name="viewport" content="width=device-width, initial-scale=1" />
+    <title>DeepSeek Harness</title>
+    <link rel="stylesheet" href="styles.css" />
+  </head>
+  <body>
+    <main class="stage">
+      <section class="hero">
+        <img class="mark" src="icon.png" alt="" />
+        <h1>DeepSeek Harness</h1>
+        <p id="status">正在启动…</p>
+        <div class="ring" id="spinner" aria-hidden="true"></div>
+        <button type="button" class="pill" id="retry" hidden>重试</button>
+        <pre id="detail" hidden></pre>
+      </section>
+    </main>
+    <script src="app.js"></script>
+  </body>
+</html>
diff --git a/ui/inject/chrome.js b/ui/inject/chrome.js
new file mode 100644
index 0000000..d6c1ca0
--- /dev/null
+++ b/ui/inject/chrome.js
@@ -0,0 +1,168 @@
+(function () {
+  if (window.__dshDesktopChrome) return;
+  window.__dshDesktopChrome = true;
+
+  const css = `
+    :root { --dsh-desktop-titlebar-h: 36px; }
+    html.dsh-desktop-offset {
+      box-sizing: border-box !important;
+      padding-top: var(--dsh-desktop-titlebar-h);
+    }
+    #dsh-desktop-titlebar {
+      position: fixed; top: 0; left: 0; right: 0; height: var(--dsh-desktop-titlebar-h);
+      z-index: 2147483646; display: flex; align-items: center;
+      padding: 0 12px; box-sizing: border-box;
+      background: rgba(246, 246, 248, 0.72);
+      -webkit-backdrop-filter: saturate(180%) blur(20px);
+      backdrop-filter: saturate(180%) blur(20px);
+      border-bottom: 0.5px solid rgba(0, 0, 0, 0.06);
+      user-select: none; -webkit-user-select: none;
+    }
+    @media (prefers-color-scheme: dark) {
+      #dsh-desktop-titlebar {
+        background: rgba(28, 28, 30, 0.72);
+        border-bottom-color: rgba(255, 255, 255, 0.08);
+      }
+      #dsh-desktop-titlebar .more { color: rgba(255,255,255,0.45); }
+      #dsh-desktop-titlebar .menu {
+        background: rgba(44, 44, 46, 0.96);
+        box-shadow: 0 8px 28px rgba(0,0,0,0.45);
+      }
+      #dsh-desktop-titlebar .menu button { color: #f5f5f7; }
+      #dsh-desktop-titlebar .menu button:hover { background: rgba(255,255,255,0.08); }
+    }
+    #dsh-desktop-titlebar .traffic {
+      display: flex; gap: 8px; align-items: center; height: 100%;
+    }
+    #dsh-desktop-titlebar .tl {
+      width: 12px; height: 12px; min-width: 12px; min-height: 12px;
+      max-width: 12px; max-height: 12px; flex: none; overflow: hidden;
+      box-sizing: border-box; border-radius: 50%; border: 0;
+      padding: 0; margin: 0; display: grid; place-items: center; cursor: default;
+      position: relative;
+    }
+    #dsh-desktop-titlebar .tl.close { background: #ff5f57; }
+    #dsh-desktop-titlebar .tl.min { background: #febc2e; }
+    #dsh-desktop-titlebar .tl.zoom { background: #28c840; }
+    #dsh-desktop-titlebar .tl::after {
+      content: ""; font-size: 9px; line-height: 1; font-weight: 700;
+      color: rgba(0,0,0,0.55); opacity: 0;
+    }
+    #dsh-desktop-titlebar .traffic:hover .tl.close::after { content: "×"; opacity: 1; }
+    #dsh-desktop-titlebar .traffic:hover .tl.min::after { content: "–"; opacity: 1; }
+    #dsh-desktop-titlebar .traffic:hover .tl.zoom::after { content: "+"; opacity: 1; }
+    #dsh-desktop-titlebar .drag { flex: 1; height: 100%; }
+    #dsh-desktop-titlebar .more {
+      appearance: none; border: 0; background: transparent;
