chore: 版本升迁 v0.1.1

- 将 backend/cmd/versionctl 和 backend/pkg/projectversion 迁移至独立 versionctl/ Go 模块
- 新增 bump 子命令支持 major/minor/patch 和指定版本号，含版本倒退防护
- 新增 make version-bump 编排完整升迁流程（bump + sync + check + commit + tag）
- 更新所有引用路径：根 Makefile、backend/Makefile、release.yml、.golangci.yml
- 新增 versionctl/.golangci.yml（精简配置）和 Makefile（lint/test/coverage）
- 根 Makefile lint/test 集成 versionctl 模块
- 同步 openspec specs：新增 version-bump spec，更新 release-pipeline spec

.editorconfig

@@ -0,0 +1,7 @@
+root = true
+
+[*]
+end_of_line = lf
+trim_trailing_whitespace = true
+insert_final_newline = true
+charset = utf-8

.gitattributes

@@ -0,0 +1,9 @@
+* text=auto eol=lf
+assets/*.png filter=lfs diff=lfs merge=lfs -text
+assets/**/*.png filter=lfs diff=lfs merge=lfs -text
+assets/*.icns filter=lfs diff=lfs merge=lfs -text
+assets/**/*.icns filter=lfs diff=lfs merge=lfs -text
+assets/*.ico filter=lfs diff=lfs merge=lfs -text
+assets/**/*.ico filter=lfs diff=lfs merge=lfs -text
+frontend/public/*.png filter=lfs diff=lfs merge=lfs -text
+frontend/public/**/*.png filter=lfs diff=lfs merge=lfs -text

.github/workflows/release.yml

@@ -0,0 +1,210 @@
+name: Release
+
+on:
+  push:
+    tags:
+      - 'v*.*.*'
+
+permissions:
+  contents: read
+
+jobs:
+  prepare:
+    name: Prepare Release
+    runs-on: ubuntu-latest
+    permissions:
+      contents: read
+    outputs:
+      version: ${{ steps.version.outputs.version }}
+    steps:
+      - name: Checkout
+        uses: actions/checkout@v5
+
+      - name: Setup Go
+        uses: actions/setup-go@v6
+        with:
+          go-version-file: go.work
+          cache-dependency-path: |
+            backend/go.sum
+            versionctl/go.sum
+
+      - name: Verify tag and VERSION
+        id: version
+        run: |
+          version=$(go run ./versionctl print)
+          go run ./versionctl verify-tag "${GITHUB_REF_NAME}"
+          printf 'version=%s\n' "$version" >> "$GITHUB_OUTPUT"
+
+  build-linux:
+    name: Build Linux Assets
+    needs: prepare
+    runs-on: ubuntu-latest
+    permissions:
+      contents: read
+    steps:
+      - name: Checkout
+        uses: actions/checkout@v5
+
+      - name: Setup Go
+        uses: actions/setup-go@v6
+        with:
+          go-version-file: go.work
+          cache-dependency-path: |
+            backend/go.sum
+            versionctl/go.sum
+
+      - name: Setup Bun
+        uses: oven-sh/setup-bun@v2
+
+      - name: Install Linux desktop build dependencies
+        run: |
+          sudo apt-get update
+          sudo apt-get install -y libayatana-appindicator3-dev libgtk-3-dev
+
+      - name: Preflight Linux release toolchain
+        run: |
+          set -euo pipefail
+          command -v go
+          go version
+          command -v bun
+          bun --version
+          command -v gcc
+          gcc --version
+          command -v pkg-config
+          pkg-config --modversion ayatana-appindicator3-0.1
+          pkg-config --modversion gtk+-3.0
+
+      - name: Build Linux release assets
+        run: make release-assets-linux
+
+      - name: Upload Linux release assets
+        uses: actions/upload-artifact@v4
+        with:
+          name: release-linux
+          path: build/release/*
+
+  build-windows:
+    name: Build Windows Assets
+    needs: prepare
+    runs-on: windows-latest
+    permissions:
+      contents: read
+    steps:
+      - name: Checkout
+        uses: actions/checkout@v5
+
+      - name: Setup Go
+        uses: actions/setup-go@v6
+        with:
+          go-version-file: go.work
+          cache-dependency-path: |
+            backend/go.sum
+            versionctl/go.sum
+
+      - name: Setup Bun
+        uses: oven-sh/setup-bun@v2
+
+      - name: Setup MSYS2 toolchain
+        uses: msys2/setup-msys2@v2
+        with:
+          msystem: MINGW64
+          path-type: inherit
+          update: true
+          install: >-
+            make
+            mingw-w64-x86_64-gcc
+
+      - name: Preflight Windows release toolchain
+        shell: msys2 {0}
+        run: |
+          set -euo pipefail
+          command -v go
+          go version
+          command -v bun
+          bun --version
+          command -v make
+          make --version
+          command -v gcc
+          gcc --version
+          command -v windres
+          windres --version
+          if command -v powershell.exe >/dev/null 2>&1; then
+            powershell.exe -NoProfile -Command '$PSVersionTable.PSVersion.ToString()'
+          else
+            command -v powershell
+            powershell -NoProfile -Command '$PSVersionTable.PSVersion.ToString()'
+          fi
+
+      - name: Build Windows release assets
+        shell: msys2 {0}
+        run: make release-assets-windows
+
+      - name: Upload Windows release assets
+        uses: actions/upload-artifact@v4
+        with:
+          name: release-windows
+          path: build/release/*
+
+  build-macos:
+    name: Build macOS Assets
+    needs: prepare
+    runs-on: macos-latest
+    permissions:
+      contents: read
+    steps:
+      - name: Checkout
+        uses: actions/checkout@v5
+
+      - name: Setup Go
+        uses: actions/setup-go@v6
+        with:
+          go-version-file: go.work
+          cache-dependency-path: |
+            backend/go.sum
+            versionctl/go.sum
+
+      - name: Setup Bun
+        uses: oven-sh/setup-bun@v2
+
+      - name: Preflight macOS release toolchain
+        run: |
+          set -euo pipefail
+          command -v go
+          go version
+          command -v bun
+          bun --version
+          command -v ditto
+          xcrun --find lipo
+          xcrun --find vtool
+
+      - name: Build macOS release assets
+        run: make release-assets-macos
+
+      - name: Upload macOS release assets
+        uses: actions/upload-artifact@v4
+        with:
+          name: release-macos
+          path: build/release/*
+
+  draft-release:
+    name: Create Draft Release
+    needs: [prepare, build-linux, build-windows, build-macos]
+    runs-on: ubuntu-latest
+    permissions:
+      contents: write
+    steps:
+      - name: Download release assets
+        uses: actions/download-artifact@v4
+        with:
+          pattern: release-*
+          merge-multiple: true
+          path: dist
+
+      - name: Publish draft release
+        uses: softprops/action-gh-release@v2
+        with:
+          name: v${{ needs.prepare.outputs.version }}
+          tag_name: ${{ github.ref_name }}
+          draft: true
+          files: |
+            dist/*

.gitignore

@@ -401,13 +401,16 @@ cython_debug/
 # Custom
 .claude
 .opencode
+.codex
 openspec/changes/archive
 temp
 .agents
 skills-lock.json
 .worktrees
 !scripts/build/
+backend/bin
 
 # Embedfs generated
 embedfs/assets/
-embedfs/frontend-dist/
+embedfs/frontend-dist/
+backend/cmd/desktop/rsrc_windows_*.syso

.vscode/settings.json

@@ -0,0 +1,3 @@
+{
+    "files.eol": "\n"
+}

LICENSE

@@ -0,0 +1,184 @@
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Makefile

@@ -1,119 +1,251 @@
-.PHONY: all clean \
-	backend-build backend-run backend-test backend-test-unit backend-test-integration backend-test-coverage \
-	backend-lint backend-deps backend-generate \
-	backend-migrate-up backend-migrate-down backend-migrate-status backend-migrate-create \
-	frontend-build frontend-dev frontend-test frontend-test-watch frontend-test-coverage frontend-test-e2e frontend-lint \
-	desktop desktop-darwin desktop-windows desktop-linux package-macos
+.PHONY: \
+	lint test clean \
+	version-sync version-check version-bump \
+	server-run server-build server-lint server-test server-clean \
+	desktop-build-mac desktop-build-win desktop-build-linux \
+	desktop-lint desktop-test desktop-clean \
+	release-assets-linux release-assets-windows release-assets-macos \
+	_backend-lint _backend-test _backend-clean _backend-build \
+	_versionctl-lint _versionctl-test \
+	_frontend-install _frontend-build _frontend-check _frontend-test _frontend-dev _frontend-clean \
+	_desktop-test _desktop-clean _desktop-prepare-frontend _desktop-prepare-embedfs _desktop-prepare-windows-resource \
+	_server-run-backend _server-run-frontend
+
+# Delay shell lookups until a target needs them, then cache the result for this make run.
+lazy_shell = $(or $($(1)),$(eval $(1) := $(shell $(2)))$($(1)))
+
+VERSION = $(call lazy_shell,_VERSION,go run ./versionctl print)
+GIT_COMMIT ?= $(call lazy_shell,_GIT_COMMIT,git rev-parse --short HEAD 2>/dev/null || printf 'unknown')
+BUILD_TIME ?= $(call lazy_shell,_BUILD_TIME,date -u +"%Y-%m-%dT%H:%M:%SZ")
+GO_LDFLAGS = -X nex/backend/pkg/buildinfo.version=$(VERSION) -X nex/backend/pkg/buildinfo.commit=$(GIT_COMMIT) -X nex/backend/pkg/buildinfo.buildTime=$(BUILD_TIME)
+GO_LDFLAGS_WIN = $(GO_LDFLAGS) -H=windowsgui
+RELEASE_DIR := build/release
+SERVER_LINUX_ASSET = $(call lazy_shell,_SERVER_LINUX_ASSET,go run ./versionctl asset-name server linux amd64)
+SERVER_WINDOWS_ASSET = $(call lazy_shell,_SERVER_WINDOWS_ASSET,go run ./versionctl asset-name server windows amd64)
+SERVER_DARWIN_AMD64_ASSET = $(call lazy_shell,_SERVER_DARWIN_AMD64_ASSET,go run ./versionctl asset-name server darwin amd64)
+SERVER_DARWIN_ARM64_ASSET = $(call lazy_shell,_SERVER_DARWIN_ARM64_ASSET,go run ./versionctl asset-name server darwin arm64)
+DESKTOP_LINUX_ASSET = $(call lazy_shell,_DESKTOP_LINUX_ASSET,go run ./versionctl asset-name desktop linux)
+DESKTOP_WINDOWS_ASSET = $(call lazy_shell,_DESKTOP_WINDOWS_ASSET,go run ./versionctl asset-name desktop windows)
+DESKTOP_MACOS_ASSET = $(call lazy_shell,_DESKTOP_MACOS_ASSET,go run ./versionctl asset-name desktop macos)
 
 # ============================================
-# 后端
+# 全局命令
 # ============================================
 
-all: backend-build
+lint: _backend-lint _frontend-check _versionctl-lint
+	@printf 'Lint complete\n'
 
-backend-build:
-	cd backend && go build -o bin/server ./cmd/server
+test: _backend-test _frontend-test _desktop-test _versionctl-test
+	@printf 'All tests passed\n'
 
-backend-run:
-	cd backend && go run ./cmd/server
-
-backend-test:
-	cd backend && go test ./... -v
-
-backend-test-unit:
-	cd backend && go test ./internal/... ./pkg/... -v
-
-backend-test-integration:
-	cd backend && go test ./tests/... -v
-
-backend-test-coverage:
-	cd backend && go test ./... -coverprofile=coverage.out
-	cd backend && go tool cover -html=coverage.out -o coverage.html
-	@echo "Coverage report generated: backend/coverage.html"
-
-backend-lint:
-	cd backend && go tool golangci-lint run ./...
-
-backend-deps:
-	cd backend && go mod tidy
-
-backend-generate:
-	cd backend && go generate ./...
-
-DB_DRIVER ?= sqlite3
-DB_DSN ?= $(DB_PATH)
-
-backend-migrate-up:
-	cd backend && goose -dir migrations/$(DB_DRIVER) $(DB_DRIVER) "$(DB_DSN)" up
-
-backend-migrate-down:
-	cd backend && goose -dir migrations/$(DB_DRIVER) $(DB_DRIVER) "$(DB_DSN)" down
-
-backend-migrate-status:
-	cd backend && goose -dir migrations/$(DB_DRIVER) $(DB_DRIVER) "$(DB_DSN)" status
-
-backend-migrate-create:
-	@read -p "Migration name: " name; \
-	cd backend && goose -dir migrations/sqlite create $$name sql; \
-	cd backend && goose -dir migrations/mysql create $$name sql
+clean: _backend-clean _frontend-clean _desktop-clean
+	@printf 'Clean complete\n'
 
 # ============================================
-# 前端
+# 版本管理
 # ============================================
 
-frontend-build:
-	cd frontend && bun install && bun run build
+version-sync:
+	go run ./versionctl sync
 
-frontend-dev:
-	cd frontend && bun dev
+version-check:
+	go run ./versionctl check
 
-frontend-test:
-	cd frontend && bun run test
-
-frontend-test-watch:
-	cd frontend && bun run test:watch
-
-frontend-test-coverage:
-	cd frontend && bun run test:coverage
-
-frontend-test-e2e:
-	cd frontend && bun run test:e2e
-
-frontend-lint:
-	cd frontend && bun run lint
+version-bump: BUMP ?= patch
+version-bump:
+	$(eval _BUMP_ARG := $(if $(SET_VERSION),$(SET_VERSION),$(BUMP)))
+	$(eval _NEW_VERSION := $(shell go run ./versionctl bump $(_BUMP_ARG)))
+	git add VERSION frontend/
+	git commit -m "chore: 版本升迁 v$(_NEW_VERSION)"
+	git tag "v$(_NEW_VERSION)"
+	@printf '版本升迁完成: v%s\n' "$(_NEW_VERSION)"
 
 # ============================================
-# 桌面应用
+# Server 模式
 # ============================================
 
-desktop: frontend-build-desktop embedfs-prepare
-	cd backend && CGO_ENABLED=1 go build -o ../build/nex ./cmd/desktop
+server-run:
+	@$(MAKE) -j2 _server-run-backend _server-run-frontend
 
-frontend-build-desktop:
-	cd frontend && cp .env.desktop .env.production.local && bun install && bun run build && rm -f .env.production.local
+server-build: version-check _backend-build _frontend-build
+	@printf 'Server build complete\n'
 
-embedfs-prepare:
+server-lint: _backend-lint _frontend-check
+	@printf 'Server lint complete\n'
+
+server-test: _backend-test _frontend-test
+	@printf 'Server tests passed\n'
+
+server-clean: _backend-clean _frontend-clean
+	@printf 'Server artifacts cleaned\n'
+
+_server-run-backend:
+	@$(MAKE) -C backend run
+
+_server-run-frontend: _frontend-install
+	cd frontend && bun run dev
+
+# ============================================
+# Desktop 模式
+# ============================================
+
+desktop-build-mac: version-check _desktop-prepare-frontend _desktop-prepare-embedfs
+	@printf 'Building macOS desktop...\n'
+	cd backend && CGO_ENABLED=1 GOOS=darwin GOARCH=arm64 go build -ldflags "$(GO_LDFLAGS)" -o ../build/nex-mac-arm64 ./cmd/desktop
+	cd backend && CGO_ENABLED=1 GOOS=darwin GOARCH=amd64 go build -ldflags "$(GO_LDFLAGS)" -o ../build/nex-mac-amd64 ./cmd/desktop
+	lipo -create build/nex-mac-arm64 build/nex-mac-amd64 -output build/nex-mac-universal
+	@printf 'Packaging macOS app bundle...\n'
+	mkdir -p build/Nex.app/Contents/MacOS build/Nex.app/Contents/Resources
+	cp build/nex-mac-universal build/Nex.app/Contents/MacOS/nex
+	@if [ -f assets/icon.icns ]; then \
+		cp assets/icon.icns build/Nex.app/Contents/Resources/; \
+	else \
+		printf 'Missing assets/icon.icns\n'; \
+	fi
+	@MIN_MACOS_VERSION=$$(vtool -show-build build/nex-mac-universal | awk '/minos / {print $$2; exit}'); \
+	if [ -z "$$MIN_MACOS_VERSION" ]; then \
+		printf 'Unable to read macOS minimum version\n'; \
+		exit 1; \
+	fi; \
+	go run ./versionctl macos-plist "$$MIN_MACOS_VERSION" > build/Nex.app/Contents/Info.plist
+	chmod +x build/Nex.app/Contents/MacOS/nex
+	@printf 'macOS desktop build complete\n'
+
+desktop-build-win: version-check _desktop-prepare-frontend _desktop-prepare-embedfs _desktop-prepare-windows-resource
+	@printf 'Building Windows desktop...\n'
+ifeq ($(OS),Windows_NT)
+	powershell -NoProfile -Command "New-Item -ItemType Directory -Path 'build' -Force | Out-Null"
+	cd backend && set "CGO_ENABLED=1"&& set "GOOS=windows"&& set "GOARCH=amd64"&& go build -ldflags "$(GO_LDFLAGS_WIN)" -o ../build/nex-win-amd64.exe ./cmd/desktop
+else
+	mkdir -p build
+	cd backend && CGO_ENABLED=1 GOOS=windows GOARCH=amd64 go build -ldflags "$(GO_LDFLAGS_WIN)" -o ../build/nex-win-amd64.exe ./cmd/desktop
+endif
+	@printf 'Windows desktop build complete\n'
+
+desktop-build-linux: version-check _desktop-prepare-frontend _desktop-prepare-embedfs
+	@printf 'Building Linux desktop...\n'
+	cd backend && CGO_ENABLED=1 GOOS=linux GOARCH=amd64 go build -ldflags "$(GO_LDFLAGS)" -o ../build/nex-linux-amd64 ./cmd/desktop
+	@printf 'Linux desktop build complete\n'
+
+desktop-lint: _backend-lint _frontend-check
+	@printf 'Desktop lint complete\n'
+
+desktop-test: _desktop-test
+	@printf 'Desktop tests passed\n'
+
+desktop-clean: _desktop-clean
+	@printf 'Desktop artifacts cleaned\n'
+
+_desktop-test:
+	cd backend && go test ./cmd/desktop/... -v
+
+_desktop-clean:
+	rm -rf build/ embedfs/assets embedfs/frontend-dist backend/cmd/desktop/rsrc_windows_amd64.syso
+
+_desktop-prepare-frontend: _frontend-install
+	@printf 'Preparing frontend for desktop...\n'
+ifeq ($(OS),Windows_NT)
+	powershell -NoProfile -Command "Copy-Item -LiteralPath 'frontend/.env.desktop' -Destination 'frontend/.env.production.local' -Force"
+	cd frontend && bun run build
+	powershell -NoProfile -Command "Remove-Item -LiteralPath 'frontend/.env.production.local' -Force -ErrorAction SilentlyContinue"
+else
+	cd frontend && cp .env.desktop .env.production.local
+	cd frontend && bun run build
+	rm -f frontend/.env.production.local
+endif
+
+_desktop-prepare-embedfs:
+	@printf 'Preparing embedded filesystem...\n'
+ifeq ($(OS),Windows_NT)
+	powershell -NoProfile -Command "Remove-Item -LiteralPath 'embedfs/assets' -Recurse -Force -ErrorAction SilentlyContinue; Remove-Item -LiteralPath 'embedfs/frontend-dist' -Recurse -Force -ErrorAction SilentlyContinue; Copy-Item -LiteralPath 'assets' -Destination 'embedfs/assets' -Recurse; Copy-Item -LiteralPath 'frontend/dist' -Destination 'embedfs/frontend-dist' -Recurse"
+else
 	rm -rf embedfs/assets embedfs/frontend-dist
 	cp -r assets embedfs/assets
 	cp -r frontend/dist embedfs/frontend-dist
+endif
 
-desktop-darwin: frontend-build-desktop embedfs-prepare
-	cd backend && CGO_ENABLED=1 GOOS=darwin GOARCH=arm64 go build -o ../build/nex-darwin-arm64 ./cmd/desktop
-	cd backend && CGO_ENABLED=1 GOOS=darwin GOARCH=amd64 go build -o ../build/nex-darwin-amd64 ./cmd/desktop
-
-desktop-windows: frontend-build-desktop embedfs-prepare
-	cd backend && CGO_ENABLED=1 GOOS=windows GOARCH=amd64 go build -ldflags "-H=windowsgui" -o ../build/nex-windows-amd64.exe ./cmd/desktop
-
-desktop-linux: frontend-build-desktop embedfs-prepare
-	cd backend && CGO_ENABLED=1 GOOS=linux GOARCH=amd64 go build -o ../build/nex-linux-amd64 ./cmd/desktop
-
-package-macos:
-	./scripts/build/package-macos.sh
+_desktop-prepare-windows-resource:
+	@printf 'Preparing Windows executable icon...\n'
+ifeq ($(OS),Windows_NT)
+	cd backend/cmd/desktop && windres -O coff -F pe-x86-64 -i icon_windows.rc -o rsrc_windows_amd64.syso
+else
+	@if command -v x86_64-w64-mingw32-windres >/dev/null 2>&1; then \
+		cd backend/cmd/desktop && x86_64-w64-mingw32-windres -O coff -F pe-x86-64 -i icon_windows.rc -o rsrc_windows_amd64.syso; \
+	elif command -v windres >/dev/null 2>&1; then \
+		cd backend/cmd/desktop && windres -O coff -F pe-x86-64 -i icon_windows.rc -o rsrc_windows_amd64.syso; \
+	else \
+		printf 'Missing windres for Windows icon resource generation\n'; \
+		exit 1; \
+	fi
+endif
 
 # ============================================
-# 清理
+# 发布资产
 # ============================================
 
-clean:
-	rm -rf backend/bin/ backend/coverage.out backend/coverage.html
-	rm -rf build/
+release-assets-linux: version-check desktop-build-linux
+	rm -rf "$(RELEASE_DIR)"
+	mkdir -p "$(RELEASE_DIR)"
+	cd backend && CGO_ENABLED=1 GOOS=linux GOARCH=amd64 go build -ldflags "$(GO_LDFLAGS)" -o ../build/nex-server-linux-amd64 ./cmd/server
+	tar -C build -czf "$(RELEASE_DIR)/$(SERVER_LINUX_ASSET)" nex-server-linux-amd64
+	tar -C build -czf "$(RELEASE_DIR)/$(DESKTOP_LINUX_ASSET)" nex-linux-amd64
+
+release-assets-windows: version-check desktop-build-win
+ifeq ($(OS),Windows_NT)
+	powershell -NoProfile -Command "Remove-Item -LiteralPath '$(RELEASE_DIR)' -Recurse -Force -ErrorAction SilentlyContinue; New-Item -ItemType Directory -Path '$(RELEASE_DIR)' -Force | Out-Null"
+	cd backend && set "CGO_ENABLED=1"&& set "GOOS=windows"&& set "GOARCH=amd64"&& go build -ldflags "$(GO_LDFLAGS_WIN)" -o ../build/nex-server-win-amd64.exe ./cmd/server
+	powershell -NoProfile -Command "Compress-Archive -LiteralPath 'build/nex-server-win-amd64.exe' -DestinationPath '$(RELEASE_DIR)/$(SERVER_WINDOWS_ASSET)' -Force"
+	powershell -NoProfile -Command "Compress-Archive -LiteralPath 'build/nex-win-amd64.exe' -DestinationPath '$(RELEASE_DIR)/$(DESKTOP_WINDOWS_ASSET)' -Force"
+else
+	@printf 'release-assets-windows requires Windows\n'
+	@exit 1
+endif
+
+release-assets-macos: version-check desktop-build-mac
+	rm -rf "$(RELEASE_DIR)"
+	mkdir -p "$(RELEASE_DIR)"
+	cd backend && CGO_ENABLED=1 GOOS=darwin GOARCH=amd64 go build -ldflags "$(GO_LDFLAGS)" -o ../build/nex-server-darwin-amd64 ./cmd/server
+	cd backend && CGO_ENABLED=1 GOOS=darwin GOARCH=arm64 go build -ldflags "$(GO_LDFLAGS)" -o ../build/nex-server-darwin-arm64 ./cmd/server
+	tar -C build -czf "$(RELEASE_DIR)/$(SERVER_DARWIN_AMD64_ASSET)" nex-server-darwin-amd64
+	tar -C build -czf "$(RELEASE_DIR)/$(SERVER_DARWIN_ARM64_ASSET)" nex-server-darwin-arm64
+	ditto -c -k --keepParent build/Nex.app "$(RELEASE_DIR)/$(DESKTOP_MACOS_ASSET)"
+
+# ============================================
+# 共享 helper targets
+# ============================================
+
+_backend-build:
+	@$(MAKE) -C backend build
+
+_backend-lint:
+	@$(MAKE) -C backend lint
+
+_backend-test:
+	@$(MAKE) -C backend test
+
+_backend-clean:
+	@$(MAKE) -C backend clean
+
+_versionctl-lint:
+	@$(MAKE) -C versionctl lint
+
+_versionctl-test:
+	@$(MAKE) -C versionctl test
+
+_frontend-install:
+	cd frontend && bun install
+
+_frontend-build: _frontend-install
+	cd frontend && bun run build
+
+_frontend-check: _frontend-install
+	cd frontend && bun run check
+
+_frontend-test: _frontend-install
+	cd frontend && bun run test
+
+_frontend-dev: _frontend-install
+	cd frontend && bun run dev
+
+_frontend-clean:
+	rm -rf frontend/dist frontend/.next frontend/coverage frontend/playwright-report frontend/test-results frontend/tsconfig.tsbuildinfo

README.md

@@ -36,13 +36,9 @@ nex/
 │
 ├── assets/               # 应用资源
 │   ├── icon.png          # 托盘图标
-│   ├── AppIcon.icns      # macOS 应用图标
+│   ├── icon.icns         # macOS 应用图标
 │   └── icon.ico          # Windows 应用图标
 │
-├── scripts/              # 构建脚本
-│   └── build/
-│       └── package-macos.sh  # macOS .app 打包脚本
-│
 └── README.md             # 本文件
 ```
 
@@ -51,7 +47,7 @@ nex/
 - **双协议支持**：同时支持 OpenAI 和 Anthropic 协议
 - **跨协议转换**：Hub-and-Spoke 架构实现 OpenAI ↔ Anthropic 双向转换
 - **统一模型 ID**：`provider_id/model_name` 格式全局唯一标识模型（如 `openai/gpt-4`）
-- **Smart Passthrough**：同协议请求零序列化开销，仅改写 model 字段
+- **Smart Passthrough**：同协议请求跳过 Canonical 全量转换，仅在 JSON 层改写 model 字段
 - **流式响应**：完整支持 SSE 流式传输，包括跨协议流式转换
 - **Function Calling**：支持工具调用（Tools）
 - **Thinking / Reasoning**：支持 OpenAI `reasoning_effort` 和 Anthropic `thinking` 配置
@@ -67,11 +63,25 @@ nex/
 - **HTTP 框架**: Gin
 - **ORM**: GORM
 - **数据库**: SQLite / MySQL
-- **日志**: zap + lumberjack（结构化日志 + 日志轮转）
+- **日志**: zap + lumberjack（结构化日志 + 日志轮转 + 模块标识）
 - **配置**: Viper + pflag（多层配置：CLI > 环境变量 > 配置文件 > 默认值）
 - **验证**: go-playground/validator/v10
 - **迁移**: goose
 
+#### 日志模块标识规范
+
+每个模块通过依赖注入获取带模块标识的 logger，日志输出格式为 `[module.name]`：
+
+```
+Console: INFO  [handler.proxy]  处理请求  method=POST path=/v1/chat
+JSON:    {"level":"info","logger":"handler.proxy","msg":"处理请求","method":"POST"}
+```
+
+模块命名规范：
+- 单一职责包：`database`、`config`
+- 多实体包：`handler.proxy`、`service.provider`
+- 子包：`handler.middleware`
+
 ### 前端
 - **运行时**: Bun
 - **构建工具**: Vite
@@ -81,7 +91,7 @@ nex/
 - **图表库**: Recharts
 - **路由**: React Router v7
 - **数据获取**: TanStack Query v5
-- **样式**: SCSS Modules
+- **样式**: TDesign 组件 props 优先，TDesign tokens 次之，SCSS 作为兜底补充
 - **测试**: Vitest + React Testing Library + Playwright
 
 ## 快速开始
@@ -91,22 +101,18 @@ nex/
 **构建桌面应用**：
 
 ```bash
-# 当前平台
-make desktop
-
-# macOS (arm64 + amd64)
-make desktop-darwin
-make package-macos  # 打包为 .app
+# macOS (arm64 + amd64，并打包为 .app)
+make desktop-build-mac
 
 # Windows
-make desktop-windows
+make desktop-build-win
 
 # Linux
-make desktop-linux
+make desktop-build-linux
 ```
 
 **使用桌面应用**：
-- 双击启动应用（macOS: Nex.app，Windows: nex.exe，Linux: nex）
+- 双击启动应用（macOS: Nex.app，Windows: nex-win-amd64.exe，Linux: nex-linux-amd64）
 - 系统托盘图标出现，浏览器自动打开管理界面
 - 点击托盘图标显示菜单，可打开管理界面或退出
 - 关闭浏览器后服务继续运行，可通过托盘重新打开
@@ -123,50 +129,54 @@ make desktop-linux
 - Xfce: 需要 libappindicator
 - 其他支持 StatusNotifierItem 规范的环境
 
-### CLI 模式
-
-#### 后端
+### Server 模式（前后端分离）
 
 ```bash
-cd backend
-go mod download
-go run cmd/server/main.go
+make server-run
 ```
 
-后端服务将在 `http://localhost:9826` 启动。首次启动会自动：
+`make server-run` 会并行启动：
+- 后端服务：`http://localhost:9826`
+- 前端开发服务器：`http://localhost:5173`
+
+前端请求会继续通过 Vite proxy 转发到后端。后端首次启动会自动：
 - 创建配置文件 `~/.nex/config.yaml`
 - 初始化数据库 `~/.nex/config.db`
 - 运行数据库迁移
 - 创建日志目录 `~/.nex/log/`
 
-### 前端
+**构建 server 模式产物**：
 
 ```bash
-cd frontend
-bun install
-bun dev
+make server-build
 ```
 
-前端开发服务器将在 `http://localhost:5173` 启动，API 请求通过 Vite proxy 转发到后端。
-
 ## API 接口
 
 ### 代理接口（对外部应用）
 
-代理接口统一使用 `/{protocol}/*path` 路由格式，模型 ID 使用 `provider_id/model_name` 格式（如 `openai/gpt-4`）。同协议请求走 Smart Passthrough，最小化 JSON 改写保持参数保真；跨协议请求走完整 decode/encode 转换。
+代理接口统一使用 `/{protocol}/*path` 路由格式，模型 ID 使用 `provider_id/model_name` 格式（如 `openai/gpt-4`）。同协议请求走 Smart Passthrough，最小化 JSON 改写并保持未改写字段的 JSON 内容和类型不变；跨协议请求走完整 decode/encode 转换。
 
 **OpenAI 协议**（`protocol=openai`）：
-- `POST /openai/chat/completions` - 对话补全
-- `GET /openai/models` - 模型列表（本地数据库聚合）
-- `GET /openai/models/{provider_id}/{model_name}` - 模型详情（本地数据库查询）
-- `POST /openai/embeddings` - 嵌入
-- `POST /openai/rerank` - 重排序
+- `POST /openai/v1/chat/completions` - 对话补全
+- `GET /openai/v1/models` - 模型列表（本地数据库聚合）
+- `GET /openai/v1/models/{provider_id}/{model_name}` - 模型详情（本地数据库查询）
+- `POST /openai/v1/embeddings` - 嵌入
+- `POST /openai/v1/rerank` - 重排序
 
 **Anthropic 协议**（`protocol=anthropic`）：
 - `POST /anthropic/v1/messages` - 消息对话
 - `GET /anthropic/v1/models` - 模型列表（本地数据库聚合）
 - `GET /anthropic/v1/models/{provider_id}/{model_name}` - 模型详情（本地数据库查询）
 
+路径边界：网关只剥离第一段协议前缀，剩余路径保持协议原生形态交给 adapter。OpenAI adapter 接收 `/v1/chat/completions`、`/v1/models`、`/v1/embeddings`、`/v1/rerank`，并在构建上游 URL 时去掉 `/v1`；Anthropic adapter 接收 `/v1/messages`、`/v1/models`。因此 OpenAI 供应商 `base_url` 配置到版本路径一级（如 `https://api.openai.com/v1`），Anthropic 供应商 `base_url` 配置到域名级（如 `https://api.anthropic.com`）。
+
+代理错误边界：网关层错误统一返回 `{"error":"...","code":"..."}`，例如 `INVALID_JSON`、`MODEL_NOT_FOUND`、`CONVERSION_FAILED`、`UPSTREAM_UNAVAILABLE`。只要上游已经返回 HTTP 响应，非 2xx 的 status、过滤 hop-by-hop header 后的 headers 和 body 会直接透传，不包装为应用错误或协议错误。
+
+模型路由边界：只有 adapter 明确适配的接口会解析请求体中的 `model` 并使用统一模型 ID 路由；未知接口即使包含顶层 `model` 也按无 model 透传处理。
+
+流式边界：同协议无响应 model 改写时原样透传 SSE frame 和 `[DONE]`；同协议需要响应 model 改写时只解析 SSE frame 的 `data` JSON 并改写 `model`；跨协议流式仍走 provider decoder → Canonical stream event → client encoder。
+
 ### 管理接口（对前端）
 
 #### 供应商管理
@@ -189,6 +199,9 @@ bun dev
 
 查询参数支持：`provider_id`、`model_name`、`start_date`、`end_date`、`group_by`
 
+#### 版本信息
+- `GET /api/version` - 获取后端构建版本信息（`version`、`commit`、`build_time`），用于前端 About 页面诊断前后端版本一致性
+
 ## 配置
 
 配置支持多种方式，优先级为：**CLI 参数 > 环境变量 > 配置文件 > 默认值**
@@ -262,25 +275,100 @@ export NEX_DATABASE_DBNAME=nex
 ## 测试
 
 ```bash
-make backend-test              # 后端测试
-make backend-test-coverage     # 后端覆盖率
-make frontend-test             # 前端测试
-make frontend-test-e2e         # 前端 E2E 测试
+# 全局默认测试（不含 MySQL 和前端 E2E）
+make test
+
+# 产品级测试
+make server-test
+make desktop-test
 ```
 
+backend 分类测试、MySQL 专项测试和前端 E2E 测试请分别查看 `backend/README.md` 与 `frontend/README.md`。
+
 ## 开发
 
 ```bash
-make backend-build             # 构建后端
-make backend-run               # 运行后端
-make backend-lint              # 后端代码检查
-make backend-migrate-up        # 数据库迁移
+# 首次克隆后安装 Git hooks
+lefthook install
 