+      color: rgba(0,0,0,0.35); font-size: 15px; letter-spacing: 0.08em;
+      width: 28px; height: 20px; border-radius: 6px; cursor: default;
+    }
+    #dsh-desktop-titlebar .more:hover { background: rgba(0,0,0,0.06); color: rgba(0,0,0,0.7); }
+    #dsh-desktop-titlebar .menu {
+      position: absolute; top: calc(var(--dsh-desktop-titlebar-h) + 2px); left: 8px; min-width: 168px;
+      padding: 4px; border-radius: 10px;
+      background: rgba(255,255,255,0.96);
+      box-shadow: 0 8px 28px rgba(0,0,0,0.16);
+      display: none; flex-direction: column;
+    }
+    #dsh-desktop-titlebar .menu.open { display: flex; }
+    #dsh-desktop-titlebar .menu button {
+      appearance: none; border: 0; background: transparent;
+      text-align: left; padding: 7px 10px; border-radius: 6px;
+      font: 13px/1.3 -apple-system, BlinkMacSystemFont, "SF Pro Text", system-ui, sans-serif;
+      color: #1d1d1f; cursor: default;
+    }
+    #dsh-desktop-titlebar .menu button:hover { background: rgba(0,0,0,0.05); }
+    #dsh-desktop-titlebar .menu button:disabled { opacity: 0.35; }
+  `;
+
+  function api() {
+    return window.__TAURI__ || null;
+  }
+
+  function inject() {
+    if (document.getElementById("dsh-desktop-titlebar")) return;
+    const style = document.createElement("style");
+    style.textContent = css;
+    document.documentElement.appendChild(style);
+
+    const bar = document.createElement("header");
+    bar.id = "dsh-desktop-titlebar";
+    bar.innerHTML =
+      '<button class="more" type="button" aria-label="更多">•••</button>' +
+      '<div class="menu">' +
+        '<button type="button" data-cmd="restart">重新启动</button>' +
+        '<button type="button" data-cmd="open_in_browser">在浏览器中打开</button>' +
+      "</div>" +
+      '<div class="drag" data-tauri-drag-region></div>' +
+      '<div class="traffic">' +
+        '<button class="tl min" data-win="minimize" aria-label="最小化"></button>' +
+        '<button class="tl zoom" data-win="zoom" aria-label="缩放"></button>' +
+        '<button class="tl close" data-win="close" aria-label="关闭"></button>' +
+      "</div>";
+    document.documentElement.appendChild(bar);
+    if (/^(127\.0\.0\.1|localhost|\[::1\])$/.test(location.hostname)) {
+      document.documentElement.classList.add("dsh-desktop-offset");
+    }
+
+    const menu = bar.querySelector(".menu");
+    const more = bar.querySelector(".more");
+    more.addEventListener("click", function (e) {
+      e.stopPropagation();
+      menu.classList.toggle("open");
+    });
+    document.addEventListener("click", function () {
+      menu.classList.remove("open");
+    });
+
+    bar.addEventListener("dblclick", function (e) {
+      if (e.target.closest(".tl, .more, .menu")) return;
+      const t = api();
+      if (t && t.window) t.window.getCurrentWindow().toggleMaximize();
+    });
+
+    bar.addEventListener("click", function (e) {
+      const t = api();
+      const winBtn = e.target.closest("[data-win]");
+      if (winBtn && t && t.window) {
+        const w = t.window.getCurrentWindow();
+        const act = winBtn.getAttribute("data-win");
+        if (act === "close") w.close();
+        else if (act === "minimize") w.minimize();
+        else if (act === "zoom") w.toggleMaximize();
+        return;
+      }
+      const cmd = e.target.closest("[data-cmd]");
+      if (cmd && t && t.core) {