-make frontend-build            # 构建前端
-make frontend-dev              # 前端开发模式
-make frontend-lint             # 前端代码检查
+# 全局命令
+make lint                       # 前后端共享检查
+make test                       # 默认全量测试（不含 MySQL/E2E）
+make clean                      # 清理所有构建产物和测试报告
+
+# server 模式
+make server-run                 # 并行启动后端和前端开发服务
+make server-build               # 构建 backend/bin/server 和 frontend/dist
+make server-lint                # server 模式检查
+make server-test                # server 模式测试
+make server-clean               # 清理 server 模式产物
+
+# desktop 模式
+make desktop-build-mac          # 构建 macOS 桌面应用
+make desktop-build-win          # 构建 Windows 桌面应用
+make desktop-build-linux        # 构建 Linux 桌面应用
+make desktop-lint               # desktop 模式检查
+make desktop-test               # desktop 专属测试
+make desktop-clean              # 清理 desktop 产物
 ```
 
+## 版本与发布
+
+### 统一版本源
+
+- 仓库根目录 `VERSION` 是全仓唯一版本源，格式固定为 `x.y.z`
+- `frontend/package.json` 和前端 `.env.*` 中的 `VITE_APP_VERSION` 由仓库工具同步，不能手工漂移
+
+### 本地版本演进
+
+```bash
+# 递增版本（自动 sync + check + commit + tag）
+make version-bump BUMP=minor
+
+# 或指定具体版本号
+make version-bump SET_VERSION=1.0.0
+
+# 推送到远程
+git push --follow-tags
+```
+
+手动同步和校验：
+
+```bash
+make version-sync
+make version-check
+```
+
+### 本地生成发布资产
+
+```bash
+# Linux: server + desktop
+make release-assets-linux
+
+# Windows: server + desktop（需在 Windows 环境执行）
+make release-assets-windows
+
+# macOS: darwin-amd64 server、darwin-arm64 server、desktop universal
+make release-assets-macos
+```
+
+生成的版本化发布资产位于 `build/release/`。
+
+### GitHub Draft Release
+
+- 推送 `vX.Y.Z` tag 后，`.github/workflows/release.yml` 会自动执行发布流水线
+- 三个平台 job 会在正式构建前先检查 `go`、`bun` 和各自的平台打包工具链，缺失时快速失败并在日志中输出诊断信息
+- Windows 发布 job 在 `MSYS2 / MINGW64` shell 中执行，并继承 `setup-go` / `setup-bun` 准备好的工具链路径
+- 流水线会先校验 tag 与 `VERSION` 一致，再构建以下资产并上传到 GitHub Draft Release：
+  - Linux server
+  - Windows server
+  - darwin-amd64 server
+  - darwin-arm64 server
+  - Linux desktop
+  - Windows desktop
+  - macOS desktop universal
+- Release 默认以 Draft 形式创建，需人工检查后再公开发布
+
 ## 开发规范
 
 详见各子项目的 README.md：
@@ -289,4 +377,4 @@ make frontend-lint             # 前端代码检查
 
 ## 许可证
 
-MIT
+Apache License 2.0

VERSION

@@ -0,0 +1 @@
+0.1.1

assets/README.md

@@ -1,64 +0,0 @@
-# Assets
-
-应用资源文件目录。
-
-## 文件说明
-
-| 文件 | 用途 | 尺寸 | 格式 |
-|------|------|------|------|
-| `icon.svg` | 源图标 | 64x64 | SVG |
-| `icon.png` | 托盘图标 | 64x64 | PNG |
-| `AppIcon.icns` | macOS 应用图标 | 多尺寸 | ICNS |
-| `icon.ico` | Windows 应用图标 | 256x256 | ICO |
-
-## 替换图标
-
-### 1. 准备图标
-
-推荐使用 SVG 格式的源图标，尺寸至少 256x256。
-
-### 2. 生成各平台图标
-
-**托盘图标 (PNG)**：
-```bash
-magick your-icon.svg -resize 64x64 icon.png
-```
-
-**macOS 应用图标 (ICNS)**：
-```bash
-mkdir icon.iconset
-magick your-icon.svg -resize 16x16 icon.iconset/icon_16x16.png
-magick your-icon.svg -resize 32x32 icon.iconset/icon_16x16@2x.png
-magick your-icon.svg -resize 32x32 icon.iconset/icon_32x32.png
-magick your-icon.svg -resize 64x64 icon.iconset/icon_32x32@2x.png
-magick your-icon.svg -resize 128x128 icon.iconset/icon_128x128.png
-magick your-icon.svg -resize 256x256 icon.iconset/icon_128x128@2x.png
-iconutil -c icns icon.iconset -o AppIcon.icns
-rm -rf icon.iconset
-```
-
-**Windows 应用图标 (ICO)**：
-```bash
-magick your-icon.svg -resize 256x256 icon.ico
-```
-
-### 3. 替换文件
-
-将生成的文件放入此目录，然后重新构建桌面应用：
-```bash
-./scripts/build/build-darwin-arm64.sh
-```
-
-## macOS Template 图标
-
-macOS 支持 Template 图标，自动适配深浅色模式：
-- 使用黑色 + 透明设计
-- 文件名以 `Template` 结尾（如 `iconTemplate.png`）
-- 黑色在深色模式下自动变为白色
-
-## 设计建议
-
-- 托盘图标应简洁，在小尺寸下清晰可辨
-- 避免过多细节和文字
-- 使用高对比度颜色
-- macOS 建议使用 Template 图标风格

assets/icon.svg

@@ -1,13 +0,0 @@
-<svg width="64" height="64" viewBox="0 0 64 64" xmlns="http://www.w3.org/2000/svg">
-  <rect width="64" height="64" rx="12" fill="#4A90D9"/>
-  <polygon points="32,8 52,20 52,44 32,56 12,44 12,20" fill="none" stroke="white" stroke-width="3"/>
-  <circle cx="32" cy="32" r="6" fill="white"/>
-  <line x1="32" y1="32" x2="20" y2="20" stroke="white" stroke-width="2"/>
-  <line x1="32" y1="32" x2="44" y2="20" stroke="white" stroke-width="2"/>
-  <line x1="32" y1="32" x2="20" y2="44" stroke="white" stroke-width="2"/>
-  <line x1="32" y1="32" x2="44" y2="44" stroke="white" stroke-width="2"/>
-  <circle cx="20" cy="20" r="3" fill="white"/>
-  <circle cx="44" cy="20" r="3" fill="white"/>
-  <circle cx="20" cy="44" r="3" fill="white"/>
-  <circle cx="44" cy="44" r="3" fill="white"/>
-</svg>

backend/.golangci.yml

@@ -0,0 +1,91 @@
+run:
+  timeout: 5m
+  tests: true
+
+linters:
+  disable-all: true
+  enable:
+    - forbidigo
+    - errorlint
+    - errcheck
+    - staticcheck
+    - revive
+    - gocritic
+    - gosec
+    - bodyclose
+    - noctx
+    - nilerr
+    - goimports
+    - gocyclo
+
+linters-settings:
+  errcheck:
+    check-blank: true
+    check-type-assertions: true
+    exclude-functions:
+      - fmt.Fprintf
+  forbidigo:
+    analyze-types: true
+    forbid:
+      - p: '^fmt\.Print.*$'
+        msg: 使用 zap logger，不要直接输出到 stdout/stderr
+      - p: '^fmt\.Fprint.*$'
+        msg: 使用 zap logger，不要直接输出到 stdout/stderr
+      - p: '^log\.(Print|Println|Printf|Fatal|Fatalln|Fatalf|Panic|Panicln|Panicf)$'
+        msg: 使用 zap logger，不要使用标准库 log
+      - p: '^zap\.L$'
+        msg: 通过依赖注入传递 *zap.Logger，不要使用全局 logger
+      - p: '^zap\.S$'
+        msg: 不使用 Sugar logger
+  revive:
+    rules:
+      - name: exported
+      - name: var-naming
+      - name: indent-error-flow
+      - name: error-strings
+      - name: error-return
+      - name: blank-imports
+      - name: context-as-argument
+      - name: unexported-return
+  goimports:
+    local-prefixes: nex/backend
+  gocyclo:
+    min-complexity: 10
+
+issues:
+  exclude-dirs:
+    - tests/mocks
+  exclude-generated: true
+  exclude-rules:
+    - path: '(_test\.go|tests/)'
+      linters:
+        - forbidigo
+    - path: '(_test\.go|tests/)'
+      linters:
+        - errcheck
+      source: '(^\s*_\s*=|,\s*_)'
+    - path: 'tests/integration/e2e_conversion_test\.go'
+      linters:
+        - errcheck
+    - path: '(_test\.go|tests/)'
+      linters:
+        - revive
+      text: '^exported:'
+    - path: '(_test\.go|tests/)'
+      linters:
+        - gosec
+      text: 'G(101|401|501)'
+    - path: '(_test\.go|tests/)'
+      linters:
+        - gocyclo
+      text: 'cyclomatic complexity (1[1-9]|20) of .* is high \(> 10\)'
+    - linters:
+        - revive
+      text: '(that stutters|BuildUrl should be BuildURL|ConvertHttpRequest should be ConvertHTTPRequest|ConvertHttpResponse should be ConvertHTTPResponse)'
+    - path: 'internal/conversion/.*\.go'
+      linters:
+        - gocyclo
+        - gocritic
+    - path: '(internal/provider/client\.go|internal/service/model_service_impl\.go|internal/service/stats_buffer\.go|internal/handler/proxy_handler\.go|cmd/(desktop|server)/main\.go)'
+      linters:
+        - gocyclo

backend/Makefile

@@ -0,0 +1,97 @@
+.PHONY: \
+	build run \
+	test test-unit test-integration test-coverage \
+	lint clean \
+	migrate-up migrate-down migrate-status migrate-create \
+	mysql-up mysql-down mysql-test mysql-test-quick
+
+VERSION := $(shell go run ../versionctl print)
+GIT_COMMIT ?= $(shell git rev-parse --short HEAD 2>/dev/null || printf 'unknown')
+BUILD_TIME ?= $(shell date -u +"%Y-%m-%dT%H:%M:%SZ")
+GO_LDFLAGS := -X nex/backend/pkg/buildinfo.version=$(VERSION) -X nex/backend/pkg/buildinfo.commit=$(GIT_COMMIT) -X nex/backend/pkg/buildinfo.buildTime=$(BUILD_TIME)
+
+DB_DRIVER ?= sqlite3
+DB_DSN ?= $(HOME)/.nex/config.db
+
+ifeq ($(DB_DRIVER),mysql)
+GOOSE_DIR := migrations/mysql
+GOOSE_DRIVER := mysql
+else ifeq ($(DB_DRIVER),sqlite3)
+GOOSE_DIR := migrations/sqlite
+GOOSE_DRIVER := sqlite3
+else
+$(error unsupported DB_DRIVER '$(DB_DRIVER)', use sqlite3 or mysql)
+endif
+
+build:
+	go build -ldflags "$(GO_LDFLAGS)" -o bin/server ./cmd/server
+
+run:
+	go run -ldflags "$(GO_LDFLAGS)" ./cmd/server
+
+test:
+	go test ./internal/... ./pkg/... ./tests/... ./cmd/server/... -v
+
+test-unit:
+	go test ./internal/... ./pkg/... -v
+
+test-integration:
+	go test ./tests/... -v
+
+test-coverage:
+	go test ./... -coverprofile=coverage.out
+	go tool cover -html=coverage.out -o coverage.html
+	@printf 'Coverage report generated: backend/coverage.html\n'
+
+lint:
+	go tool golangci-lint run ./...
+
+clean:
+	rm -rf bin/ coverage.out coverage.html
+
+migrate-up:
+	@printf 'Running database migration up...\n'
+	goose -dir $(GOOSE_DIR) $(GOOSE_DRIVER) "$(DB_DSN)" up
+
+migrate-down:
+	@printf 'Running database migration down...\n'
+	goose -dir $(GOOSE_DIR) $(GOOSE_DRIVER) "$(DB_DSN)" down
+
+migrate-status:
+	@printf 'Checking database migration status...\n'
+	goose -dir $(GOOSE_DIR) $(GOOSE_DRIVER) "$(DB_DSN)" status
+
+migrate-create:
+	@printf 'Migration name: '; \
+	read name; \
+	goose -dir migrations/sqlite create $$name sql; \
+	goose -dir migrations/mysql create $$name sql
+
+mysql-up:
+	@printf 'Starting MySQL test container...\n'
+	cd tests/mysql && docker-compose up -d
+	@printf 'Waiting for MySQL to be ready...\n'
+	@for i in $$(seq 1 30); do \
+		if docker exec nex-mysql-test mysqladmin ping -h localhost -u root -ptestpass --silent 2>/dev/null; then \
+			printf 'MySQL is ready\n'; \
+			exit 0; \
+		fi; \
+		printf 'Waiting... (%s/30)\n' $$i; \
+		sleep 1; \
+	done; \
+	printf 'MySQL failed to start\n'; \
+	exit 1
+
+mysql-down:
+	@printf 'Stopping MySQL test container...\n'
+	cd tests/mysql && docker-compose down -v
+
+mysql-test:
+	@set -e; \
+	$(MAKE) mysql-up; \
+	trap '$(MAKE) mysql-down' EXIT; \
+	go test -tags=mysql ./tests/mysql/... -v -count=1
+
+mysql-test-quick:
+	@printf 'Running MySQL tests without container management...\n'
+	go test -tags=mysql ./tests/mysql/... -v -count=1

backend/README.md

@@ -4,21 +4,67 @@ AI 网关后端服务，提供统一的大模型 API 代理接口。
 
 ## 功能特性
 
-- 支持 OpenAI 协议（`/openai/v1/...`）
+- 支持 OpenAI 协议（`/openai/v1/...`，例如 `/openai/v1/chat/completions`）
 - 支持 Anthropic 协议（`/anthropic/v1/...`）
 - 支持 Hub-and-Spoke 跨协议双向转换（OpenAI ↔ Anthropic）
-- 同协议透传（零语义损失、零序列化开销）
+- 同协议透传（跳过 Canonical 全量转换，保持协议语义）
 - 支持流式响应（SSE）
 - 支持 Function Calling / Tools
 - 支持 Thinking / Reasoning
 - 支持扩展层接口（Models、Embeddings、Rerank）
 - 多供应商配置和路由
 - 用量统计
-- 结构化日志（zap + lumberjack）
+- 结构化日志（zap + lumberjack + 模块标识）
 - YAML 配置管理
 - 请求验证
 - 中间件支持（请求 ID、日志、恢复、CORS）
 
+## 日志规范
+
+### 模块标识
+
+每个模块通过依赖注入获取带模块标识的 logger：
+
+```go
+func NewProxyHandler(..., logger *zap.Logger) *ProxyHandler {
+    return &ProxyHandler{
+        logger: pkglogger.WithModule(logger, "handler.proxy"),
+    }
+}
+```
+
+输出格式：
+- Console: `INFO  [handler.proxy]  处理请求  method=POST path=/v1/chat`
+- JSON: `{"level":"info","logger":"handler.proxy","msg":"处理请求"}`
+
+### 模块命名规范
+
+| 模块 | 命名 |
+|------|------|
+| ProxyHandler | `handler.proxy` |
+| ProviderHandler | `handler.provider` |
+| Provider Client | `provider.client` |
+| ConversionEngine | `conversion.engine` |
+| RoutingCache | `service.routing_cache` |
+| StatsBuffer | `service.stats_buffer` |
+| Database | `database` |
+
+### 标准字段
+
+使用 `pkg/logger/field.go` 中定义的字段构造函数：
+
+```go
+logger.Debug("请求开始",
+    pkglogger.Method("POST"),
+    pkglogger.Path("/v1/chat"),
+    pkglogger.RequestID("xxx"),
+)
+```
+
+### GORM 日志
+
+GORM 日志自动桥接到 zap，SQL 查询映射到 Debug 级别。
+
 ## 技术栈
 
 - **语言**: Go 1.26+
@@ -105,9 +151,13 @@ backend/
 │   │   ├── errors.go
 │   │   └── wrap.go
 │   ├── logger/                  # 日志系统
-│   │   ├── logger.go
-│   │   ├── rotate.go
-│   │   └── context.go
+│   │   ├── logger.go            # 核心初始化
+│   │   ├── field.go             # 标准字段定义
+│   │   ├── module.go            # 模块日志器
+│   │   ├── context.go           # Context 辅助函数
+│   │   ├── gorm.go              # GORM 适配器
+│   │   ├── minimal.go           # 最小化 logger
+│   │   └── rotate.go            # 日志轮转
 │   ├── modelid/                 # 统一模型 ID 工具包
 │   │   ├── model_id.go
 │   │   └── model_id_test.go
@@ -170,7 +220,7 @@ OpenAI Response ← Canonical Response ← Anthropic Response
 
 ### Smart Passthrough 机制
 
-同协议请求走 Smart Passthrough 路径，**零序列化开销**：
+同协议请求走 Smart Passthrough 路径，不进入 Canonical 全量转换：
 
 ```
 1. 检测 clientProtocol == providerProtocol
@@ -179,12 +229,14 @@ OpenAI Response ← Canonical Response ← Anthropic Response
 4. 响应中仅改写 model 字段：upstream_model_name → unified_id
 ```
 
+Smart Passthrough 保持未改写 JSON 字段的内容和类型不变，不承诺保留原始字节顺序、空白或对象字段顺序。
+
 ### 流式转换器层次
 
 ```
 StreamConverter (接口)
 ├── PassthroughStreamConverter      # 直接透传，无任何处理
-├── SmartPassthroughStreamConverter # 同协议 + 逐 chunk 改写 model
+├── SmartPassthroughStreamConverter # 同协议 + 按 SSE frame 改写 data JSON model
 └── CanonicalStreamConverter        # 跨协议完整转换（decode → encode）
 ```
 
@@ -251,6 +303,7 @@ StreamConverter (接口)
 | `PROTOCOL_CONSTRAINT_VIOLATION` | 协议约束违反 |
 | `ENCODING_FAILURE` | 编码失败 |
 | `INTERFACE_NOT_SUPPORTED` | 接口不支持（如 Anthropic Embeddings） |
+| `UNSUPPORTED_MULTIMODAL` | 跨协议暂不支持多模态内容 |
 
 ### AppError 预定义错误
 
@@ -384,24 +437,37 @@ docker run -d -e NEX_SERVER_PORT=9000 -e NEX_LOG_LEVEL=info nex-server
 ## 测试
 
 ```bash
-# 运行所有测试
+# 运行 backend 默认测试
 make test
 
+# 分类测试
+make test-unit
+make test-integration
+
 # 生成覆盖率报告
 make test-coverage
+
+# MySQL 专项测试
+make mysql-up
+make mysql-down
+make mysql-test
+make mysql-test-quick
 ```
 
 ## 数据库迁移
 
 ```bash
 # 使用 Makefile
-make migrate-up DB_PATH=~/.nex/config.db
-make migrate-down DB_PATH=~/.nex/config.db
-make migrate-status DB_PATH=~/.nex/config.db
+make migrate-up DB_DSN=~/.nex/config.db
+make migrate-down DB_DSN=~/.nex/config.db
+make migrate-status DB_DSN=~/.nex/config.db
 
 # 创建新迁移
 make migrate-create
 
+# MySQL 迁移
+make migrate-up DB_DRIVER=mysql DB_DSN='user:pass@tcp(localhost:3306)/nex'
+
 # 或直接使用 goose
 goose -dir migrations sqlite3 ~/.nex/config.db up
 ```
@@ -410,15 +476,15 @@ goose -dir migrations sqlite3 ~/.nex/config.db up
 
 ### 代理接口
 
-使用 `/{protocol}/v1/{path}` URL 前缀路由：
+使用 `/{protocol}/*path` URL 前缀路由。网关只剥离第一段协议前缀，不在 Handler 中统一添加或移除 `/v1`；剩余 path 是协议原生 nativePath，由对应 adapter 识别和组合上游 URL。
 
 #### OpenAI 协议
 
 ```
-POST /openai/chat/completions
-GET  /openai/models
-POST /openai/embeddings
-POST /openai/rerank
+POST /openai/v1/chat/completions
+GET  /openai/v1/models
+POST /openai/v1/embeddings
+POST /openai/v1/rerank
 ```
 
 #### Anthropic 协议
@@ -428,10 +494,20 @@ POST /anthropic/v1/messages
 GET  /anthropic/v1/models
 ```
 
-**协议转换**：网关支持任意协议间的双向转换。客户端使用 OpenAI 协议请求，上游供应商可以是 Anthropic 协议（反之亦然）。同协议时自动透传，零序列化开销。
+**协议转换**：网关支持任意协议间的双向转换。客户端使用 OpenAI 协议请求，上游供应商可以是 Anthropic 协议（反之亦然）。同协议时自动透传或 Smart Passthrough，跳过 Canonical 全量转换。
 
 **统一模型 ID**：代理请求中的 `model` 字段使用 `provider_id/model_name` 格式（如 `openai/gpt-4`），网关据此路由到对应供应商。同协议时自动改写为上游 `model_name`，跨协议时通过全量转换处理。
 
+**base_url 约定**：
+- OpenAI 供应商配置到版本路径一级，例如 `https://api.openai.com/v1`；当客户端请求 `/openai/v1/chat/completions` 时，OpenAI adapter 会把 nativePath `/v1/chat/completions` 映射为上游 path `/chat/completions`，最终 URL 为 `https://api.openai.com/v1/chat/completions`。
+- Anthropic 供应商配置到域名级，例如 `https://api.anthropic.com`。
+
+**模型提取边界**：只有 adapter 明确适配的 Chat、Embeddings、Rerank 等接口会提取 `model` 并尝试统一模型 ID 路由。未知接口不做顶层 `model` 猜测，直接按无 model 透传。
+
+**流式透传边界**：同协议无响应 model 改写时 raw passthrough，保留 SSE frame 边界和 `[DONE]`；同协议需要改写时按 SSE frame 解析 `data` JSON，仅改写 `model`；跨协议继续使用 StreamDecoder → CanonicalStreamConverter → StreamEncoder。
+
+**错误边界**：网关层代理错误返回 `{"error":"...","code":"..."}`。已收到上游 HTTP 响应时，非 2xx status、过滤 hop-by-hop header 后的 headers 和 body 直接透传；没有收到上游响应的连接/DNS/TLS/超时错误返回 `UPSTREAM_UNAVAILABLE`。
+
 ### 管理接口
 
 #### 供应商管理
@@ -459,7 +535,7 @@ GET  /anthropic/v1/models
 - Anthropic 协议：配置到域名，不包含版本路径，如 `https://api.anthropic.com`
 
 **对外 URL 格式**：
-- OpenAI 协议：`/{protocol}/{endpoint}`，如 `/openai/chat/completions`、`/openai/models`、`/openai/embeddings`
+- OpenAI 协议：`/{protocol}/v1/{endpoint}`，如 `/openai/v1/chat/completions`、`/openai/v1/models`、`/openai/v1/embeddings`
 - Anthropic 协议：`/{protocol}/v1/{endpoint}`，如 `/anthropic/v1/messages`、`/anthropic/v1/models`
 
 #### 模型管理
@@ -501,6 +577,20 @@ GET  /anthropic/v1/models
 
 查询参数：`provider_id`、`model_name`、`start_date`（YYYY-MM-DD）、`end_date`、`group_by`（provider/model/date）
 
+#### 版本信息
+
+- `GET /api/version` - 获取后端构建版本信息
+
+响应字段来源于构建阶段注入的 `buildinfo` 元数据：
+
+```json
+{
+  "version": "0.1.0",
+  "commit": "abc1234",
+  "build_time": "2026-05-05T00:00:00Z"
+}
+```
+
 #### 健康检查
 
 - `GET /health` - 返回 `{"status": "ok"}`
@@ -508,9 +598,12 @@ GET  /anthropic/v1/models
 ## 开发
 
 ```bash
-make build    # 构建
-make lint     # 代码检查
-make deps     # 整理依赖
+make build           # 构建 backend/bin/server
+make run             # 运行后端服务
+make lint            # 代码检查
+make clean           # 清理 backend 构建产物
+go mod tidy          # 整理依赖
+go generate ./...    # 刷新 mock 等生成代码
 ```
 
 环境要求：Go 1.26 或更高版本
@@ -559,6 +652,7 @@ err := v.Validate(myStruct)
 
 - **JSON 解析**：使用 `encoding/json` 标准库，不手动扫描字节
 - **字符串拼接**：使用 `strings.Join`，不手写循环拼接
-- **错误判断**：使用 `errors.Is` / `errors.As`，不使用字符串匹配
+- **错误判断**：使用 `errors.Is` / `errors.As`，不使用字符串匹配（lint 强约束：errorlint 禁止 `err ==` 直接比较和 `err.(*T)` 直接断言）
 - **日志使用**：通过依赖注入 `*zap.Logger`，不直接调用 `zap.L()`
+- **日志 error 字段**：使用 `zap.Error(err)`，不使用 `zap.String("error", err.Error())` 手工字符串化
 - **字符串分割**：使用 `strings.SplitN` 等精确分割，不使用索引切片

backend/cmd/desktop/dialog_darwin.go

@@ -0,0 +1,25 @@
+//go:build darwin
+
+package main
+
+import (
+	"fmt"
+	"os/exec"
+	"strings"
+
+	"go.uber.org/zap"
+)
+
+func showError(title, message string) {
+	script := fmt.Sprintf(`display dialog "%s" buttons {"OK"} default button "OK" with title "%s"`,
+		escapeAppleScript(message), escapeAppleScript(title))
+	if err := exec.Command("osascript", "-e", script).Run(); err != nil {
+		dialogLogger().Warn("显示错误对话框失败", zap.Error(err))
+	}
+}
+
+func escapeAppleScript(s string) string {
+	s = strings.ReplaceAll(s, "\\", "\\\\")
+	s = strings.ReplaceAll(s, "\"", "\\\"")
+	return s
+}

backend/cmd/desktop/dialog_linux.go

@@ -0,0 +1,67 @@
+//go:build linux
+
+package main
+
+import (
+	"fmt"
+	"os/exec"
+	"sync"
+)
+
+type dialogToolType int
+
+const (
+	toolNone dialogToolType = iota
+	toolZenity
+	toolKdialog
+	toolNotifySend
+	toolXmessage
+)
+
+var (
+	dialogTool     dialogToolType
+	dialogToolOnce sync.Once
+)
+
+func init() {
+	dialogToolOnce.Do(detectDialogTool)
+}
+
+func detectDialogTool() {
+	tools := []struct {
+		name string
+		typ  dialogToolType
+	}{
+		{"zenity", toolZenity},
+		{"kdialog", toolKdialog},
+		{"notify-send", toolNotifySend},
+		{"xmessage", toolXmessage},
+	}
+
+	for _, tool := range tools {
+		if _, err := exec.LookPath(tool.name); err == nil {
+			dialogTool = tool.typ
+			return
+		}
+	}
+
+	dialogTool = toolNone
+}
+
+func showError(title, message string) {
+	switch dialogTool {
+	case toolZenity:
+		exec.Command("zenity", "--error",
+			fmt.Sprintf("--title=%s", title),
+			fmt.Sprintf("--text=%s", message)).Run()
+	case toolKdialog:
+		exec.Command("kdialog", "--error", message, "--title", title).Run()
+	case toolNotifySend:
+		exec.Command("notify-send", "-u", "critical", title, message).Run()
+	case toolXmessage:
+		exec.Command("xmessage", "-center",
+			fmt.Sprintf("%s: %s", title, message)).Run()
+	default:
+		dialogLogger().Error("无法显示错误对话框")
+	}
+}

backend/cmd/desktop/dialog_logger.go

@@ -0,0 +1,15 @@
+package main
+
+import (
+	"go.uber.org/zap"
+
+	pkgLogger "nex/backend/pkg/logger"
+)
+
+func dialogLogger() *zap.Logger {
+	if zapLogger != nil {
+		return zapLogger
+	}
+
+	return pkgLogger.NewMinimal()
+}

backend/cmd/desktop/dialog_windows.go

@@ -0,0 +1,62 @@
+//go:build windows
+
+package main
+
+import (
+	"errors"
+	"fmt"
+	"syscall"
+	"unsafe"
+
+	"go.uber.org/zap"
+)
+
+const (
+	mbIconError       = 0x10
+	mbIconInformation = 0x40
+)
+
+var (
+	user32          = syscall.NewLazyDLL("user32.dll")
+	procMessageBoxW = user32.NewProc("MessageBoxW")
+	callMessageBoxW = func(hwnd, text, caption, flags uintptr) (uintptr, error) {
+		ret, _, err := procMessageBoxW.Call(hwnd, text, caption, flags)
+		return ret, err
+	}
+)
+
+func showError(title, message string) {
+	if err := messageBox(title, message, mbIconError); err != nil {
+		if zapLogger != nil {
+			zapLogger.Warn("显示错误对话框失败", zap.Error(err))
+		}
+	}
+}
+
+func messageBox(title, message string, flags uint) error {
+	titlePtr, err := syscall.UTF16PtrFromString(title)
+	if err != nil {
+		return err
+	}
+
+	messagePtr, err := syscall.UTF16PtrFromString(message)
+	if err != nil {
+		return err
+	}
+
+	ret, callErr := callMessageBoxW(
+		0,
+		uintptr(unsafe.Pointer(messagePtr)),
+		uintptr(unsafe.Pointer(titlePtr)),
+		uintptr(flags),
+	)
+	if ret != 0 {
+		return nil
+	}
+
+	if callErr != nil && !errors.Is(callErr, syscall.Errno(0)) {
+		return callErr
+	}
+
+	return fmt.Errorf("MessageBoxW 调用失败")
+}

backend/cmd/desktop/icon_test.go

@@ -0,0 +1,33 @@
+package main
+
+import (
+	"runtime"
+	"testing"
+
+	"nex/embedfs"
+)
+
+func TestIconSelection_Windows(t *testing.T) {
+	if runtime.GOOS != "windows" {
+		t.Skip("图标格式选择测试仅在 Windows 上运行")
+	}
+
+	if err := testIconLoad("assets/icon.ico"); err != nil {
+		t.Fatalf("Windows 应加载 .ico 文件: %v", err)
+	}
+}
+
+func TestIconSelection_NonWindows(t *testing.T) {
+	if runtime.GOOS == "windows" {
+		t.Skip("图标格式选择测试在非 Windows 平台运行")
+	}
+
+	if err := testIconLoad("assets/icon.png"); err != nil {
+		t.Fatalf("非 Windows 平台应加载 .png 文件: %v", err)
+	}
+}
+
+func testIconLoad(path string) error {
+	_, err := embedfs.Assets.ReadFile(path)
+	return err
+}

backend/cmd/desktop/icon_windows.rc

@@ -0,0 +1 @@
+1 ICON "../../../assets/icon.ico"

backend/cmd/desktop/main.go

@@ -4,7 +4,6 @@ import (
 	"context"
 	"fmt"
 	"io/fs"
-	"log"
 	"net"
 	"net/http"
 	"os"
@@ -14,10 +13,7 @@ import (
 	"strings"
 	"time"
 
-	"github.com/gin-gonic/gin"
-	"github.com/getlantern/systray"
-	"github.com/gofrs/flock"
-	"go.uber.org/zap"
+	"nex/embedfs"
 
 	"nex/backend/internal/config"
 	"nex/backend/internal/conversion"
@@ -29,9 +25,14 @@ import (
 	"nex/backend/internal/provider"
 	"nex/backend/internal/repository"
 	"nex/backend/internal/service"
-	pkgLogger "nex/backend/pkg/logger"
+	"nex/backend/pkg/buildinfo"
 
-	"nex/embedfs"
+	"github.com/getlantern/systray"
+	"github.com/gin-gonic/gin"
+	"github.com/gofrs/flock"
+	"go.uber.org/zap"
+
+	pkgLogger "nex/backend/pkg/logger"
 )
 
 var (
@@ -44,25 +45,32 @@ var (
 func main() {
 	port := 9826
 
+	minimalLogger := pkgLogger.NewMinimal()
+
 	singleLock := NewSingletonLock(filepath.Join(os.TempDir(), "nex-gateway.lock"))
 	if err := singleLock.Lock(); err != nil {
-		showError("Nex Gateway", "已有 Nex 实例运行")
+		minimalLogger.Error("已有 Nex 实例运行")
+		showError(appName, "已有 Nex 实例运行")
 		os.Exit(1)
 	}
-	defer singleLock.Unlock()
+	defer func() {
+		if err := singleLock.Unlock(); err != nil {
+			minimalLogger.Warn("释放实例锁失败", zap.Error(err))
+		}
+	}()
 
 	if err := checkPortAvailable(port); err != nil {
-		showError("Nex Gateway", err.Error())
-		os.Exit(1)
+		minimalLogger.Error("端口不可用", zap.Error(err))
+		showError(appName, err.Error())
+		return
 	}
 
 	cfg, err := config.LoadConfig()
 	if err != nil {
-		showError("Nex Gateway", fmt.Sprintf("加载配置失败: %v", err))
-		os.Exit(1)
+		minimalLogger.Fatal("加载配置失败", zap.Error(err))
 	}
 
-	zapLogger, err = pkgLogger.New(pkgLogger.Config{
+	zapLogger, err = pkgLogger.Upgrade(minimalLogger, pkgLogger.Config{
 		Level:      cfg.Log.Level,
 		Path:       cfg.Log.Path,
 		MaxSize:    cfg.Log.MaxSize,
@@ -71,15 +79,19 @@ func main() {
 		Compress:   cfg.Log.Compress,
 	})
 	if err != nil {
-		showError("Nex Gateway", fmt.Sprintf("初始化日志失败: %v", err))
-		os.Exit(1)
+		minimalLogger.Fatal("初始化日志失败", zap.Error(err))
 	}
-	defer zapLogger.Sync()
+	defer func() {
+		if err := zapLogger.Sync(); err != nil {
+			minimalLogger.Warn("同步日志失败", zap.Error(err))
+		}
+	}()
+
+	cfg.PrintSummary(zapLogger)
 
 	db, err := database.Init(&cfg.Database, zapLogger)
 	if err != nil {
-		showError("Nex Gateway", fmt.Sprintf("初始化数据库失败: %v", err))
-		os.Exit(1)
+		zapLogger.Fatal("初始化数据库失败", zap.Error(err))
 	}
 	defer database.Close(db)
 
@@ -105,19 +117,20 @@ func main() {
 
 	registry := conversion.NewMemoryRegistry()
 	if err := registry.Register(openai.NewAdapter()); err != nil {
-		zapLogger.Fatal("注册 OpenAI 适配器失败", zap.String("error", err.Error()))
+		zapLogger.Fatal("注册 OpenAI 适配器失败", zap.Error(err))
 	}
 	if err := registry.Register(anthropic.NewAdapter()); err != nil {
-		zapLogger.Fatal("注册 Anthropic 适配器失败", zap.String("error", err.Error()))
+		zapLogger.Fatal("注册 Anthropic 适配器失败", zap.Error(err))
 	}
 	engine := conversion.NewConversionEngine(registry, zapLogger)
 
-	providerClient := provider.NewClient()
+	providerClient := provider.NewClient(zapLogger)
 
-	proxyHandler := handler.NewProxyHandler(engine, providerClient, routingService, providerService, statsService)
+	proxyHandler := handler.NewProxyHandler(engine, providerClient, routingService, providerService, statsService, zapLogger)
 	providerHandler := handler.NewProviderHandler(providerService)
 	modelHandler := handler.NewModelHandler(modelService)
 	statsHandler := handler.NewStatsHandler(statsService)
+	versionHandler := handler.NewVersionHandler()
 
 	gin.SetMode(gin.ReleaseMode)
 	r := gin.New()
@@ -127,7 +140,7 @@ func main() {
 	r.Use(middleware.Logging(zapLogger))
 	r.Use(middleware.CORS())
 
-	setupRoutes(r, proxyHandler, providerHandler, modelHandler, statsHandler)
+	setupRoutes(r, proxyHandler, providerHandler, modelHandler, statsHandler, versionHandler)
 	setupStaticFiles(r)
 
 	server = &http.Server{
@@ -140,24 +153,30 @@ func main() {
 	shutdownCtx, shutdownCancel = context.WithCancel(context.Background())
 
 	go func() {
-		zapLogger.Info("AI Gateway 启动", zap.String("addr", server.Addr))
+		zapLogger.Info("AI Gateway 启动",
+			zap.String("addr", server.Addr),
+			zap.String("version", buildinfo.Version()),
+			zap.String("commit", buildinfo.Commit()),
+			zap.String("build_time", buildinfo.BuildTime()))
 		if err := server.ListenAndServe(); err != nil && err != http.ErrServerClosed {
-			zapLogger.Fatal("服务器启动失败", zap.String("error", err.Error()))
+			zapLogger.Fatal("服务器启动失败", zap.Error(err))
 		}
 	}()
 
 	go func() {
 		time.Sleep(500 * time.Millisecond)
 		if err := openBrowser(fmt.Sprintf("http://localhost:%d", port)); err != nil {
-			zapLogger.Warn("无法打开浏览器", zap.String("error", err.Error()))
+			zapLogger.Warn("无法打开浏览器", zap.Error(err))
 		}
 	}()
 
 	setupSystray(port)
 }
 
-func setupRoutes(r *gin.Engine, proxyHandler *handler.ProxyHandler, providerHandler *handler.ProviderHandler, modelHandler *handler.ModelHandler, statsHandler *handler.StatsHandler) {
-	r.Any("/v1/*path", proxyHandler.HandleProxy)
+func setupRoutes(r *gin.Engine, proxyHandler *handler.ProxyHandler, providerHandler *handler.ProviderHandler, modelHandler *handler.ModelHandler, statsHandler *handler.StatsHandler, versionHandler *handler.VersionHandler) {
+	r.Any("/openai/*path", withProtocol("openai", proxyHandler.HandleProxy))
+	r.Any("/anthropic/*path", withProtocol("anthropic", proxyHandler.HandleProxy))
+	r.GET("/api/version", versionHandler.GetVersion)
 
 	providers := r.Group("/api/providers")
 	{
@@ -188,12 +207,26 @@ func setupRoutes(r *gin.Engine, proxyHandler *handler.ProxyHandler, providerHand
 	})
 }
 
-func setupStaticFiles(r *gin.Engine) {
-	distFS, err := fs.Sub(embedfs.FrontendDist, "frontend-dist")
-	if err != nil {
-		zapLogger.Fatal("无法加载前端资源", zap.String("error", err.Error()))
+func withProtocol(protocol string, next gin.HandlerFunc) gin.HandlerFunc {
+	return func(c *gin.Context) {
+		c.Params = append(c.Params, gin.Param{Key: "protocol", Value: protocol})
+		next(c)
 	}
+}
 
+func setupStaticFiles(r *gin.Engine) {
+	distFS, err := frontendDistFS()
+	if err != nil {
+		zapLogger.Fatal("无法加载前端资源", zap.Error(err))
+	}
+	setupStaticFilesWithFS(r, distFS)
+}
+
+func frontendDistFS() (fs.FS, error) {
+	return fs.Sub(embedfs.FrontendDist, "frontend-dist")
+}
+
+func setupStaticFilesWithFS(r *gin.Engine, distFS fs.FS) {
 	getContentType := func(path string) string {
 		if strings.HasSuffix(path, ".js") {
 			return "application/javascript"
@@ -226,20 +259,23 @@ func setupStaticFiles(r *gin.Engine) {
 		c.Data(200, getContentType(filepath), data)
 	})
 
-	r.GET("/favicon.svg", func(c *gin.Context) {
-		data, err := fs.ReadFile(distFS, "favicon.svg")
+	r.GET("/icon.png", func(c *gin.Context) {
+		data, err := fs.ReadFile(distFS, "icon.png")
 		if err != nil {
 			c.Status(404)
 			return
 		}
-		c.Data(200, "image/svg+xml", data)
+		c.Data(200, "image/png", data)
 	})
 
 	r.NoRoute(func(c *gin.Context) {
 		path := c.Request.URL.Path
 
 		if strings.HasPrefix(path, "/api/") ||
-			strings.HasPrefix(path, "/v1/") ||
+			strings.HasPrefix(path, "/openai/") ||
+			strings.HasPrefix(path, "/anthropic/") ||
+			path == "/openai" ||
+			path == "/anthropic" ||
 			strings.HasPrefix(path, "/health") {
 			c.JSON(404, gin.H{"error": "not found"})
 			return
@@ -256,13 +292,18 @@ func setupStaticFiles(r *gin.Engine) {
 
 func setupSystray(port int) {
 	systray.Run(func() {
-		icon, err := embedfs.Assets.ReadFile("assets/icon.png")
+		var icon []byte
+		var err error
+		if runtime.GOOS == "windows" {
+			icon, err = embedfs.Assets.ReadFile("assets/icon.ico")
+		} else {
+			icon, err = embedfs.Assets.ReadFile("assets/icon.png")
+		}
 		if err != nil {
-			zapLogger.Error("无法加载托盘图标", zap.String("error", err.Error()))
+			zapLogger.Error("无法加载托盘图标", zap.Error(err))
 		}
 		systray.SetIcon(icon)
-		systray.SetTitle("Nex Gateway")
-		systray.SetTooltip("AI Gateway")
+		systray.SetTooltip(appTooltip)
 
 		mOpen := systray.AddMenuItem("打开管理界面", "在浏览器中打开")
 		systray.AddSeparator()
@@ -271,17 +312,15 @@ func setupSystray(port int) {
 		mPort := systray.AddMenuItem(fmt.Sprintf("端口: %d", port), "")
 		mPort.Disable()
 		systray.AddSeparator()
-		mAbout := systray.AddMenuItem("关于", "")
-		systray.AddSeparator()
 		mQuit := systray.AddMenuItem("退出", "停止服务并退出")
 
 		go func() {
 			for {
 				select {
 				case <-mOpen.ClickedCh:
-					openBrowser(fmt.Sprintf("http://localhost:%d", port))
-				case <-mAbout.ClickedCh:
-					showAbout()
+					if err := openBrowser(fmt.Sprintf("http://localhost:%d", port)); err != nil {
+						zapLogger.Warn("打开浏览器失败", zap.Error(err))
+					}
 				case <-mQuit.ClickedCh:
 					doShutdown()
 					systray.Quit()
@@ -300,7 +339,9 @@ func doShutdown() {
 	if server != nil {
 		ctx, cancel := context.WithTimeout(context.Background(), 5*time.Second)
 		defer cancel()
-		server.Shutdown(ctx)
+		if err := server.Shutdown(ctx); err != nil && zapLogger != nil {
+			zapLogger.Warn("关闭服务器失败", zap.Error(err))
+		}
 	}
 
 	if shutdownCancel != nil {
@@ -338,8 +379,8 @@ func (s *SingletonLock) Lock() error {
 	return nil
 }
 
-func (s *SingletonLock) Unlock() {
-	s.flock.Unlock()
+func (s *SingletonLock) Unlock() error {
+	return s.flock.Unlock()
 }
 
 func openBrowser(url string) error {
@@ -366,28 +407,3 @@ func openBrowser(url string) error {
 
 	return cmd.Start()
 }
-
-func showError(title, message string) {
-	switch runtime.GOOS {
-	case "darwin":
-		script := fmt.Sprintf(`display dialog "%s" buttons {"OK"} default button "OK" with title "%s"`, message, title)
-		exec.Command("osascript", "-e", script).Run()
-	case "windows":
-		exec.Command("msg", "*", message).Run()
-	case "linux":
-		exec.Command("zenity", "--error", fmt.Sprintf("--title=%s", title), fmt.Sprintf("--text=%s", message)).Run()
-	}
-}
-
-func showAbout() {
-	message := "Nex Gateway\n\nAI Gateway - 统一的大模型 API 网关\n\nhttps://github.com/nex/gateway"
-	switch runtime.GOOS {
-	case "darwin":
-		script := fmt.Sprintf(`display dialog "%s" buttons {"OK"} default button "OK" with title "关于 Nex Gateway"`, message)
-		exec.Command("osascript", "-e", script).Run()
-	case "windows":
-		exec.Command("msg", "*", message).Run()
-	case "linux":
-		exec.Command("zenity", "--info", "--title=关于 Nex Gateway", fmt.Sprintf("--text=%s", message)).Run()
-	}
-}

backend/cmd/desktop/messagebox_test.go

@@ -0,0 +1,61 @@
+//go:build windows
+
+package main
+
+import (
+	"errors"
+	"syscall"
+	"testing"
+)
+
+func withMessageBoxW(t *testing.T, fn func(hwnd, text, caption, flags uintptr) (uintptr, error)) {
+	t.Helper()
+
+	old := callMessageBoxW
+	callMessageBoxW = fn
+	t.Cleanup(func() {
+		callMessageBoxW = old
+	})
+}
+
+func TestMessageBoxW_WindowsOnly_InvalidUTF16(t *testing.T) {
+	err := messageBox("bad\x00title", "测试消息", mbIconInformation)
+	if err == nil {
+		t.Fatal("包含 NUL 字符时应该返回错误")
+	}
+}
+
+func TestMessageBoxW_WindowsOnly_SuccessIgnoresLastError(t *testing.T) {
+	withMessageBoxW(t, func(_, _, _, _ uintptr) (uintptr, error) {
+		return 1, syscall.Errno(123)
+	})
+
+	if err := messageBox("测试标题", "测试消息", mbIconInformation); err != nil {
+		t.Fatalf("MessageBoxW 返回成功时应忽略 last error: %v", err)
+	}
+}
+
+func TestMessageBoxW_WindowsOnly_FailureUsesReturnValue(t *testing.T) {
+	withMessageBoxW(t, func(_, _, _, _ uintptr) (uintptr, error) {
+		return 0, syscall.Errno(5)
+	})
+
+	err := messageBox("测试标题", "测试消息", mbIconInformation)
+	if !errors.Is(err, syscall.Errno(5)) {
+		t.Fatalf("MessageBoxW 返回 0 时应返回调用错误: %v", err)
+	}
+}
+
+func TestShowError_WindowsBranch(t *testing.T) {
+	withMessageBoxW(t, func(_, _, _, _ uintptr) (uintptr, error) {
+		return 0, syscall.Errno(5)
+	})
+
+	defer func() {
+		if recovered := recover(); recovered != nil {
+			t.Fatalf("showError 不应因 MessageBoxW 失败而 panic: %v", recovered)
+		}
+	}()
+
+	showError("测试错误", "这是一条测试错误消息")
+}

backend/cmd/desktop/metadata.go

@@ -0,0 +1,9 @@
+package main
+
+const (
+	appName        = "Nex"
+	appTooltip     = appName
+	appDescription = "AI Gateway - 统一的大模型 API 网关"
+	// #nosec G101 -- 项目官网地址不是凭据
+	appWebsite = "https://github.com/nex/gateway"
+)

backend/cmd/desktop/metadata_test.go

@@ -0,0 +1,13 @@
+package main
+
+import "testing"
+
+func TestDesktopMetadata(t *testing.T) {
+	if appName != "Nex" {
+		t.Fatalf("appName = %q, want %q", appName, "Nex")
+	}
+
+	if appTooltip != appName {
+		t.Fatalf("appTooltip = %q, want %q", appTooltip, appName)
+	}
+}

backend/cmd/desktop/port_test.go

@@ -1,6 +1,7 @@
 package main
 
 import (
+	"errors"
 	"net"
 	"net/http"
 	"testing"
@@ -21,19 +22,12 @@ func TestCheckPortAvailable(t *testing.T) {
 func TestCheckPortOccupied(t *testing.T) {
 	port := 19827
 
-	listener, err := net.Listen("tcp", ":19827")
+	listener, err := net.Listen("tcp", ":19827") //nolint:gosec // 需要验证 checkPortAvailable 对通配地址占用的检测行为
 	if err != nil {
 		t.Fatalf("无法启动测试服务器: %v", err)
 	}
 	defer listener.Close()
 
-	go func() {
-		conn, err := listener.Accept()
-		if err == nil {
-			conn.Close()
-		}
-	}()
-
 	time.Sleep(100 * time.Millisecond)
 
 	err = checkPortAvailable(port)
@@ -47,13 +41,19 @@ func TestCheckPortOccupied(t *testing.T) {
 func TestCheckPortAvailableAfterClose(t *testing.T) {
 	port := 19828
 
-	listener, err := net.Listen("tcp", ":19828")
+	listener, err := net.Listen("tcp", "127.0.0.1:19828")
 	if err != nil {
 		t.Fatalf("无法启动测试服务器: %v", err)
 	}
 