+        menu.classList.remove("open");
+        t.core.invoke(cmd.getAttribute("data-cmd"));
+      }
+    });
+  }
+
+  if (document.readyState === "loading") {
+    document.addEventListener("DOMContentLoaded", inject);
+  } else {
+    inject();
+  }
+
+  const harness = /^(127\.0\.0\.1|localhost|\[::1\])$/.test(location.hostname);
+  if (harness && location.protocol.indexOf("http") === 0) {
+    document.addEventListener("paste", async function (e) {
+      const t = api();
+      if (!t || !t.core) return;
+      try {
+        const items = e.clipboardData ? Array.from(e.clipboardData.items) : [];
+        if (items.some(function (item) { return item.kind === "file" && item.getAsFile(); })) {
+          return;
+        }
+        const files = await t.core.invoke("read_clipboard_images");
+        if (files && files.length) {
+          e.preventDefault();
+          e.stopImmediatePropagation();
+          if (window.__dshDesktopPasteFiles) window.__dshDesktopPasteFiles(files);
+        }
+      } catch (err) {}
+    }, true);
+  }
+})();
diff --git a/ui/inject/hide-twins.js b/ui/inject/hide-twins.js
new file mode 100644
index 0000000..2bb3c65
--- /dev/null
+++ b/ui/inject/hide-twins.js
@@ -0,0 +1,35 @@
+(function () {
+  const SUFFIX = " (modlens vision)";
+  function textOf(el) {
+    return (el.textContent || "").replace(/\s+/g, " ").trim();
+  }
+  function hideTwins(root) {
+    const nodes = root.querySelectorAll("button, [role='menuitem'], [role='option'], [role='group'], h1, h2, h3, h4, span, div, p");
+    const visionBases = new Set();
+    for (const el of nodes) {
+      if (el.childElementCount > 3) continue;
+      const t = textOf(el);
+      if (t.endsWith(SUFFIX) && t.length > SUFFIX.length) {
+        visionBases.add(t.slice(0, -SUFFIX.length));
+      }
+    }
+    if (visionBases.size === 0) return;
+    for (const el of nodes) {
+      if (el.childElementCount > 3) continue;
+      const t = textOf(el);
+      if (!visionBases.has(t)) continue;
+      const row = el.closest("[role='group'], [role='menuitem'], li, section") || el;
+      if (row && row.style.display !== "none") row.style.display = "none";
+    }
+  }
+  const run = function () {
+    try { hideTwins(document.body); } catch (e) {}
+  };
+  if (document.readyState === "loading") {
+    document.addEventListener("DOMContentLoaded", run);
+  } else {
+    run();
+  }
+  const obs = new MutationObserver(run);
+  obs.observe(document.documentElement, { childList: true, subtree: true });
+})();
diff --git a/ui/inject/ingest.js b/ui/inject/ingest.js
new file mode 100644
index 0000000..02ae5e0
--- /dev/null
+++ b/ui/inject/ingest.js
@@ -0,0 +1,45 @@
+(function () {
+  const IMAGE_PATH = /^(?:file:\/\/|(?:\/|\.{1,2}\/)).+\.(?:png|jpe?g|gif|webp|bmp|tiff?)$/i;
+  function looksLikeImagePath(text) {
+    const first = (text || "").trim().split(/\s+/, 1)[0] || "";
+    return IMAGE_PATH.test(first);
+  }
+  document.addEventListener("paste", function (e) {
+    try {
+      const items = Array.from(e.clipboardData ? e.clipboardData.items : []);
+      const files = items.filter(function (item) { return item.kind === "file"; })
+        .map(function (item) { return item.getAsFile(); })
+        .filter(Boolean);
+      if (files.length > 0) return;
+      const text = e.clipboardData ? (e.clipboardData.getData("text/plain") || "") : "";
+      const uris = e.clipboardData ? (e.clipboardData.getData("text/uri-list") || "") : "";
+      if (looksLikeImagePath(text) || looksLikeImagePath(uris)) {
+        e.preventDefault();
+        e.stopImmediatePropagation();
+      }
+    } catch (err) {}
+  }, true);
+
+  window.__dshDesktopPasteFiles = function (items) {
+    try {
+      const dt = new DataTransfer();
+      for (const item of items) {
+        const bin = atob(item.b64);
+        const bytes = new Uint8Array(bin.length);
+        for (let i = 0; i < bin.length; i++) bytes[i] = bin.charCodeAt(i);
+        dt.items.add(new File([bytes], item.name, { type: item.type }));
+      }
+      const drop = new DragEvent("drop", {
+        bubbles: true,
+        cancelable: true,
+        dataTransfer: dt
+      });
+      try {
+        Object.defineProperty(drop, "dataTransfer", { value: dt, configurable: true });
+      } catch (e) {}
+      document.dispatchEvent(drop);
+    } catch (err) {
+      console.error("dsh-desktop paste image failed", err);
+    }
+  };
+})();
diff --git a/ui/styles.css b/ui/styles.css
new file mode 100644
index 0000000..9750cfc
--- /dev/null
+++ b/ui/styles.css
@@ -0,0 +1,114 @@
+:root {
+  color-scheme: light dark;
+  --bg: #f5f5f7;
+  --text: #1d1d1f;
+  --muted: #86868b;
+  --accent: #0071e3;
+  --card: rgba(255, 255, 255, 0.64);
+}
+
+@media (prefers-color-scheme: dark) {
+  :root {
+    --bg: #000000;
+    --text: #f5f5f7;
+    --muted: #86868b;
+    --accent: #0a84ff;
+    --card: rgba(28, 28, 30, 0.72);
+  }
+}
+
+* { box-sizing: border-box; }
+
+html, body {
+  margin: 0;
+  min-height: 100%;
+  background: var(--bg);
+  color: var(--text);
+  font-family: -apple-system, BlinkMacSystemFont, "SF Pro Text", "SF Pro Display",
+    "Helvetica Neue", system-ui, sans-serif;
+  -webkit-font-smoothing: antialiased;
+}
+
+body {
+  min-height: 100vh;
+}
+
+.stage {
+  min-height: 100vh;
+  display: flex;
+  align-items: center;
+  justify-content: center;
+  padding: 72px 32px 48px;
+}
+
+.hero {
+  width: min(420px, 100%);
+  text-align: center;
+}
+
+.mark {
+  display: block;
+  width: 72px;
+  height: 72px;
+  margin: 0 auto 22px;
+  border-radius: 18px;
+  object-fit: contain;
+}
+
+h1 {
+  margin: 0;
+  font-size: 28px;
+  font-weight: 600;
+  letter-spacing: -0.03em;
+}
+
+#status {
+  margin: 10px 0 0;
+  color: var(--muted);
+  font-size: 13px;
+  line-height: 1.5;
+  min-height: 1.5em;
+}
+
+.ring {
+  width: 22px;
+  height: 22px;
+  margin: 28px auto 0;
+  border-radius: 50%;
+  border: 1.5px solid rgba(134, 134, 139, 0.28);
+  border-top-color: var(--text);
+  animation: spin 0.8s linear infinite;
+}
+
+.ring[hidden] { display: none; }
+
+@keyframes spin { to { transform: rotate(360deg); } }
+
+.pill {
+  margin-top: 28px;
+  appearance: none;
+  border: 0;
+  border-radius: 980px;
+  background: var(--accent);
+  color: #fff;
+  font: 600 13px/1 -apple-system, BlinkMacSystemFont, system-ui, sans-serif;
+  padding: 9px 18px;
+  cursor: default;
+}
+
+.pill[hidden] { display: none; }
+
+#detail {
+  margin: 22px 0 0;
+  text-align: left;
+  max-height: 180px;
+  overflow: auto;
+  padding: 12px 14px;
+  border-radius: 12px;
+  background: var(--card);
+  color: var(--muted);
+  font: 11px/1.45 ui-monospace, SFMono-Regular, Menlo, monospace;
+  white-space: pre-wrap;
+}
+
+#detail[hidden] { display: none; }