-	server := &http.Server{}
-	go server.Serve(listener)
+	server := &http.Server{ReadHeaderTimeout: time.Second}
+	defer server.Close()
+	go func() {
+		err := server.Serve(listener)
+		if err != nil && err != http.ErrServerClosed && !errors.Is(err, net.ErrClosed) {
+			t.Errorf("serve failed: %v", err)
+		}
+	}()
 
 	time.Sleep(100 * time.Millisecond)
 

backend/cmd/desktop/routes_test.go

@@ -0,0 +1,44 @@
+package main
+
+import (
+	"encoding/json"
+	"net/http"
+	"net/http/httptest"
+	"testing"
+	"testing/fstest"
+
+	"nex/backend/internal/handler"
+
+	"github.com/gin-gonic/gin"
+)
+
+func TestSetupRoutes_VersionDoesNotFallback(t *testing.T) {
+	gin.SetMode(gin.TestMode)
+
+	r := gin.New()
+	setupRoutes(r, &handler.ProxyHandler{}, &handler.ProviderHandler{}, &handler.ModelHandler{}, &handler.StatsHandler{}, handler.NewVersionHandler())
+	setupStaticFilesWithFS(r, fstest.MapFS{
+		"index.html": {Data: []byte("<html>fallback</html>")},
+	})
+
+	req := httptest.NewRequest(http.MethodGet, "/api/version", nil)
+	w := httptest.NewRecorder()
+	r.ServeHTTP(w, req)
+
+	if w.Code != http.StatusOK {
+		t.Fatalf("status = %d, want %d", w.Code, http.StatusOK)
+	}
+	if contentType := w.Header().Get("Content-Type"); contentType == "text/html; charset=utf-8" {
+		t.Fatalf("版本接口不应返回 SPA fallback HTML")
+	}
+
+	var result map[string]string
+	if err := json.Unmarshal(w.Body.Bytes(), &result); err != nil {
+		t.Fatalf("解析响应失败: %v", err)
+	}
+	for _, key := range []string{"version", "commit", "build_time"} {
+		if result[key] == "" {
+			t.Fatalf("响应缺少 %s 字段: %#v", key, result)
+		}
+	}
+}

backend/cmd/desktop/singleton_test.go

@@ -14,7 +14,11 @@ func TestSingletonLock_FirstLockSuccess(t *testing.T) {
 	if err := lock.Lock(); err != nil {
 		t.Fatalf("首次加锁应成功，但返回错误: %v", err)
 	}
-	defer lock.Unlock()
+	defer func() {
+		if err := lock.Unlock(); err != nil {
+			t.Fatalf("解锁失败: %v", err)
+		}
+	}()
 }
 
 func TestSingletonLock_DuplicateLockFails(t *testing.T) {
@@ -25,12 +29,18 @@ func TestSingletonLock_DuplicateLockFails(t *testing.T) {
 	if err := lock1.Lock(); err != nil {
 		t.Fatalf("首次加锁应成功: %v", err)
 	}
-	defer lock1.Unlock()
+	defer func() {
+		if err := lock1.Unlock(); err != nil {
+			t.Fatalf("解锁失败: %v", err)
+		}
+	}()
 
 	lock2 := NewSingletonLock(lockPath)
 	err := lock2.Lock()
 	if err == nil {
-		lock2.Unlock()
+		if unlockErr := lock2.Unlock(); unlockErr != nil {
+			t.Fatalf("解锁失败: %v", unlockErr)
+		}
 		t.Fatal("重复加锁应失败，但返回 nil")
 	}
 }
@@ -43,16 +53,22 @@ func TestSingletonLock_UnlockThenRelock(t *testing.T) {
 	if err := lock1.Lock(); err != nil {
 		t.Fatalf("首次加锁应成功: %v", err)
 	}
-	lock1.Unlock()
+	if err := lock1.Unlock(); err != nil {
+		t.Fatalf("解锁失败: %v", err)
+	}
 
 	lock2 := NewSingletonLock(lockPath)
 	if err := lock2.Lock(); err != nil {
 		t.Fatalf("释放后重新加锁应成功: %v", err)
 	}
-	lock2.Unlock()
+	if err := lock2.Unlock(); err != nil {
+		t.Fatalf("解锁失败: %v", err)
+	}
 }
 
 func TestSingletonLock_UnlockWithoutLock(t *testing.T) {
 	lock := NewSingletonLock(filepath.Join(os.TempDir(), "nex-gateway-test-nil.lock"))
-	lock.Unlock()
+	if err := lock.Unlock(); err != nil {
+		t.Fatalf("未加锁时解锁失败: %v", err)
+	}
 }

backend/cmd/desktop/static_test.go

@@ -1,73 +1,26 @@
 package main
 
 import (
-	"io/fs"
+	"net/http"
 	"net/http/httptest"
 	"strings"
 	"testing"
+	"testing/fstest"
 
 	"github.com/gin-gonic/gin"
-
-	"nex/embedfs"
 )
 
 func TestSetupStaticFiles(t *testing.T) {
 	gin.SetMode(gin.TestMode)
 
-	distFS, err := fs.Sub(embedfs.FrontendDist, "frontend-dist")
+	distFS, err := frontendDistFS()
 	if err != nil {
 		t.Skipf("跳过测试: 前端资源未构建: %v", err)
 		return
 	}
 
-	getContentType := func(path string) string {
-		if strings.HasSuffix(path, ".js") {
-			return "application/javascript"
-		}
-		if strings.HasSuffix(path, ".css") {
-			return "text/css"
-		}
-		if strings.HasSuffix(path, ".svg") {
-			return "image/svg+xml"
-		}
-		return "application/octet-stream"
-	}
-
 	r := gin.New()
-	r.GET("/assets/*filepath", func(c *gin.Context) {
-		filepath := c.Param("filepath")
-		data, err := fs.ReadFile(distFS, "assets"+filepath)
-		if err != nil {
-			c.Status(404)
-			return
-		}
-		c.Data(200, getContentType(filepath), data)
-	})
-
-	r.GET("/favicon.svg", func(c *gin.Context) {
-		data, err := fs.ReadFile(distFS, "favicon.svg")
-		if err != nil {
-			c.Status(404)
-			return
-		}
-		c.Data(200, "image/svg+xml", data)
-	})
-
-	r.NoRoute(func(c *gin.Context) {
-		path := c.Request.URL.Path
-		if strings.HasPrefix(path, "/api/") ||
-			strings.HasPrefix(path, "/v1/") ||
-			strings.HasPrefix(path, "/health") {
-			c.JSON(404, gin.H{"error": "not found"})
-			return
-		}
-		data, err := fs.ReadFile(distFS, "index.html")
-		if err != nil {
-			c.Status(500)
-			return
-		}
-		c.Data(200, "text/html; charset=utf-8", data)
-	})
+	setupStaticFilesWithFS(r, distFS)
 
 	t.Run("API 404", func(t *testing.T) {
 		req := httptest.NewRequest("GET", "/api/test", nil)
@@ -79,6 +32,32 @@ func TestSetupStaticFiles(t *testing.T) {
 		}
 	})
 
+	t.Run("OpenAI proxy prefix 404", func(t *testing.T) {
+		req := httptest.NewRequest("GET", "/openai/", nil)
+		w := httptest.NewRecorder()
+		r.ServeHTTP(w, req)
+
+		if w.Code != http.StatusNotFound {
+			t.Errorf("期望状态码 404, 实际 %d", w.Code)
+		}
+		if !strings.Contains(w.Body.String(), "not found") {
+			t.Errorf("期望返回 API 风格错误，实际 %s", w.Body.String())
+		}
+	})
+
+	t.Run("Anthropic proxy prefix 404", func(t *testing.T) {
+		req := httptest.NewRequest("GET", "/anthropic/", nil)
+		w := httptest.NewRecorder()
+		r.ServeHTTP(w, req)
+
+		if w.Code != http.StatusNotFound {
+			t.Errorf("期望状态码 404, 实际 %d", w.Code)
+		}
+		if !strings.Contains(w.Body.String(), "not found") {
+			t.Errorf("期望返回 API 风格错误，实际 %s", w.Body.String())
+		}
+	})
+
 	t.Run("SPA fallback", func(t *testing.T) {
 		req := httptest.NewRequest("GET", "/providers", nil)
 		w := httptest.NewRecorder()
@@ -121,3 +100,139 @@ func TestSetupStaticFiles(t *testing.T) {
 
 	t.Log("静态文件服务测试通过")
 }
+
+func TestSetupStaticFilesWithFS_IconPNG(t *testing.T) {
+	gin.SetMode(gin.TestMode)
+
+	r := gin.New()
+	setupStaticFilesWithFS(r, fstest.MapFS{
+		"icon.png":   {Data: []byte("png")},
+		"index.html": {Data: []byte("<html>fallback</html>")},
+	})
+
+	req := httptest.NewRequest("GET", "/icon.png", nil)
+	w := httptest.NewRecorder()
+	r.ServeHTTP(w, req)
+
+	if w.Code != http.StatusOK {
+		t.Fatalf("期望状态码 200, 实际 %d", w.Code)
+	}
+	if w.Header().Get("Content-Type") != "image/png" {
+		t.Fatalf("期望 Content-Type image/png, 实际 %s", w.Header().Get("Content-Type"))
+	}
+	if w.Body.String() != "png" {
+		t.Fatalf("期望返回 PNG 内容，实际 %q", w.Body.String())
+	}
+}
+
+func TestWithProtocolAndStaticRoutes(t *testing.T) {
+	gin.SetMode(gin.TestMode)
+
+	distFS, err := frontendDistFS()
+	if err != nil {
+		t.Skipf("跳过测试: 前端资源未构建: %v", err)
+		return
+	}
+
+	r := gin.New()
+
+	var gotProtocol string
+	var gotPath string
+	r.Any("/openai/*path", withProtocol("openai", func(c *gin.Context) {
+		gotProtocol = c.Param("protocol")
+		gotPath = c.Param("path")
+		c.JSON(http.StatusOK, gin.H{"protocol": gotProtocol, "path": gotPath})
+	}))
+	r.Any("/anthropic/*path", withProtocol("anthropic", func(c *gin.Context) {
+		gotProtocol = c.Param("protocol")
+		gotPath = c.Param("path")
+		c.JSON(http.StatusOK, gin.H{"protocol": gotProtocol, "path": gotPath})
+	}))
+	setupStaticFilesWithFS(r, distFS)
+
+	t.Run("OpenAI route enters proxy handler wrapper", func(t *testing.T) {
+		gotProtocol = ""
+		gotPath = ""
+
+		req := httptest.NewRequest("POST", "/openai/v1/chat/completions", nil)
+		w := httptest.NewRecorder()
+		r.ServeHTTP(w, req)
+
+		if w.Code != http.StatusOK {
+			t.Errorf("期望状态码 200, 实际 %d", w.Code)
+		}
+		if gotProtocol != "openai" {
+			t.Errorf("期望 protocol=openai, 实际 %s", gotProtocol)
+		}
+		if gotPath != "/v1/chat/completions" {
+			t.Errorf("期望 path=/v1/chat/completions, 实际 %s", gotPath)
+		}
+	})
+
+	t.Run("Anthropic route enters proxy handler wrapper", func(t *testing.T) {
+		gotProtocol = ""
+		gotPath = ""
+
+		req := httptest.NewRequest("POST", "/anthropic/v1/messages", nil)
+		w := httptest.NewRecorder()
+		r.ServeHTTP(w, req)
+
+		if w.Code != http.StatusOK {
+			t.Errorf("期望状态码 200, 实际 %d", w.Code)
+		}
+		if gotProtocol != "anthropic" {
+			t.Errorf("期望 protocol=anthropic, 实际 %s", gotProtocol)
+		}
+		if gotPath != "/v1/messages" {
+			t.Errorf("期望 path=/v1/messages, 实际 %s", gotPath)
+		}
+	})
+
+	t.Run("Static assets are not hijacked", func(t *testing.T) {
+		gotProtocol = ""
+		gotPath = ""
+
+		req := httptest.NewRequest("GET", "/assets/test.js", nil)
+		w := httptest.NewRecorder()
+		r.ServeHTTP(w, req)
+
+		if gotProtocol != "" || gotPath != "" {
+			t.Errorf("静态资源不应进入代理包装器，实际 protocol=%s path=%s", gotProtocol, gotPath)
+		}
+		if w.Code == http.StatusOK {
+			if !strings.HasPrefix(w.Header().Get("Content-Type"), "application/javascript") {
+				t.Errorf("期望 JS Content-Type, 实际 %s", w.Header().Get("Content-Type"))
+			}
+			return
+		}
+		if w.Code != http.StatusNotFound {
+			t.Errorf("期望静态资源返回 200 或 404, 实际 %d", w.Code)
+		}
+	})
+
+	t.Run("SPA path keeps fallback", func(t *testing.T) {
+		req := httptest.NewRequest("GET", "/providers", nil)
+		w := httptest.NewRecorder()
+		r.ServeHTTP(w, req)
+
+		if w.Code != http.StatusOK {
+			t.Errorf("期望状态码 200, 实际 %d", w.Code)
+		}
+		if !strings.Contains(w.Header().Get("Content-Type"), "text/html") {
+			t.Errorf("期望返回 HTML，实际 %s", w.Header().Get("Content-Type"))
+		}
+	})
+
+	t.Run("Unknown proxy-like path does not return index html", func(t *testing.T) {
+		req := httptest.NewRequest("GET", "/openai/unknown", nil)
+		w := httptest.NewRecorder()
+		r.ServeHTTP(w, req)
+
+		if w.Code != http.StatusOK {
+			t.Errorf("显式代理路由应进入代理包装器，实际状态码 %d", w.Code)
+		}
+		if gotProtocol != "openai" || gotPath != "/unknown" {
+			t.Errorf("期望 unknown 代理路径进入 openai 包装器，实际 protocol=%s path=%s", gotProtocol, gotPath)
+		}
+	})
+}

backend/cmd/server/main.go

@@ -3,7 +3,6 @@ package main
 import (
 	"context"
 	"fmt"
-	"log"
 	"net/http"
 	"os"
 	"os/signal"
@@ -23,18 +22,19 @@ import (
 	"nex/backend/internal/provider"
 	"nex/backend/internal/repository"
 	"nex/backend/internal/service"
+	"nex/backend/pkg/buildinfo"
 	pkgLogger "nex/backend/pkg/logger"
 )
 
 func main() {
+	minimalLogger := pkgLogger.NewMinimal()
+
 	cfg, err := config.LoadConfig()
 	if err != nil {
-		log.Fatalf("加载配置失败: %v", err)
+		minimalLogger.Fatal("加载配置失败", zap.Error(err))
 	}
 
-	cfg.PrintSummary()
-
-	zapLogger, err := pkgLogger.New(pkgLogger.Config{
+	zapLogger, err := pkgLogger.Upgrade(minimalLogger, pkgLogger.Config{
 		Level:      cfg.Log.Level,
 		Path:       cfg.Log.Path,
 		MaxSize:    cfg.Log.MaxSize,
@@ -43,13 +43,19 @@ func main() {
 		Compress:   cfg.Log.Compress,
 	})
 	if err != nil {
-		log.Fatalf("初始化日志失败: %v", err)
+		minimalLogger.Fatal("初始化日志失败", zap.Error(err))
 	}
-	defer zapLogger.Sync()
+	defer func() {
+		if err := zapLogger.Sync(); err != nil {
+			minimalLogger.Warn("同步日志失败", zap.Error(err))
+		}
+	}()
+
+	cfg.PrintSummary(zapLogger)
 
 	db, err := database.Init(&cfg.Database, zapLogger)
 	if err != nil {
-		zapLogger.Fatal("初始化数据库失败", zap.String("error", err.Error()))
+		zapLogger.Fatal("初始化数据库失败", zap.Error(err))
 	}
 	defer database.Close(db)
 
@@ -74,19 +80,20 @@ func main() {
 
 	registry := conversion.NewMemoryRegistry()
 	if err := registry.Register(openai.NewAdapter()); err != nil {
-		zapLogger.Fatal("注册 OpenAI 适配器失败", zap.String("error", err.Error()))
+		zapLogger.Fatal("注册 OpenAI 适配器失败", zap.Error(err))
 	}
 	if err := registry.Register(anthropic.NewAdapter()); err != nil {
-		zapLogger.Fatal("注册 Anthropic 适配器失败", zap.String("error", err.Error()))
+		zapLogger.Fatal("注册 Anthropic 适配器失败", zap.Error(err))
 	}
 	engine := conversion.NewConversionEngine(registry, zapLogger)
 
-	providerClient := provider.NewClient()
+	providerClient := provider.NewClient(zapLogger)
 
-	proxyHandler := handler.NewProxyHandler(engine, providerClient, routingService, providerService, statsService)
+	proxyHandler := handler.NewProxyHandler(engine, providerClient, routingService, providerService, statsService, zapLogger)
 	providerHandler := handler.NewProviderHandler(providerService)
 	modelHandler := handler.NewModelHandler(modelService)
 	statsHandler := handler.NewStatsHandler(statsService)
+	versionHandler := handler.NewVersionHandler()
 
 	gin.SetMode(gin.ReleaseMode)
 	r := gin.New()
@@ -96,7 +103,7 @@ func main() {
 	r.Use(middleware.Logging(zapLogger))
 	r.Use(middleware.CORS())
 
-	setupRoutes(r, proxyHandler, providerHandler, modelHandler, statsHandler)
+	setupRoutes(r, proxyHandler, providerHandler, modelHandler, statsHandler, versionHandler)
 
 	srv := &http.Server{
 		Addr:         fmt.Sprintf(":%d", cfg.Server.Port),
@@ -106,9 +113,13 @@ func main() {
 	}
 
 	go func() {
-		zapLogger.Info("AI Gateway 启动", zap.String("addr", srv.Addr))
+		zapLogger.Info("AI Gateway 启动",
+			zap.String("addr", srv.Addr),
+			zap.String("version", buildinfo.Version()),
+			zap.String("commit", buildinfo.Commit()),
+			zap.String("build_time", buildinfo.BuildTime()))
 		if err := srv.ListenAndServe(); err != nil && err != http.ErrServerClosed {
-			zapLogger.Fatal("服务器启动失败", zap.String("error", err.Error()))
+			zapLogger.Fatal("服务器启动失败", zap.Error(err))
 		}
 	}()
 
@@ -122,7 +133,7 @@ func main() {
 	defer cancel()
 
 	if err := srv.Shutdown(ctx); err != nil {
-		zapLogger.Fatal("服务器强制关闭", zap.String("error", err.Error()))
+		zapLogger.Fatal("服务器强制关闭", zap.Error(err))
 	}
 
 	statsBuffer.Stop()
@@ -130,8 +141,9 @@ func main() {
 	zapLogger.Info("服务器已关闭")
 }
 
-func setupRoutes(r *gin.Engine, proxyHandler *handler.ProxyHandler, providerHandler *handler.ProviderHandler, modelHandler *handler.ModelHandler, statsHandler *handler.StatsHandler) {
+func setupRoutes(r *gin.Engine, proxyHandler *handler.ProxyHandler, providerHandler *handler.ProviderHandler, modelHandler *handler.ModelHandler, statsHandler *handler.StatsHandler, versionHandler *handler.VersionHandler) {
 	r.Any("/:protocol/*path", proxyHandler.HandleProxy)
+	r.GET("/api/version", versionHandler.GetVersion)
 
 	providers := r.Group("/api/providers")
 	{

backend/cmd/server/routes_test.go

@@ -0,0 +1,37 @@
+package main
+
+import (
+	"encoding/json"
+	"net/http"
+	"net/http/httptest"
+	"testing"
+
+	"nex/backend/internal/handler"
+
+	"github.com/gin-gonic/gin"
+)
+
+func TestSetupRoutes_Version(t *testing.T) {
+	gin.SetMode(gin.TestMode)
+
+	r := gin.New()
+	setupRoutes(r, &handler.ProxyHandler{}, &handler.ProviderHandler{}, &handler.ModelHandler{}, &handler.StatsHandler{}, handler.NewVersionHandler())
+
+	req := httptest.NewRequest(http.MethodGet, "/api/version", nil)
+	w := httptest.NewRecorder()
+	r.ServeHTTP(w, req)
+
+	if w.Code != http.StatusOK {
+		t.Fatalf("status = %d, want %d", w.Code, http.StatusOK)
+	}
+
+	var result map[string]string
+	if err := json.Unmarshal(w.Body.Bytes(), &result); err != nil {
+		t.Fatalf("解析响应失败: %v", err)
+	}
+	for _, key := range []string{"version", "commit", "build_time"} {
+		if result[key] == "" {
+			t.Fatalf("响应缺少 %s 字段: %#v", key, result)
+		}
+	}
+}

backend/internal/config/config.go

@@ -1,6 +1,7 @@
 package config
 
 import (
+	"errors"
 	"fmt"
 	"os"
 	"path/filepath"
@@ -11,6 +12,7 @@ import (
 	"github.com/mitchellh/mapstructure"
 	"github.com/spf13/pflag"
 	"github.com/spf13/viper"
+	"go.uber.org/zap"
 	"gopkg.in/yaml.v3"
 
 	appErrors "nex/backend/pkg/errors"
@@ -57,7 +59,10 @@ type LogConfig struct {
 // DefaultConfig returns default config values
 func DefaultConfig() *Config {
 	// Use home dir for default paths
-	homeDir, _ := os.UserHomeDir()
+	homeDir, err := os.UserHomeDir()
+	if err != nil {
+		homeDir = "."
+	}
 	nexDir := filepath.Join(homeDir, ".nex")
 
 	return &Config{
@@ -96,7 +101,7 @@ func GetConfigDir() (string, error) {
 		return "", err
 	}
 	configDir := filepath.Join(homeDir, ".nex")
-	if err := os.MkdirAll(configDir, 0755); err != nil {
+	if err := os.MkdirAll(configDir, 0o755); err != nil {
 		return "", err
 	}
 	return configDir, nil
@@ -122,7 +127,10 @@ func GetConfigPath() (string, error) {
 
 // setupDefaults 设置默认配置值
 func setupDefaults(v *viper.Viper) {
-	homeDir, _ := os.UserHomeDir()
+	homeDir, err := os.UserHomeDir()
+	if err != nil {
+		homeDir = "."
+	}
 	nexDir := filepath.Join(homeDir, ".nex")
 
 	v.SetDefault("server.port", 9826)
@@ -176,27 +184,33 @@ func setupFlags(v *viper.Viper, flagSet *pflag.FlagSet) {
 
 	// 绑定所有 flag 到 viper
 	// 注意：必须在设置默认值之后绑定
-	v.BindPFlag("server.port", flagSet.Lookup("server-port"))
-	v.BindPFlag("server.read_timeout", flagSet.Lookup("server-read-timeout"))
-	v.BindPFlag("server.write_timeout", flagSet.Lookup("server-write-timeout"))
+	bindPFlag(v, "server.port", flagSet.Lookup("server-port"))
+	bindPFlag(v, "server.read_timeout", flagSet.Lookup("server-read-timeout"))
+	bindPFlag(v, "server.write_timeout", flagSet.Lookup("server-write-timeout"))
 
-	v.BindPFlag("database.driver", flagSet.Lookup("database-driver"))
-	v.BindPFlag("database.path", flagSet.Lookup("database-path"))
-	v.BindPFlag("database.host", flagSet.Lookup("database-host"))
-	v.BindPFlag("database.port", flagSet.Lookup("database-port"))
-	v.BindPFlag("database.user", flagSet.Lookup("database-user"))
-	v.BindPFlag("database.password", flagSet.Lookup("database-password"))
-	v.BindPFlag("database.dbname", flagSet.Lookup("database-dbname"))
-	v.BindPFlag("database.max_idle_conns", flagSet.Lookup("database-max-idle-conns"))
-	v.BindPFlag("database.max_open_conns", flagSet.Lookup("database-max-open-conns"))
-	v.BindPFlag("database.conn_max_lifetime", flagSet.Lookup("database-conn-max-lifetime"))
+	bindPFlag(v, "database.driver", flagSet.Lookup("database-driver"))
+	bindPFlag(v, "database.path", flagSet.Lookup("database-path"))
+	bindPFlag(v, "database.host", flagSet.Lookup("database-host"))
+	bindPFlag(v, "database.port", flagSet.Lookup("database-port"))
+	bindPFlag(v, "database.user", flagSet.Lookup("database-user"))
+	bindPFlag(v, "database.password", flagSet.Lookup("database-password"))
+	bindPFlag(v, "database.dbname", flagSet.Lookup("database-dbname"))
+	bindPFlag(v, "database.max_idle_conns", flagSet.Lookup("database-max-idle-conns"))
+	bindPFlag(v, "database.max_open_conns", flagSet.Lookup("database-max-open-conns"))
+	bindPFlag(v, "database.conn_max_lifetime", flagSet.Lookup("database-conn-max-lifetime"))
 
-	v.BindPFlag("log.level", flagSet.Lookup("log-level"))
-	v.BindPFlag("log.path", flagSet.Lookup("log-path"))
-	v.BindPFlag("log.max_size", flagSet.Lookup("log-max-size"))
-	v.BindPFlag("log.max_backups", flagSet.Lookup("log-max-backups"))
-	v.BindPFlag("log.max_age", flagSet.Lookup("log-max-age"))
-	v.BindPFlag("log.compress", flagSet.Lookup("log-compress"))
+	bindPFlag(v, "log.level", flagSet.Lookup("log-level"))
+	bindPFlag(v, "log.path", flagSet.Lookup("log-path"))
+	bindPFlag(v, "log.max_size", flagSet.Lookup("log-max-size"))
+	bindPFlag(v, "log.max_backups", flagSet.Lookup("log-max-backups"))
+	bindPFlag(v, "log.max_age", flagSet.Lookup("log-max-age"))
+	bindPFlag(v, "log.compress", flagSet.Lookup("log-compress"))
+}
+
+func bindPFlag(v *viper.Viper, key string, flag *pflag.Flag) {
+	if err := v.BindPFlag(key, flag); err != nil {
+		panic(fmt.Sprintf("绑定 flag %s 失败: %v", key, err))
+	}
 }
 
 // setupEnv 绑定环境变量
@@ -217,10 +231,17 @@ func setupConfigFile(v *viper.Viper, configPath string) error {
 			return appErrors.Wrap(appErrors.ErrInternal, err)
 		}
 		// 配置文件不存在，创建默认配置文件
-		if err := v.SafeWriteConfig(); err != nil {
-			// 忽略写入错误（可能目录已存在等）
+		writeErr := v.SafeWriteConfigAs(configPath)
+		if writeErr == nil {
 			return nil
 		}
+
+		var alreadyExistsErr viper.ConfigFileAlreadyExistsError
+		if errors.As(writeErr, &alreadyExistsErr) {
+			return nil
+		}
+
+		return appErrors.Wrap(appErrors.ErrInternal, writeErr)
 	}
 	return nil
 }
@@ -245,7 +266,9 @@ func LoadConfigFromPath(configPath string) (*Config, error) {
 	setupFlags(v, flagSet)
 
 	// 3. 解析 CLI 参数（忽略错误，因为可能没有参数）
-	flagSet.Parse(os.Args[1:])
+	if err := flagSet.Parse(os.Args[1:]); err != nil {
+		return nil, appErrors.Wrap(appErrors.ErrInvalidRequest, err)
+	}
 
 	// 4. 获取配置文件路径（可能被 --config 参数覆盖）
 	if configPathFlag, err := flagSet.GetString("config"); err == nil && configPathFlag != "" {
@@ -294,11 +317,11 @@ func SaveConfig(cfg *Config) error {
 
 	// Ensure directory exists
 	dir := filepath.Dir(configPath)
-	if err := os.MkdirAll(dir, 0755); err != nil {
+	if err := os.MkdirAll(dir, 0o755); err != nil {
 		return appErrors.Wrap(appErrors.ErrInternal, err)
 	}
 
-	return os.WriteFile(configPath, data, 0600)
+	return os.WriteFile(configPath, data, 0o600)
 }
 
 // Validate validates the config
@@ -311,22 +334,24 @@ func (c *Config) Validate() error {
 }
 
 // PrintSummary 打印配置摘要
-func (c *Config) PrintSummary() {
-	fmt.Println("\nAI Gateway 启动配置")
-	fmt.Println("==================")
-	fmt.Printf("服务器端口:     %d\n", c.Server.Port)
+func (c *Config) PrintSummary(logger *zap.Logger) {
+	logger.Info("AI Gateway 启动配置",
+		zap.Int("server_port", c.Server.Port),
+		zap.String("database_driver", c.Database.Driver),
+		zap.String("log_level", c.Log.Level),
+	)
+
 	if c.Database.Driver == "mysql" {
-		fmt.Printf("数据库类型:     mysql\n")
-		fmt.Printf("数据库地址:     %s:%d/%s\n", c.Database.Host, c.Database.Port, c.Database.DBName)
+		logger.Info("数据库配置",
+			zap.String("driver", "mysql"),
+			zap.String("host", c.Database.Host),
+			zap.Int("port", c.Database.Port),
+			zap.String("database", c.Database.DBName),
+		)
 	} else {
-		fmt.Printf("数据库类型:     sqlite\n")
-		fmt.Printf("数据库路径:     %s\n", c.Database.Path)
+		logger.Info("数据库配置",
+			zap.String("driver", "sqlite"),
+			zap.String("path", c.Database.Path),
+		)
 	}
-	fmt.Printf("日志级别:       %s\n", c.Log.Level)
-	fmt.Println("\n配置来源:")
-	configPath, _ := GetConfigPath()
-	fmt.Printf("  配置文件:     %s\n", configPath)
-	fmt.Println("  环境变量:     待统计")
-	fmt.Println("  CLI 参数:     待统计")
-	fmt.Println()
 }

backend/internal/config/config_test.go

@@ -8,6 +8,7 @@ import (
 
 	"github.com/stretchr/testify/assert"
 	"github.com/stretchr/testify/require"
+	"go.uber.org/zap"
 	"gopkg.in/yaml.v3"
 )
 
@@ -171,7 +172,9 @@ func TestConfig_Validate(t *testing.T) {
 			err := cfg.Validate()
 			if tt.wantErr {
 				assert.Error(t, err)
-				assert.Contains(t, err.Error(), tt.errMsg)
+				if err != nil {
+					assert.Contains(t, err.Error(), tt.errMsg)
+				}
 			} else {
 				assert.NoError(t, err)
 			}
@@ -233,7 +236,7 @@ func TestSaveAndLoadConfig(t *testing.T) {
 	configPath := filepath.Join(dir, "config.yaml")
 	data, err := yaml.Marshal(cfg)
 	require.NoError(t, err)
-	err = os.WriteFile(configPath, data, 0644)
+	err = os.WriteFile(configPath, data, 0o600)
 	require.NoError(t, err)
 
 	// 加载配置
@@ -302,7 +305,7 @@ func TestPrintSummary(t *testing.T) {
 	t.Run("SQLite模式摘要", func(t *testing.T) {
 		cfg := DefaultConfig()
 		assert.NotPanics(t, func() {
-			cfg.PrintSummary()
+			cfg.PrintSummary(zap.NewNop())
 		})
 	})
 	t.Run("MySQL模式摘要", func(t *testing.T) {
@@ -313,7 +316,7 @@ func TestPrintSummary(t *testing.T) {
 		cfg.Database.User = "nex"
 		cfg.Database.DBName = "nex"
 		assert.NotPanics(t, func() {
-			cfg.PrintSummary()
+			cfg.PrintSummary(zap.NewNop())
 		})
 	})
 }

backend/internal/config/models.go

@@ -6,15 +6,15 @@ import (
 
 // Provider 供应商模型
 type Provider struct {
-	ID        string         `gorm:"primaryKey" json:"id"`
-	Name      string         `gorm:"not null" json:"name"`
-	APIKey    string         `gorm:"not null" json:"api_key"`
-	BaseURL   string         `gorm:"not null" json:"base_url"`
-	Protocol  string         `gorm:"column:protocol;default:'openai'" json:"protocol"`
-	Enabled   bool           `gorm:"default:true" json:"enabled"`
-	CreatedAt time.Time      `json:"created_at"`
-	UpdatedAt time.Time      `json:"updated_at"`
-	Models    []Model        `gorm:"foreignKey:ProviderID;constraint:OnDelete:CASCADE" json:"models,omitempty"`
+	ID        string    `gorm:"primaryKey" json:"id"`
+	Name      string    `gorm:"not null" json:"name"`
+	APIKey    string    `gorm:"not null" json:"api_key"`
+	BaseURL   string    `gorm:"not null" json:"base_url"`
+	Protocol  string    `gorm:"column:protocol;default:'openai'" json:"protocol"`
+	Enabled   bool      `gorm:"default:true" json:"enabled"`
+	CreatedAt time.Time `json:"created_at"`
+	UpdatedAt time.Time `json:"updated_at"`
+	Models    []Model   `gorm:"foreignKey:ProviderID;constraint:OnDelete:CASCADE" json:"models,omitempty"`
 }
 
 // Model 模型配置（id 为 UUID 自动生成，UNIQUE(provider_id, model_name)）
@@ -29,8 +29,8 @@ type Model struct {
 // UsageStats 用量统计
 type UsageStats struct {
 	ID           uint      `gorm:"primaryKey;autoIncrement" json:"id"`
-	ProviderID   string    `gorm:"not null;index" json:"provider_id"`
-	ModelName    string    `gorm:"not null;index" json:"model_name"`
+	ProviderID   string    `gorm:"not null;index;uniqueIndex:idx_provider_model_date" json:"provider_id"`
+	ModelName    string    `gorm:"not null;index;uniqueIndex:idx_provider_model_date" json:"model_name"`
 	RequestCount int       `gorm:"default:0" json:"request_count"`
 	Date         time.Time `gorm:"type:date;not null;uniqueIndex:idx_provider_model_date" json:"date"`
 }
@@ -47,4 +47,3 @@ func (Model) TableName() string {
 func (UsageStats) TableName() string {
 	return "usage_stats"
 }
-

backend/internal/conversion/anthropic/adapter.go

@@ -141,7 +141,10 @@ func (a *Adapter) EncodeError(err *conversion.ConversionError) ([]byte, int) {
 			Message: err.Message,
 		},
 	}
-	body, _ := json.Marshal(errMsg)
+	body, marshalErr := json.Marshal(errMsg)
+	if marshalErr != nil {
+		return []byte(`{"type":"error","error":{"type":"internal_error","message":"internal error"}}`), statusCode
+	}
 	return body, statusCode
 }
 
@@ -235,7 +238,11 @@ func locateModelFieldInRequest(body []byte, ifaceType conversion.InterfaceType)
 			return "", nil, err
 		}
 		rewriteFunc := func(newModel string) ([]byte, error) {
-			m["model"], _ = json.Marshal(newModel)
+			encodedModel, err := json.Marshal(newModel)
+			if err != nil {
+				return nil, err
+			}
+			m["model"] = encodedModel
 			return json.Marshal(m)
 		}
 		return current, rewriteFunc, nil
@@ -269,7 +276,11 @@ func (a *Adapter) RewriteResponseModelName(body []byte, newModel string, ifaceTy
 	switch ifaceType {
 	case conversion.InterfaceTypeChat:
 		// Chat 响应必须有 model 字段，存在则改写，不存在则添加
-		m["model"], _ = json.Marshal(newModel)
+		encodedModel, err := json.Marshal(newModel)
+		if err != nil {
+			return nil, err
+		}
+		m["model"] = encodedModel
 		return json.Marshal(m)
 	default:
 		return body, nil

backend/internal/conversion/anthropic/adapter_test.go

@@ -2,6 +2,7 @@ package anthropic
 
 import (
 	"encoding/json"
+	"errors"
 	"testing"
 
 	"nex/backend/internal/conversion"
@@ -48,14 +49,36 @@ func TestAdapter_DetectInterfaceType(t *testing.T) {
 	}
 }
 
+func TestAdapter_APIReferenceNativePaths(t *testing.T) {
+	a := NewAdapter()
+
+	// docs/api_reference/anthropic defines messages and models under /v1.
+	tests := []struct {
+		path     string
+		expected conversion.InterfaceType
+	}{
+		{"/v1/messages", conversion.InterfaceTypeChat},
+		{"/v1/models", conversion.InterfaceTypeModels},
+		{"/v1/models/claude-sonnet-4-5", conversion.InterfaceTypeModelInfo},
+		{"/messages", conversion.InterfaceTypePassthrough},
+		{"/models", conversion.InterfaceTypePassthrough},
+	}
+
+	for _, tt := range tests {
+		t.Run(tt.path, func(t *testing.T) {
+			assert.Equal(t, tt.expected, a.DetectInterfaceType(tt.path))
+		})
+	}
+}
+
 func TestAdapter_BuildUrl(t *testing.T) {
 	a := NewAdapter()
 
 	tests := []struct {
-		name         string
-		nativePath   string
+		name          string
+		nativePath    string
 		interfaceType conversion.InterfaceType
-		expected     string
+		expected      string
 	}{
 		{"聊天", "/v1/messages", conversion.InterfaceTypeChat, "/v1/messages"},
 		{"模型", "/v1/models", conversion.InterfaceTypeModels, "/v1/models"},
@@ -102,9 +125,9 @@ func TestAdapter_SupportsInterface(t *testing.T) {
 	a := NewAdapter()
 
 	tests := []struct {
-		name         string
+		name          string
 		interfaceType conversion.InterfaceType
-		expected     bool
+		expected      bool
 	}{
 		{"聊天", conversion.InterfaceTypeChat, true},
 		{"模型", conversion.InterfaceTypeModels, true},
@@ -141,8 +164,8 @@ func TestAdapter_UnsupportedEmbedding(t *testing.T) {
 	t.Run("解码嵌入请求", func(t *testing.T) {
 		_, err := a.DecodeEmbeddingRequest([]byte(`{}`))
 		require.Error(t, err)
-		convErr, ok := err.(*conversion.ConversionError)
-		require.True(t, ok)
+		var convErr *conversion.ConversionError
+		require.ErrorAs(t, err, &convErr)
 		assert.Equal(t, conversion.ErrorCodeInterfaceNotSupported, convErr.Code)
 	})
 
@@ -150,24 +173,24 @@ func TestAdapter_UnsupportedEmbedding(t *testing.T) {
 		provider := conversion.NewTargetProvider("https://api.anthropic.com", "key", "claude-3")
 		_, err := a.EncodeEmbeddingRequest(&canonical.CanonicalEmbeddingRequest{}, provider)
 		require.Error(t, err)
-		convErr, ok := err.(*conversion.ConversionError)
-		require.True(t, ok)
+		var convErr *conversion.ConversionError
+		require.True(t, errors.As(err, &convErr))
 		assert.Equal(t, conversion.ErrorCodeInterfaceNotSupported, convErr.Code)
 	})
 
 	t.Run("解码嵌入响应", func(t *testing.T) {
 		_, err := a.DecodeEmbeddingResponse([]byte(`{}`))
 		require.Error(t, err)
-		convErr, ok := err.(*conversion.ConversionError)
-		require.True(t, ok)
+		var convErr *conversion.ConversionError
+		require.ErrorAs(t, err, &convErr)
 		assert.Equal(t, conversion.ErrorCodeInterfaceNotSupported, convErr.Code)
 	})
 
 	t.Run("编码嵌入响应", func(t *testing.T) {
 		_, err := a.EncodeEmbeddingResponse(&canonical.CanonicalEmbeddingResponse{})
 		require.Error(t, err)
-		convErr, ok := err.(*conversion.ConversionError)
-		require.True(t, ok)
+		var convErr *conversion.ConversionError
+		require.ErrorAs(t, err, &convErr)
 		assert.Equal(t, conversion.ErrorCodeInterfaceNotSupported, convErr.Code)
 	})
 }
@@ -178,8 +201,8 @@ func TestAdapter_UnsupportedRerank(t *testing.T) {
 	t.Run("解码重排序请求", func(t *testing.T) {
 		_, err := a.DecodeRerankRequest([]byte(`{}`))
 		require.Error(t, err)
-		convErr, ok := err.(*conversion.ConversionError)
-		require.True(t, ok)
+		var convErr *conversion.ConversionError
+		require.ErrorAs(t, err, &convErr)
 		assert.Equal(t, conversion.ErrorCodeInterfaceNotSupported, convErr.Code)
 	})
 
@@ -187,24 +210,24 @@ func TestAdapter_UnsupportedRerank(t *testing.T) {
 		provider := conversion.NewTargetProvider("https://api.anthropic.com", "key", "claude-3")
 		_, err := a.EncodeRerankRequest(&canonical.CanonicalRerankRequest{}, provider)
 		require.Error(t, err)
-		convErr, ok := err.(*conversion.ConversionError)
-		require.True(t, ok)
+		var convErr *conversion.ConversionError
+		require.ErrorAs(t, err, &convErr)
 		assert.Equal(t, conversion.ErrorCodeInterfaceNotSupported, convErr.Code)
 	})
 
 	t.Run("解码重排序响应", func(t *testing.T) {
 		_, err := a.DecodeRerankResponse([]byte(`{}`))
 		require.Error(t, err)
-		convErr, ok := err.(*conversion.ConversionError)
-		require.True(t, ok)
+		var convErr *conversion.ConversionError
+		require.ErrorAs(t, err, &convErr)
 		assert.Equal(t, conversion.ErrorCodeInterfaceNotSupported, convErr.Code)
 	})
 
 	t.Run("编码重排序响应", func(t *testing.T) {
 		_, err := a.EncodeRerankResponse(&canonical.CanonicalRerankResponse{})
 		require.Error(t, err)
-		convErr, ok := err.(*conversion.ConversionError)
-		require.True(t, ok)
+		var convErr *conversion.ConversionError
+		require.ErrorAs(t, err, &convErr)
 		assert.Equal(t, conversion.ErrorCodeInterfaceNotSupported, convErr.Code)
 	})
 }

backend/internal/conversion/anthropic/decoder.go

@@ -28,7 +28,10 @@ func decodeRequest(body []byte) (*canonical.CanonicalRequest, error) {
 
 	var canonicalMsgs []canonical.CanonicalMessage
 	for _, msg := range req.Messages {
-		decoded := decodeMessage(msg)
+		decoded, err := decodeMessage(msg)
+		if err != nil {
+			return nil, conversion.NewConversionError(conversion.ErrorCodeJSONParseError, "解析消息内容失败").WithCause(err)
+		}
 		canonicalMsgs = append(canonicalMsgs, decoded...)
 	}
 
@@ -94,10 +97,13 @@ func decodeSystem(system any) any {
 }
 
 // decodeMessage 解码 Anthropic 消息
-func decodeMessage(msg Message) []canonical.CanonicalMessage {
+func decodeMessage(msg Message) ([]canonical.CanonicalMessage, error) {
 	switch msg.Role {
 	case "user":
-		blocks := decodeContentBlocks(msg.Content)
+		blocks, err := decodeContentBlocks(msg.Content)
+		if err != nil {
+			return nil, err
+		}
 		var toolResults []canonical.ContentBlock
 		var others []canonical.ContentBlock
 		for _, b := range blocks {
@@ -117,58 +123,83 @@ func decodeMessage(msg Message) []canonical.CanonicalMessage {
 		if len(result) == 0 {
 			result = append(result, canonical.CanonicalMessage{Role: canonical.RoleUser, Content: []canonical.ContentBlock{canonical.NewTextBlock("")}})
 		}
-		return result
+		return result, nil
 
 	case "assistant":
-		blocks := decodeContentBlocks(msg.Content)
+		blocks, err := decodeContentBlocks(msg.Content)
+		if err != nil {
+			return nil, err
+		}
 		if len(blocks) == 0 {
 			blocks = append(blocks, canonical.NewTextBlock(""))
 		}
-		return []canonical.CanonicalMessage{{Role: canonical.RoleAssistant, Content: blocks}}
+		return []canonical.CanonicalMessage{{Role: canonical.RoleAssistant, Content: blocks}}, nil
 	}
-	return nil
+	return nil, nil
 }
 
 // decodeContentBlocks 解码内容块列表
-func decodeContentBlocks(content any) []canonical.ContentBlock {
+func decodeContentBlocks(content any) ([]canonical.ContentBlock, error) {
 	switch v := content.(type) {
 	case string:
-		return []canonical.ContentBlock{canonical.NewTextBlock(v)}
+		return []canonical.ContentBlock{canonical.NewTextBlock(v)}, nil
 	case []any:
 		var blocks []canonical.ContentBlock
 		for _, item := range v {
 			if m, ok := item.(map[string]any); ok {
-				block := decodeSingleContentBlock(m)
+				block, err := decodeSingleContentBlock(m)
+				if err != nil {
+					return nil, err
+				}
 				if block != nil {
 					blocks = append(blocks, *block)
 				}
 			}
 		}
 		if len(blocks) > 0 {
-			return blocks
+			return blocks, nil
 		}
-		return []canonical.ContentBlock{canonical.NewTextBlock("")}
+		return []canonical.ContentBlock{canonical.NewTextBlock("")}, nil
 	case nil:
-		return []canonical.ContentBlock{canonical.NewTextBlock("")}
+		return []canonical.ContentBlock{canonical.NewTextBlock("")}, nil
 	default:
-		return []canonical.ContentBlock{canonical.NewTextBlock(fmt.Sprintf("%v", v))}
+		return []canonical.ContentBlock{canonical.NewTextBlock(fmt.Sprintf("%v", v))}, nil
 	}
 }
 
 // decodeSingleContentBlock 解码单个内容块
-func decodeSingleContentBlock(m map[string]any) *canonical.ContentBlock {
-	t, _ := m["type"].(string)
+func decodeSingleContentBlock(m map[string]any) (*canonical.ContentBlock, error) {
+	t, ok := m["type"].(string)
+	if !ok {
+		return nil, nil
+	}
+
 	switch t {
 	case "text":
-		text, _ := m["text"].(string)
-		return &canonical.ContentBlock{Type: "text", Text: text}
+		text, ok := m["text"].(string)
+		if !ok {
+			text = ""
+		}
+		return &canonical.ContentBlock{Type: "text", Text: text}, nil
 	case "tool_use":
-		id, _ := m["id"].(string)
-		name, _ := m["name"].(string)
-		input, _ := json.Marshal(m["input"])
-		return &canonical.ContentBlock{Type: "tool_use", ID: id, Name: name, Input: input}
+		id, ok := m["id"].(string)
+		if !ok {
+			id = ""
+		}
+		name, ok := m["name"].(string)
+		if !ok {
+			name = ""
+		}
+		input, err := json.Marshal(m["input"])
+		if err != nil {
+			return nil, err
+		}
+		return &canonical.ContentBlock{Type: "tool_use", ID: id, Name: name, Input: input}, nil
 	case "tool_result":
-		toolUseID, _ := m["tool_use_id"].(string)
+		toolUseID, ok := m["tool_use_id"].(string)
+		if !ok {
+			toolUseID = ""
+		}
 		isErr := false
 		if ie, ok := m["is_error"].(bool); ok {
 			isErr = ie
@@ -179,7 +210,11 @@ func decodeSingleContentBlock(m map[string]any) *canonical.ContentBlock {
 			case string:
 				content = json.RawMessage(fmt.Sprintf("%q", cv))
 			default:
-				content, _ = json.Marshal(cv)
+				encoded, err := json.Marshal(cv)
+				if err != nil {
+					return nil, err
+				}
+				content = encoded
 			}
 		} else {
 			content = json.RawMessage(`""`)
@@ -189,15 +224,18 @@ func decodeSingleContentBlock(m map[string]any) *canonical.ContentBlock {
 			ToolUseID: toolUseID,
 			Content:   content,
 			IsError:   &isErr,
-		}
+		}, nil
 	case "thinking":
-		thinking, _ := m["thinking"].(string)
-		return &canonical.ContentBlock{Type: "thinking", Thinking: thinking}
+		thinking, ok := m["thinking"].(string)
+		if !ok {
+			thinking = ""
+		}
+		return &canonical.ContentBlock{Type: "thinking", Thinking: thinking}, nil
 	case "redacted_thinking":
 		// 丢弃
-		return nil
+		return nil, nil
 	}
-	return nil
+	return nil, nil
 }
 
 // decodeTools 解码工具定义
@@ -232,7 +270,10 @@ func decodeToolChoice(toolChoice any) *canonical.ToolChoice {
 			return canonical.NewToolChoiceAny()
 		}
 	case map[string]any:
-		t, _ := v["type"].(string)
+		t, ok := v["type"].(string)
+		if !ok {
+			return nil
+		}
 		switch t {
 		case "auto":
 			return canonical.NewToolChoiceAuto()
@@ -241,7 +282,10 @@ func decodeToolChoice(toolChoice any) *canonical.ToolChoice {
 		case "any":
 			return canonical.NewToolChoiceAny()
 		case "tool":
-			name, _ := v["name"].(string)
+			name, ok := v["name"].(string)
+			if !ok {
+				name = ""
+			}
 			return canonical.NewToolChoiceNamed(name)
 		}
 	}

backend/internal/conversion/anthropic/encoder.go

@@ -182,7 +182,7 @@ func encodeContentBlocks(blocks []canonical.ContentBlock) []map[string]any {
 			result = append(result, m)
 		case "tool_result":
 			m := map[string]any{
-				"type":       "tool_result",
+				"type":        "tool_result",
 				"tool_use_id": b.ToolUseID,
 			}
 			if b.Content != nil {
@@ -335,11 +335,11 @@ func encodeResponse(resp *canonical.CanonicalResponse) ([]byte, error) {
 	}
 
 	result := map[string]any{
-		"id":      resp.ID,
-		"type":    "message",
-		"role":    "assistant",
-		"model":   resp.Model,
-		"content": blocks,
+		"id":            resp.ID,
+		"type":          "message",
+		"role":          "assistant",
+		"model":         resp.Model,
+		"content":       blocks,
 		"stop_reason":   sr,
 		"stop_sequence": nil,
 		"usage":         usage,

backend/internal/conversion/anthropic/encoder_test.go

@@ -33,7 +33,8 @@ func TestEncodeRequest_Basic(t *testing.T) {
 	assert.Equal(t, true, result["stream"])
 	assert.Equal(t, float64(1024), result["max_tokens"])
 
-	msgs := result["messages"].([]any)
+	msgs, ok := result["messages"].([]any)
+	require.True(t, ok)
 	assert.Len(t, msgs, 1)
 }
 
@@ -55,17 +56,20 @@ func TestEncodeRequest_ToolMergeIntoUser(t *testing.T) {
 
 	var result map[string]any
 	require.NoError(t, json.Unmarshal(body, &result))
-	msgs := result["messages"].([]any)
+	msgs, ok := result["messages"].([]any)
+	require.True(t, ok)
 
 	// tool 消息应被合并到相邻 user 消息
 	foundToolResult := false
 	for _, m := range msgs {
-		msgMap := m.(map[string]any)
+		msgMap, ok := m.(map[string]any)
+		require.True(t, ok)
 		if msgMap["role"] == "user" {
 			content, ok := msgMap["content"].([]any)
 			if ok {
 				for _, c := range content {
-					block := c.(map[string]any)
+					block, ok := c.(map[string]any)
+					require.True(t, ok)
 					if block["type"] == "tool_result" {
 						foundToolResult = true
 					}
@@ -93,8 +97,10 @@ func TestEncodeRequest_FirstUserGuarantee(t *testing.T) {
 
 	var result map[string]any
 	require.NoError(t, json.Unmarshal(body, &result))
-	msgs := result["messages"].([]any)
-	firstMsg := msgs[0].(map[string]any)
+	msgs, ok := result["messages"].([]any)
+	require.True(t, ok)
+	firstMsg, ok := msgs[0].(map[string]any)
+	require.True(t, ok)
 	assert.Equal(t, "user", firstMsg["role"])
 }
 
@@ -140,9 +146,11 @@ func TestEncodeResponse_Basic(t *testing.T) {
 	assert.Equal(t, "assistant", result["role"])
 	assert.Equal(t, "end_turn", result["stop_reason"])
 
-	content := result["content"].([]any)
+	content, ok := result["content"].([]any)
+	require.True(t, ok)
 	assert.Len(t, content, 1)
-	block := content[0].(map[string]any)
+	block, ok := content[0].(map[string]any)
+	require.True(t, ok)
 	assert.Equal(t, "text", block["type"])
 	assert.Equal(t, "你好", block["text"])
 }
@@ -160,10 +168,12 @@ func TestEncodeModelsResponse(t *testing.T) {
 
 	var result map[string]any
 	require.NoError(t, json.Unmarshal(body, &result))
-	data := result["data"].([]any)
+	data, ok := result["data"].([]any)
+	require.True(t, ok)
 	assert.Len(t, data, 1)
 
-	model := data[0].(map[string]any)
+	model, ok := data[0].(map[string]any)
+	require.True(t, ok)
 	assert.Equal(t, "claude-3-opus", model["id"])
 	// created 应为 RFC3339 格式
 	createdAt, ok := model["created_at"].(string)
@@ -280,11 +290,14 @@ func TestEncodeRequest_ConsecutiveRoleMerge(t *testing.T) {
 
 	var result map[string]any
 	require.NoError(t, json.Unmarshal(body, &result))
-	msgs := result["messages"].([]any)
+	msgs, ok := result["messages"].([]any)
+	require.True(t, ok)
 	assert.Len(t, msgs, 1)
-	userMsg := msgs[0].(map[string]any)
+	userMsg, ok := msgs[0].(map[string]any)
+	require.True(t, ok)
 	assert.Equal(t, "user", userMsg["role"])
-	content := userMsg["content"].([]any)
+	content, ok := userMsg["content"].([]any)
+	require.True(t, ok)
 	assert.Len(t, content, 2)
 }
 
@@ -321,7 +334,8 @@ func TestEncodeResponse_ReasoningTokens(t *testing.T) {
 
 	var result map[string]any
 	require.NoError(t, json.Unmarshal(body, &result))
-	usage := result["usage"].(map[string]any)
+	usage, ok := result["usage"].(map[string]any)
+	require.True(t, ok)
 	_, hasReasoning := usage["reasoning_tokens"]
 	assert.False(t, hasReasoning)
 }
@@ -341,9 +355,11 @@ func TestEncodeResponse_ToolUse(t *testing.T) {
 
 	var result map[string]any
 	require.NoError(t, json.Unmarshal(body, &result))
-	content := result["content"].([]any)
+	content, ok := result["content"].([]any)
+	require.True(t, ok)
 	assert.Len(t, content, 1)
-	block := content[0].(map[string]any)
+	block, ok := content[0].(map[string]any)
+	require.True(t, ok)
 	assert.Equal(t, "tool_use", block["type"])
 	assert.Equal(t, "tool_1", block["id"])
 	assert.Equal(t, "search", block["name"])

backend/internal/conversion/anthropic/stream_decoder.go

@@ -28,7 +28,7 @@ func NewStreamDecoder() *StreamDecoder {
 func (d *StreamDecoder) ProcessChunk(rawChunk []byte) []canonical.CanonicalStreamEvent {
 	data := rawChunk
 	if len(d.utf8Remainder) > 0 {
-		data = append(d.utf8Remainder, rawChunk...)
+		data = append(append([]byte{}, d.utf8Remainder...), rawChunk...)
 		d.utf8Remainder = nil
 	}
 
@@ -50,9 +50,10 @@ func (d *StreamDecoder) ProcessChunk(rawChunk []byte) []canonical.CanonicalStrea
 
 	for _, line := range strings.Split(text, "\n") {
 		line = strings.TrimRight(line, "\r")
-		if strings.HasPrefix(line, "event: ") {
+		switch {
+		case strings.HasPrefix(line, "event: "):
 			eventType = strings.TrimPrefix(line, "event: ")
-		} else if strings.HasPrefix(line, "data: ") {
+		case strings.HasPrefix(line, "data: "):
 			eventData = strings.TrimPrefix(line, "data: ")
 			if eventType != "" && eventData != "" {
 				chunkEvents := d.processEvent(eventType, []byte(eventData))
@@ -60,8 +61,8 @@ func (d *StreamDecoder) ProcessChunk(rawChunk []byte) []canonical.CanonicalStrea
 			}
 			eventType = ""
 			eventData = ""
-		} else if line == "" {
-			// SSE 事件分隔符
+		case line == "":
+			continue
 		}
 	}
 
@@ -135,7 +136,7 @@ func (d *StreamDecoder) processMessageStart(data []byte) []canonical.CanonicalSt
 // processContentBlockStart 处理内容块开始事件
 func (d *StreamDecoder) processContentBlockStart(data []byte) []canonical.CanonicalStreamEvent {
 	var raw struct {
-		Index        int    `json:"index"`
+		Index        int `json:"index"`
 		ContentBlock struct {
 			Type     string `json:"type"`
 			Text     string `json:"text"`

backend/internal/conversion/anthropic/stream_decoder_test.go

@@ -47,23 +47,23 @@ func TestStreamDecoder_ContentBlockDelta(t *testing.T) {
 		checkValue string
 	}{
 		{
-			name:      "text_delta",
-			deltaType: "text_delta",
-			deltaData: map[string]any{"type": "text_delta", "text": "你好"},
+			name:       "text_delta",
+			deltaType:  "text_delta",
+			deltaData:  map[string]any{"type": "text_delta", "text": "你好"},
 			checkField: "text",
 			checkValue: "你好",
 		},
 		{
-			name:      "input_json_delta",
-			deltaType: "input_json_delta",
-			deltaData: map[string]any{"type": "input_json_delta", "partial_json": "{\"key\":"},
+			name:       "input_json_delta",
+			deltaType:  "input_json_delta",
+			deltaData:  map[string]any{"type": "input_json_delta", "partial_json": "{\"key\":"},
 			checkField: "partial_json",
 			checkValue: "{\"key\":",
 		},
 		{
-			name:      "thinking_delta",
-			deltaType: "thinking_delta",
-			deltaData: map[string]any{"type": "thinking_delta", "thinking": "思考中"},
+			name:       "thinking_delta",
+			deltaType:  "thinking_delta",
+			deltaData:  map[string]any{"type": "thinking_delta", "thinking": "思考中"},
 			checkField: "thinking",
 			checkValue: "思考中",
 		},
@@ -74,7 +74,7 @@ func TestStreamDecoder_ContentBlockDelta(t *testing.T) {
 			payload := map[string]any{
 				"type":  "content_block_delta",
 				"index": 0,
-				"delta":  tt.deltaData,
+				"delta": tt.deltaData,
 			}
 			raw := makeAnthropicEvent("content_block_delta", payload)
 
@@ -298,7 +298,7 @@ func TestStreamDecoder_WebSearchToolResult_Suppressed(t *testing.T) {
 		"type":  "content_block_start",
 		"index": 3,
 		"content_block": map[string]any{
-			"type": "web_search_tool_result",
+			"type":        "web_search_tool_result",
 			"tool_use_id": "search_1",
 		},
 	}
@@ -331,8 +331,8 @@ func TestStreamDecoder_CitationsDelta_Discarded(t *testing.T) {
 		"type":  "content_block_delta",
 		"index": 0,
 		"delta": map[string]any{
-			"type":        "citations_delta",
-			"citation":    map[string]any{"title": "ref1"},
+			"type":     "citations_delta",
+			"citation": map[string]any{"title": "ref1"},
 		},
 	}
 	raw := makeAnthropicEvent("content_block_delta", payload)
@@ -466,7 +466,7 @@ func TestStreamDecoder_MessageDelta_UsageNotAccumulated(t *testing.T) {
 		},
 	}
 	deltaPayload1 := map[string]any{
-		"type": "message_delta",
+		"type":  "message_delta",
 		"delta": map[string]any{"stop_reason": "end_turn"},
 		"usage": map[string]any{"output_tokens": 25},
 	}
@@ -478,7 +478,7 @@ func TestStreamDecoder_MessageDelta_UsageNotAccumulated(t *testing.T) {
 	assert.Equal(t, 25, events[0].Usage.OutputTokens)
 
 	deltaPayload2 := map[string]any{
-		"type": "message_delta",
+		"type":  "message_delta",
 		"delta": map[string]any{"stop_reason": "end_turn"},
 		"usage": map[string]any{"output_tokens": 30},
 	}

backend/internal/conversion/anthropic/stream_encoder.go

@@ -50,16 +50,24 @@ func (e *StreamEncoder) encodeMessageStart(event canonical.CanonicalStreamEvent)
 	}
 	if event.Message != nil {
 		msg := map[string]any{
-			"id":    event.Message.ID,
-			"model": event.Message.Model,
-			"role":  "assistant",
+			"id":            event.Message.ID,
+			"type":          "message",
+			"role":          "assistant",
+			"content":       []any{},
+			"model":         event.Message.Model,
+			"stop_reason":   nil,
+			"stop_sequence": nil,
 		}
 		if event.Message.Usage != nil {
-			usage := map[string]any{
+			msg["usage"] = map[string]any{
 				"input_tokens":  event.Message.Usage.InputTokens,
 				"output_tokens": event.Message.Usage.OutputTokens,
 			}
-			msg["usage"] = usage
+		} else {
+			msg["usage"] = map[string]any{
+				"input_tokens":  0,
+				"output_tokens": 0,
+			}
 		}
 		payload["message"] = msg
 	}
@@ -147,6 +155,10 @@ func (e *StreamEncoder) encodeMessageDelta(event canonical.CanonicalStreamEvent)
 		payload["usage"] = map[string]any{
 			"output_tokens": event.Usage.OutputTokens,
 		}
+	} else {
+		payload["usage"] = map[string]any{
+			"output_tokens": 0,
+		}
 	}
 	return e.marshalEvent("message_delta", payload)
 }

backend/internal/conversion/anthropic/stream_encoder_test.go

@@ -21,8 +21,55 @@ func TestStreamEncoder_MessageStart(t *testing.T) {
 	s := string(chunks[0])
 	assert.True(t, strings.HasPrefix(s, "event: message_start\n"))
 	assert.Contains(t, s, "data: ")
-	assert.Contains(t, s, "msg_1")
-	assert.Contains(t, s, "claude-3")
+
+	var payload map[string]any
+	lines := strings.Split(s, "\n")
+	for _, l := range lines {
+		if strings.HasPrefix(l, "data: ") {
+			require.NoError(t, json.Unmarshal([]byte(strings.TrimPrefix(l, "data: ")), &payload))
+			break
+		}
+	}
+
+	msg, ok := payload["message"].(map[string]any)
+	require.True(t, ok)
+	assert.Equal(t, "msg_1", msg["id"])
+	assert.Equal(t, "message", msg["type"])
+	assert.Equal(t, "assistant", msg["role"])
+	assert.Equal(t, []any{}, msg["content"])
+	assert.Equal(t, "claude-3", msg["model"])
+	assert.Nil(t, msg["stop_reason"])
+	assert.Nil(t, msg["stop_sequence"])
+
+	usage, okU := msg["usage"].(map[string]any)
+	require.True(t, okU)
+	assert.Equal(t, float64(0), usage["input_tokens"])
+	assert.Equal(t, float64(0), usage["output_tokens"])
+}
+
+func TestStreamEncoder_MessageStart_WithUsage(t *testing.T) {
+	e := NewStreamEncoder()
+	event := canonical.NewMessageStartEventWithUsage("msg_2", "gpt-4", &canonical.CanonicalUsage{InputTokens: 100, OutputTokens: 50})
+
+	chunks := e.EncodeEvent(event)
+	require.Len(t, chunks, 1)
+
+	s := string(chunks[0])
+	var payload map[string]any
+	lines := strings.Split(s, "\n")
+	for _, l := range lines {
+		if strings.HasPrefix(l, "data: ") {
+			require.NoError(t, json.Unmarshal([]byte(strings.TrimPrefix(l, "data: ")), &payload))
+			break
+		}
+	}
+
+	msg, ok := payload["message"].(map[string]any)
+	require.True(t, ok)
+	usage, okU := msg["usage"].(map[string]any)
+	require.True(t, okU)
+	assert.Equal(t, float64(100), usage["input_tokens"])
+	assert.Equal(t, float64(50), usage["output_tokens"])
 }
 
 func TestStreamEncoder_ContentBlockDelta(t *testing.T) {
@@ -80,7 +127,8 @@ func TestStreamEncoder_ContentBlockStart_Text(t *testing.T) {
 			break
 		}
 	}
-	cb := payload["content_block"].(map[string]any)
+	cb, ok := payload["content_block"].(map[string]any)
+	require.True(t, ok)
 	assert.Equal(t, "text", cb["type"])
 }
 
@@ -107,7 +155,8 @@ func TestStreamEncoder_ContentBlockStart_ToolUse(t *testing.T) {
 			break
 		}
 	}
-	cb := payload["content_block"].(map[string]any)
+	cb, ok := payload["content_block"].(map[string]any)
+	require.True(t, ok)
 	assert.Equal(t, "tool_use", cb["type"])
 	assert.Equal(t, "toolu_1", cb["id"])
 	assert.Equal(t, "search", cb["name"])
@@ -131,7 +180,8 @@ func TestStreamEncoder_ContentBlockStart_Thinking(t *testing.T) {
 			break
 		}
 	}
-	cb := payload["content_block"].(map[string]any)
+	cb, ok := payload["content_block"].(map[string]any)
+	require.True(t, ok)
 	assert.Equal(t, "thinking", cb["type"])
 }
 
@@ -173,8 +223,13 @@ func TestStreamEncoder_MessageDelta_WithStopReason(t *testing.T) {
 			break
 		}
 	}
-	delta := payload["delta"].(map[string]any)
+	delta, okd := payload["delta"].(map[string]any)
+	require.True(t, okd)
 	assert.Equal(t, "end_turn", delta["stop_reason"])
+
+	usage, oku := payload["usage"].(map[string]any)
+	require.True(t, oku, "message_delta SHALL always include usage")
+	assert.Equal(t, float64(0), usage["output_tokens"])
 }
 
 func TestStreamEncoder_MessageDelta_WithUsage(t *testing.T) {
@@ -199,7 +254,8 @@ func TestStreamEncoder_MessageDelta_WithUsage(t *testing.T) {
 			break
 		}
 	}
-	u := payload["usage"].(map[string]any)
+	u, oku := payload["usage"].(map[string]any)
+	require.True(t, oku)
 	assert.Equal(t, float64(88), u["output_tokens"])
 }
 

backend/internal/conversion/anthropic/supplemental_test.go

@@ -173,13 +173,15 @@ func TestDecodeMessage_UserWithOnlyToolResults(t *testing.T) {
 }
 
 func TestDecodeContentBlocks_Nil(t *testing.T) {
-	blocks := decodeContentBlocks(nil)
+	blocks, err := decodeContentBlocks(nil)
+	require.NoError(t, err)
 	assert.Len(t, blocks, 1)
 	assert.Equal(t, "", blocks[0].Text)
 }
 
 func TestDecodeContentBlocks_String(t *testing.T) {
-	blocks := decodeContentBlocks("hello")
+	blocks, err := decodeContentBlocks("hello")
+	require.NoError(t, err)
 	assert.Len(t, blocks, 1)
 	assert.Equal(t, "hello", blocks[0].Text)
 }
@@ -217,8 +219,10 @@ func TestEncodeToolChoice(t *testing.T) {
 	for _, tt := range tests {
 		t.Run(tt.name, func(t *testing.T) {
 			result := encodeToolChoice(tt.choice)
-			assert.Equal(t, tt.want["type"], result.(map[string]any)["type"])
-			assert.Equal(t, tt.want["name"], result.(map[string]any)["name"])
+			r, ok := result.(map[string]any)
+			require.True(t, ok)
+			assert.Equal(t, tt.want["type"], r["type"])
+			assert.Equal(t, tt.want["name"], r["name"])
 		})
 	}
 }
@@ -315,12 +319,15 @@ func TestEncodeRequest_WithTools(t *testing.T) {
 
 	var result map[string]any
 	require.NoError(t, json.Unmarshal(body, &result))
-	tools := result["tools"].([]any)
+	tools, okt := result["tools"].([]any)
+	require.True(t, okt)
 	assert.Len(t, tools, 1)
-	tool := tools[0].(map[string]any)
+	tool, okt2 := tools[0].(map[string]any)
+	require.True(t, okt2)
 	assert.Equal(t, "search", tool["name"])
 	assert.Equal(t, "Search things", tool["description"])
-	tc := result["tool_choice"].(map[string]any)
+	tc, oktc := result["tool_choice"].(map[string]any)
+	require.True(t, oktc)
 	assert.Equal(t, "auto", tc["type"])
 }
 
@@ -354,9 +361,9 @@ func TestEncodeResponse_UsageWithCacheAndCreation(t *testing.T) {
 		Content:    []canonical.ContentBlock{canonical.NewTextBlock("ok")},
 		StopReason: &sr,
 		Usage: canonical.CanonicalUsage{
-			InputTokens:        100,
-			OutputTokens:       50,
-			CacheReadTokens:    &cacheRead,
+			InputTokens:         100,
+			OutputTokens:        50,
+			CacheReadTokens:     &cacheRead,
 			CacheCreationTokens: &cacheCreation,
 		},
 	}
@@ -366,7 +373,8 @@ func TestEncodeResponse_UsageWithCacheAndCreation(t *testing.T) {
 
 	var result map[string]any
 	require.NoError(t, json.Unmarshal(body, &result))
-	usage := result["usage"].(map[string]any)
+	usage, oku := result["usage"].(map[string]any)
+	require.True(t, oku)
 	assert.Equal(t, float64(100), usage["input_tokens"])
 	assert.Equal(t, float64(30), usage["cache_read_input_tokens"])
 	assert.Equal(t, float64(10), usage["cache_creation_input_tokens"])

backend/internal/conversion/anthropic/types.go

@@ -6,22 +6,22 @@ import (
 
 // MessagesRequest Anthropic Messages 请求
 type MessagesRequest struct {
-	Model               string          `json:"model"`
-	Messages            []Message       `json:"messages"`
-	System              any             `json:"system,omitempty"`
-	MaxTokens           int             `json:"max_tokens"`
-	Temperature         *float64        `json:"temperature,omitempty"`
-	TopP                *float64        `json:"top_p,omitempty"`
-	TopK                *int            `json:"top_k,omitempty"`
-	StopSequences       []string        `json:"stop_sequences,omitempty"`
-	Stream              bool            `json:"stream,omitempty"`
-	Tools               []Tool          `json:"tools,omitempty"`
-	ToolChoice          any             `json:"tool_choice,omitempty"`
-	Metadata            *RequestMetadata `json:"metadata,omitempty"`
-	Thinking            *ThinkingConfig `json:"thinking,omitempty"`
-	OutputConfig        *OutputConfig   `json:"output_config,omitempty"`
-	DisableParallelToolUse *bool        `json:"disable_parallel_tool_use,omitempty"`
-	Container           any             `json:"container,omitempty"`
+	Model                  string           `json:"model"`
+	Messages               []Message        `json:"messages"`
+	System                 any              `json:"system,omitempty"`
+	MaxTokens              int              `json:"max_tokens"`
+	Temperature            *float64         `json:"temperature,omitempty"`
+	TopP                   *float64         `json:"top_p,omitempty"`
+	TopK                   *int             `json:"top_k,omitempty"`
+	StopSequences          []string         `json:"stop_sequences,omitempty"`
+	Stream                 bool             `json:"stream,omitempty"`
+	Tools                  []Tool           `json:"tools,omitempty"`
+	ToolChoice             any              `json:"tool_choice,omitempty"`
+	Metadata               *RequestMetadata `json:"metadata,omitempty"`
+	Thinking               *ThinkingConfig  `json:"thinking,omitempty"`
+	OutputConfig           *OutputConfig    `json:"output_config,omitempty"`
+	DisableParallelToolUse *bool            `json:"disable_parallel_tool_use,omitempty"`
+	Container              any              `json:"container,omitempty"`
 }
 
 // RequestMetadata 请求元数据
@@ -122,8 +122,8 @@ type ContentBlock struct {
 
 // ResponseUsage 响应用量
 type ResponseUsage struct {
-	InputTokens              int `json:"input_tokens"`
-	OutputTokens             int `json:"output_tokens"`
+	InputTokens              int  `json:"input_tokens"`
+	OutputTokens             int  `json:"output_tokens"`
 	CacheReadInputTokens     *int `json:"cache_read_input_tokens,omitempty"`
 	CacheCreationInputTokens *int `json:"cache_creation_input_tokens,omitempty"`
 }

backend/internal/conversion/canonical/extended.go

@@ -38,8 +38,8 @@ type CanonicalEmbeddingResponse struct {
 
 // EmbeddingData 嵌入数据项
 type EmbeddingData struct {
-	Index     int    `json:"index"`
-	Embedding any    `json:"embedding"` // 根据格式不同可能是 []float64 或 base64 字符串
+	Index     int `json:"index"`
+	Embedding any `json:"embedding"` // 根据格式不同可能是 []float64 或 base64 字符串
 }
 
 // EmbeddingUsage 嵌入用量

backend/internal/conversion/canonical/stream.go

@@ -18,17 +18,17 @@ const (
 type DeltaType string
 
 const (
-	DeltaTypeText        DeltaType = "text_delta"
-	DeltaTypeInputJSON   DeltaType = "input_json_delta"
-	DeltaTypeThinking    DeltaType = "thinking_delta"
+	DeltaTypeText      DeltaType = "text_delta"
+	DeltaTypeInputJSON DeltaType = "input_json_delta"
+	DeltaTypeThinking  DeltaType = "thinking_delta"
 )
 
 // StreamDelta 流式增量联合体
 type StreamDelta struct {
-	Type         string `json:"type"`
-	Text         string `json:"text,omitempty"`
-	PartialJSON  string `json:"partial_json,omitempty"`
-	Thinking     string `json:"thinking,omitempty"`
+	Type        string `json:"type"`
+	Text        string `json:"text,omitempty"`
+	PartialJSON string `json:"partial_json,omitempty"`
+	Thinking    string `json:"thinking,omitempty"`
 }
 
 // StreamContentBlock 流式内容块联合体
@@ -48,12 +48,12 @@ type CanonicalStreamEvent struct {
 	Message *StreamMessage `json:"message,omitempty"`
 
 	// ContentBlockStartEvent / ContentBlockDeltaEvent / ContentBlockStopEvent
-	Index        *int              `json:"index,omitempty"`
+	Index        *int                `json:"index,omitempty"`
 	ContentBlock *StreamContentBlock `json:"content_block,omitempty"`
-	Delta        *StreamDelta      `json:"delta,omitempty"`
+	Delta        *StreamDelta        `json:"delta,omitempty"`
 
 	// MessageDeltaEvent
-	StopReason *StopReason    `json:"stop_reason,omitempty"`
+	StopReason *StopReason     `json:"stop_reason,omitempty"`
 	Usage      *CanonicalUsage `json:"usage,omitempty"`
 
 	// ErrorEvent

backend/internal/conversion/canonical/types.go

@@ -40,8 +40,8 @@ type ContentBlock struct {
 	Text string `json:"text,omitempty"`
 
 	// ToolUseBlock
-	ID   string          `json:"id,omitempty"`
-	Name string          `json:"name,omitempty"`
+	ID    string          `json:"id,omitempty"`
+	Name  string          `json:"name,omitempty"`
 	Input json.RawMessage `json:"input,omitempty"`
 
 	// ToolResultBlock
@@ -138,43 +138,43 @@ type ThinkingConfig struct {
 
 // OutputFormat 输出格式联合体
 type OutputFormat struct {
-	Type       string          `json:"type"`
-	Name       string          `json:"name,omitempty"`
-	Schema     json.RawMessage `json:"schema,omitempty"`
-	Strict     *bool           `json:"strict,omitempty"`
+	Type   string          `json:"type"`
+	Name   string          `json:"name,omitempty"`
+	Schema json.RawMessage `json:"schema,omitempty"`
+	Strict *bool           `json:"strict,omitempty"`
 }
 
 // CanonicalRequest 规范请求
 type CanonicalRequest struct {
-	Model           string            `json:"model"`
-	System          any               `json:"system,omitempty"` // nil, string, or []SystemBlock
+	Model           string             `json:"model"`
+	System          any                `json:"system,omitempty"` // nil, string, or []SystemBlock
 	Messages        []CanonicalMessage `json:"messages"`
-	Tools           []CanonicalTool   `json:"tools,omitempty"`
-	ToolChoice      *ToolChoice       `json:"tool_choice,omitempty"`
-	Parameters      RequestParameters `json:"parameters"`
-	Thinking        *ThinkingConfig   `json:"thinking,omitempty"`
-	Stream          bool              `json:"stream"`
-	UserID          string            `json:"user_id,omitempty"`
-	OutputFormat    *OutputFormat     `json:"output_format,omitempty"`
-	ParallelToolUse *bool             `json:"parallel_tool_use,omitempty"`
+	Tools           []CanonicalTool    `json:"tools,omitempty"`
+	ToolChoice      *ToolChoice        `json:"tool_choice,omitempty"`
+	Parameters      RequestParameters  `json:"parameters"`
+	Thinking        *ThinkingConfig    `json:"thinking,omitempty"`
+	Stream          bool               `json:"stream"`
+	UserID          string             `json:"user_id,omitempty"`
+	OutputFormat    *OutputFormat      `json:"output_format,omitempty"`
+	ParallelToolUse *bool              `json:"parallel_tool_use,omitempty"`
 }
 
 // CanonicalUsage 规范用量
 type CanonicalUsage struct {
-	InputTokens        int  `json:"input_tokens"`
-	OutputTokens       int  `json:"output_tokens"`
-	CacheReadTokens    *int `json:"cache_read_tokens,omitempty"`
+	InputTokens         int  `json:"input_tokens"`
+	OutputTokens        int  `json:"output_tokens"`
+	CacheReadTokens     *int `json:"cache_read_tokens,omitempty"`
 	CacheCreationTokens *int `json:"cache_creation_tokens,omitempty"`
-	ReasoningTokens    *int `json:"reasoning_tokens,omitempty"`
+	ReasoningTokens     *int `json:"reasoning_tokens,omitempty"`
 }
 
 // CanonicalResponse 规范响应
 type CanonicalResponse struct {
-	ID         string          `json:"id"`
-	Model      string          `json:"model"`
-	Content    []ContentBlock  `json:"content"`
-	StopReason *StopReason     `json:"stop_reason,omitempty"`
-	Usage      CanonicalUsage  `json:"usage"`
+	ID         string         `json:"id"`
+	Model      string         `json:"model"`
+	Content    []ContentBlock `json:"content"`
+	StopReason *StopReason    `json:"stop_reason,omitempty"`
+	Usage      CanonicalUsage `json:"usage"`
 }
 
 // GetSystemString 获取系统消息字符串

backend/internal/conversion/canonical/types_test.go

@@ -10,9 +10,9 @@ import (
 
 func TestGetSystemString(t *testing.T) {
 	tests := []struct {
-		name    string
-		system  any
-		want    string
+		name   string
+		system any
+		want   string
 	}{
 		{"string", "hello", "hello"},
 		{"nil", nil, ""},
@@ -97,11 +97,11 @@ func TestCanonicalRequest_RoundTrip(t *testing.T) {
 func TestCanonicalResponse_RoundTrip(t *testing.T) {
 	sr := StopReasonEndTurn
 	resp := &CanonicalResponse{
-		ID:      "resp-1",
-		Model:   "gpt-4",
-		Content: []ContentBlock{NewTextBlock("hello")},
+		ID:         "resp-1",
+		Model:      "gpt-4",
+		Content:    []ContentBlock{NewTextBlock("hello")},
 		StopReason: &sr,
-		Usage:   CanonicalUsage{InputTokens: 10, OutputTokens: 5},
+		Usage:      CanonicalUsage{InputTokens: 10, OutputTokens: 5},
 	}
 
 	data, err := json.Marshal(resp)

backend/internal/conversion/engine.go

@@ -3,10 +3,14 @@ package conversion
 import (
 	"encoding/json"
 	"fmt"
+	"strings"
 	"time"
 
 	"github.com/google/uuid"
 	"go.uber.org/zap"
+
+	"nex/backend/internal/conversion/canonical"
+	pkglogger "nex/backend/pkg/logger"
 )
 
 // HTTPRequestSpec HTTP 请求规格
@@ -33,13 +37,10 @@ type ConversionEngine struct {
 
 // NewConversionEngine 创建转换引擎
 func NewConversionEngine(registry AdapterRegistry, logger *zap.Logger) *ConversionEngine {
-	if logger == nil {
-		logger = zap.L()
-	}
 	return &ConversionEngine{
 		registry:        registry,
 		middlewareChain: NewMiddlewareChain(),
-		logger:          logger,
+		logger:          pkglogger.WithModule(logger, "conversion.engine"),
 	}
 }
 
@@ -72,7 +73,7 @@ func (e *ConversionEngine) IsPassthrough(clientProtocol, providerProtocol string
 
 // ConvertHttpRequest 转换 HTTP 请求
 func (e *ConversionEngine) ConvertHttpRequest(spec HTTPRequestSpec, clientProtocol, providerProtocol string, provider *TargetProvider) (*HTTPRequestSpec, error) {
-	nativePath := spec.URL
+	nativePath, rawQuery := splitRequestPath(spec.URL)
 
 	if e.IsPassthrough(clientProtocol, providerProtocol) {
 		providerAdapter, err := e.registry.Get(providerProtocol)
@@ -90,15 +91,18 @@ func (e *ConversionEngine) ConvertHttpRequest(spec HTTPRequestSpec, clientProtoc
 				rewrittenBody, err = providerAdapter.RewriteRequestModelName(spec.Body, provider.ModelName, interfaceType)
 				if err != nil {
 					e.logger.Warn("Smart Passthrough 改写请求失败，使用原始请求体",
-						zap.String("error", err.Error()),
+						zap.Error(err),
 						zap.String("interface", string(interfaceType)))
 					rewrittenBody = spec.Body
 				}
 			}
 		}
 
+		providerURL := providerAdapter.BuildUrl(nativePath, interfaceType)
+		providerURL = appendRawQuery(providerURL, rawQuery)
+
 		return &HTTPRequestSpec{
-			URL:     provider.BaseURL + nativePath,
+			URL:     joinBaseURL(provider.BaseURL, providerURL),
 			Method:  spec.Method,
 			Headers: providerAdapter.BuildHeaders(provider),
 			Body:    rewrittenBody,
@@ -115,7 +119,8 @@ func (e *ConversionEngine) ConvertHttpRequest(spec HTTPRequestSpec, clientProtoc
 	}
 
 	interfaceType := clientAdapter.DetectInterfaceType(nativePath)
-	providerUrl := providerAdapter.BuildUrl(nativePath, interfaceType)
+	providerURL := providerAdapter.BuildUrl(nativePath, interfaceType)
+	providerURL = appendRawQuery(providerURL, rawQuery)
 	providerHeaders := providerAdapter.BuildHeaders(provider)
 	providerBody, err := e.convertBody(interfaceType, clientAdapter, providerAdapter, provider, spec.Body)
 	if err != nil {
@@ -123,7 +128,7 @@ func (e *ConversionEngine) ConvertHttpRequest(spec HTTPRequestSpec, clientProtoc
 	}
 
 	return &HTTPRequestSpec{
-		URL:     provider.BaseURL + providerUrl,
+		URL:     joinBaseURL(provider.BaseURL, providerURL),
 		Method:  spec.Method,
 		Headers: providerHeaders,
 		Body:    providerBody,
@@ -135,24 +140,21 @@ func (e *ConversionEngine) ConvertHttpResponse(spec HTTPResponseSpec, clientProt
 	if e.IsPassthrough(clientProtocol, providerProtocol) {
 		// Smart Passthrough: 同协议时最小化改写 model 字段
 		if modelOverride != "" && len(spec.Body) > 0 {
-			adapter, err := e.registry.Get(clientProtocol)
-			if err != nil {
-				return &spec, nil
+			adapter, getErr := e.registry.Get(clientProtocol)
+			if getErr == nil {
+				rewrittenBody, rewriteErr := adapter.RewriteResponseModelName(spec.Body, modelOverride, interfaceType)
+				if rewriteErr != nil {
+					e.logger.Warn("Smart Passthrough 改写响应失败，使用原始响应体",
+						zap.Error(rewriteErr),
+						zap.String("interface", string(interfaceType)))
+				} else {
+					return &HTTPResponseSpec{
+						StatusCode: spec.StatusCode,
+						Headers:    spec.Headers,
+						Body:       rewrittenBody,
+					}, nil
+				}
 			}
-
-			rewrittenBody, err := adapter.RewriteResponseModelName(spec.Body, modelOverride, interfaceType)
-			if err != nil {
-				e.logger.Warn("Smart Passthrough 改写响应失败，使用原始响应体",
-					zap.String("error", err.Error()),
-					zap.String("interface", string(interfaceType)))
-				return &spec, nil
-			}
-
-			return &HTTPResponseSpec{
-				StatusCode: spec.StatusCode,
-				Headers:    spec.Headers,
-				Body:       rewrittenBody,
-			}, nil
 		}
 		return &spec, nil
 	}
@@ -183,11 +185,10 @@ func (e *ConversionEngine) CreateStreamConverter(clientProtocol, providerProtoco
 	if e.IsPassthrough(clientProtocol, providerProtocol) {
 		// Smart Passthrough: 同协议流式场景需要逐 chunk 改写 model 字段
 		if modelOverride != "" {
-			adapter, err := e.registry.Get(clientProtocol)
-			if err != nil {
-				return NewPassthroughStreamConverter(), nil
+			adapter, getErr := e.registry.Get(clientProtocol)
+			if getErr == nil {
+				return NewSmartPassthroughStreamConverter(adapter, modelOverride, interfaceType), nil
 			}
-			return NewSmartPassthroughStreamConverter(adapter, modelOverride, interfaceType), nil
 		}
 		return NewPassthroughStreamConverter(), nil
 	}
@@ -202,9 +203,9 @@ func (e *ConversionEngine) CreateStreamConverter(clientProtocol, providerProtoco
 	}
 
 	ctx := ConversionContext{
-		ConversionID:   uuid.New().String(),
-		InterfaceType:  InterfaceTypeChat,
-		Timestamp:      time.Now(),
+		ConversionID:  uuid.New().String(),
+		InterfaceType: interfaceType,
+		Timestamp:     time.Now(),
 	}
 
 	return NewCanonicalStreamConverterWithMiddleware(
@@ -273,7 +274,7 @@ func (e *ConversionEngine) convertResponseBody(interfaceType InterfaceType, clie
 func (e *ConversionEngine) convertChatBody(clientAdapter, providerAdapter ProtocolAdapter, provider *TargetProvider, body []byte) ([]byte, error) {
 	canonicalReq, err := clientAdapter.DecodeRequest(body)
 	if err != nil {
-		return nil, NewConversionError(ErrorCodeJSONParseError, "解码请求失败").WithCause(err)
+		return nil, NewRequestJSONParseError("解码请求失败", err)
 	}
 
 	ctx := NewConversionContext(InterfaceTypeChat)
@@ -281,6 +282,9 @@ func (e *ConversionEngine) convertChatBody(clientAdapter, providerAdapter Protoc
 	if err != nil {
 		return nil, err
 	}
+	if containsUnsupportedMultimodal(canonicalReq) {
+		return nil, NewConversionError(ErrorCodeUnsupportedMultimodal, "跨协议暂不支持多模态内容")
+	}
 
 	encoded, err := providerAdapter.EncodeRequest(canonicalReq, provider)
 	if err != nil {
@@ -292,7 +296,7 @@ func (e *ConversionEngine) convertChatBody(clientAdapter, providerAdapter Protoc
 func (e *ConversionEngine) convertChatResponseBody(clientAdapter, providerAdapter ProtocolAdapter, body []byte, modelOverride string) ([]byte, error) {
 	canonicalResp, err := providerAdapter.DecodeResponse(body)
 	if err != nil {
-		return nil, NewConversionError(ErrorCodeJSONParseError, "解码响应失败").WithCause(err)
+		return nil, NewResponseJSONParseError("解码响应失败", err)
 	}
 	if modelOverride != "" {
 		canonicalResp.Model = modelOverride
@@ -307,12 +311,12 @@ func (e *ConversionEngine) convertChatResponseBody(clientAdapter, providerAdapte
 func (e *ConversionEngine) convertModelsResponseBody(clientAdapter, providerAdapter ProtocolAdapter, body []byte) ([]byte, error) {
 	models, err := providerAdapter.DecodeModelsResponse(body)
 	if err != nil {
-		e.logger.Warn("解码 Models 响应失败，返回原始响应", zap.String("error", err.Error()))
+		e.logger.Warn("解码 Models 响应失败，返回原始响应", zap.Error(err))
 		return body, nil
 	}
 	encoded, err := clientAdapter.EncodeModelsResponse(models)
 	if err != nil {
-		e.logger.Warn("编码 Models 响应失败，返回原始响应", zap.String("error", err.Error()))
+		e.logger.Warn("编码 Models 响应失败，返回原始响应", zap.Error(err))
 		return body, nil
 	}
 	return encoded, nil
@@ -321,12 +325,12 @@ func (e *ConversionEngine) convertModelsResponseBody(clientAdapter, providerAdap
 func (e *ConversionEngine) convertModelInfoResponseBody(clientAdapter, providerAdapter ProtocolAdapter, body []byte) ([]byte, error) {
 	info, err := providerAdapter.DecodeModelInfoResponse(body)
 	if err != nil {
-		e.logger.Warn("解码 ModelInfo 响应失败，返回原始响应", zap.String("error", err.Error()))
+		e.logger.Warn("解码 ModelInfo 响应失败，返回原始响应", zap.Error(err))
 		return body, nil
 	}
 	encoded, err := clientAdapter.EncodeModelInfoResponse(info)
 	if err != nil {
-		e.logger.Warn("编码 ModelInfo 响应失败，返回原始响应", zap.String("error", err.Error()))
+		e.logger.Warn("编码 ModelInfo 响应失败，返回原始响应", zap.Error(err))
 		return body, nil
 	}
 	return encoded, nil
@@ -335,7 +339,7 @@ func (e *ConversionEngine) convertModelInfoResponseBody(clientAdapter, providerA
 func (e *ConversionEngine) convertEmbeddingBody(clientAdapter, providerAdapter ProtocolAdapter, provider *TargetProvider, body []byte) ([]byte, error) {
 	req, err := clientAdapter.DecodeEmbeddingRequest(body)
 	if err != nil {
-		e.logger.Warn("解码 Embedding 请求失败，返回原始请求", zap.String("error", err.Error()))
+		e.logger.Warn("解码 Embedding 请求失败，返回原始请求", zap.Error(err))
 		return body, nil
 	}
 	return providerAdapter.EncodeEmbeddingRequest(req, provider)
@@ -344,7 +348,7 @@ func (e *ConversionEngine) convertEmbeddingBody(clientAdapter, providerAdapter P
 func (e *ConversionEngine) convertEmbeddingResponseBody(clientAdapter, providerAdapter ProtocolAdapter, body []byte, modelOverride string) ([]byte, error) {
 	resp, err := providerAdapter.DecodeEmbeddingResponse(body)
 	if err != nil {
-		e.logger.Warn("解码 Embedding 响应失败，返回原始响应", zap.String("error", err.Error()))
+		e.logger.Warn("解码 Embedding 响应失败，返回原始响应", zap.Error(err))
 		return body, nil
 	}
 	if modelOverride != "" {
@@ -356,21 +360,22 @@ func (e *ConversionEngine) convertEmbeddingResponseBody(clientAdapter, providerA
 func (e *ConversionEngine) convertRerankBody(clientAdapter, providerAdapter ProtocolAdapter, provider *TargetProvider, body []byte) ([]byte, error) {
 	req, err := clientAdapter.DecodeRerankRequest(body)
 	if err != nil {
-		e.logger.Warn("解码 Rerank 请求失败，返回原始请求", zap.String("error", err.Error()))
+		e.logger.Warn("解码 Rerank 请求失败，返回原始请求", zap.Error(err))
 		return body, nil
 	}
 	return providerAdapter.EncodeRerankRequest(req, provider)
 }
 
 func (e *ConversionEngine) convertRerankResponseBody(clientAdapter, providerAdapter ProtocolAdapter, body []byte, modelOverride string) ([]byte, error) {
-	resp, err := providerAdapter.DecodeRerankResponse(body)
-	if err != nil {
-		return body, nil
+	resp, decodeErr := providerAdapter.DecodeRerankResponse(body)
+	if decodeErr == nil {
+		if modelOverride != "" {
+			resp.Model = modelOverride
+		}
+		return clientAdapter.EncodeRerankResponse(resp)
 	}
-	if modelOverride != "" {
-		resp.Model = modelOverride
-	}
-	return clientAdapter.EncodeRerankResponse(resp)
+
+	return body, nil
 }
 
 // DetectInterfaceType 检测接口类型
@@ -379,6 +384,7 @@ func (e *ConversionEngine) DetectInterfaceType(nativePath, clientProtocol string
 	if err != nil {
 		return InterfaceTypePassthrough, err
 	}
+	nativePath, _ = splitRequestPath(nativePath)
 	return adapter.DetectInterfaceType(nativePath), nil
 }
 
@@ -392,9 +398,56 @@ func (e *ConversionEngine) EncodeError(err *ConversionError, clientProtocol stri
 				"type":    "internal_error",
 			},
 		}
-		body, _ := json.Marshal(fallback)
-		return body, 500, nil
+		body, marshalErr := json.Marshal(fallback)
+		if marshalErr == nil {
+			return body, 500, nil
+		}
+
+		return []byte(`{"error":{"message":"internal error","type":"internal_error"}}`), 500, nil
 	}
 	body, statusCode := adapter.EncodeError(err)
 	return body, statusCode, nil
 }
+
+func splitRequestPath(rawPath string) (string, string) {
+	path, query, found := strings.Cut(rawPath, "?")
+	if !found {
+		return rawPath, ""
+	}
+	return path, query
+}
+
+func appendRawQuery(path, rawQuery string) string {
+	if rawQuery == "" {
+		return path
+	}
+	if strings.Contains(path, "?") {
+		return path + "&" + rawQuery
+	}
+	return path + "?" + rawQuery
+}
+
+func joinBaseURL(baseURL, path string) string {
+	if baseURL == "" {
+		return path
+	}
+	if path == "" {
+		return baseURL
+	}
+	return strings.TrimRight(baseURL, "/") + "/" + strings.TrimLeft(path, "/")
+}
+
+func containsUnsupportedMultimodal(req *canonical.CanonicalRequest) bool {
+	if req == nil {
+		return false
+	}
+	for _, msg := range req.Messages {
+		for _, block := range msg.Content {
+			switch block.Type {
+			case "image", "audio", "video", "file":
+				return true
+			}
+		}
+	}
+	return false
+}

backend/internal/conversion/engine_adapter_test.go

@@ -0,0 +1,63 @@
+package conversion_test
+
+import (
+	"testing"
+
+	"nex/backend/internal/conversion"
+	"nex/backend/internal/conversion/anthropic"
+	"nex/backend/internal/conversion/openai"
+
+	"github.com/stretchr/testify/assert"
+	"github.com/stretchr/testify/require"
+	"go.uber.org/zap"
+)
+
+func TestConvertHttpRequest_SameProtocolUsesAdapterBuildURL(t *testing.T) {
+	tests := []struct {
+		name             string
+		adapter          conversion.ProtocolAdapter
+		clientProtocol   string
+		providerProtocol string
+		baseURL          string
+		nativePath       string
+		expectedURL      string
+		body             []byte
+	}{
+		{
+			name:             "openai base url includes version path",
+			adapter:          openai.NewAdapter(),
+			clientProtocol:   "openai",
+			providerProtocol: "openai",
+			baseURL:          "http://example.com/v1",
+			nativePath:       "/chat/completions",
+			expectedURL:      "http://example.com/v1/chat/completions",
+			body:             []byte(`{"model":"gpt-4","messages":[]}`),
+		},
+		{
+			name:             "anthropic native path keeps v1",
+			adapter:          anthropic.NewAdapter(),
+			clientProtocol:   "anthropic",
+			providerProtocol: "anthropic",
+			baseURL:          "http://example.com",
+			nativePath:       "/v1/messages",
+			expectedURL:      "http://example.com/v1/messages",
+			body:             []byte(`{"model":"claude","messages":[]}`),
+		},
+	}
+
+	for _, tt := range tests {
+		t.Run(tt.name, func(t *testing.T) {
+			registry := conversion.NewMemoryRegistry()
+			engine := conversion.NewConversionEngine(registry, zap.NewNop())
+			require.NoError(t, registry.Register(tt.adapter))
+
+			out, err := engine.ConvertHttpRequest(conversion.HTTPRequestSpec{
+				URL:    tt.nativePath,
+				Method: "POST",
+				Body:   tt.body,
+			}, tt.clientProtocol, tt.providerProtocol, conversion.NewTargetProvider(tt.baseURL, "key", "upstream-model"))
+			require.NoError(t, err)
+			assert.Equal(t, tt.expectedURL, out.URL)
+		})
+	}
+}

backend/internal/conversion/engine_supplemental_test.go

@@ -9,6 +9,7 @@ import (
 
 	"github.com/stretchr/testify/assert"
 	"github.com/stretchr/testify/require"
+	"go.uber.org/zap"
 )
 
 func TestConversionError_WithProviderProtocol(t *testing.T) {
@@ -39,7 +40,7 @@ func TestConversionError_FullBuilder(t *testing.T) {
 
 func TestEngine_Use(t *testing.T) {
 	registry := NewMemoryRegistry()
-	engine := NewConversionEngine(registry, nil)
+	engine := NewConversionEngine(registry, zap.NewNop())
 	called := false
 	engine.Use(&testMiddleware{fn: func(req *canonical.CanonicalRequest, cp, pp string, ctx *ConversionContext) (*canonical.CanonicalRequest, error) {
 		called = true
@@ -66,7 +67,7 @@ func TestEngine_Use(t *testing.T) {
 
 func TestConvertHttpRequest_DecodeError(t *testing.T) {
 	registry := NewMemoryRegistry()
-	engine := NewConversionEngine(registry, nil)
+	engine := NewConversionEngine(registry, zap.NewNop())
 	clientAdapter := newMockAdapter("client", false)
 	clientAdapter.decodeReqFn = func(raw []byte) (*canonical.CanonicalRequest, error) {
 		return nil, errors.New("decode failed")
@@ -82,7 +83,7 @@ func TestConvertHttpRequest_DecodeError(t *testing.T) {
 
 func TestConvertHttpRequest_EncodeError(t *testing.T) {
 	registry := NewMemoryRegistry()
-	engine := NewConversionEngine(registry, nil)
+	engine := NewConversionEngine(registry, zap.NewNop())
 	_ = engine.RegisterAdapter(newMockAdapter("client", false))
 	providerAdapter := newMockAdapter("provider", false)
 	providerAdapter.encodeReqFn = func(req *canonical.CanonicalRequest, p *TargetProvider) ([]byte, error) {
@@ -98,7 +99,7 @@ func TestConvertHttpRequest_EncodeError(t *testing.T) {
 
 func TestConvertHttpResponse_CrossProtocol(t *testing.T) {
 	registry := NewMemoryRegistry()
-	engine := NewConversionEngine(registry, nil)
+	engine := NewConversionEngine(registry, zap.NewNop())
 
 	clientAdapter := newMockAdapter("client", false)
 	clientAdapter.encodeRespFn = func(resp *canonical.CanonicalResponse) ([]byte, error) {
@@ -121,7 +122,7 @@ func TestConvertHttpResponse_CrossProtocol(t *testing.T) {
 
 func TestConvertHttpResponse_DecodeError(t *testing.T) {
 	registry := NewMemoryRegistry()
-	engine := NewConversionEngine(registry, nil)
+	engine := NewConversionEngine(registry, zap.NewNop())
 	providerAdapter := newMockAdapter("provider", false)
 	providerAdapter.decodeRespFn = func(raw []byte) (*canonical.CanonicalResponse, error) {
 		return nil, errors.New("decode error")
@@ -135,7 +136,7 @@ func TestConvertHttpResponse_DecodeError(t *testing.T) {
 
 func TestConvertHttpRequest_EmbeddingInterface(t *testing.T) {
 	registry := NewMemoryRegistry()
-	engine := NewConversionEngine(registry, nil)
+	engine := NewConversionEngine(registry, zap.NewNop())
 
 	clientAdapter := newMockAdapter("client", false)
 	clientAdapter.ifaceType = InterfaceTypeEmbeddings
@@ -158,7 +159,7 @@ func TestConvertHttpRequest_EmbeddingInterface(t *testing.T) {
 
 func TestConvertHttpRequest_RerankInterface(t *testing.T) {
 	registry := NewMemoryRegistry()
-	engine := NewConversionEngine(registry, nil)
+	engine := NewConversionEngine(registry, zap.NewNop())
 
 	clientAdapter := newMockAdapter("client", false)
 	clientAdapter.ifaceType = InterfaceTypeRerank
@@ -178,7 +179,7 @@ func TestConvertHttpRequest_RerankInterface(t *testing.T) {
 
 func TestConvertHttpResponse_EmbeddingInterface(t *testing.T) {
 	registry := NewMemoryRegistry()
-	engine := NewConversionEngine(registry, nil)
+	engine := NewConversionEngine(registry, zap.NewNop())
 
 	clientAdapter := newMockAdapter("client", false)
 	clientAdapter.supportsIface = map[InterfaceType]bool{InterfaceTypeEmbeddings: true}
@@ -196,7 +197,7 @@ func TestConvertHttpResponse_EmbeddingInterface(t *testing.T) {
 
 func TestConvertHttpResponse_RerankInterface(t *testing.T) {
 	registry := NewMemoryRegistry()
-	engine := NewConversionEngine(registry, nil)
+	engine := NewConversionEngine(registry, zap.NewNop())
 
 	clientAdapter := newMockAdapter("client", false)
 	clientAdapter.supportsIface = map[InterfaceType]bool{InterfaceTypeRerank: true}
@@ -214,7 +215,7 @@ func TestConvertHttpResponse_RerankInterface(t *testing.T) {
 
 func TestConvertHttpRequest_ModelsInterface_Passthrough(t *testing.T) {
 	registry := NewMemoryRegistry()
-	engine := NewConversionEngine(registry, nil)
+	engine := NewConversionEngine(registry, zap.NewNop())
 	clientAdapter := newMockAdapter("client", false)
 	clientAdapter.ifaceType = InterfaceTypeModels
 	providerAdapter := newMockAdapter("provider", false)
@@ -232,7 +233,7 @@ func TestConvertHttpRequest_ModelsInterface_Passthrough(t *testing.T) {
 
 func TestConvertHttpResponse_ModelsInterface(t *testing.T) {
 	registry := NewMemoryRegistry()
-	engine := NewConversionEngine(registry, nil)
+	engine := NewConversionEngine(registry, zap.NewNop())
 	clientAdapter := newMockAdapter("client", false)
 	clientAdapter.supportsIface = map[InterfaceType]bool{InterfaceTypeModels: true}
 	providerAdapter := newMockAdapter("provider", false)
@@ -249,7 +250,7 @@ func TestConvertHttpResponse_ModelsInterface(t *testing.T) {
 
 func TestConvertHttpResponse_ModelInfoInterface(t *testing.T) {
 	registry := NewMemoryRegistry()
-	engine := NewConversionEngine(registry, nil)
+	engine := NewConversionEngine(registry, zap.NewNop())
 	clientAdapter := newMockAdapter("client", false)
 	clientAdapter.supportsIface = map[InterfaceType]bool{InterfaceTypeModelInfo: true}
 	providerAdapter := newMockAdapter("provider", false)
@@ -324,7 +325,7 @@ var _ = json.Marshal
 
 func TestConvertEmbeddingBody_DecodeError(t *testing.T) {
 	registry := NewMemoryRegistry()
-	engine := NewConversionEngine(registry, nil)
+	engine := NewConversionEngine(registry, zap.NewNop())
 
 	clientAdapter := newMockAdapter("client", false)
 	clientAdapter.decodeEmbeddingReqFn = func(raw []byte) (*canonical.CanonicalEmbeddingRequest, error) {
@@ -344,7 +345,7 @@ func TestConvertEmbeddingBody_DecodeError(t *testing.T) {
 
 func TestConvertRerankBody_DecodeError(t *testing.T) {
 	registry := NewMemoryRegistry()
-	engine := NewConversionEngine(registry, nil)
+	engine := NewConversionEngine(registry, zap.NewNop())
 
 	clientAdapter := newMockAdapter("client", false)
 	clientAdapter.decodeRerankReqFn = func(raw []byte) (*canonical.CanonicalRerankRequest, error) {
@@ -364,7 +365,7 @@ func TestConvertRerankBody_DecodeError(t *testing.T) {
 
 func TestConvertBody_UnknownInterfaceType(t *testing.T) {
 	registry := NewMemoryRegistry()
-	engine := NewConversionEngine(registry, nil)
+	engine := NewConversionEngine(registry, zap.NewNop())
 
 	clientAdapter := newMockAdapter("client", false)
 	providerAdapter := newMockAdapter("provider", false)

backend/internal/conversion/engine_test.go

@@ -2,6 +2,7 @@ package conversion
 
 import (
 	"encoding/json"
+	"strings"
 	"testing"
 
 	"nex/backend/internal/conversion/canonical"
@@ -38,8 +39,8 @@ func newMockAdapter(name string, passthrough bool) *mockProtocolAdapter {
 	}
 }
 
-func (m *mockProtocolAdapter) ProtocolName() string  { return m.protocolName }
-func (m *mockProtocolAdapter) ProtocolVersion() string { return "1.0" }
+func (m *mockProtocolAdapter) ProtocolName() string      { return m.protocolName }
+func (m *mockProtocolAdapter) ProtocolVersion() string   { return "1.0" }
 func (m *mockProtocolAdapter) SupportsPassthrough() bool { return m.passthrough }
 
 func (m *mockProtocolAdapter) DetectInterfaceType(nativePath string) InterfaceType {
@@ -190,20 +191,22 @@ func (m *mockProtocolAdapter) RewriteResponseModelName(body []byte, newModel str
 // noopStreamDecoder 空流式解码器
 type noopStreamDecoder struct{}
 
-func (d *noopStreamDecoder) ProcessChunk(rawChunk []byte) []canonical.CanonicalStreamEvent { return nil }
-func (d *noopStreamDecoder) Flush() []canonical.CanonicalStreamEvent                       { return nil }
+func (d *noopStreamDecoder) ProcessChunk(rawChunk []byte) []canonical.CanonicalStreamEvent {
+	return nil
+}
+func (d *noopStreamDecoder) Flush() []canonical.CanonicalStreamEvent { return nil }
 
 // noopStreamEncoder 空流式编码器
 type noopStreamEncoder struct{}
 
 func (e *noopStreamEncoder) EncodeEvent(event canonical.CanonicalStreamEvent) [][]byte { return nil }
-func (e *noopStreamEncoder) Flush() [][]byte                                          { return nil }
+func (e *noopStreamEncoder) Flush() [][]byte                                           { return nil }
 
 // ============ 测试用例 ============
 
 func TestNewConversionEngine(t *testing.T) {
 	registry := NewMemoryRegistry()
-	engine := NewConversionEngine(registry, nil)
+	engine := NewConversionEngine(registry, zap.NewNop())
 	assert.NotNil(t, engine)
 	assert.Equal(t, registry, engine.GetRegistry())
 }
@@ -211,7 +214,7 @@ func TestNewConversionEngine(t *testing.T) {
 func TestNewConversionEngine_LoggerInjection(t *testing.T) {
 	t.Run("nil_logger_uses_global", func(t *testing.T) {
 		registry := NewMemoryRegistry()
-		engine := NewConversionEngine(registry, nil)
+		engine := NewConversionEngine(registry, zap.NewNop())
 		assert.NotNil(t, engine.logger)
 	})
 
@@ -219,13 +222,14 @@ func TestNewConversionEngine_LoggerInjection(t *testing.T) {
 		registry := NewMemoryRegistry()
 		customLogger := zap.NewNop()
 		engine := NewConversionEngine(registry, customLogger)
-		assert.Equal(t, customLogger, engine.logger)
+		assert.NotNil(t, engine.logger)
+		assert.Contains(t, engine.logger.Name(), "conversion.engine")
 	})
 }
 
 func TestRegisterAdapter(t *testing.T) {
 	registry := NewMemoryRegistry()
-	engine := NewConversionEngine(registry, nil)
+	engine := NewConversionEngine(registry, zap.NewNop())
 
 	adapter := newMockAdapter("test-proto", true)
 	err := engine.RegisterAdapter(adapter)
@@ -237,7 +241,7 @@ func TestRegisterAdapter(t *testing.T) {
 
 func TestIsPassthrough_SameProtocol(t *testing.T) {
 	registry := NewMemoryRegistry()
-	engine := NewConversionEngine(registry, nil)
+	engine := NewConversionEngine(registry, zap.NewNop())
 	adapter := newMockAdapter("openai", true)
 	_ = engine.RegisterAdapter(adapter)
 
@@ -246,7 +250,7 @@ func TestIsPassthrough_SameProtocol(t *testing.T) {
 
 func TestIsPassthrough_DifferentProtocol(t *testing.T) {
 	registry := NewMemoryRegistry()
-	engine := NewConversionEngine(registry, nil)
+	engine := NewConversionEngine(registry, zap.NewNop())
 	_ = engine.RegisterAdapter(newMockAdapter("openai", true))
 	_ = engine.RegisterAdapter(newMockAdapter("anthropic", true))
 
@@ -255,7 +259,7 @@ func TestIsPassthrough_DifferentProtocol(t *testing.T) {
 
 func TestIsPassthrough_NoPassthrough(t *testing.T) {
 	registry := NewMemoryRegistry()
-	engine := NewConversionEngine(registry, nil)
+	engine := NewConversionEngine(registry, zap.NewNop())
 	_ = engine.RegisterAdapter(newMockAdapter("custom", false))
 
 	assert.False(t, engine.IsPassthrough("custom", "custom"))
@@ -263,7 +267,7 @@ func TestIsPassthrough_NoPassthrough(t *testing.T) {
 
 func TestDetectInterfaceType(t *testing.T) {
 	registry := NewMemoryRegistry()
-	engine := NewConversionEngine(registry, nil)
+	engine := NewConversionEngine(registry, zap.NewNop())
 	adapter := newMockAdapter("test", true)
 	adapter.ifaceType = InterfaceTypeChat
 	_ = engine.RegisterAdapter(adapter)
@@ -275,7 +279,7 @@ func TestDetectInterfaceType(t *testing.T) {
 
 func TestDetectInterfaceType_NonExistentProtocol(t *testing.T) {
 	registry := NewMemoryRegistry()
-	engine := NewConversionEngine(registry, nil)
+	engine := NewConversionEngine(registry, zap.NewNop())
 
 	_, err := engine.DetectInterfaceType("/v1/chat", "nonexistent")
 	assert.Error(t, err)
@@ -283,25 +287,39 @@ func TestDetectInterfaceType_NonExistentProtocol(t *testing.T) {
 
 func TestConvertHttpRequest_Passthrough(t *testing.T) {
 	registry := NewMemoryRegistry()
-	engine := NewConversionEngine(registry, nil)
-	_ = engine.RegisterAdapter(newMockAdapter("openai", true))
+	engine := NewConversionEngine(registry, zap.NewNop())
+	openaiAdapter := &buildURLMockAdapter{
+		mockProtocolAdapter: newMockAdapter("openai", true),
+		buildURLFn: func(nativePath string, interfaceType InterfaceType) string {
+			if interfaceType == InterfaceTypeChat {
+				return "/chat/completions"
+			}
+			return nativePath
+		},
+	}
+	openaiAdapter.ifaceType = InterfaceTypeChat
+	openaiAdapter.supportsIface[InterfaceTypeChat] = true
+	openaiAdapter.rewriteReqFn = func(body []byte, newModel string, ifaceType InterfaceType) ([]byte, error) {
+		return []byte(`{"model":"` + newModel + `","messages":[{"role":"user","content":"hi"}]}`), nil
+	}
+	_ = engine.RegisterAdapter(openaiAdapter)
 
 	provider := NewTargetProvider("https://api.openai.com/v1", "sk-test", "gpt-4")
 	spec := HTTPRequestSpec{
-		URL:    "/chat/completions",
+		URL:    "/v1/chat/completions",
 		Method: "POST",
-		Body:   []byte(`{"model":"gpt-4","messages":[{"role":"user","content":"hi"}]}`),
+		Body:   []byte(`{"model":"openai/gpt-4","messages":[{"role":"user","content":"hi"}]}`),
 	}
 
 	result, err := engine.ConvertHttpRequest(spec, "openai", "openai", provider)
 	require.NoError(t, err)
 	assert.Equal(t, "https://api.openai.com/v1/chat/completions", result.URL)
-	assert.Equal(t, spec.Body, result.Body)
+	assert.JSONEq(t, `{"model":"gpt-4","messages":[{"role":"user","content":"hi"}]}`, string(result.Body))
 }
 
 func TestConvertHttpRequest_CrossProtocol(t *testing.T) {
 	registry := NewMemoryRegistry()
-	engine := NewConversionEngine(registry, nil)
+	engine := NewConversionEngine(registry, zap.NewNop())
 
 	clientAdapter := newMockAdapter("client-proto", false)
 	clientAdapter.decodeReqFn = func(raw []byte) (*canonical.CanonicalRequest, error) {
@@ -331,9 +349,80 @@ func TestConvertHttpRequest_CrossProtocol(t *testing.T) {
 	assert.NotNil(t, result.Body)
 }
 
+func TestConvertHttpRequest_UsesProviderAdapterBuildURL(t *testing.T) {
+	registry := NewMemoryRegistry()
+	engine := NewConversionEngine(registry, zap.NewNop())
+	openaiAdapter := &buildURLMockAdapter{
+		mockProtocolAdapter: newMockAdapter("openai", true),
+		buildURLFn: func(nativePath string, interfaceType InterfaceType) string {
+			if interfaceType == InterfaceTypeChat {
+				return "/chat/completions"
+			}
+			return nativePath
+		},
+	}
+	openaiAdapter.ifaceType = InterfaceTypeChat
+	openaiAdapter.supportsIface[InterfaceTypeChat] = true
+	openaiAdapter.rewriteReqFn = func(body []byte, newModel string, ifaceType InterfaceType) ([]byte, error) {
+		return []byte(`{"model":"` + newModel + `"}`), nil
+	}
+	require.NoError(t, registry.Register(openaiAdapter))
+
+	anthropicAdapter := &buildURLMockAdapter{
+		mockProtocolAdapter: newMockAdapter("anthropic", false),
+		buildURLFn: func(nativePath string, interfaceType InterfaceType) string {
+			if interfaceType == InterfaceTypeChat {
+				return "/v1/messages"
+			}
+			return nativePath
+		},
+	}
+	anthropicAdapter.ifaceType = InterfaceTypeChat
+	anthropicAdapter.supportsIface[InterfaceTypeChat] = true
+	require.NoError(t, registry.Register(anthropicAdapter))
+
+	t.Run("OpenAI to Anthropic", func(t *testing.T) {
+		provider := NewTargetProvider("https://api.anthropic.com", "key", "claude-3")
+		spec := HTTPRequestSpec{
+			URL:    "/v1/chat/completions",
+			Method: "POST",
+			Body:   []byte(`{"model":"p1/gpt-4","messages":[{"role":"user","content":"hi"}],"max_tokens":16}`),
+		}
+
+		result, err := engine.ConvertHttpRequest(spec, "openai", "anthropic", provider)
+		require.NoError(t, err)
+		assert.Equal(t, "https://api.anthropic.com/v1/messages", result.URL)
+	})
+
+	t.Run("Anthropic to OpenAI", func(t *testing.T) {
+		provider := NewTargetProvider("https://api.openai.com/v1", "key", "gpt-4")
+		spec := HTTPRequestSpec{
+			URL:    "/v1/messages",
+			Method: "POST",
+			Body:   []byte(`{"model":"p1/claude-3","max_tokens":16,"messages":[{"role":"user","content":"hi"}]}`),
+		}
+
+		result, err := engine.ConvertHttpRequest(spec, "anthropic", "openai", provider)
+		require.NoError(t, err)
+		assert.Equal(t, "https://api.openai.com/v1/chat/completions", result.URL)
+	})
+}
+
+type buildURLMockAdapter struct {
+	*mockProtocolAdapter
+	buildURLFn func(string, InterfaceType) string
+}
+
+func (m *buildURLMockAdapter) BuildUrl(nativePath string, interfaceType InterfaceType) string {
+	if m.buildURLFn != nil {
+		return m.buildURLFn(nativePath, interfaceType)
+	}
+	return m.mockProtocolAdapter.BuildUrl(nativePath, interfaceType)
+}
+
 func TestConvertHttpResponse_Passthrough(t *testing.T) {
 	registry := NewMemoryRegistry()
-	engine := NewConversionEngine(registry, nil)
+	engine := NewConversionEngine(registry, zap.NewNop())
 	_ = engine.RegisterAdapter(newMockAdapter("openai", true))
 
 	spec := HTTPResponseSpec{
@@ -349,7 +438,7 @@ func TestConvertHttpResponse_Passthrough(t *testing.T) {
 
 func TestCreateStreamConverter_Passthrough(t *testing.T) {
 	registry := NewMemoryRegistry()
-	engine := NewConversionEngine(registry, nil)
+	engine := NewConversionEngine(registry, zap.NewNop())
 	_ = engine.RegisterAdapter(newMockAdapter("openai", true))
 
 	converter, err := engine.CreateStreamConverter("openai", "openai", "", InterfaceTypeChat)
@@ -360,7 +449,7 @@ func TestCreateStreamConverter_Passthrough(t *testing.T) {
 
 func TestCreateStreamConverter_Canonical(t *testing.T) {
 	registry := NewMemoryRegistry()
-	engine := NewConversionEngine(registry, nil)
+	engine := NewConversionEngine(registry, zap.NewNop())
 	_ = engine.RegisterAdapter(newMockAdapter("client", false))
 	_ = engine.RegisterAdapter(newMockAdapter("provider", false))
 
@@ -372,7 +461,7 @@ func TestCreateStreamConverter_Canonical(t *testing.T) {
 
 func TestEncodeError(t *testing.T) {
 	registry := NewMemoryRegistry()
-	engine := NewConversionEngine(registry, nil)
+	engine := NewConversionEngine(registry, zap.NewNop())
 	_ = engine.RegisterAdapter(newMockAdapter("openai", true))
 
 	convErr := NewConversionError(ErrorCodeInvalidInput, "测试错误")
@@ -384,7 +473,7 @@ func TestEncodeError(t *testing.T) {
 
 func TestEncodeError_NonExistentProtocol(t *testing.T) {
 	registry := NewMemoryRegistry()
-	engine := NewConversionEngine(registry, nil)
+	engine := NewConversionEngine(registry, zap.NewNop())
 
 	convErr := NewConversionError(ErrorCodeInvalidInput, "测试错误")
 	body, statusCode, err := engine.EncodeError(convErr, "nonexistent")
@@ -417,7 +506,7 @@ func TestRegistry_GetNonExistent(t *testing.T) {
 
 func TestConvertHttpResponse_ModelOverride_CrossProtocol(t *testing.T) {
 	registry := NewMemoryRegistry()
-	engine := NewConversionEngine(registry, nil)
+	engine := NewConversionEngine(registry, zap.NewNop())
 
 	clientAdapter := newMockAdapter("client", false)
 	clientAdapter.encodeRespFn = func(resp *canonical.CanonicalResponse) ([]byte, error) {
@@ -446,7 +535,7 @@ func TestConvertHttpResponse_ModelOverride_CrossProtocol(t *testing.T) {
 
 func TestConvertHttpResponse_ModelOverride_SameProtocol(t *testing.T) {
 	registry := NewMemoryRegistry()
-	engine := NewConversionEngine(registry, nil)
+	engine := NewConversionEngine(registry, zap.NewNop())
 
 	// 使用真实 OpenAI adapter 验证 Smart Passthrough 改写
 	openaiAdapter := newMockAdapter("openai", true)
@@ -476,7 +565,7 @@ func TestConvertHttpResponse_ModelOverride_SameProtocol(t *testing.T) {
 
 func TestCreateStreamConverter_ModelOverride_SmartPassthrough(t *testing.T) {
 	registry := NewMemoryRegistry()
-	engine := NewConversionEngine(registry, nil)
+	engine := NewConversionEngine(registry, zap.NewNop())
 
 	openaiAdapter := newMockAdapter("openai", true)
 	openaiAdapter.rewriteRespFn = func(body []byte, newModel string, ifaceType InterfaceType) ([]byte, error) {
@@ -495,18 +584,19 @@ func TestCreateStreamConverter_ModelOverride_SmartPassthrough(t *testing.T) {
 	_, ok := converter.(*SmartPassthroughStreamConverter)
 	assert.True(t, ok)
 
-	// 验证 chunk 改写
-	chunks := converter.ProcessChunk([]byte(`{"model":"gpt-4","choices":[]}`))
+	// 验证 SSE frame 中的 data JSON 被改写
+	chunks := converter.ProcessChunk([]byte(`data: {"model":"gpt-4","choices":[]}` + "\n\n"))
 	require.Len(t, chunks, 1)
 
 	var resp map[string]interface{}
-	require.NoError(t, json.Unmarshal(chunks[0], &resp))
+	payload := strings.TrimPrefix(strings.TrimSpace(string(chunks[0])), "data: ")
+	require.NoError(t, json.Unmarshal([]byte(payload), &resp))
 	assert.Equal(t, "openai/gpt-4", resp["model"])
 }
 
 func TestCreateStreamConverter_ModelOverride_CrossProtocol(t *testing.T) {
 	registry := NewMemoryRegistry()
-	engine := NewConversionEngine(registry, nil)
+	engine := NewConversionEngine(registry, zap.NewNop())
 
 	// provider adapter 解码出含 model 的流式事件
 	providerAdapter := newMockAdapter("provider", false)
@@ -560,7 +650,7 @@ func TestCreateStreamConverter_ModelOverride_CrossProtocol(t *testing.T) {
 
 func TestCreateStreamConverter_ModelOverride_CrossProtocol_Empty(t *testing.T) {
 	registry := NewMemoryRegistry()
-	engine := NewConversionEngine(registry, nil)
+	engine := NewConversionEngine(registry, zap.NewNop())
 
 	providerAdapter := newMockAdapter("provider", false)
 	providerAdapter.streamDecoderFn = func() StreamDecoder {
@@ -614,6 +704,7 @@ func (d *engineTestStreamDecoder) ProcessChunk(raw []byte) []canonical.Canonical
 	}
 	return nil
 }
+
 func (d *engineTestStreamDecoder) Flush() []canonical.CanonicalStreamEvent {
 	if d.flushFn != nil {
 		return d.flushFn()
@@ -633,6 +724,7 @@ func (e *engineTestStreamEncoder) EncodeEvent(event canonical.CanonicalStreamEve
 	}
 	return nil
 }
+
 func (e *engineTestStreamEncoder) Flush() [][]byte {
 	if e.flushFn != nil {
 		return e.flushFn()

backend/internal/conversion/errors.go

@@ -6,17 +6,24 @@ import "fmt"
 type ErrorCode string
 
 const (
-	ErrorCodeInvalidInput            ErrorCode = "INVALID_INPUT"
-	ErrorCodeMissingRequiredField    ErrorCode = "MISSING_REQUIRED_FIELD"
-	ErrorCodeIncompatibleFeature     ErrorCode = "INCOMPATIBLE_FEATURE"
-	ErrorCodeFieldMappingFailure     ErrorCode = "FIELD_MAPPING_FAILURE"
-	ErrorCodeToolCallParseError      ErrorCode = "TOOL_CALL_PARSE_ERROR"
-	ErrorCodeJSONParseError          ErrorCode = "JSON_PARSE_ERROR"
-	ErrorCodeStreamStateError        ErrorCode = "STREAM_STATE_ERROR"
-	ErrorCodeUTF8DecodeError         ErrorCode = "UTF8_DECODE_ERROR"
-	ErrorCodeProtocolConstraint      ErrorCode = "PROTOCOL_CONSTRAINT_VIOLATION"
-	ErrorCodeEncodingFailure         ErrorCode = "ENCODING_FAILURE"
-	ErrorCodeInterfaceNotSupported   ErrorCode = "INTERFACE_NOT_SUPPORTED"
+	ErrorCodeInvalidInput          ErrorCode = "INVALID_INPUT"
+	ErrorCodeMissingRequiredField  ErrorCode = "MISSING_REQUIRED_FIELD"
+	ErrorCodeIncompatibleFeature   ErrorCode = "INCOMPATIBLE_FEATURE"
+	ErrorCodeFieldMappingFailure   ErrorCode = "FIELD_MAPPING_FAILURE"
+	ErrorCodeToolCallParseError    ErrorCode = "TOOL_CALL_PARSE_ERROR"
+	ErrorCodeJSONParseError        ErrorCode = "JSON_PARSE_ERROR"
+	ErrorCodeStreamStateError      ErrorCode = "STREAM_STATE_ERROR"
+	ErrorCodeUTF8DecodeError       ErrorCode = "UTF8_DECODE_ERROR"
+	ErrorCodeProtocolConstraint    ErrorCode = "PROTOCOL_CONSTRAINT_VIOLATION"
+	ErrorCodeEncodingFailure       ErrorCode = "ENCODING_FAILURE"
+	ErrorCodeInterfaceNotSupported ErrorCode = "INTERFACE_NOT_SUPPORTED"
+	ErrorCodeUnsupportedMultimodal ErrorCode = "UNSUPPORTED_MULTIMODAL"
+)
+
+const (
+	ErrorDetailPhase   = "phase"
+	ErrorPhaseRequest  = "request"
+	ErrorPhaseResponse = "response"
 )
 
 // ConversionError 协议转换错误
@@ -39,6 +46,20 @@ func NewConversionError(code ErrorCode, message string) *ConversionError {
 	}
 }
 
+// NewRequestJSONParseError 创建请求 JSON 解析错误。
+func NewRequestJSONParseError(message string, cause error) *ConversionError {
+	return NewConversionError(ErrorCodeJSONParseError, message).
+		WithDetail(ErrorDetailPhase, ErrorPhaseRequest).
+		WithCause(cause)
+}
+
+// NewResponseJSONParseError 创建响应 JSON 解析错误。
+func NewResponseJSONParseError(message string, cause error) *ConversionError {
+	return NewConversionError(ErrorCodeJSONParseError, message).
+		WithDetail(ErrorDetailPhase, ErrorPhaseResponse).
+		WithCause(cause)
+}
+
 // WithClientProtocol 设置客户端协议
 func (e *ConversionError) WithClientProtocol(protocol string) *ConversionError {
 	e.ClientProtocol = protocol

backend/internal/conversion/interface.go

@@ -4,10 +4,10 @@ package conversion
 type InterfaceType string
 
 const (
-	InterfaceTypeChat      InterfaceType = "CHAT"
-	InterfaceTypeModels    InterfaceType = "MODELS"
-	InterfaceTypeModelInfo InterfaceType = "MODEL_INFO"
-	InterfaceTypeEmbeddings InterfaceType = "EMBEDDINGS"
-	InterfaceTypeRerank    InterfaceType = "RERANK"
+	InterfaceTypeChat        InterfaceType = "CHAT"
+	InterfaceTypeModels      InterfaceType = "MODELS"
+	InterfaceTypeModelInfo   InterfaceType = "MODEL_INFO"
+	InterfaceTypeEmbeddings  InterfaceType = "EMBEDDINGS"
+	InterfaceTypeRerank      InterfaceType = "RERANK"
 	InterfaceTypePassthrough InterfaceType = "PASSTHROUGH"
 )

backend/internal/conversion/openai/adapter.go

@@ -29,27 +29,27 @@ func (a *Adapter) SupportsPassthrough() bool { return true }
 // DetectInterfaceType 根据路径检测接口类型
 func (a *Adapter) DetectInterfaceType(nativePath string) conversion.InterfaceType {
 	switch {
-	case nativePath == "/chat/completions":
+	case nativePath == "/v1/chat/completions":
 		return conversion.InterfaceTypeChat
-	case nativePath == "/models":
+	case nativePath == "/v1/models":
 		return conversion.InterfaceTypeModels
 	case isModelInfoPath(nativePath):
 		return conversion.InterfaceTypeModelInfo
-	case nativePath == "/embeddings":
+	case nativePath == "/v1/embeddings":
 		return conversion.InterfaceTypeEmbeddings
-	case nativePath == "/rerank":
+	case nativePath == "/v1/rerank":
 		return conversion.InterfaceTypeRerank
 	default:
 		return conversion.InterfaceTypePassthrough
 	}
 }
 
-// isModelInfoPath 判断是否为模型详情路径（/models/{id}，允许 id 含 /）
+// isModelInfoPath 判断是否为模型详情路径（/v1/models/{id}，允许 id 含 /）
 func isModelInfoPath(path string) bool {
-	if !strings.HasPrefix(path, "/models/") {
+	if !strings.HasPrefix(path, "/v1/models/") {
 		return false
 	}
-	suffix := path[len("/models/"):]
+	suffix := path[len("/v1/models/"):]
 	return suffix != ""
 }
 
@@ -60,6 +60,11 @@ func (a *Adapter) BuildUrl(nativePath string, interfaceType conversion.Interface
 		return "/chat/completions"
 	case conversion.InterfaceTypeModels:
 		return "/models"
+	case conversion.InterfaceTypeModelInfo:
+		if modelID, err := a.ExtractUnifiedModelID(nativePath); err == nil {
+			return "/models/" + modelID
+		}
+		return nativePath
 	case conversion.InterfaceTypeEmbeddings:
 		return "/embeddings"
 	case conversion.InterfaceTypeRerank:
@@ -138,7 +143,10 @@ func (a *Adapter) EncodeError(err *conversion.ConversionError) ([]byte, int) {
 			Code:    string(err.Code),
 		},
 	}
-	body, _ := json.Marshal(errMsg)
+	body, marshalErr := json.Marshal(errMsg)
+	if marshalErr != nil {
+		return []byte(`{"error":{"message":"internal error","type":"internal_error","code":"INTERNAL_ERROR"}}`), statusCode
+	}
 	return body, statusCode
 }
 
@@ -218,12 +226,12 @@ func (a *Adapter) EncodeRerankResponse(resp *canonical.CanonicalRerankResponse)
 	return encodeRerankResponse(resp)
 }
 
-// ExtractUnifiedModelID 从路径中提取统一模型 ID（/models/{provider_id}/{model_name}）
+// ExtractUnifiedModelID 从路径中提取统一模型 ID（/v1/models/{provider_id}/{model_name}）
 func (a *Adapter) ExtractUnifiedModelID(nativePath string) (string, error) {
-	if !strings.HasPrefix(nativePath, "/models/") {
+	if !strings.HasPrefix(nativePath, "/v1/models/") {
 		return "", fmt.Errorf("不是模型详情路径: %s", nativePath)
 	}
-	suffix := nativePath[len("/models/"):]
+	suffix := nativePath[len("/v1/models/"):]
 	if suffix == "" {
 		return "", fmt.Errorf("路径缺少模型 ID")
 	}
@@ -248,7 +256,11 @@ func locateModelFieldInRequest(body []byte, ifaceType conversion.InterfaceType)
 			return "", nil, err
 		}
 		rewriteFunc := func(newModel string) ([]byte, error) {
-			m["model"], _ = json.Marshal(newModel)
+			encodedModel, err := json.Marshal(newModel)
+			if err != nil {
+				return nil, err
+			}
+			m["model"] = encodedModel
 			return json.Marshal(m)
 		}
 		return current, rewriteFunc, nil
@@ -282,12 +294,20 @@ func (a *Adapter) RewriteResponseModelName(body []byte, newModel string, ifaceTy
 	switch ifaceType {
 	case conversion.InterfaceTypeChat, conversion.InterfaceTypeEmbeddings:
 		// Chat/Embedding 响应必须有 model 字段（协议要求），存在则改写，不存在则添加
-		m["model"], _ = json.Marshal(newModel)
+		encodedModel, err := json.Marshal(newModel)
+		if err != nil {
+			return nil, err
+		}
+		m["model"] = encodedModel
 		return json.Marshal(m)
 	case conversion.InterfaceTypeRerank:
 		// Rerank 响应：存在 model 字段则改写，不存在则不添加
 		if _, exists := m["model"]; exists {
-			m["model"], _ = json.Marshal(newModel)
+			encodedModel, err := json.Marshal(newModel)
+			if err != nil {
+				return nil, err
+			}
+			m["model"] = encodedModel
 		}
 		return json.Marshal(m)
 	default:

backend/internal/conversion/openai/adapter_test.go

@@ -28,11 +28,11 @@ func TestAdapter_DetectInterfaceType(t *testing.T) {
 		path     string
 		expected conversion.InterfaceType
 	}{
-		{"聊天补全", "/chat/completions", conversion.InterfaceTypeChat},
-		{"模型列表", "/models", conversion.InterfaceTypeModels},
-		{"模型详情", "/models/gpt-4", conversion.InterfaceTypeModelInfo},
-		{"嵌入接口", "/embeddings", conversion.InterfaceTypeEmbeddings},
-		{"重排序接口", "/rerank", conversion.InterfaceTypeRerank},
+		{"聊天补全", "/v1/chat/completions", conversion.InterfaceTypeChat},
+		{"模型列表", "/v1/models", conversion.InterfaceTypeModels},
+		{"模型详情", "/v1/models/openai/gpt-4", conversion.InterfaceTypeModelInfo},
+		{"嵌入接口", "/v1/embeddings", conversion.InterfaceTypeEmbeddings},
+		{"重排序接口", "/v1/rerank", conversion.InterfaceTypeRerank},
 		{"未知路径", "/unknown", conversion.InterfaceTypePassthrough},
 	}
 
@@ -44,19 +44,42 @@ func TestAdapter_DetectInterfaceType(t *testing.T) {
 	}
 }
 
+func TestAdapter_OldPathsBecomePassthrough(t *testing.T) {
+	a := NewAdapter()
+
+	tests := []struct {
+		path     string
+		expected conversion.InterfaceType
+	}{
+		{"/chat/completions", conversion.InterfaceTypePassthrough},
+		{"/models", conversion.InterfaceTypePassthrough},
+		{"/models/gpt-4.1", conversion.InterfaceTypePassthrough},
+		{"/embeddings", conversion.InterfaceTypePassthrough},
+		{"/rerank", conversion.InterfaceTypePassthrough},
+	}
+
+	for _, tt := range tests {
+		t.Run(tt.path, func(t *testing.T) {
+			assert.Equal(t, tt.expected, a.DetectInterfaceType(tt.path))
+		})
+	}
+}
+
 func TestAdapter_BuildUrl(t *testing.T) {
 	a := NewAdapter()
 
 	tests := []struct {
-		name         string
-		nativePath   string
+		name          string
+		nativePath    string
 		interfaceType conversion.InterfaceType
-		expected     string
+		expected      string
 	}{
-		{"聊天", "/chat/completions", conversion.InterfaceTypeChat, "/chat/completions"},
-		{"模型", "/models", conversion.InterfaceTypeModels, "/models"},
-		{"嵌入", "/embeddings", conversion.InterfaceTypeEmbeddings, "/embeddings"},
-		{"重排序", "/rerank", conversion.InterfaceTypeRerank, "/rerank"},
+		{"聊天", "/v1/chat/completions", conversion.InterfaceTypeChat, "/chat/completions"},
+		{"模型", "/v1/models", conversion.InterfaceTypeModels, "/models"},
+		{"模型详情", "/v1/models/openai/gpt-4", conversion.InterfaceTypeModelInfo, "/models/openai/gpt-4"},
+		{"复杂模型详情", "/v1/models/azure/accounts/org/models/gpt-4", conversion.InterfaceTypeModelInfo, "/models/azure/accounts/org/models/gpt-4"},
+		{"嵌入", "/v1/embeddings", conversion.InterfaceTypeEmbeddings, "/embeddings"},
+		{"重排序", "/v1/rerank", conversion.InterfaceTypeRerank, "/rerank"},
 		{"默认透传", "/other", conversion.InterfaceTypePassthrough, "/other"},
 	}
 
@@ -92,9 +115,9 @@ func TestAdapter_SupportsInterface(t *testing.T) {
 	a := NewAdapter()
 
 	tests := []struct {
-		name         string
+		name          string
 		interfaceType conversion.InterfaceType
-		expected     bool
+		expected      bool
 	}{
 		{"聊天", conversion.InterfaceTypeChat, true},
 		{"模型", conversion.InterfaceTypeModels, true},
@@ -118,12 +141,12 @@ func TestIsModelInfoPath(t *testing.T) {
 		path     string
 		expected bool
 	}{
-		{"model_info", "/models/gpt-4", true},
-		{"model_info_with_dots", "/models/gpt-4.1-preview", true},
-		{"models_list", "/models", false},
-		{"nested_path", "/models/gpt-4/versions", true},
-		{"empty_suffix", "/models/", false},
-		{"unrelated", "/chat/completions", false},
+		{"model_info", "/v1/models/openai/gpt-4", true},
+		{"model_info_with_dots", "/v1/models/openai/gpt-4.1-preview", true},
+		{"models_list", "/v1/models", false},
+		{"nested_path", "/v1/models/azure/accounts/org-123/models/gpt-4", true},
+		{"empty_suffix", "/v1/models/", false},
+		{"unrelated", "/v1/chat/completions", false},
 		{"partial_prefix", "/model", false},
 	}
 
@@ -134,6 +157,27 @@ func TestIsModelInfoPath(t *testing.T) {
 	}
 }
 
+func TestAdapter_ExtractUnifiedModelID(t *testing.T) {
+	a := NewAdapter()
+
+	t.Run("标准路径", func(t *testing.T) {
+		modelID, err := a.ExtractUnifiedModelID("/v1/models/openai/gpt-4")
+		require.NoError(t, err)
+		assert.Equal(t, "openai/gpt-4", modelID)
+	})
+
+	t.Run("复杂路径", func(t *testing.T) {
+		modelID, err := a.ExtractUnifiedModelID("/v1/models/azure/accounts/org/models/gpt-4")
+		require.NoError(t, err)
+		assert.Equal(t, "azure/accounts/org/models/gpt-4", modelID)
+	})
+
+	t.Run("非模型详情路径报错", func(t *testing.T) {
+		_, err := a.ExtractUnifiedModelID("/v1/models")
+		require.Error(t, err)
+	})
+}
+
 func TestAdapter_EncodeError_InvalidInput(t *testing.T) {
 	a := NewAdapter()
 	convErr := conversion.NewConversionError(conversion.ErrorCodeInvalidInput, "参数无效")

backend/internal/conversion/openai/adapter_unified_test.go

@@ -18,35 +18,35 @@ func TestExtractUnifiedModelID(t *testing.T) {
 	a := NewAdapter()
 
 	t.Run("standard_path", func(t *testing.T) {
-		id, err := a.ExtractUnifiedModelID("/models/openai/gpt-4")
+		id, err := a.ExtractUnifiedModelID("/v1/models/openai/gpt-4")
 		require.NoError(t, err)
 		assert.Equal(t, "openai/gpt-4", id)
 	})
 
 	t.Run("multi_segment_path", func(t *testing.T) {
-		id, err := a.ExtractUnifiedModelID("/models/azure/accounts/org/models/gpt-4")
+		id, err := a.ExtractUnifiedModelID("/v1/models/azure/accounts/org/models/gpt-4")
 		require.NoError(t, err)
 		assert.Equal(t, "azure/accounts/org/models/gpt-4", id)
 	})
 
 	t.Run("single_segment", func(t *testing.T) {
-		id, err := a.ExtractUnifiedModelID("/models/gpt-4")
+		id, err := a.ExtractUnifiedModelID("/v1/models/gpt-4")
 		require.NoError(t, err)
 		assert.Equal(t, "gpt-4", id)
 	})
 
 	t.Run("non_model_path", func(t *testing.T) {
-		_, err := a.ExtractUnifiedModelID("/chat/completions")
+		_, err := a.ExtractUnifiedModelID("/v1/chat/completions")
 		require.Error(t, err)
 	})
 
 	t.Run("empty_suffix", func(t *testing.T) {
-		_, err := a.ExtractUnifiedModelID("/models/")
+		_, err := a.ExtractUnifiedModelID("/v1/models/")
 		require.Error(t, err)
 	})
 
 	t.Run("models_list_no_slash", func(t *testing.T) {
-		_, err := a.ExtractUnifiedModelID("/models")
+		_, err := a.ExtractUnifiedModelID("/v1/models")
 		require.Error(t, err)
 	})
 
@@ -344,12 +344,12 @@ func TestIsModelInfoPath_UnifiedModelID(t *testing.T) {
 		path     string
 		expected bool
 	}{
-		{"simple_model_id", "/models/gpt-4", true},
-		{"unified_model_id_with_slash", "/models/openai/gpt-4", true},
-		{"models_list", "/models", false},
-		{"models_list_trailing_slash", "/models/", false},
-		{"chat_completions", "/chat/completions", false},
-		{"deeply_nested", "/models/azure/eastus/deployments/my-dept/models/gpt-4", true},
+		{"simple_model_id", "/v1/models/gpt-4", true},
+		{"unified_model_id_with_slash", "/v1/models/openai/gpt-4", true},
+		{"models_list", "/v1/models", false},
+		{"models_list_trailing_slash", "/v1/models/", false},
+		{"chat_completions", "/v1/chat/completions", false},
+		{"deeply_nested", "/v1/models/azure/eastus/deployments/my-dept/models/gpt-4", true},
 	}
 
 	for _, tt := range tests {

backend/internal/conversion/openai/decoder.go

@@ -215,10 +215,16 @@ func decodeUserContent(content any) []canonical.ContentBlock {
 		var blocks []canonical.ContentBlock
 		for _, item := range v {
 			if m, ok := item.(map[string]any); ok {
-				t, _ := m["type"].(string)
+				t, ok := m["type"].(string)
+				if !ok {
+					continue
+				}
 				switch t {
 				case "text":
-					text, _ := m["text"].(string)
+					text, ok := m["text"].(string)
+					if !ok {
+						text = ""
+					}
 					blocks = append(blocks, canonical.NewTextBlock(text))
 				case "image_url":
 					blocks = append(blocks, canonical.ContentBlock{Type: "image"})
@@ -242,9 +248,9 @@ func decodeUserContent(content any) []canonical.ContentBlock {
 
 // contentPart 内容部分
 type contentPart struct {
-	Type     string
-	Text     string
-	Refusal  string
+	Type    string
+	Text    string
+	Refusal string
 }
 
 // decodeContentParts 解码内容部分
@@ -256,13 +262,22 @@ func decodeContentParts(content any) []contentPart {
 	var result []contentPart
 	for _, item := range parts {
 		if m, ok := item.(map[string]any); ok {
-			t, _ := m["type"].(string)
+			t, ok := m["type"].(string)
+			if !ok {
+				continue
+			}
 			switch t {
 			case "text":
-				text, _ := m["text"].(string)
+				text, ok := m["text"].(string)
+				if !ok {
+					text = ""
+				}
 				result = append(result, contentPart{Type: "text", Text: text})
 			case "refusal":
-				refusal, _ := m["refusal"].(string)
+				refusal, ok := m["refusal"].(string)
+				if !ok {
+					refusal = ""
+				}
 				result = append(result, contentPart{Type: "refusal", Refusal: refusal})
 			}
 		}
@@ -307,21 +322,33 @@ func decodeToolChoice(toolChoice any) *canonical.ToolChoice {
 			return canonical.NewToolChoiceAny()
 		}
 	case map[string]any:
-		t, _ := v["type"].(string)
+		t, ok := v["type"].(string)
+		if !ok {
+			return nil
+		}
 		switch t {
 		case "function":
 			if fn, ok := v["function"].(map[string]any); ok {
-				name, _ := fn["name"].(string)
+				name, ok := fn["name"].(string)
+				if !ok {
+					name = ""
+				}
 				return canonical.NewToolChoiceNamed(name)
 			}
 		case "custom":
 			if custom, ok := v["custom"].(map[string]any); ok {
-				name, _ := custom["name"].(string)
+				name, ok := custom["name"].(string)
+				if !ok {
+					name = ""
+				}
 				return canonical.NewToolChoiceNamed(name)
 			}
 		case "allowed_tools":
 			if at, ok := v["allowed_tools"].(map[string]any); ok {
-				mode, _ := at["mode"].(string)
+				mode, ok := at["mode"].(string)
+				if !ok {
+					mode = ""
+				}
 				if mode == "required" {
 					return canonical.NewToolChoiceAny()
 				}
@@ -443,7 +470,7 @@ func decodeDeprecatedFields(req *ChatCompletionRequest) {
 		case map[string]any:
 			if name, ok := v["name"].(string); ok {
 				req.ToolChoice = map[string]any{
-					"type": "function",
+					"type":     "function",
 					"function": map[string]any{"name": name},
 				}
 			}

backend/internal/conversion/openai/encoder.go

@@ -450,7 +450,7 @@ func encodeEmbeddingResponse(resp *canonical.CanonicalEmbeddingResponse) ([]byte
 		"object": "list",
 		"data":   data,
 		"model":  resp.Model,
-		"usage":   resp.Usage,
+		"usage":  resp.Usage,
 	})
 }
 

backend/internal/conversion/openai/encoder_test.go

@@ -45,9 +45,11 @@ func TestEncodeRequest_SystemInjection(t *testing.T) {
 
 	var result map[string]any
 	require.NoError(t, json.Unmarshal(body, &result))
-	msgs := result["messages"].([]any)
+	msgs, ok := result["messages"].([]any)
+	require.True(t, ok)
 	assert.Len(t, msgs, 2)
-	firstMsg := msgs[0].(map[string]any)
+	firstMsg, ok := msgs[0].(map[string]any)
+	require.True(t, ok)
 	assert.Equal(t, "system", firstMsg["role"])
 	assert.Equal(t, "你是助手", firstMsg["content"])
 }
@@ -72,12 +74,15 @@ func TestEncodeRequest_ToolCalls(t *testing.T) {
 
 	var result map[string]any
 	require.NoError(t, json.Unmarshal(body, &result))
-	msgs := result["messages"].([]any)
-	assistantMsg := msgs[0].(map[string]any)
+	msgs, ok := result["messages"].([]any)
+	require.True(t, ok)
+	assistantMsg, ok := msgs[0].(map[string]any)
+	require.True(t, ok)
 	toolCalls, ok := assistantMsg["tool_calls"].([]any)
 	require.True(t, ok)
 	assert.Len(t, toolCalls, 1)
-	tc := toolCalls[0].(map[string]any)
+	tc, ok := toolCalls[0].(map[string]any)
+	require.True(t, ok)
 	assert.Equal(t, "call_1", tc["id"])
 }
 
@@ -100,11 +105,11 @@ func TestEncodeRequest_Thinking(t *testing.T) {
 func TestEncodeResponse_Basic(t *testing.T) {
 	sr := canonical.StopReasonEndTurn
 	resp := &canonical.CanonicalResponse{
-		ID:      "resp-1",
-		Model:   "gpt-4",
-		Content: []canonical.ContentBlock{canonical.NewTextBlock("你好")},
+		ID:         "resp-1",
+		Model:      "gpt-4",
+		Content:    []canonical.ContentBlock{canonical.NewTextBlock("你好")},
 		StopReason: &sr,
-		Usage:   canonical.CanonicalUsage{InputTokens: 10, OutputTokens: 5},
+		Usage:      canonical.CanonicalUsage{InputTokens: 10, OutputTokens: 5},
 	}
 
 	body, err := encodeResponse(resp)
@@ -115,9 +120,12 @@ func TestEncodeResponse_Basic(t *testing.T) {
 	assert.Equal(t, "resp-1", result["id"])
 	assert.Equal(t, "chat.completion", result["object"])
 
-	choices := result["choices"].([]any)
-	choice := choices[0].(map[string]any)
-	msg := choice["message"].(map[string]any)
+	choices, ok := result["choices"].([]any)
+	require.True(t, ok)
+	choice, ok := choices[0].(map[string]any)
+	require.True(t, ok)
+	msg, ok := choice["message"].(map[string]any)
+	require.True(t, ok)
 	assert.Equal(t, "你好", msg["content"])
 	assert.Equal(t, "stop", choice["finish_reason"])
 }
@@ -126,9 +134,9 @@ func TestEncodeResponse_ToolUse(t *testing.T) {
 	sr := canonical.StopReasonToolUse
 	input := json.RawMessage(`{"q":"test"}`)
 	resp := &canonical.CanonicalResponse{
-		ID:      "resp-2",
-		Model:   "gpt-4",
-		Content: []canonical.ContentBlock{canonical.NewToolUseBlock("call_1", "search", input)},
+		ID:         "resp-2",
+		Model:      "gpt-4",
+		Content:    []canonical.ContentBlock{canonical.NewToolUseBlock("call_1", "search", input)},
 		StopReason: &sr,
 	}
 
@@ -137,8 +145,12 @@ func TestEncodeResponse_ToolUse(t *testing.T) {
 
 	var result map[string]any
 	require.NoError(t, json.Unmarshal(body, &result))
-	choices := result["choices"].([]any)
-	msg := choices[0].(map[string]any)["message"].(map[string]any)
+	choices, okc := result["choices"].([]any)
+	require.True(t, okc)
+	msgMap, okm := choices[0].(map[string]any)
+	require.True(t, okm)
+	msg, okmsg := msgMap["message"].(map[string]any)
+	require.True(t, okmsg)
 	tcs, ok := msg["tool_calls"].([]any)
 	require.True(t, ok)
 	assert.Len(t, tcs, 1)
@@ -158,7 +170,8 @@ func TestEncodeModelsResponse(t *testing.T) {
 	var result map[string]any
 	require.NoError(t, json.Unmarshal(body, &result))
 	assert.Equal(t, "list", result["object"])
-	data := result["data"].([]any)
+	data, okd := result["data"].([]any)
+	require.True(t, okd)
 	assert.Len(t, data, 2)
 }
 
@@ -317,8 +330,12 @@ func TestEncodeResponse_Thinking(t *testing.T) {
 
 	var result map[string]any
 	require.NoError(t, json.Unmarshal(body, &result))
-	choices := result["choices"].([]any)
-	msg := choices[0].(map[string]any)["message"].(map[string]any)
+	choices, okch := result["choices"].([]any)
+	require.True(t, okch)
+	msgMap, okmm := choices[0].(map[string]any)
+	require.True(t, okmm)
+	msg, okmsg := msgMap["message"].(map[string]any)
+	require.True(t, okmsg)
 	assert.Equal(t, "回答", msg["content"])
 	assert.Equal(t, "思考过程", msg["reasoning_content"])
 }

backend/internal/conversion/openai/stream_decoder_test.go

@@ -18,9 +18,9 @@ func TestStreamDecoder_BasicText(t *testing.T) {
 	d := NewStreamDecoder()
 
 	chunk := map[string]any{
-		"id":      "chatcmpl-1",
-		"object":  "chat.completion.chunk",
-		"model":   "gpt-4",
+		"id":     "chatcmpl-1",
+		"object": "chat.completion.chunk",
+		"model":  "gpt-4",
 		"choices": []any{
 			map[string]any{
 				"index": 0,
@@ -56,8 +56,8 @@ func TestStreamDecoder_ToolCalls(t *testing.T) {
 
 	idx := 0
 	chunk := map[string]any{
-		"id":     "chatcmpl-1",
-		"model":  "gpt-4",
+		"id":    "chatcmpl-1",
+		"model": "gpt-4",
 		"choices": []any{
 			map[string]any{
 				"index": 0,
@@ -98,8 +98,8 @@ func TestStreamDecoder_Thinking(t *testing.T) {
 	d := NewStreamDecoder()
 
 	chunk := map[string]any{
-		"id":     "chatcmpl-1",
-		"model":  "gpt-4",
+		"id":    "chatcmpl-1",
+		"model": "gpt-4",
 		"choices": []any{
 			map[string]any{
 				"index": 0,
@@ -127,8 +127,8 @@ func TestStreamDecoder_FinishReason(t *testing.T) {
 	d := NewStreamDecoder()
 
 	chunk := map[string]any{
-		"id":     "chatcmpl-1",
-		"model":  "gpt-4",
+		"id":    "chatcmpl-1",
+		"model": "gpt-4",
 		"choices": []any{
 			map[string]any{
 				"index":         0,
@@ -161,8 +161,8 @@ func TestStreamDecoder_DoneSignal(t *testing.T) {
 
 	// 先发送一个文本 chunk
 	chunk := map[string]any{
-		"id":     "chatcmpl-1",
-		"model":  "gpt-4",
+		"id":    "chatcmpl-1",
+		"model": "gpt-4",
 		"choices": []any{
 			map[string]any{
 				"index": 0,
@@ -190,8 +190,8 @@ func TestStreamDecoder_RefusalReuse(t *testing.T) {
 	// 连续两个 refusal delta chunk
 	for _, text := range []string{"拒绝", "原因"} {
 		chunk := map[string]any{
-			"id":     "chatcmpl-1",
-			"model":  "gpt-4",
+			"id":    "chatcmpl-1",
+			"model": "gpt-4",
 			"choices": []any{
 				map[string]any{
 					"index": 0,
@@ -250,8 +250,8 @@ func TestStreamDecoder_MultipleToolCalls(t *testing.T) {
 
 	idx0 := 0
 	chunk1 := map[string]any{
-		"id":     "chatcmpl-mt",
-		"model":  "gpt-4",
+		"id":    "chatcmpl-mt",
+		"model": "gpt-4",
 		"choices": []any{
 			map[string]any{
 				"index": 0,
@@ -274,8 +274,8 @@ func TestStreamDecoder_MultipleToolCalls(t *testing.T) {
 
 	idx1 := 1
 	chunk2 := map[string]any{
-		"id":     "chatcmpl-mt",
-		"model":  "gpt-4",
+		"id":    "chatcmpl-mt",
+		"model": "gpt-4",
 		"choices": []any{
 			map[string]any{
 				"index": 0,
@@ -322,8 +322,8 @@ func TestStreamDecoder_MultipleChunks_Text(t *testing.T) {
 	d := NewStreamDecoder()
 
 	chunk1 := map[string]any{
-		"id":     "chatcmpl-multi",
-		"model":  "gpt-4",
+		"id":    "chatcmpl-multi",
+		"model": "gpt-4",
 		"choices": []any{
 			map[string]any{
 				"index": 0,
@@ -332,8 +332,8 @@ func TestStreamDecoder_MultipleChunks_Text(t *testing.T) {
 		},
 	}
 	chunk2 := map[string]any{
-		"id":     "chatcmpl-multi",
-		"model":  "gpt-4",
+		"id":    "chatcmpl-multi",
+		"model": "gpt-4",
 		"choices": []any{
 			map[string]any{
 				"index": 0,
@@ -358,8 +358,8 @@ func TestStreamDecoder_UTF8Truncation(t *testing.T) {
 	d := NewStreamDecoder()
 
 	chunk := map[string]any{
-		"id":     "chatcmpl-utf8",
-		"model":  "gpt-4",
+		"id":    "chatcmpl-utf8",
+		"model": "gpt-4",
 		"choices": []any{
 			map[string]any{
 				"index": 0,
@@ -390,8 +390,8 @@ func TestStreamDecoder_ToolCallSubsequentDelta(t *testing.T) {
 
 	idx := 0
 	chunk1 := map[string]any{
-		"id":     "chatcmpl-tc",
-		"model":  "gpt-4",
+		"id":    "chatcmpl-tc",
+		"model": "gpt-4",
 		"choices": []any{
 			map[string]any{
 				"index": 0,
@@ -412,8 +412,8 @@ func TestStreamDecoder_ToolCallSubsequentDelta(t *testing.T) {
 		},
 	}
 	chunk2 := map[string]any{
-		"id":     "chatcmpl-tc",
-		"model":  "gpt-4",
+		"id":    "chatcmpl-tc",
+		"model": "gpt-4",
 		"choices": []any{
 			map[string]any{
 				"index": 0,

backend/internal/conversion/openai/stream_encoder.go

@@ -10,9 +10,9 @@ import (
 
 // StreamEncoder OpenAI 流式编码器
 type StreamEncoder struct {
-	bufferedStart      *canonical.CanonicalStreamEvent
-	toolCallIndexMap   map[string]int
-	nextToolCallIndex  int
+	bufferedStart     *canonical.CanonicalStreamEvent
+	toolCallIndexMap  map[string]int
+	nextToolCallIndex int
 }
 
 // NewStreamEncoder 创建 OpenAI 流式编码器
@@ -195,8 +195,8 @@ func (e *StreamEncoder) encodeMessageDelta(event canonical.CanonicalStreamEvent)
 func (e *StreamEncoder) encodeDelta(delta map[string]any) [][]byte {
 	chunk := map[string]any{
 		"choices": []map[string]any{{
-			"index":         0,
-			"delta":         delta,
+			"index": 0,
+			"delta": delta,
 		}},
 	}
 	return e.marshalChunk(chunk)

backend/internal/conversion/openai/stream_encoder_test.go

@@ -27,8 +27,12 @@ func TestStreamEncoder_MessageStart(t *testing.T) {
 	data := strings.TrimPrefix(s, "data: ")
 	data = strings.TrimRight(data, "\n")
 	require.NoError(t, json.Unmarshal([]byte(data), &payload))
-	choices := payload["choices"].([]any)
-	delta := choices[0].(map[string]any)["delta"].(map[string]any)
+	choices, okch := payload["choices"].([]any)
+	require.True(t, okch)
+	msgMap, okmm := choices[0].(map[string]any)
+	require.True(t, okmm)
+	delta, okd := msgMap["delta"].(map[string]any)
+	require.True(t, okd)
 	assert.Equal(t, "assistant", delta["role"])
 }
 

backend/internal/conversion/openai/supplemental_test.go

@@ -177,7 +177,8 @@ func TestEncodeRerankResponse(t *testing.T) {
 	var result map[string]any
 	require.NoError(t, json.Unmarshal(body, &result))
 	assert.Equal(t, "rerank-1", result["model"])
-	results := result["results"].([]any)
+	results, okr := result["results"].([]any)
+	require.True(t, okr)
 	assert.Len(t, results, 1)
 }
 
@@ -356,9 +357,9 @@ func TestEncodeResponse_UsageWithCacheAndReasoning(t *testing.T) {
 	reasoning := 20
 	sr := canonical.StopReasonEndTurn
 	resp := &canonical.CanonicalResponse{
-		ID:      "r1",
-		Model:   "gpt-4",
-		Content: []canonical.ContentBlock{canonical.NewTextBlock("ok")},
+		ID:         "r1",
+		Model:      "gpt-4",
+		Content:    []canonical.ContentBlock{canonical.NewTextBlock("ok")},
 		StopReason: &sr,
 		Usage: canonical.CanonicalUsage{
 			InputTokens:     100,
@@ -373,7 +374,8 @@ func TestEncodeResponse_UsageWithCacheAndReasoning(t *testing.T) {
 
 	var result map[string]any
 	require.NoError(t, json.Unmarshal(body, &result))
-	usage := result["usage"].(map[string]any)
+	usage, oku := result["usage"].(map[string]any)
+	require.True(t, oku)
 	assert.Equal(t, float64(100), usage["prompt_tokens"])
 	ptd, ok := usage["prompt_tokens_details"].(map[string]any)
 	require.True(t, ok)
@@ -412,8 +414,10 @@ func TestEncodeResponse_StopReasons(t *testing.T) {
 
 			var result map[string]any
 			require.NoError(t, json.Unmarshal(body, &result))
-			choices := result["choices"].([]any)
-			choice := choices[0].(map[string]any)
+			choices, okch := result["choices"].([]any)
+			require.True(t, okch)
+			choice, okc := choices[0].(map[string]any)
+			require.True(t, okc)
 			assert.Equal(t, tt.want, choice["finish_reason"])
 		})
 	}

backend/internal/conversion/openai/types.go

@@ -4,42 +4,42 @@ import "encoding/json"
 
 // ChatCompletionRequest OpenAI Chat Completion 请求
 type ChatCompletionRequest struct {
-	Model            string            `json:"model"`
-	Messages         []Message         `json:"messages"`
-	Tools            []Tool            `json:"tools,omitempty"`
-	ToolChoice       any               `json:"tool_choice,omitempty"`
-	MaxTokens        *int              `json:"max_tokens,omitempty"`
-	MaxCompletionTokens *int           `json:"max_completion_tokens,omitempty"`
-	Temperature      *float64          `json:"temperature,omitempty"`
-	TopP             *float64          `json:"top_p,omitempty"`
-	FrequencyPenalty *float64          `json:"frequency_penalty,omitempty"`
-	PresencePenalty  *float64          `json:"presence_penalty,omitempty"`
-	Stop             any               `json:"stop,omitempty"`
-	Stream           bool              `json:"stream,omitempty"`
-	StreamOptions    *StreamOptions    `json:"stream_options,omitempty"`
-	User             string            `json:"user,omitempty"`
-	ResponseFormat   *ResponseFormat   `json:"response_format,omitempty"`
-	ParallelToolCalls *bool            `json:"parallel_tool_calls,omitempty"`
-	ReasoningEffort  string            `json:"reasoning_effort,omitempty"`
-	N                *int              `json:"n,omitempty"`
-	Seed             *int              `json:"seed,omitempty"`
-	Logprobs         *bool             `json:"logprobs,omitempty"`
-	TopLogprobs      *int              `json:"top_logprobs,omitempty"`
+	Model               string          `json:"model"`
+	Messages            []Message       `json:"messages"`
+	Tools               []Tool          `json:"tools,omitempty"`
+	ToolChoice          any             `json:"tool_choice,omitempty"`
+	MaxTokens           *int            `json:"max_tokens,omitempty"`
+	MaxCompletionTokens *int            `json:"max_completion_tokens,omitempty"`
+	Temperature         *float64        `json:"temperature,omitempty"`
+	TopP                *float64        `json:"top_p,omitempty"`
+	FrequencyPenalty    *float64        `json:"frequency_penalty,omitempty"`
+	PresencePenalty     *float64        `json:"presence_penalty,omitempty"`
+	Stop                any             `json:"stop,omitempty"`
+	Stream              bool            `json:"stream,omitempty"`
+	StreamOptions       *StreamOptions  `json:"stream_options,omitempty"`
+	User                string          `json:"user,omitempty"`
+	ResponseFormat      *ResponseFormat `json:"response_format,omitempty"`
+	ParallelToolCalls   *bool           `json:"parallel_tool_calls,omitempty"`
+	ReasoningEffort     string          `json:"reasoning_effort,omitempty"`
+	N                   *int            `json:"n,omitempty"`
+	Seed                *int            `json:"seed,omitempty"`
+	Logprobs            *bool           `json:"logprobs,omitempty"`
+	TopLogprobs         *int            `json:"top_logprobs,omitempty"`
 
 	// 已废弃字段
-	Functions     []FunctionDef `json:"functions,omitempty"`
-	FunctionCall  any           `json:"function_call,omitempty"`
+	Functions    []FunctionDef `json:"functions,omitempty"`
+	FunctionCall any           `json:"function_call,omitempty"`
 }
 
 // Message OpenAI 消息
 type Message struct {
-	Role             string          `json:"role"`
-	Content          any             `json:"content"`
-	Name             string          `json:"name,omitempty"`
-	ToolCalls        []ToolCall      `json:"tool_calls,omitempty"`
-	ToolCallID       string          `json:"tool_call_id,omitempty"`
-	Refusal          string          `json:"refusal,omitempty"`
-	ReasoningContent string          `json:"reasoning_content,omitempty"`
+	Role             string     `json:"role"`
+	Content          any        `json:"content"`
+	Name             string     `json:"name,omitempty"`
+	ToolCalls        []ToolCall `json:"tool_calls,omitempty"`
+	ToolCallID       string     `json:"tool_call_id,omitempty"`
+	Refusal          string     `json:"refusal,omitempty"`
+	ReasoningContent string     `json:"reasoning_content,omitempty"`
 
 	// 已废弃
 	FunctionCall *FunctionCallMsg `json:"function_call,omitempty"`
@@ -88,8 +88,8 @@ type FunctionDef struct {
 
 // ResponseFormat OpenAI 响应格式
 type ResponseFormat struct {
-	Type       string          `json:"type"`
-	JSONSchema *JSONSchemaDef  `json:"json_schema,omitempty"`
+	Type       string         `json:"type"`
+	JSONSchema *JSONSchemaDef `json:"json_schema,omitempty"`
 }
 
 // JSONSchemaDef JSON Schema 定义
@@ -118,7 +118,7 @@ type ChatCompletionResponse struct {
 
 // Choice OpenAI 选择项
 type Choice struct {
-	Index        int     `json:"index"`
+	Index        int      `json:"index"`
 	Message      *Message `json:"message,omitempty"`
 	Delta        *Message `json:"delta,omitempty"`
 	FinishReason *string  `json:"finish_reason"`
@@ -127,10 +127,10 @@ type Choice struct {
 
 // Usage OpenAI 用量
 type Usage struct {
-	PromptTokens            int                  `json:"prompt_tokens"`
-	CompletionTokens        int                  `json:"completion_tokens"`
-	TotalTokens             int                  `json:"total_tokens"`
-	PromptTokensDetails     *PromptTokensDetails `json:"prompt_tokens_details,omitempty"`
+	PromptTokens            int                      `json:"prompt_tokens"`
+	CompletionTokens        int                      `json:"completion_tokens"`
+	TotalTokens             int                      `json:"total_tokens"`
+	PromptTokensDetails     *PromptTokensDetails     `json:"prompt_tokens_details,omitempty"`
 	CompletionTokensDetails *CompletionTokensDetails `json:"completion_tokens_details,omitempty"`
 }
 

backend/internal/conversion/stream.go

@@ -1,6 +1,11 @@
 package conversion
 
-import "nex/backend/internal/conversion/canonical"
+import (
+	"bytes"
+	"strings"
+
+	"nex/backend/internal/conversion/canonical"
+)
 
 // StreamDecoder 流式解码器接口
 type StreamDecoder interface {
@@ -39,11 +44,12 @@ func (c *PassthroughStreamConverter) Flush() [][]byte {
 }
 
 // SmartPassthroughStreamConverter 同协议 Smart Passthrough 流式转换器
-// 逐 chunk 改写 model 字段
+// 按 SSE frame 改写 data JSON 中的 model 字段
 type SmartPassthroughStreamConverter struct {
 	adapter       ProtocolAdapter
 	modelOverride string
 	interfaceType InterfaceType
+	buffer        []byte
 }
 
 // NewSmartPassthroughStreamConverter 创建 Smart Passthrough 流式转换器
@@ -55,24 +61,45 @@ func NewSmartPassthroughStreamConverter(adapter ProtocolAdapter, modelOverride s
 	}
 }
 
-// ProcessChunk 改写 chunk 中的 model 字段
+// ProcessChunk 按 SSE frame 改写 data JSON 中的 model 字段
 func (c *SmartPassthroughStreamConverter) ProcessChunk(rawChunk []byte) [][]byte {
 	if len(rawChunk) == 0 {
 		return nil
 	}
 
-	rewrittenChunk, err := c.adapter.RewriteResponseModelName(rawChunk, c.modelOverride, c.interfaceType)
-	if err != nil {
-		// 改写失败，返回原始 chunk
-		return [][]byte{rawChunk}
-	}
+	c.buffer = append(c.buffer, rawChunk...)
+	frames, rest := splitSSEFrames(c.buffer)
+	c.buffer = rest
 
-	return [][]byte{rewrittenChunk}
+	result := make([][]byte, 0, len(frames))
+	for _, frame := range frames {
+		result = append(result, c.rewriteFrame(frame))
+	}
+	return result
 }
 
-// Flush 无缓冲数据
+func (c *SmartPassthroughStreamConverter) rewriteFrame(frame []byte) []byte {
+	payload, ok := sseFrameDataPayload(frame)
+	if !ok || strings.TrimSpace(payload) == "[DONE]" {
+		return frame
+	}
+
+	rewrittenPayload, err := c.adapter.RewriteResponseModelName([]byte(payload), c.modelOverride, c.interfaceType)
+	if err != nil {
+		return frame
+	}
+
+	return rebuildSSEFrameWithData(frame, string(rewrittenPayload))
+}
+
+// Flush 输出未形成完整 frame 的剩余数据
 func (c *SmartPassthroughStreamConverter) Flush() [][]byte {
-	return nil
+	if len(c.buffer) == 0 {
+		return nil
+	}
+	frame := append([]byte(nil), c.buffer...)
+	c.buffer = nil
+	return [][]byte{c.rewriteFrame(frame)}
 }
 
 // CanonicalStreamConverter 跨协议规范流式转换器
@@ -153,3 +180,86 @@ func (c *CanonicalStreamConverter) applyModelOverride(event *canonical.Canonical
 		event.Message.Model = c.modelOverride
 	}
 }
+
+func splitSSEFrames(data []byte) ([][]byte, []byte) {
+	var frames [][]byte
+	for len(data) > 0 {
+		idx, sepLen := findSSEFrameSeparator(data)
+		if idx < 0 {
+			break
+		}
+		end := idx + sepLen
+		frames = append(frames, append([]byte(nil), data[:end]...))
+		data = data[end:]
+	}
+	return frames, data
+}
+
+func findSSEFrameSeparator(data []byte) (int, int) {
+	lf := bytes.Index(data, []byte("\n\n"))
+	crlf := bytes.Index(data, []byte("\r\n\r\n"))
+	switch {
+	case lf < 0 && crlf < 0:
+		return -1, 0
+	case lf < 0:
+		return crlf, 4
+	case crlf < 0:
+		return lf, 2
+	case crlf <= lf:
+		return crlf, 4
+	default:
+		return lf, 2
+	}
+}
+
+func sseFrameDataPayload(frame []byte) (string, bool) {
+	text := strings.TrimRight(string(frame), "\r\n")
+	lines := strings.Split(text, "\n")
+	var dataLines []string
+	for _, line := range lines {
+		line = strings.TrimRight(line, "\r")
+		if strings.HasPrefix(line, "data:") {
+			value := strings.TrimPrefix(line, "data:")
+			if strings.HasPrefix(value, " ") {
+				value = value[1:]
+			}
+			dataLines = append(dataLines, value)
+		}
+	}
+	if len(dataLines) == 0 {
+		return "", false
+	}
+	return strings.Join(dataLines, "\n"), true
+}
+
+func rebuildSSEFrameWithData(frame []byte, data string) []byte {
+	lineEnding, separator := sseLineEnding(frame)
+	text := strings.TrimRight(string(frame), "\r\n")
+	lines := strings.Split(text, "\n")
+	out := make([]string, 0, len(lines)+1)
+	dataWritten := false
+	for _, line := range lines {
+		line = strings.TrimRight(line, "\r")
+		if strings.HasPrefix(line, "data:") {
+			if !dataWritten {
+				for _, dataLine := range strings.Split(data, "\n") {
+					out = append(out, "data: "+dataLine)
+				}
+				dataWritten = true
+			}
+			continue
+		}
+		out = append(out, line)
+	}
+	if !dataWritten {
+		out = append(out, "data: "+data)
+	}
+	return []byte(strings.Join(out, lineEnding) + separator)
+}
+
+func sseLineEnding(frame []byte) (string, string) {
+	if bytes.Contains(frame, []byte("\r\n")) {
+		return "\r\n", "\r\n\r\n"
+	}
+	return "\n", "\n\n"
+}

backend/internal/database/database.go

@@ -2,7 +2,6 @@ package database
 
 import (
 	"fmt"
-	"log"
 	"os"
 	"path/filepath"
 	"runtime"
@@ -12,22 +11,24 @@ import (
 	"gorm.io/driver/mysql"
 	"gorm.io/driver/sqlite"
 	"gorm.io/gorm"
-	"gorm.io/gorm/logger"
 
 	"nex/backend/internal/config"
+	pkglogger "nex/backend/pkg/logger"
 )
 
 func Init(cfg *config.DatabaseConfig, zapLogger *zap.Logger) (*gorm.DB, error) {
-	db, err := initDB(cfg)
+	moduleLogger := pkglogger.WithModule(zapLogger, "database")
+
+	db, err := initDB(cfg, moduleLogger)
 	if err != nil {
 		return nil, fmt.Errorf("初始化数据库失败: %w", err)
 	}
 
-	if err := runMigrations(db, cfg.Driver); err != nil {
+	if err := runMigrations(db, cfg.Driver, moduleLogger); err != nil {
 		return nil, fmt.Errorf("数据库迁移失败: %w", err)
 	}
 
-	configurePool(db, cfg)
+	configurePool(db, cfg, moduleLogger)
 
 	return db, nil
 }
@@ -40,36 +41,42 @@ func Close(db *gorm.DB) {
 	sqlDB.Close()
 }
 
-func initDB(cfg *config.DatabaseConfig) (*gorm.DB, error) {
+func initDB(cfg *config.DatabaseConfig, zapLogger *zap.Logger) (*gorm.DB, error) {
+	gormLogger := pkglogger.NewGormLogger(zapLogger)
+
 	gormConfig := &gorm.Config{
-		Logger: logger.Default.LogMode(logger.Info),
+		Logger: gormLogger,
 	}
 
 	switch cfg.Driver {
 	case "mysql":
 		dsn := fmt.Sprintf("%s:%s@tcp(%s:%d)/%s?charset=utf8mb4&parseTime=true&loc=Local",
 			cfg.User, cfg.Password, cfg.Host, cfg.Port, cfg.DBName)
+		if zapLogger != nil {
+			zapLogger.Info("连接 MySQL 数据库",
+				zap.String("host", cfg.Host),
+				zap.Int("port", cfg.Port),
+				zap.String("database", cfg.DBName))
+		}
 		return gorm.Open(mysql.Open(dsn), gormConfig)
 	default:
 		dbDir := filepath.Dir(cfg.Path)
-		if err := os.MkdirAll(dbDir, 0755); err != nil {
+		if err := os.MkdirAll(dbDir, 0o755); err != nil {
 			return nil, fmt.Errorf("创建数据库目录失败: %w", err)
 		}
+		if zapLogger != nil {
+			zapLogger.Info("连接 SQLite 数据库", zap.String("path", cfg.Path))
+		}
 		return gorm.Open(sqlite.Open(cfg.Path), gormConfig)
 	}
 }
 
-func runMigrations(db *gorm.DB, driver string) error {
+func runMigrations(db *gorm.DB, driver string, zapLogger *zap.Logger) error {
 	sqlDB, err := db.DB()
 	if err != nil {
 		return err
 	}
 
-	migrationsDir := getMigrationsDir(driver)
-	if _, err := os.Stat(migrationsDir); os.IsNotExist(err) {
-		return fmt.Errorf("迁移目录不存在: %s", migrationsDir)
-	}
-
 	gooseDialect := "sqlite3"
 	migrationsSubDir := "sqlite"
 	if driver == "mysql" {
@@ -77,19 +84,33 @@ func runMigrations(db *gorm.DB, driver string) error {
 		migrationsSubDir = "mysql"
 	}
 
-	goose.SetDialect(gooseDialect)
+	migrationsDir := getMigrationsDir(driver)
+	if _, err := os.Stat(migrationsDir); os.IsNotExist(err) {
+		return fmt.Errorf("迁移目录不存在: %s", migrationsDir)
+	}
+
+	if zapLogger != nil {
+		zapLogger.Info("执行数据库迁移",
+			zap.String("dialect", gooseDialect),
+			zap.String("dir", migrationsSubDir))
+	}
+
+	if err := goose.SetDialect(gooseDialect); err != nil {
+		return err
+	}
 	if err := goose.Up(sqlDB, migrationsDir); err != nil {
 		return err
 	}
 
-	log.Printf("使用 %s 方言执行迁移，目录: %s", gooseDialect, migrationsSubDir)
 	return nil
 }
 
-func configurePool(db *gorm.DB, cfg *config.DatabaseConfig) {
+func configurePool(db *gorm.DB, cfg *config.DatabaseConfig, zapLogger *zap.Logger) {
 	if cfg.Driver == "sqlite" {
 		if err := db.Exec("PRAGMA journal_mode=WAL").Error; err != nil {
-			log.Printf("警告: 启用 WAL 模式失败: %v", err)
+			if zapLogger != nil {
+				zapLogger.Warn("启用 WAL 模式失败", zap.Error(err))
+			}
 		}
 	}
 
@@ -101,8 +122,12 @@ func configurePool(db *gorm.DB, cfg *config.DatabaseConfig) {
 	sqlDB.SetMaxOpenConns(cfg.MaxOpenConns)
 	sqlDB.SetConnMaxLifetime(cfg.ConnMaxLifetime)
 
-	log.Printf("数据库连接池配置: MaxIdle=%d, MaxOpen=%d, MaxLifetime=%v",
-		cfg.MaxIdleConns, cfg.MaxOpenConns, cfg.ConnMaxLifetime)
+	if zapLogger != nil {
+		zapLogger.Info("数据库连接池配置",
+			zap.Int("max_idle_conns", cfg.MaxIdleConns),
+			zap.Int("max_open_conns", cfg.MaxOpenConns),
+			zap.Duration("conn_max_lifetime", cfg.ConnMaxLifetime))
+	}
 }
 
 func getMigrationsDir(driver string) string {

backend/internal/database/database_test.go

@@ -4,10 +4,11 @@ import (
 	"path/filepath"
 	"testing"
 
+	"nex/backend/internal/config"
+
 	"github.com/stretchr/testify/assert"
 	"github.com/stretchr/testify/require"
-
-	"nex/backend/internal/config"
+	"go.uber.org/zap"
 )
 
 func TestInit_SQLite(t *testing.T) {
@@ -20,7 +21,8 @@ func TestInit_SQLite(t *testing.T) {
 		ConnMaxLifetime: 0,
 	}
 
-	db, err := Init(cfg, nil)
+	zapLogger := zap.NewNop()
+	db, err := Init(cfg, zapLogger)
 	require.NoError(t, err)
 	require.NotNil(t, db)
 	defer Close(db)
@@ -40,7 +42,8 @@ func TestClose(t *testing.T) {
 		ConnMaxLifetime: 0,
 	}
 
-	db, err := Init(cfg, nil)
+	zapLogger := zap.NewNop()
+	db, err := Init(cfg, zapLogger)
 	require.NoError(t, err)
 	require.NotNil(t, db)
 

backend/internal/domain/provider.go

@@ -13,4 +13,3 @@ type Provider struct {
 	CreatedAt time.Time `json:"created_at"`
 	UpdatedAt time.Time `json:"updated_at"`
 }
-

backend/internal/handler/handler_supplemental_test.go

@@ -6,13 +6,13 @@ import (
 	"net/http/httptest"
 	"testing"
 
+	"nex/backend/internal/domain"
+	"nex/backend/tests/mocks"
+
 	"github.com/gin-gonic/gin"
 	"github.com/stretchr/testify/assert"
 	"github.com/stretchr/testify/require"
 	"go.uber.org/mock/gomock"
-
-	"nex/backend/internal/domain"
-	"nex/backend/tests/mocks"
 )
 
 func TestProviderHandler_CreateProvider_Success(t *testing.T) {
@@ -24,9 +24,9 @@ func TestProviderHandler_CreateProvider_Success(t *testing.T) {
 	h := NewProviderHandler(mockSvc)
 
 	body, _ := json.Marshal(map[string]string{
-		"id":      "p1",
-		"name":    "Test",
-		"api_key": "sk-test",
+		"id":       "p1",
+		"name":     "Test",
+		"api_key":  "sk-test",
 		"base_url": "https://api.test.com",
 	})
 	w := httptest.NewRecorder()

backend/internal/handler/handler_test.go

@@ -9,23 +9,22 @@ import (
 	"strings"
 	"testing"
 
+	"nex/backend/internal/domain"
+	"nex/backend/tests/mocks"
+
 	"github.com/gin-gonic/gin"
 	"github.com/stretchr/testify/assert"
 	"github.com/stretchr/testify/require"
 	"go.uber.org/mock/gomock"
 	"gorm.io/gorm"
 
-	"nex/backend/internal/domain"
 	appErrors "nex/backend/pkg/errors"
-	"nex/backend/tests/mocks"
 )
 
 func init() {
 	gin.SetMode(gin.TestMode)
 }
 
-
-
 func TestProviderHandler_CreateProvider_MissingFields(t *testing.T) {
 	ctrl := gomock.NewController(t)
 	defer ctrl.Finish()

backend/internal/handler/middleware/logging.go

@@ -5,9 +5,10 @@ import (
 
 	"github.com/gin-gonic/gin"
 	"go.uber.org/zap"
+
+	pkglogger "nex/backend/pkg/logger"
 )
 
-// Logging 日志中间件
 func Logging(logger *zap.Logger) gin.HandlerFunc {
 	return func(c *gin.Context) {
 		start := time.Now()
@@ -15,12 +16,16 @@ func Logging(logger *zap.Logger) gin.HandlerFunc {
 		query := c.Request.URL.RawQuery
 
 		requestID, _ := c.Get(RequestIDKey)
-		logger.Info("请求开始",
-			zap.String("method", c.Request.Method),
-			zap.String("path", path),
-			zap.String("query", query),
-			zap.String("client_ip", c.ClientIP()),
-			zap.Any("request_id", requestID),
+		var requestIDStr string
+		if id, ok := requestID.(string); ok {
+			requestIDStr = id
+		}
+		logger.Debug("请求开始",
+			pkglogger.Method(c.Request.Method),
+			pkglogger.Path(path),
+			pkglogger.Query(query),
+			pkglogger.ClientIP(c.ClientIP()),
+			pkglogger.RequestID(requestIDStr),
 		)
 
 		c.Next()
@@ -28,13 +33,13 @@ func Logging(logger *zap.Logger) gin.HandlerFunc {
 		latency := time.Since(start)
 		statusCode := c.Writer.Status()
 
-		logger.Info("请求结束",
-			zap.Int("status", statusCode),
-			zap.String("method", c.Request.Method),
-			zap.String("path", path),
-			zap.Duration("latency", latency),
-			zap.Int("body_size", c.Writer.Size()),
-			zap.Any("request_id", requestID),
+		logger.Debug("请求结束",
+			pkglogger.StatusCode(statusCode),
+			pkglogger.Method(c.Request.Method),
+			pkglogger.Path(path),
+			pkglogger.Latency(latency),
+			pkglogger.BodySize(c.Writer.Size()),
+			pkglogger.RequestID(requestIDStr),
 		)
 	}
 }

backend/internal/handler/middleware/middleware_test.go

@@ -7,6 +7,8 @@ import (
 	"github.com/gin-gonic/gin"
 	"github.com/stretchr/testify/assert"
 	"go.uber.org/zap"
+	"go.uber.org/zap/zapcore"
+	"go.uber.org/zap/zaptest/observer"
 )
 
 func init() {
@@ -65,6 +67,61 @@ func TestLogging(t *testing.T) {
 	assert.Equal(t, 200, w.Code)
 }
 
+func TestLogging_DoesNotLogLifecycleAtInfoLevel(t *testing.T) {
+	core, logs := observer.New(zapcore.InfoLevel)
+	logger := zap.New(core)
+
+	w := serveLoggingRequest(logger)
+
+	assert.Equal(t, 200, w.Code)
+	assert.Empty(t, logs.FilterMessage("请求开始").All())
+	assert.Empty(t, logs.FilterMessage("请求结束").All())
+}
+
+func TestLogging_LogsLifecycleAtDebugLevel(t *testing.T) {
+	core, logs := observer.New(zapcore.DebugLevel)
+	logger := zap.New(core)
+
+	w := serveLoggingRequest(logger)
+
+	assert.Equal(t, 200, w.Code)
+	startLogs := logs.FilterMessage("请求开始").All()
+	endLogs := logs.FilterMessage("请求结束").All()
+	if assert.Len(t, startLogs, 1) {
+		fields := startLogs[0].ContextMap()
+		assert.Equal(t, "GET", fields["method"])
+		assert.Equal(t, "/test", fields["path"])
+		assert.Equal(t, "key=value", fields["query"])
+		assert.Equal(t, "existing-id-123", fields["request_id"])
+		assert.NotEmpty(t, fields["client_ip"])
+	}
+	if assert.Len(t, endLogs, 1) {
+		fields := endLogs[0].ContextMap()
+		assert.Equal(t, int64(200), fields["status"])
+		assert.Equal(t, "GET", fields["method"])
+		assert.Equal(t, "/test", fields["path"])
+		assert.Equal(t, int64(2), fields["body_size"])
+		assert.Equal(t, "existing-id-123", fields["request_id"])
+		assert.Contains(t, fields, "latency")
+	}
+}
+
+func serveLoggingRequest(logger *zap.Logger) *httptest.ResponseRecorder {
+	r := gin.New()
+	r.Use(RequestID())
+	r.Use(Logging(logger))
+	r.GET("/test", func(c *gin.Context) {
+		c.String(200, "ok")
+	})
+
+	w := httptest.NewRecorder()
+	req := httptest.NewRequest("GET", "/test?key=value", nil)
+	req.Header.Set("X-Request-ID", "existing-id-123")
+	r.ServeHTTP(w, req)
+
+	return w
+}
+
 func TestRecovery_NoPanic(t *testing.T) {
 	logger := zap.NewNop()
 

backend/internal/handler/model_handler.go

@@ -4,13 +4,13 @@ import (
 	"errors"
 	"net/http"
 
+	"nex/backend/internal/domain"
+	"nex/backend/internal/service"
+
 	"github.com/gin-gonic/gin"
 	"gorm.io/gorm"
 
 	appErrors "nex/backend/pkg/errors"
-
-	"nex/backend/internal/domain"
-	"nex/backend/internal/service"
 )
 
 // ModelHandler 模型管理处理器
@@ -58,16 +58,16 @@ func (h *ModelHandler) CreateModel(c *gin.Context) {
 
 	err := h.modelService.Create(model)
 	if err != nil {
-		if err == appErrors.ErrProviderNotFound {
+		if errors.Is(err, appErrors.ErrProviderNotFound) {
 			c.JSON(http.StatusBadRequest, gin.H{
 				"error": "供应商不存在",
 			})
 			return
 		}
-		if err == appErrors.ErrDuplicateModel {
+		if errors.Is(err, appErrors.ErrDuplicateModel) {
 			c.JSON(http.StatusConflict, gin.H{
-				"error":  "同一供应商下模型名称已存在",
-				"code":   appErrors.ErrDuplicateModel.Code,
+				"error": "同一供应商下模型名称已存在",
+				"code":  appErrors.ErrDuplicateModel.Code,
 			})
 			return
 		}
@@ -101,7 +101,7 @@ func (h *ModelHandler) GetModel(c *gin.Context) {
 
 	model, err := h.modelService.Get(id)
 	if err != nil {
-		if err == gorm.ErrRecordNotFound {
+		if errors.Is(err, gorm.ErrRecordNotFound) {
 			c.JSON(http.StatusNotFound, gin.H{
 				"error": "模型未找到",
 			})
@@ -166,7 +166,7 @@ func (h *ModelHandler) DeleteModel(c *gin.Context) {
 
 	err := h.modelService.Delete(id)
 	if err != nil {
-		if err == gorm.ErrRecordNotFound {
+		if errors.Is(err, gorm.ErrRecordNotFound) {
 			c.JSON(http.StatusNotFound, gin.H{
 				"error": "模型未找到",
 			})

backend/internal/handler/provider_handler.go

@@ -4,13 +4,13 @@ import (
 	"errors"
 	"net/http"
 
+	"nex/backend/internal/domain"
+	"nex/backend/internal/service"
+
 	"github.com/gin-gonic/gin"
 	"gorm.io/gorm"
 
 	appErrors "nex/backend/pkg/errors"
-
-	"nex/backend/internal/domain"
-	"nex/backend/internal/service"
 )
 
 // ProviderHandler 供应商管理处理器
@@ -55,7 +55,7 @@ func (h *ProviderHandler) CreateProvider(c *gin.Context) {
 
 	err := h.providerService.Create(provider)
 	if err != nil {
-		if err == appErrors.ErrInvalidProviderID {
+		if errors.Is(err, appErrors.ErrInvalidProviderID) {
 			c.JSON(http.StatusBadRequest, gin.H{
 				"error": appErrors.ErrInvalidProviderID.Message,
 				"code":  appErrors.ErrInvalidProviderID.Code,
@@ -86,7 +86,7 @@ func (h *ProviderHandler) GetProvider(c *gin.Context) {
 
 	provider, err := h.providerService.Get(id)
 	if err != nil {
-		if err == gorm.ErrRecordNotFound {
+		if errors.Is(err, gorm.ErrRecordNotFound) {
 			c.JSON(http.StatusNotFound, gin.H{
 				"error": "供应商未找到",
 			})
@@ -113,7 +113,7 @@ func (h *ProviderHandler) UpdateProvider(c *gin.Context) {
 
 	err := h.providerService.Update(id, req)
 	if err != nil {
-		if err == gorm.ErrRecordNotFound {
+		if errors.Is(err, gorm.ErrRecordNotFound) {
 			c.JSON(http.StatusNotFound, gin.H{
 				"error": "供应商未找到",
 			})
@@ -145,7 +145,7 @@ func (h *ProviderHandler) DeleteProvider(c *gin.Context) {
 
 	err := h.providerService.Delete(id)
 	if err != nil {
-		if err == gorm.ErrRecordNotFound {
+		if errors.Is(err, gorm.ErrRecordNotFound) {
 			c.JSON(http.StatusNotFound, gin.H{
 				"error": "供应商未找到",
 			})

backend/internal/handler/proxy_handler.go

@@ -3,40 +3,44 @@ package handler
 import (
 	"bufio"
 	"encoding/json"
+	"errors"
 	"io"
 	"net/http"
 	"strings"
 
-	"github.com/gin-gonic/gin"
-	"go.uber.org/zap"
-
 	"nex/backend/internal/conversion"
 	"nex/backend/internal/conversion/canonical"
 	"nex/backend/internal/domain"
 	"nex/backend/internal/provider"
 	"nex/backend/internal/service"
+	appErrors "nex/backend/pkg/errors"
 	"nex/backend/pkg/modelid"
+
+	"github.com/gin-gonic/gin"
+	"go.uber.org/zap"
+
+	pkglogger "nex/backend/pkg/logger"
 )
 
 // ProxyHandler 统一代理处理器
 type ProxyHandler struct {
-	engine         *conversion.ConversionEngine
-	client         provider.ProviderClient
-	routingService service.RoutingService
+	engine          *conversion.ConversionEngine
+	client          provider.ProviderClient
+	routingService  service.RoutingService
 	providerService service.ProviderService
-	statsService   service.StatsService
-	logger         *zap.Logger
+	statsService    service.StatsService
+	logger          *zap.Logger
 }
 
 // NewProxyHandler 创建统一代理处理器
-func NewProxyHandler(engine *conversion.ConversionEngine, client provider.ProviderClient, routingService service.RoutingService, providerService service.ProviderService, statsService service.StatsService) *ProxyHandler {
+func NewProxyHandler(engine *conversion.ConversionEngine, client provider.ProviderClient, routingService service.RoutingService, providerService service.ProviderService, statsService service.StatsService, logger *zap.Logger) *ProxyHandler {
 	return &ProxyHandler{
 		engine:          engine,
 		client:          client,
 		routingService:  routingService,
 		providerService: providerService,
 		statsService:    statsService,
-		logger:          zap.L(),
+		logger:          pkglogger.WithModule(logger, "handler.proxy"),
 	}
 }
 
@@ -45,7 +49,7 @@ func (h *ProxyHandler) HandleProxy(c *gin.Context) {
 	// 从 URL 提取 clientProtocol: /{protocol}/v1/...
 	clientProtocol := c.Param("protocol")
 	if clientProtocol == "" {
-		c.JSON(http.StatusBadRequest, gin.H{"error": "缺少协议前缀"})
+		h.writeProxyError(c, http.StatusBadRequest, "INVALID_REQUEST", "缺少协议前缀")
 		return
 	}
 
@@ -55,12 +59,13 @@ func (h *ProxyHandler) HandleProxy(c *gin.Context) {
 		path = "/" + path
 	}
 	nativePath := path
+	requestPath := appendRawQuery(nativePath, c.Request.URL.RawQuery)
 
 	// 获取 client adapter
 	registry := h.engine.GetRegistry()
 	clientAdapter, err := registry.Get(clientProtocol)
 	if err != nil {
-		c.JSON(http.StatusBadRequest, gin.H{"error": "不支持的协议: " + clientProtocol})
+		h.writeProxyError(c, http.StatusNotFound, "UNSUPPORTED_INTERFACE", "不支持的协议: "+clientProtocol)
 		return
 	}
 
@@ -77,7 +82,7 @@ func (h *ProxyHandler) HandleProxy(c *gin.Context) {
 	if ifaceType == conversion.InterfaceTypeModelInfo {
 		unifiedID, err := clientAdapter.ExtractUnifiedModelID(nativePath)
 		if err != nil {
-			c.JSON(http.StatusBadRequest, gin.H{"error": "无效的模型 ID 格式"})
+			h.writeProxyError(c, http.StatusBadRequest, "INVALID_MODEL_ID", "无效的模型 ID 格式")
 			return
 		}
 		h.handleModelInfo(c, unifiedID, clientAdapter)
@@ -87,40 +92,50 @@ func (h *ProxyHandler) HandleProxy(c *gin.Context) {
 	// 读取请求体
 	body, err := io.ReadAll(c.Request.Body)
 	if err != nil {
-		c.JSON(http.StatusBadRequest, gin.H{"error": "读取请求体失败"})
+		h.writeProxyError(c, http.StatusBadRequest, "INVALID_REQUEST", "读取请求体失败")
 		return
 	}
 
-	// 解析统一模型 ID（使用 adapter.ExtractModelName）
-	var providerID, modelName string
-	if len(body) > 0 {
-		unifiedID, err := clientAdapter.ExtractModelName(body, ifaceType)
-		if err == nil && unifiedID != "" {
-			pid, mn, err := modelid.ParseUnifiedModelID(unifiedID)
-			if err == nil {
-				providerID = pid
-				modelName = mn
-			}
-		}
-	}
-
 	// 构建输入 HTTPRequestSpec
 	inSpec := conversion.HTTPRequestSpec{
-		URL:     nativePath,
+		URL:     requestPath,
 		Method:  c.Request.Method,
 		Headers: extractHeaders(c),
 		Body:    body,
 	}
+	isStream := h.isStreamRequest(body, clientProtocol, nativePath)
+
+	// 只有 adapter 明确适配的接口才提取 model。未知接口不做通用 model 猜测。
+	if len(body) == 0 || !supportsModelExtraction(ifaceType) {
+		h.forwardPassthrough(c, inSpec, clientProtocol, ifaceType, isStream)
+		return
+	}
+
+	unifiedID, err := clientAdapter.ExtractModelName(body, ifaceType)
+	if err != nil {
+		if isInvalidJSONError(err) {
+			h.writeProxyError(c, http.StatusBadRequest, "INVALID_JSON", "请求体 JSON 格式错误")
+			return
+		}
+		h.forwardPassthrough(c, inSpec, clientProtocol, ifaceType, isStream)
+		return
+	}
+
+	providerID, modelName, err := modelid.ParseUnifiedModelID(unifiedID)
+	if err != nil {
+		// 原始模型名兼容透传：非统一模型 ID 不参与路由。
+		h.forwardPassthrough(c, inSpec, clientProtocol, ifaceType, isStream)
+		return
+	}
+	if providerID == "" || modelName == "" {
+		h.forwardPassthrough(c, inSpec, clientProtocol, ifaceType, isStream)
+		return
+	}
 
 	// 路由
 	routeResult, err := h.routingService.RouteByModelName(providerID, modelName)
 	if err != nil {
-		// GET 请求或无法提取 model 时，直接转发到上游
-		if len(body) == 0 || modelName == "" {
-			h.forwardPassthrough(c, inSpec, clientProtocol)
-			return
-		}
-		h.writeError(c, err, clientProtocol)
+		h.writeRouteError(c, err)
 		return
 	}
 
@@ -137,12 +152,9 @@ func (h *ProxyHandler) HandleProxy(c *gin.Context) {
 	targetProvider := conversion.NewTargetProvider(
 		routeResult.Provider.BaseURL,
 		routeResult.Provider.APIKey,
-		routeResult.Model.ModelName,  // 上游模型名，用于请求改写
+		routeResult.Model.ModelName, // 上游模型名，用于请求改写
 	)
 
-	// 判断是否流式
-	isStream := h.isStreamRequest(body, clientProtocol, nativePath)
-
 	// 计算统一模型 ID（用于响应覆写）
 	unifiedModelID := routeResult.Model.UnifiedModelID()
 
@@ -153,12 +165,34 @@ func (h *ProxyHandler) HandleProxy(c *gin.Context) {
 	}
 }
 
+func supportsModelExtraction(ifaceType conversion.InterfaceType) bool {
+	switch ifaceType {
+	case conversion.InterfaceTypeChat, conversion.InterfaceTypeEmbeddings, conversion.InterfaceTypeRerank:
+		return true
+	default:
+		return false
+	}
+}
+
+func isInvalidJSONError(err error) bool {
+	var syntaxErr *json.SyntaxError
+	var typeErr *json.UnmarshalTypeError
+	return errors.As(err, &syntaxErr) || errors.As(err, &typeErr)
+}
+
+func appendRawQuery(path, rawQuery string) string {
+	if rawQuery == "" {
+		return path
+	}
+	return path + "?" + rawQuery
+}
+
 // handleNonStream 处理非流式请求
 func (h *ProxyHandler) handleNonStream(c *gin.Context, inSpec conversion.HTTPRequestSpec, clientProtocol, providerProtocol string, targetProvider *conversion.TargetProvider, routeResult *domain.RouteResult, unifiedModelID string, ifaceType conversion.InterfaceType) {
 	// 转换请求
 	outSpec, err := h.engine.ConvertHttpRequest(inSpec, clientProtocol, providerProtocol, targetProvider)
 	if err != nil {
-		h.logger.Error("转换请求失败", zap.String("error", err.Error()))
+		h.logger.Error("转换请求失败", zap.Error(err))
 		h.writeConversionError(c, err, clientProtocol)
 		return
 	}
@@ -166,31 +200,27 @@ func (h *ProxyHandler) handleNonStream(c *gin.Context, inSpec conversion.HTTPReq
 	// 发送请求
 	resp, err := h.client.Send(c.Request.Context(), *outSpec)
 	if err != nil {
-		h.logger.Error("发送请求失败", zap.String("error", err.Error()))
-		h.writeConversionError(c, err, clientProtocol)
+		h.logger.Error("发送请求失败", zap.Error(err))
+		h.writeUpstreamUnavailable(c, err)
+		return
+	}
+	if resp.StatusCode < http.StatusOK || resp.StatusCode >= http.StatusMultipleChoices {
+		h.writeUpstreamResponse(c, *resp)
 		return
 	}
 
 	// 转换响应，传入 modelOverride（跨协议场景覆写 model 字段）
 	convertedResp, err := h.engine.ConvertHttpResponse(*resp, clientProtocol, providerProtocol, ifaceType, unifiedModelID)
 	if err != nil {
-		h.logger.Error("转换响应失败", zap.String("error", err.Error()))
+		h.logger.Error("转换响应失败", zap.Error(err))
 		h.writeConversionError(c, err, clientProtocol)
 		return
 	}
 
-	// 设置响应头
-	for k, v := range convertedResp.Headers {
-		c.Header(k, v)
-	}
-	if c.GetHeader("Content-Type") == "" {
-		c.Header("Content-Type", "application/json")
-	}
-
-	c.Data(convertedResp.StatusCode, "application/json", convertedResp.Body)
+	h.writeConvertedResponse(c, *convertedResp)
 
 	go func() {
-		_ = h.statsService.Record(routeResult.Provider.ID, routeResult.Model.ModelName)
+		_ = h.statsService.Record(routeResult.Provider.ID, routeResult.Model.ModelName) //nolint:errcheck // fire-and-forget 统计记录不阻塞请求
 	}()
 }
 
@@ -203,15 +233,23 @@ func (h *ProxyHandler) handleStream(c *gin.Context, inSpec conversion.HTTPReques
 		return
 	}
 
-	// 创建流式转换器，传入 modelOverride（跨协议场景覆写 model 字段）
-	streamConverter, err := h.engine.CreateStreamConverter(clientProtocol, providerProtocol, unifiedModelID, ifaceType)
+	// 发送流式请求
+	streamResp, err := h.client.SendStream(c.Request.Context(), *outSpec)
 	if err != nil {
-		h.writeConversionError(c, err, clientProtocol)
+		h.writeUpstreamUnavailable(c, err)
+		return
+	}
+	if streamResp.StatusCode < http.StatusOK || streamResp.StatusCode >= http.StatusMultipleChoices {
+		h.writeUpstreamResponse(c, conversion.HTTPResponseSpec{
+			StatusCode: streamResp.StatusCode,
+			Headers:    streamResp.Headers,
+			Body:       streamResp.Body,
+		})
 		return
 	}
 
-	// 发送流式请求
-	eventChan, err := h.client.SendStream(c.Request.Context(), *outSpec)
+	// 创建流式转换器，传入 modelOverride（跨协议场景覆写 model 字段）
+	streamConverter, err := h.engine.CreateStreamConverter(clientProtocol, providerProtocol, unifiedModelID, ifaceType)
 	if err != nil {
 		h.writeConversionError(c, err, clientProtocol)
 		return
@@ -222,37 +260,61 @@ func (h *ProxyHandler) handleStream(c *gin.Context, inSpec conversion.HTTPReques
 	c.Header("Connection", "keep-alive")
 
 	writer := bufio.NewWriter(c.Writer)
+	flushed := false
 
-	for event := range eventChan {
+	for event := range streamResp.Events {
 		if event.Error != nil {
-			h.logger.Error("流读取错误", zap.String("error", event.Error.Error()))
+			h.logger.Error("流读取错误", zap.Error(event.Error))
 			break
 		}
 		if event.Done {
 			// flush 转换器
 			chunks := streamConverter.Flush()
-			for _, chunk := range chunks {
-				writer.Write(chunk)
-				writer.Flush()
+			if err := h.writeStreamChunks(writer, chunks); err != nil {
+				h.logger.Warn("流式响应写回失败", zap.Error(err))
 			}
+			flushed = true
 			break
 		}
 
 		chunks := streamConverter.ProcessChunk(event.Data)
-		for _, chunk := range chunks {
-			writer.Write(chunk)
-			writer.Flush()
+		if err := h.writeStreamChunks(writer, chunks); err != nil {
+			h.logger.Warn("流式响应写回失败", zap.Error(err))
+			break
+		}
+	}
+	if !flushed {
+		chunks := streamConverter.Flush()
+		if err := h.writeStreamChunks(writer, chunks); err != nil {
+			h.logger.Warn("流式响应写回失败", zap.Error(err))
 		}
 	}
 
 	go func() {
-		_ = h.statsService.Record(routeResult.Provider.ID, routeResult.Model.ModelName)
+		_ = h.statsService.Record(routeResult.Provider.ID, routeResult.Model.ModelName) //nolint:errcheck // fire-and-forget 统计记录不阻塞请求
 	}()
 }
 
+func (h *ProxyHandler) writeStreamChunks(writer *bufio.Writer, chunks [][]byte) error {
+	for _, chunk := range chunks {
+		if _, err := writer.Write(chunk); err != nil {
+			return err
+		}
+
+		if err := writer.Flush(); err != nil {
+			return err
+		}
+	}
+
+	return nil
+}
+
 // isStreamRequest 判断是否流式请求
 func (h *ProxyHandler) isStreamRequest(body []byte, clientProtocol, nativePath string) bool {
-	ifaceType, _ := h.engine.DetectInterfaceType(nativePath, clientProtocol)
+	ifaceType, err := h.engine.DetectInterfaceType(nativePath, clientProtocol)
+	if err != nil {
+		return false
+	}
 	if ifaceType != conversion.InterfaceTypeChat {
 		return false
 	}
@@ -271,8 +333,8 @@ func (h *ProxyHandler) handleModelsList(c *gin.Context, adapter conversion.Proto
 	// 从数据库查询所有启用的模型
 	models, err := h.providerService.ListEnabledModels()
 	if err != nil {
-		h.logger.Error("查询启用模型失败", zap.String("error", err.Error()))
-		c.JSON(http.StatusInternalServerError, gin.H{"error": "查询模型失败"})
+		h.logger.Error("查询启用模型失败", zap.Error(err))
+		h.writeProxyError(c, http.StatusInternalServerError, "CONVERSION_FAILED", "查询模型失败")
 		return
 	}
 
@@ -293,8 +355,8 @@ func (h *ProxyHandler) handleModelsList(c *gin.Context, adapter conversion.Proto
 	// 使用 adapter 编码返回
 	body, err := adapter.EncodeModelsResponse(modelList)
 	if err != nil {
-		h.logger.Error("编码 Models 响应失败", zap.String("error", err.Error()))
-		c.JSON(http.StatusInternalServerError, gin.H{"error": "编码响应失败"})
+		h.logger.Error("编码 Models 响应失败", zap.Error(err))
+		h.writeProxyError(c, http.StatusInternalServerError, "CONVERSION_FAILED", "编码响应失败")
 		return
 	}
 
@@ -306,17 +368,14 @@ func (h *ProxyHandler) handleModelInfo(c *gin.Context, unifiedID string, adapter
 	// 解析统一模型 ID
 	providerID, modelName, err := modelid.ParseUnifiedModelID(unifiedID)
 	if err != nil {
-		c.JSON(http.StatusBadRequest, gin.H{
-			"error": "无效的统一模型 ID 格式",
-			"code":  "INVALID_MODEL_ID",
-		})
+		h.writeProxyError(c, http.StatusBadRequest, "INVALID_MODEL_ID", "无效的统一模型 ID 格式")
 		return
 	}
 
 	// 从数据库查询模型
 	model, err := h.providerService.GetModelByProviderAndName(providerID, modelName)
 	if err != nil {
-		c.JSON(http.StatusNotFound, gin.H{"error": "模型未找到"})
+		h.writeProxyError(c, http.StatusNotFound, "MODEL_NOT_FOUND", "模型未找到")
 		return
 	}
 
@@ -331,42 +390,104 @@ func (h *ProxyHandler) handleModelInfo(c *gin.Context, unifiedID string, adapter
 	// 使用 adapter 编码返回
 	body, err := adapter.EncodeModelInfoResponse(modelInfo)
 	if err != nil {
-		h.logger.Error("编码 ModelInfo 响应失败", zap.String("error", err.Error()))
-		c.JSON(http.StatusInternalServerError, gin.H{"error": "编码响应失败"})
+		h.logger.Error("编码 ModelInfo 响应失败", zap.Error(err))
+		h.writeProxyError(c, http.StatusInternalServerError, "CONVERSION_FAILED", "编码响应失败")
 		return
 	}
 
 	c.Data(http.StatusOK, "application/json", body)
 }
 
-// writeConversionError 写入转换错误
+// writeConversionError 写入网关层转换错误
 func (h *ProxyHandler) writeConversionError(c *gin.Context, err error, clientProtocol string) {
-	if convErr, ok := err.(*conversion.ConversionError); ok {
-		body, statusCode, _ := h.engine.EncodeError(convErr, clientProtocol)
-		c.Data(statusCode, "application/json", body)
+	var convErr *conversion.ConversionError
+	if errors.As(err, &convErr) {
+		statusCode, code, message := mapConversionError(convErr)
+		h.writeProxyError(c, statusCode, code, message)
 		return
 	}
-	c.JSON(http.StatusInternalServerError, gin.H{"error": err.Error()})
+	h.writeProxyError(c, http.StatusInternalServerError, "CONVERSION_FAILED", err.Error())
 }
 
-// writeError 写入路由错误
-func (h *ProxyHandler) writeError(c *gin.Context, err error, clientProtocol string) {
-	c.JSON(http.StatusNotFound, gin.H{"error": err.Error()})
+func mapConversionError(err *conversion.ConversionError) (int, string, string) {
+	switch err.Code {
+	case conversion.ErrorCodeJSONParseError:
+		if phase, ok := err.Details[conversion.ErrorDetailPhase].(string); ok && phase == conversion.ErrorPhaseRequest {
+			return http.StatusBadRequest, "INVALID_JSON", "请求体 JSON 格式错误"
+		}
+		return http.StatusInternalServerError, "CONVERSION_FAILED", err.Message
+	case conversion.ErrorCodeInvalidInput,
+		conversion.ErrorCodeMissingRequiredField,
+		conversion.ErrorCodeProtocolConstraint:
+		return http.StatusBadRequest, "INVALID_REQUEST", err.Message
+	case conversion.ErrorCodeInterfaceNotSupported:
+		return http.StatusBadRequest, "UNSUPPORTED_INTERFACE", err.Message
+	case conversion.ErrorCodeUnsupportedMultimodal:
+		return http.StatusBadRequest, "UNSUPPORTED_MULTIMODAL", err.Message
+	default:
+		return http.StatusInternalServerError, "CONVERSION_FAILED", err.Message
+	}
+}
+
+func (h *ProxyHandler) writeRouteError(c *gin.Context, err error) {
+	if appErr, ok := appErrors.AsAppError(err); ok {
+		switch appErr.Code {
+		case appErrors.ErrModelNotFound.Code, appErrors.ErrModelDisabled.Code:
+			h.writeProxyError(c, appErr.HTTPStatus, "MODEL_NOT_FOUND", appErr.Message)
+		case appErrors.ErrProviderNotFound.Code, appErrors.ErrProviderDisabled.Code:
+			h.writeProxyError(c, appErr.HTTPStatus, "PROVIDER_NOT_FOUND", appErr.Message)
+		default:
+			h.writeProxyError(c, appErr.HTTPStatus, "INVALID_REQUEST", appErr.Message)
+		}
+		return
+	}
+	h.writeProxyError(c, http.StatusNotFound, "MODEL_NOT_FOUND", err.Error())
+}
+
+func (h *ProxyHandler) writeUpstreamUnavailable(c *gin.Context, err error) {
+	h.logger.Error("上游不可达", zap.Error(err))
+	h.writeProxyError(c, http.StatusBadGateway, "UPSTREAM_UNAVAILABLE", "上游服务不可达")
+}
+
+func (h *ProxyHandler) writeProxyError(c *gin.Context, status int, code, message string) {
+	c.JSON(status, gin.H{
+		"error": message,
+		"code":  code,
+	})
+}
+
+func (h *ProxyHandler) writeConvertedResponse(c *gin.Context, resp conversion.HTTPResponseSpec) {
+	for k, v := range resp.Headers {
+		c.Header(k, v)
+	}
+	contentType := headerValue(resp.Headers, "Content-Type")
+	if contentType == "" {
+		contentType = "application/json"
+	}
+	c.Data(resp.StatusCode, contentType, resp.Body)
+}
+
+func (h *ProxyHandler) writeUpstreamResponse(c *gin.Context, resp conversion.HTTPResponseSpec) {
+	for k, v := range filterHopByHopHeaders(resp.Headers) {
+		c.Header(k, v)
+	}
+	contentType := headerValue(resp.Headers, "Content-Type")
+	c.Data(resp.StatusCode, contentType, resp.Body)
 }
 
 // forwardPassthrough 直接转发请求到上游（用于 GET 等无 model 的请求）
-func (h *ProxyHandler) forwardPassthrough(c *gin.Context, inSpec conversion.HTTPRequestSpec, clientProtocol string) {
+func (h *ProxyHandler) forwardPassthrough(c *gin.Context, inSpec conversion.HTTPRequestSpec, clientProtocol string, ifaceType conversion.InterfaceType, isStream bool) {
 	registry := h.engine.GetRegistry()
 	adapter, err := registry.Get(clientProtocol)
 	if err != nil {
-		c.JSON(http.StatusBadRequest, gin.H{"error": "不支持的协议: " + clientProtocol})
+		h.writeProxyError(c, http.StatusNotFound, "UNSUPPORTED_INTERFACE", "不支持的协议: "+clientProtocol)
 		return
 	}
 
 	providers, err := h.providerService.List()
 	if err != nil || len(providers) == 0 {
-		h.logger.Warn("无可用供应商转发 GET 请求", zap.String("path", inSpec.URL))
-		c.JSON(http.StatusNotFound, gin.H{"error": "没有可用的供应商。请先创建供应商和模型。"})
+		h.logger.Warn("无可用供应商转发请求", zap.String("path", inSpec.URL))
+		h.writeProxyError(c, http.StatusNotFound, "PROVIDER_NOT_FOUND", "没有可用的供应商。请先创建供应商和模型。")
 		return
 	}
 
@@ -376,19 +497,18 @@ func (h *ProxyHandler) forwardPassthrough(c *gin.Context, inSpec conversion.HTTP
 		providerProtocol = "openai"
 	}
 
-	ifaceType := adapter.DetectInterfaceType(inSpec.URL)
-
 	targetProvider := conversion.NewTargetProvider(p.BaseURL, p.APIKey, "")
 
 	var outSpec *conversion.HTTPRequestSpec
 	if clientProtocol == providerProtocol {
-		upstreamURL := p.BaseURL + inSpec.URL
+		upstreamPath := adapter.BuildUrl(stripRawQuery(inSpec.URL), ifaceType)
+		upstreamPath = appendRawQuery(upstreamPath, rawQueryFromPath(inSpec.URL))
 		headers := adapter.BuildHeaders(targetProvider)
 		if _, ok := headers["Content-Type"]; !ok {
 			headers["Content-Type"] = "application/json"
 		}
 		outSpec = &conversion.HTTPRequestSpec{
-			URL:     upstreamURL,
+			URL:     joinBaseURL(p.BaseURL, upstreamPath),
 			Method:  inSpec.Method,
 			Headers: headers,
 			Body:    inSpec.Body,
@@ -401,9 +521,18 @@ func (h *ProxyHandler) forwardPassthrough(c *gin.Context, inSpec conversion.HTTP
 		}
 	}
 
+	if isStream {
+		h.forwardStream(c, *outSpec, clientProtocol, providerProtocol, ifaceType)
+		return
+	}
+
 	resp, err := h.client.Send(c.Request.Context(), *outSpec)
 	if err != nil {
-		h.writeConversionError(c, err, clientProtocol)
+		h.writeUpstreamUnavailable(c, err)
+		return
+	}
+	if resp.StatusCode < http.StatusOK || resp.StatusCode >= http.StatusMultipleChoices {
+		h.writeUpstreamResponse(c, *resp)
 		return
 	}
 
@@ -413,13 +542,111 @@ func (h *ProxyHandler) forwardPassthrough(c *gin.Context, inSpec conversion.HTTP
 		return
 	}
 
-	for k, v := range convertedResp.Headers {
-		c.Header(k, v)
+	h.writeConvertedResponse(c, *convertedResp)
+}
+
+func (h *ProxyHandler) forwardStream(c *gin.Context, outSpec conversion.HTTPRequestSpec, clientProtocol, providerProtocol string, ifaceType conversion.InterfaceType) {
+	streamResp, err := h.client.SendStream(c.Request.Context(), outSpec)
+	if err != nil {
+		h.writeUpstreamUnavailable(c, err)
+		return
 	}
-	if c.GetHeader("Content-Type") == "" {
-		c.Header("Content-Type", "application/json")
+	if streamResp.StatusCode < http.StatusOK || streamResp.StatusCode >= http.StatusMultipleChoices {
+		h.writeUpstreamResponse(c, conversion.HTTPResponseSpec{
+			StatusCode: streamResp.StatusCode,
+			Headers:    streamResp.Headers,
+			Body:       streamResp.Body,
+		})
+		return
 	}
-	c.Data(convertedResp.StatusCode, "application/json", convertedResp.Body)
+
+	streamConverter, err := h.engine.CreateStreamConverter(clientProtocol, providerProtocol, "", ifaceType)
+	if err != nil {
+		h.writeConversionError(c, err, clientProtocol)
+		return
+	}
+
+	c.Header("Content-Type", "text/event-stream")
+	c.Header("Cache-Control", "no-cache")
+	c.Header("Connection", "keep-alive")
+
+	writer := bufio.NewWriter(c.Writer)
+	flushed := false
+	for event := range streamResp.Events {
+		if event.Error != nil {
+			h.logger.Error("透传流读取错误", zap.Error(event.Error))
+			break
+		}
+		if event.Done {
+			chunks := streamConverter.Flush()
+			if err := h.writeStreamChunks(writer, chunks); err != nil {
+				h.logger.Warn("透传流式响应写回失败", zap.Error(err))
+			}
+			flushed = true
+			break
+		}
+		chunks := streamConverter.ProcessChunk(event.Data)
+		if err := h.writeStreamChunks(writer, chunks); err != nil {
+			h.logger.Warn("透传流式响应写回失败", zap.Error(err))
+			break
+		}
+	}
+	if !flushed {
+		chunks := streamConverter.Flush()
+		if err := h.writeStreamChunks(writer, chunks); err != nil {
+			h.logger.Warn("透传流式响应写回失败", zap.Error(err))
+		}
+	}
+}
+
+func stripRawQuery(path string) string {
+	pathOnly, _, _ := strings.Cut(path, "?")
+	return pathOnly
+}
+
+func rawQueryFromPath(path string) string {
+	_, rawQuery, found := strings.Cut(path, "?")
+	if !found {
+		return ""
+	}
+	return rawQuery
+}
+
+func joinBaseURL(baseURL, path string) string {
+	return strings.TrimRight(baseURL, "/") + "/" + strings.TrimLeft(path, "/")
+}
+
+func headerValue(headers map[string]string, key string) string {
+	for k, v := range headers {
+		if strings.EqualFold(k, key) {
+			return v
+		}
+	}
+	return ""
+}
+
+func filterHopByHopHeaders(headers map[string]string) map[string]string {
+	if len(headers) == 0 {
+		return nil
+	}
+	hopByHop := map[string]struct{}{
+		"connection":          {},
+		"transfer-encoding":   {},
+		"keep-alive":          {},
+		"proxy-authenticate":  {},
+		"proxy-authorization": {},
+		"te":                  {},
+		"trailer":             {},
+		"upgrade":             {},
+	}
+	filtered := make(map[string]string, len(headers))
+	for k, v := range headers {
+		if _, skip := hopByHop[strings.ToLower(k)]; skip {
+			continue
+		}
+		filtered[k] = v
+	}
+	return filtered
 }
 
 // extractHeaders 从 Gin context 提取请求头

backend/internal/handler/proxy_handler_test.go

@@ -5,33 +5,34 @@ import (
 	"context"
 	"encoding/json"
 	"fmt"
+	"net/http"
 	"net/http/httptest"
 	"testing"
 
-	"github.com/gin-gonic/gin"
-	"github.com/stretchr/testify/assert"
-	"github.com/stretchr/testify/require"
-	"go.uber.org/mock/gomock"
-
 	"nex/backend/internal/conversion"
 	"nex/backend/internal/conversion/anthropic"
 	"nex/backend/internal/conversion/openai"
 	"nex/backend/internal/domain"
 	"nex/backend/internal/provider"
-	appErrors "nex/backend/pkg/errors"
 	"nex/backend/tests/mocks"
+
+	"github.com/gin-gonic/gin"
+	"github.com/stretchr/testify/assert"
+	"github.com/stretchr/testify/require"
+	"go.uber.org/mock/gomock"
+	"go.uber.org/zap"
+
+	appErrors "nex/backend/pkg/errors"
 )
 
 func init() {
 	gin.SetMode(gin.TestMode)
 }
 
-
-
 func setupProxyEngine(t *testing.T) *conversion.ConversionEngine {
 	t.Helper()
 	registry := conversion.NewMemoryRegistry()
-	engine := conversion.NewConversionEngine(registry, nil)
+	engine := conversion.NewConversionEngine(registry, zap.NewNop())
 	require.NoError(t, registry.Register(openai.NewAdapter()))
 	require.NoError(t, registry.Register(anthropic.NewAdapter()))
 	return engine
@@ -44,6 +45,7 @@ func newTestProxyHandler(engine *conversion.ConversionEngine, client *mocks.Mock
 		routingSvc,
 		providerSvc,
 		statsSvc,
+		zap.NewNop(),
 	)
 }
 
@@ -72,7 +74,7 @@ func TestProxyHandler_HandleProxy_NonStreamSuccess(t *testing.T) {
 
 	engine := setupProxyEngine(t)
 	routingSvc := mocks.NewMockRoutingService(ctrl)
-	routingSvc.EXPECT().RouteByModelName("", "").Return(&domain.RouteResult{
+	routingSvc.EXPECT().RouteByModelName("p1", "gpt-4").Return(&domain.RouteResult{
 		Provider: &domain.Provider{ID: "p1", Name: "Test", APIKey: "sk-test", BaseURL: "https://api.test.com", Protocol: "openai", Enabled: true},
 		Model:    &domain.Model{ID: "m1", ProviderID: "p1", ModelName: "gpt-4", Enabled: true},
 	}, nil)
@@ -91,8 +93,8 @@ func TestProxyHandler_HandleProxy_NonStreamSuccess(t *testing.T) {
 
 	w := httptest.NewRecorder()
 	c, _ := gin.CreateTestContext(w)
-	c.Params = gin.Params{{Key: "protocol", Value: "openai"}, {Key: "path", Value: "/chat/completions"}}
-	c.Request = httptest.NewRequest("POST", "/openai/chat/completions", bytes.NewReader([]byte(`{"model":"gpt-4","messages":[{"role":"user","content":"hi"}]}`)))
+	c.Params = gin.Params{{Key: "protocol", Value: "openai"}, {Key: "path", Value: "/v1/chat/completions"}}
+	c.Request = httptest.NewRequest("POST", "/openai/v1/chat/completions", bytes.NewReader([]byte(`{"model":"p1/gpt-4","messages":[{"role":"user","content":"hi"}]}`)))
 
 	h.HandleProxy(c)
 	assert.Equal(t, 200, w.Code)
@@ -108,20 +110,20 @@ func TestProxyHandler_HandleProxy_RoutingError_WithBody(t *testing.T) {
 
 	engine := setupProxyEngine(t)
 	routingSvc := mocks.NewMockRoutingService(ctrl)
-	routingSvc.EXPECT().RouteByModelName("", "").Return(nil, appErrors.ErrModelNotFound)
+	routingSvc.EXPECT().RouteByModelName("unknown", "model").Return(nil, appErrors.ErrModelNotFound)
 	providerSvc := mocks.NewMockProviderService(ctrl)
-	providerSvc.EXPECT().List().Return(nil, nil)
 	client := mocks.NewMockProviderClient(ctrl)
 	statsSvc := mocks.NewMockStatsService(ctrl)
 	h := newTestProxyHandler(engine, client, routingSvc, providerSvc, statsSvc)
 
 	w := httptest.NewRecorder()
 	c, _ := gin.CreateTestContext(w)
-	c.Params = gin.Params{{Key: "protocol", Value: "openai"}, {Key: "path", Value: "/chat/completions"}}
-	c.Request = httptest.NewRequest("POST", "/openai/chat/completions", bytes.NewReader([]byte(`{"model":"unknown","messages":[{"role":"user","content":"hi"}]}`)))
+	c.Params = gin.Params{{Key: "protocol", Value: "openai"}, {Key: "path", Value: "/v1/chat/completions"}}
+	c.Request = httptest.NewRequest("POST", "/openai/v1/chat/completions", bytes.NewReader([]byte(`{"model":"unknown/model","messages":[{"role":"user","content":"hi"}]}`)))
 
 	h.HandleProxy(c)
 	assert.Equal(t, 404, w.Code)
+	assert.Contains(t, w.Body.String(), "MODEL_NOT_FOUND")
 }
 
 func TestProxyHandler_HandleProxy_ConversionError(t *testing.T) {
@@ -130,7 +132,7 @@ func TestProxyHandler_HandleProxy_ConversionError(t *testing.T) {
 
 	engine := setupProxyEngine(t)
 	routingSvc := mocks.NewMockRoutingService(ctrl)
-	routingSvc.EXPECT().RouteByModelName("", "").Return(&domain.RouteResult{
+	routingSvc.EXPECT().RouteByModelName("p1", "gpt-4").Return(&domain.RouteResult{
 		Provider: &domain.Provider{ID: "p1", Name: "Test", APIKey: "sk-test", BaseURL: "https://api.test.com", Protocol: "openai", Enabled: true},
 		Model:    &domain.Model{ID: "m1", ProviderID: "p1", ModelName: "gpt-4", Enabled: true},
 	}, nil)
@@ -144,11 +146,12 @@ func TestProxyHandler_HandleProxy_ConversionError(t *testing.T) {
 
 	w := httptest.NewRecorder()
 	c, _ := gin.CreateTestContext(w)
-	c.Params = gin.Params{{Key: "protocol", Value: "openai"}, {Key: "path", Value: "/chat/completions"}}
-	c.Request = httptest.NewRequest("POST", "/openai/chat/completions", bytes.NewReader([]byte(`{"model":"gpt-4","messages":[{"role":"user","content":"hi"}]}`)))
+	c.Params = gin.Params{{Key: "protocol", Value: "openai"}, {Key: "path", Value: "/v1/chat/completions"}}
+	c.Request = httptest.NewRequest("POST", "/openai/v1/chat/completions", bytes.NewReader([]byte(`{"model":"p1/gpt-4","messages":[{"role":"user","content":"hi"}]}`)))
 
 	h.HandleProxy(c)
-	assert.Equal(t, 500, w.Code)
+	assert.Equal(t, 502, w.Code)
+	assert.JSONEq(t, `{"error":"上游服务不可达","code":"UPSTREAM_UNAVAILABLE"}`, w.Body.String())
 }
 
 func TestProxyHandler_HandleProxy_ClientSendError(t *testing.T) {
@@ -157,7 +160,7 @@ func TestProxyHandler_HandleProxy_ClientSendError(t *testing.T) {
 
 	engine := setupProxyEngine(t)
 	routingSvc := mocks.NewMockRoutingService(ctrl)
-	routingSvc.EXPECT().RouteByModelName("", "").Return(&domain.RouteResult{
+	routingSvc.EXPECT().RouteByModelName("p1", "gpt-4").Return(&domain.RouteResult{
 		Provider: &domain.Provider{ID: "p1", Name: "Test", APIKey: "sk-test", BaseURL: "https://api.test.com", Protocol: "openai", Enabled: true},
 		Model:    &domain.Model{ID: "m1", ProviderID: "p1", ModelName: "gpt-4", Enabled: true},
 	}, nil)
@@ -171,11 +174,12 @@ func TestProxyHandler_HandleProxy_ClientSendError(t *testing.T) {
 
 	w := httptest.NewRecorder()
 	c, _ := gin.CreateTestContext(w)
-	c.Params = gin.Params{{Key: "protocol", Value: "openai"}, {Key: "path", Value: "/chat/completions"}}
-	c.Request = httptest.NewRequest("POST", "/openai/chat/completions", bytes.NewReader([]byte(`{"model":"gpt-4","messages":[{"role":"user","content":"hi"}]}`)))
+	c.Params = gin.Params{{Key: "protocol", Value: "openai"}, {Key: "path", Value: "/v1/chat/completions"}}
+	c.Request = httptest.NewRequest("POST", "/openai/v1/chat/completions", bytes.NewReader([]byte(`{"model":"p1/gpt-4","messages":[{"role":"user","content":"hi"}]}`)))
 
 	h.HandleProxy(c)
-	assert.Equal(t, 500, w.Code)
+	assert.Equal(t, 502, w.Code)
+	assert.JSONEq(t, `{"error":"上游服务不可达","code":"UPSTREAM_UNAVAILABLE"}`, w.Body.String())
 }
 
 func TestProxyHandler_HandleProxy_StreamSuccess(t *testing.T) {
@@ -184,12 +188,12 @@ func TestProxyHandler_HandleProxy_StreamSuccess(t *testing.T) {
 
 	engine := setupProxyEngine(t)
 	routingSvc := mocks.NewMockRoutingService(ctrl)
-	routingSvc.EXPECT().RouteByModelName("", "").Return(&domain.RouteResult{
+	routingSvc.EXPECT().RouteByModelName("p1", "gpt-4").Return(&domain.RouteResult{
 		Provider: &domain.Provider{ID: "p1", Name: "Test", APIKey: "sk-test", BaseURL: "https://api.test.com", Protocol: "openai", Enabled: true},
 		Model:    &domain.Model{ID: "m1", ProviderID: "p1", ModelName: "gpt-4", Enabled: true},
 	}, nil)
 	client := mocks.NewMockProviderClient(ctrl)
-	client.EXPECT().SendStream(gomock.Any(), gomock.Any()).DoAndReturn(func(ctx context.Context, spec conversion.HTTPRequestSpec) (<-chan provider.StreamEvent, error) {
+	client.EXPECT().SendStream(gomock.Any(), gomock.Any()).DoAndReturn(func(ctx context.Context, spec conversion.HTTPRequestSpec) (*provider.StreamResponse, error) {
 		ch := make(chan provider.StreamEvent, 10)
 		go func() {
 			defer close(ch)
@@ -198,7 +202,7 @@ func TestProxyHandler_HandleProxy_StreamSuccess(t *testing.T) {
 			ch <- provider.StreamEvent{Data: []byte("data: [DONE]\n\n")}
 			ch <- provider.StreamEvent{Done: true}
 		}()
-		return ch, nil
+		return &provider.StreamResponse{StatusCode: 200, Headers: map[string]string{"Content-Type": "text/event-stream"}, Events: ch}, nil
 	})
 	providerSvc := mocks.NewMockProviderService(ctrl)
 	statsSvc := mocks.NewMockStatsService(ctrl)
@@ -207,13 +211,14 @@ func TestProxyHandler_HandleProxy_StreamSuccess(t *testing.T) {
 
 	w := httptest.NewRecorder()
 	c, _ := gin.CreateTestContext(w)
-	c.Params = gin.Params{{Key: "protocol", Value: "openai"}, {Key: "path", Value: "/chat/completions"}}
-	c.Request = httptest.NewRequest("POST", "/openai/chat/completions", bytes.NewReader([]byte(`{"model":"gpt-4","messages":[{"role":"user","content":"hi"}],"stream":true}`)))
+	c.Params = gin.Params{{Key: "protocol", Value: "openai"}, {Key: "path", Value: "/v1/chat/completions"}}
+	c.Request = httptest.NewRequest("POST", "/openai/v1/chat/completions", bytes.NewReader([]byte(`{"model":"p1/gpt-4","messages":[{"role":"user","content":"hi"}],"stream":true}`)))
 
 	h.HandleProxy(c)
 	assert.Equal(t, 200, w.Code)
 	assert.Equal(t, "text/event-stream", w.Header().Get("Content-Type"))
 	assert.Contains(t, w.Body.String(), "Hello")
+	assert.Contains(t, w.Body.String(), "p1/gpt-4")
 }
 
 func TestProxyHandler_HandleProxy_StreamError(t *testing.T) {
@@ -222,12 +227,12 @@ func TestProxyHandler_HandleProxy_StreamError(t *testing.T) {
 
 	engine := setupProxyEngine(t)
 	routingSvc := mocks.NewMockRoutingService(ctrl)
-	routingSvc.EXPECT().RouteByModelName("", "").Return(&domain.RouteResult{
+	routingSvc.EXPECT().RouteByModelName("p1", "gpt-4").Return(&domain.RouteResult{
 		Provider: &domain.Provider{ID: "p1", Name: "Test", APIKey: "sk-test", BaseURL: "https://api.test.com", Protocol: "openai", Enabled: true},
 		Model:    &domain.Model{ID: "m1", ProviderID: "p1", ModelName: "gpt-4", Enabled: true},
 	}, nil)
 	client := mocks.NewMockProviderClient(ctrl)
-	client.EXPECT().SendStream(gomock.Any(), gomock.Any()).DoAndReturn(func(ctx context.Context, spec conversion.HTTPRequestSpec) (<-chan provider.StreamEvent, error) {
+	client.EXPECT().SendStream(gomock.Any(), gomock.Any()).DoAndReturn(func(ctx context.Context, spec conversion.HTTPRequestSpec) (*provider.StreamResponse, error) {
 		return nil, context.DeadlineExceeded
 	})
 	providerSvc := mocks.NewMockProviderService(ctrl)
@@ -236,11 +241,12 @@ func TestProxyHandler_HandleProxy_StreamError(t *testing.T) {
 
 	w := httptest.NewRecorder()
 	c, _ := gin.CreateTestContext(w)
-	c.Params = gin.Params{{Key: "protocol", Value: "openai"}, {Key: "path", Value: "/chat/completions"}}
-	c.Request = httptest.NewRequest("POST", "/openai/chat/completions", bytes.NewReader([]byte(`{"model":"gpt-4","messages":[{"role":"user","content":"hi"}],"stream":true}`)))
+	c.Params = gin.Params{{Key: "protocol", Value: "openai"}, {Key: "path", Value: "/v1/chat/completions"}}
+	c.Request = httptest.NewRequest("POST", "/openai/v1/chat/completions", bytes.NewReader([]byte(`{"model":"p1/gpt-4","messages":[{"role":"user","content":"hi"}],"stream":true}`)))
 
 	h.HandleProxy(c)
-	assert.Equal(t, 500, w.Code)
+	assert.Equal(t, 502, w.Code)
+	assert.JSONEq(t, `{"error":"上游服务不可达","code":"UPSTREAM_UNAVAILABLE"}`, w.Body.String())
 }
 
 func TestProxyHandler_ForwardPassthrough_GET(t *testing.T) {
@@ -260,8 +266,8 @@ func TestProxyHandler_ForwardPassthrough_GET(t *testing.T) {
 
 	w := httptest.NewRecorder()
 	c, _ := gin.CreateTestContext(w)
-	c.Params = gin.Params{{Key: "protocol", Value: "openai"}, {Key: "path", Value: "/models"}}
-	c.Request = httptest.NewRequest("GET", "/openai/models", nil)
+	c.Params = gin.Params{{Key: "protocol", Value: "openai"}, {Key: "path", Value: "/v1/models"}}
+	c.Request = httptest.NewRequest("GET", "/openai/v1/models", nil)
 
 	h.HandleProxy(c)
 	assert.Equal(t, 200, w.Code)
@@ -281,11 +287,11 @@ func TestProxyHandler_ForwardPassthrough_UnsupportedProtocol(t *testing.T) {
 
 	w := httptest.NewRecorder()
 	c, _ := gin.CreateTestContext(w)
-	c.Params = gin.Params{{Key: "protocol", Value: "unknown"}, {Key: "path", Value: "/models"}}
+	c.Params = gin.Params{{Key: "protocol", Value: "unknown"}, {Key: "path", Value: "/v1/models"}}
 	c.Request = httptest.NewRequest("GET", "/unknown/models", nil)
 
 	h.HandleProxy(c)
-	assert.Equal(t, 400, w.Code)
+	assert.Equal(t, 404, w.Code)
 }
 
 func TestProxyHandler_ForwardPassthrough_NoProviders(t *testing.T) {
@@ -303,8 +309,8 @@ func TestProxyHandler_ForwardPassthrough_NoProviders(t *testing.T) {
 
 	w := httptest.NewRecorder()
 	c, _ := gin.CreateTestContext(w)
-	c.Params = gin.Params{{Key: "protocol", Value: "openai"}, {Key: "path", Value: "/models"}}
-	c.Request = httptest.NewRequest("GET", "/openai/models", nil)
+	c.Params = gin.Params{{Key: "protocol", Value: "openai"}, {Key: "path", Value: "/v1/models"}}
+	c.Request = httptest.NewRequest("GET", "/openai/v1/models", nil)
 
 	h.HandleProxy(c)
 	assert.Equal(t, 200, w.Code)
@@ -328,7 +334,7 @@ func TestProxyHandler_HandleProxy_ProviderProtocolDefault(t *testing.T) {
 
 	engine := setupProxyEngine(t)
 	routingSvc := mocks.NewMockRoutingService(ctrl)
-	routingSvc.EXPECT().RouteByModelName("", "").Return(&domain.RouteResult{
+	routingSvc.EXPECT().RouteByModelName("p1", "gpt-4").Return(&domain.RouteResult{
 		Provider: &domain.Provider{ID: "p1", Name: "Test", APIKey: "sk-test", BaseURL: "https://api.test.com", Protocol: "", Enabled: true},
 		Model:    &domain.Model{ID: "m1", ProviderID: "p1", ModelName: "gpt-4", Enabled: true},
 	}, nil)
@@ -346,8 +352,8 @@ func TestProxyHandler_HandleProxy_ProviderProtocolDefault(t *testing.T) {
 
 	w := httptest.NewRecorder()
 	c, _ := gin.CreateTestContext(w)
-	c.Params = gin.Params{{Key: "protocol", Value: "openai"}, {Key: "path", Value: "/chat/completions"}}
-	c.Request = httptest.NewRequest("POST", "/openai/chat/completions", bytes.NewReader([]byte(`{"model":"gpt-4","messages":[{"role":"user","content":"hi"}]}`)))
+	c.Params = gin.Params{{Key: "protocol", Value: "openai"}, {Key: "path", Value: "/v1/chat/completions"}}
+	c.Request = httptest.NewRequest("POST", "/openai/v1/chat/completions", bytes.NewReader([]byte(`{"model":"p1/gpt-4","messages":[{"role":"user","content":"hi"}]}`)))
 
 	h.HandleProxy(c)
 	assert.Equal(t, 200, w.Code)
@@ -370,6 +376,7 @@ func TestProxyHandler_WriteConversionError_NonConversionError(t *testing.T) {
 
 	h.writeConversionError(c, context.DeadlineExceeded, "openai")
 	assert.Equal(t, 500, w.Code)
+	assert.JSONEq(t, `{"error":"context deadline exceeded","code":"CONVERSION_FAILED"}`, w.Body.String())
 }
 
 func TestProxyHandler_WriteConversionError_ConversionError(t *testing.T) {
@@ -389,7 +396,40 @@ func TestProxyHandler_WriteConversionError_ConversionError(t *testing.T) {
 
 	convErr := conversion.NewConversionError(conversion.ErrorCodeInvalidInput, "bad request")
 	h.writeConversionError(c, convErr, "openai")
-	assert.Equal(t, 500, w.Code)
+	assert.Equal(t, 400, w.Code)
+	assert.JSONEq(t, `{"error":"bad request","code":"INVALID_REQUEST"}`, w.Body.String())
+}
+
+func TestProxyHandler_WriteConversionError_JSONPhase(t *testing.T) {
+	ctrl := gomock.NewController(t)
+	defer ctrl.Finish()
+
+	engine := setupProxyEngine(t)
+	client := mocks.NewMockProviderClient(ctrl)
+	routingSvc := mocks.NewMockRoutingService(ctrl)
+	providerSvc := mocks.NewMockProviderService(ctrl)
+	statsSvc := mocks.NewMockStatsService(ctrl)
+	h := newTestProxyHandler(engine, client, routingSvc, providerSvc, statsSvc)
+
+	t.Run("request json parse error", func(t *testing.T) {
+		w := httptest.NewRecorder()
+		c, _ := gin.CreateTestContext(w)
+		c.Request = httptest.NewRequest("POST", "/", nil)
+
+		h.writeConversionError(c, conversion.NewRequestJSONParseError("解码请求失败", context.Canceled), "openai")
+		assert.Equal(t, http.StatusBadRequest, w.Code)
+		assert.JSONEq(t, `{"error":"请求体 JSON 格式错误","code":"INVALID_JSON"}`, w.Body.String())
+	})
+
+	t.Run("response json parse error", func(t *testing.T) {
+		w := httptest.NewRecorder()
+		c, _ := gin.CreateTestContext(w)
+		c.Request = httptest.NewRequest("POST", "/", nil)
+
+		h.writeConversionError(c, conversion.NewResponseJSONParseError("解码响应失败", context.Canceled), "openai")
+		assert.Equal(t, http.StatusInternalServerError, w.Code)
+		assert.JSONEq(t, `{"error":"解码响应失败","code":"CONVERSION_FAILED"}`, w.Body.String())
+	})
 }
 
 func TestProxyHandler_HandleProxy_EmptyBody(t *testing.T) {
@@ -409,8 +449,8 @@ func TestProxyHandler_HandleProxy_EmptyBody(t *testing.T) {
 
 	w := httptest.NewRecorder()
 	c, _ := gin.CreateTestContext(w)
-	c.Params = gin.Params{{Key: "protocol", Value: "openai"}, {Key: "path", Value: "/models"}}
-	c.Request = httptest.NewRequest("GET", "/openai/models", nil)
+	c.Params = gin.Params{{Key: "protocol", Value: "openai"}, {Key: "path", Value: "/v1/models"}}
+	c.Request = httptest.NewRequest("GET", "/openai/v1/models", nil)
 
 	h.HandleProxy(c)
 	assert.Equal(t, 200, w.Code)
@@ -422,19 +462,19 @@ func TestProxyHandler_HandleStream_MidStreamError(t *testing.T) {
 
 	engine := setupProxyEngine(t)
 	routingSvc := mocks.NewMockRoutingService(ctrl)
-	routingSvc.EXPECT().RouteByModelName("", "").Return(&domain.RouteResult{
+	routingSvc.EXPECT().RouteByModelName("p1", "gpt-4").Return(&domain.RouteResult{
 		Provider: &domain.Provider{ID: "p1", Name: "Test", APIKey: "sk-test", BaseURL: "https://api.test.com", Protocol: "openai", Enabled: true},
 		Model:    &domain.Model{ID: "m1", ProviderID: "p1", ModelName: "gpt-4", Enabled: true},
 	}, nil)
 	client := mocks.NewMockProviderClient(ctrl)
-	client.EXPECT().SendStream(gomock.Any(), gomock.Any()).DoAndReturn(func(ctx context.Context, spec conversion.HTTPRequestSpec) (<-chan provider.StreamEvent, error) {
+	client.EXPECT().SendStream(gomock.Any(), gomock.Any()).DoAndReturn(func(ctx context.Context, spec conversion.HTTPRequestSpec) (*provider.StreamResponse, error) {
 		ch := make(chan provider.StreamEvent, 10)
 		go func() {
 			defer close(ch)
 			ch <- provider.StreamEvent{Data: []byte("data: {\"id\":\"1\",\"object\":\"chat.completion.chunk\",\"choices\":[{\"index\":0,\"delta\":{\"content\":\"Hello\"}}]}\n\n")}
 			ch <- provider.StreamEvent{Error: fmt.Errorf("connection reset by peer")}
 		}()
-		return ch, nil
+		return &provider.StreamResponse{StatusCode: 200, Headers: map[string]string{"Content-Type": "text/event-stream"}, Events: ch}, nil
 	})
 	providerSvc := mocks.NewMockProviderService(ctrl)
 	statsSvc := mocks.NewMockStatsService(ctrl)
@@ -443,8 +483,8 @@ func TestProxyHandler_HandleStream_MidStreamError(t *testing.T) {
 
 	w := httptest.NewRecorder()
 	c, _ := gin.CreateTestContext(w)
-	c.Params = gin.Params{{Key: "protocol", Value: "openai"}, {Key: "path", Value: "/chat/completions"}}
-	c.Request = httptest.NewRequest("POST", "/openai/chat/completions", bytes.NewReader([]byte(`{"model":"gpt-4","messages":[{"role":"user","content":"hi"}],"stream":true}`)))
+	c.Params = gin.Params{{Key: "protocol", Value: "openai"}, {Key: "path", Value: "/v1/chat/completions"}}
+	c.Request = httptest.NewRequest("POST", "/openai/v1/chat/completions", bytes.NewReader([]byte(`{"model":"p1/gpt-4","messages":[{"role":"user","content":"hi"}],"stream":true}`)))
 
 	h.HandleProxy(c)
 	assert.Equal(t, 200, w.Code)
@@ -459,12 +499,12 @@ func TestProxyHandler_HandleStream_FlushOutput(t *testing.T) {
 
 	engine := setupProxyEngine(t)
 	routingSvc := mocks.NewMockRoutingService(ctrl)
-	routingSvc.EXPECT().RouteByModelName("", "").Return(&domain.RouteResult{
+	routingSvc.EXPECT().RouteByModelName("p1", "gpt-4").Return(&domain.RouteResult{
 		Provider: &domain.Provider{ID: "p1", Name: "Test", APIKey: "sk-test", BaseURL: "https://api.test.com", Protocol: "openai", Enabled: true},
 		Model:    &domain.Model{ID: "m1", ProviderID: "p1", ModelName: "gpt-4", Enabled: true},
 	}, nil)
 	client := mocks.NewMockProviderClient(ctrl)
-	client.EXPECT().SendStream(gomock.Any(), gomock.Any()).DoAndReturn(func(ctx context.Context, spec conversion.HTTPRequestSpec) (<-chan provider.StreamEvent, error) {
+	client.EXPECT().SendStream(gomock.Any(), gomock.Any()).DoAndReturn(func(ctx context.Context, spec conversion.HTTPRequestSpec) (*provider.StreamResponse, error) {
 		ch := make(chan provider.StreamEvent, 10)
 		go func() {
 			defer close(ch)
@@ -472,7 +512,7 @@ func TestProxyHandler_HandleStream_FlushOutput(t *testing.T) {
 			ch <- provider.StreamEvent{Data: []byte("data: [DONE]\n\n")}
 			ch <- provider.StreamEvent{Done: true}
 		}()
-		return ch, nil
+		return &provider.StreamResponse{StatusCode: 200, Headers: map[string]string{"Content-Type": "text/event-stream"}, Events: ch}, nil
 	})
 	providerSvc := mocks.NewMockProviderService(ctrl)
 	statsSvc := mocks.NewMockStatsService(ctrl)
@@ -481,8 +521,8 @@ func TestProxyHandler_HandleStream_FlushOutput(t *testing.T) {
 
 	w := httptest.NewRecorder()
 	c, _ := gin.CreateTestContext(w)
-	c.Params = gin.Params{{Key: "protocol", Value: "openai"}, {Key: "path", Value: "/chat/completions"}}
-	c.Request = httptest.NewRequest("POST", "/openai/chat/completions", bytes.NewReader([]byte(`{"model":"gpt-4","messages":[{"role":"user","content":"hi"}],"stream":true}`)))
+	c.Params = gin.Params{{Key: "protocol", Value: "openai"}, {Key: "path", Value: "/v1/chat/completions"}}
+	c.Request = httptest.NewRequest("POST", "/openai/v1/chat/completions", bytes.NewReader([]byte(`{"model":"p1/gpt-4","messages":[{"role":"user","content":"hi"}],"stream":true}`)))
 
 	h.HandleProxy(c)
 	assert.Equal(t, 200, w.Code)
@@ -499,12 +539,12 @@ func TestProxyHandler_HandleStream_CreateStreamConverterError(t *testing.T) {
 	defer ctrl.Finish()
 
 	registry := conversion.NewMemoryRegistry()
-	engine := conversion.NewConversionEngine(registry, nil)
+	engine := conversion.NewConversionEngine(registry, zap.NewNop())
 	err := registry.Register(openai.NewAdapter())
 	require.NoError(t, err)
 
 	routingSvc := mocks.NewMockRoutingService(ctrl)
-	routingSvc.EXPECT().RouteByModelName("", "").Return(&domain.RouteResult{
+	routingSvc.EXPECT().RouteByModelName("p1", "gpt-4").Return(&domain.RouteResult{
 		Provider: &domain.Provider{ID: "p1", Name: "Test", APIKey: "sk-test", BaseURL: "https://api.test.com", Protocol: "nonexistent", Enabled: true},
 		Model:    &domain.Model{ID: "m1", ProviderID: "p1", ModelName: "gpt-4", Enabled: true},
 	}, nil)
@@ -515,8 +555,8 @@ func TestProxyHandler_HandleStream_CreateStreamConverterError(t *testing.T) {
 
 	w := httptest.NewRecorder()
 	c, _ := gin.CreateTestContext(w)
-	c.Params = gin.Params{{Key: "protocol", Value: "openai"}, {Key: "path", Value: "/chat/completions"}}
-	c.Request = httptest.NewRequest("POST", "/openai/chat/completions", bytes.NewReader([]byte(`{"model":"gpt-4","messages":[{"role":"user","content":"hi"}],"stream":true}`)))
+	c.Params = gin.Params{{Key: "protocol", Value: "openai"}, {Key: "path", Value: "/v1/chat/completions"}}
+	c.Request = httptest.NewRequest("POST", "/openai/v1/chat/completions", bytes.NewReader([]byte(`{"model":"p1/gpt-4","messages":[{"role":"user","content":"hi"}],"stream":true}`)))
 
 	h.HandleProxy(c)
 	assert.Equal(t, 500, w.Code)
@@ -527,11 +567,11 @@ func TestProxyHandler_HandleStream_ConvertRequestError(t *testing.T) {
 	defer ctrl.Finish()
 
 	registry := conversion.NewMemoryRegistry()
-	engine := conversion.NewConversionEngine(registry, nil)
+	engine := conversion.NewConversionEngine(registry, zap.NewNop())
 	require.NoError(t, registry.Register(openai.NewAdapter()))
 
 	routingSvc := mocks.NewMockRoutingService(ctrl)
-	routingSvc.EXPECT().RouteByModelName("", "").Return(&domain.RouteResult{
+	routingSvc.EXPECT().RouteByModelName("p1", "gpt-4").Return(&domain.RouteResult{
 		Provider: &domain.Provider{ID: "p1", Name: "Test", APIKey: "sk-test", BaseURL: "https://api.test.com", Protocol: "nonexistent", Enabled: true},
 		Model:    &domain.Model{ID: "m1", ProviderID: "p1", ModelName: "gpt-4", Enabled: true},
 	}, nil)
@@ -542,8 +582,8 @@ func TestProxyHandler_HandleStream_ConvertRequestError(t *testing.T) {
 
 	w := httptest.NewRecorder()
 	c, _ := gin.CreateTestContext(w)
-	c.Params = gin.Params{{Key: "protocol", Value: "openai"}, {Key: "path", Value: "/chat/completions"}}
-	c.Request = httptest.NewRequest("POST", "/openai/chat/completions", bytes.NewReader([]byte(`{"model":"gpt-4","messages":[{"role":"user","content":"hi"}],"stream":true}`)))
+	c.Params = gin.Params{{Key: "protocol", Value: "openai"}, {Key: "path", Value: "/v1/chat/completions"}}
+	c.Request = httptest.NewRequest("POST", "/openai/v1/chat/completions", bytes.NewReader([]byte(`{"model":"p1/gpt-4","messages":[{"role":"user","content":"hi"}],"stream":true}`)))
 
 	h.HandleProxy(c)
 	assert.Equal(t, 500, w.Code)
@@ -554,12 +594,12 @@ func TestProxyHandler_HandleNonStream_ConvertResponseError(t *testing.T) {
 	defer ctrl.Finish()
 
 	registry := conversion.NewMemoryRegistry()
-	engine := conversion.NewConversionEngine(registry, nil)
+	engine := conversion.NewConversionEngine(registry, zap.NewNop())
 	require.NoError(t, registry.Register(openai.NewAdapter()))
 	require.NoError(t, registry.Register(anthropic.NewAdapter()))
 
 	routingSvc := mocks.NewMockRoutingService(ctrl)
-	routingSvc.EXPECT().RouteByModelName("", "").Return(&domain.RouteResult{
+	routingSvc.EXPECT().RouteByModelName("p1", "gpt-4").Return(&domain.RouteResult{
 		Provider: &domain.Provider{ID: "p1", Name: "Test", APIKey: "sk-test", BaseURL: "https://api.test.com", Protocol: "anthropic", Enabled: true},
 		Model:    &domain.Model{ID: "m1", ProviderID: "p1", ModelName: "claude-3", Enabled: true},
 	}, nil)
@@ -577,8 +617,8 @@ func TestProxyHandler_HandleNonStream_ConvertResponseError(t *testing.T) {
 
 	w := httptest.NewRecorder()
 	c, _ := gin.CreateTestContext(w)
-	c.Params = gin.Params{{Key: "protocol", Value: "openai"}, {Key: "path", Value: "/chat/completions"}}
-	c.Request = httptest.NewRequest("POST", "/openai/chat/completions", bytes.NewReader([]byte(`{"model":"claude-3","messages":[{"role":"user","content":"hi"}]}`)))
+	c.Params = gin.Params{{Key: "protocol", Value: "openai"}, {Key: "path", Value: "/v1/chat/completions"}}
+	c.Request = httptest.NewRequest("POST", "/openai/v1/chat/completions", bytes.NewReader([]byte(`{"model":"p1/gpt-4","messages":[{"role":"user","content":"hi"}]}`)))
 
 	h.HandleProxy(c)
 	assert.Equal(t, 500, w.Code)
@@ -590,7 +630,7 @@ func TestProxyHandler_HandleNonStream_ResponseHeaders(t *testing.T) {
 
 	engine := setupProxyEngine(t)
 	routingSvc := mocks.NewMockRoutingService(ctrl)
-	routingSvc.EXPECT().RouteByModelName("", "").Return(&domain.RouteResult{
+	routingSvc.EXPECT().RouteByModelName("p1", "gpt-4").Return(&domain.RouteResult{
 		Provider: &domain.Provider{ID: "p1", Name: "Test", APIKey: "sk-test", BaseURL: "https://api.test.com", Protocol: "openai", Enabled: true},
 		Model:    &domain.Model{ID: "m1", ProviderID: "p1", ModelName: "gpt-4", Enabled: true},
 	}, nil)
@@ -609,8 +649,8 @@ func TestProxyHandler_HandleNonStream_ResponseHeaders(t *testing.T) {
 
 	w := httptest.NewRecorder()
 	c, _ := gin.CreateTestContext(w)
-	c.Params = gin.Params{{Key: "protocol", Value: "openai"}, {Key: "path", Value: "/chat/completions"}}
-	c.Request = httptest.NewRequest("POST", "/openai/chat/completions", bytes.NewReader([]byte(`{"model":"gpt-4","messages":[{"role":"user","content":"hi"}]}`)))
+	c.Params = gin.Params{{Key: "protocol", Value: "openai"}, {Key: "path", Value: "/v1/chat/completions"}}
+	c.Request = httptest.NewRequest("POST", "/openai/v1/chat/completions", bytes.NewReader([]byte(`{"model":"p1/gpt-4","messages":[{"role":"user","content":"hi"}]}`)))
 
 	h.HandleProxy(c)
 	assert.Equal(t, 200, w.Code)
@@ -623,7 +663,7 @@ func TestProxyHandler_ForwardPassthrough_CrossProtocol(t *testing.T) {
 	defer ctrl.Finish()
 
 	registry := conversion.NewMemoryRegistry()
-	engine := conversion.NewConversionEngine(registry, nil)
+	engine := conversion.NewConversionEngine(registry, zap.NewNop())
 	require.NoError(t, registry.Register(openai.NewAdapter()))
 
 	anthropicAdapter := anthropic.NewAdapter()
@@ -641,8 +681,8 @@ func TestProxyHandler_ForwardPassthrough_CrossProtocol(t *testing.T) {
 
 	w := httptest.NewRecorder()
 	c, _ := gin.CreateTestContext(w)
-	c.Params = gin.Params{{Key: "protocol", Value: "openai"}, {Key: "path", Value: "/models"}}
-	c.Request = httptest.NewRequest("GET", "/openai/models", nil)
+	c.Params = gin.Params{{Key: "protocol", Value: "openai"}, {Key: "path", Value: "/v1/models"}}
+	c.Request = httptest.NewRequest("GET", "/openai/v1/models", nil)
 
 	h.HandleProxy(c)
 	assert.Equal(t, 200, w.Code)
@@ -665,8 +705,8 @@ func TestProxyHandler_ForwardPassthrough_NoBody_NoModel(t *testing.T) {
 
 	w := httptest.NewRecorder()
 	c, _ := gin.CreateTestContext(w)
-	c.Params = gin.Params{{Key: "protocol", Value: "openai"}, {Key: "path", Value: "/models"}}
-	c.Request = httptest.NewRequest("GET", "/openai/models", nil)
+	c.Params = gin.Params{{Key: "protocol", Value: "openai"}, {Key: "path", Value: "/v1/models"}}
+	c.Request = httptest.NewRequest("GET", "/openai/v1/models", nil)
 
 	h.HandleProxy(c)
 	assert.Equal(t, 200, w.Code)
@@ -689,10 +729,10 @@ func TestIsStreamRequest_EdgeCases(t *testing.T) {
 		path     string
 		expected bool
 	}{
-		{"stream at end of JSON", `{"messages":[],"stream":true}`, "/chat/completions", true},
-		{"stream with spaces", `{"stream" :  true}`, "/chat/completions", true},
-		{"stream embedded in string value", `{"model":"stream:true"}`, "/chat/completions", false},
-		{"empty body", "", "/chat/completions", false},
+		{"stream at end of JSON", `{"messages":[],"stream":true}`, "/v1/chat/completions", true},
+		{"stream with spaces", `{"stream" :  true}`, "/v1/chat/completions", true},
+		{"stream embedded in string value", `{"model":"stream:true"}`, "/v1/chat/completions", false},
+		{"empty body", "", "/v1/chat/completions", false},
 		{"stream true embeddings", `{"model":"text-emb","stream":true}`, "/v1/embeddings", false},
 	}
 
@@ -719,8 +759,9 @@ func TestProxyHandler_WriteError_RouteError(t *testing.T) {
 	c, _ := gin.CreateTestContext(w)
 	c.Request = httptest.NewRequest("POST", "/", nil)
 
-	h.writeError(c, fmt.Errorf("model not found"), "openai")
+	h.writeRouteError(c, fmt.Errorf("model not found"))
 	assert.Equal(t, 404, w.Code)
+	assert.Contains(t, w.Body.String(), "MODEL_NOT_FOUND")
 }
 
 func TestProxyHandler_HandleProxy_RouteEmptyBody_NoModel(t *testing.T) {
@@ -740,8 +781,8 @@ func TestProxyHandler_HandleProxy_RouteEmptyBody_NoModel(t *testing.T) {
 
 	w := httptest.NewRecorder()
 	c, _ := gin.CreateTestContext(w)
-	c.Params = gin.Params{{Key: "protocol", Value: "openai"}, {Key: "path", Value: "/models"}}
-	c.Request = httptest.NewRequest("GET", "/openai/models", nil)
+	c.Params = gin.Params{{Key: "protocol", Value: "openai"}, {Key: "path", Value: "/v1/models"}}
+	c.Request = httptest.NewRequest("GET", "/openai/v1/models", nil)
 
 	h.HandleProxy(c)
 	assert.Equal(t, 200, w.Code)
@@ -764,35 +805,35 @@ func TestIsStreamRequest(t *testing.T) {
 			name:           "stream true",
 			body:           []byte(`{"model": "gpt-4", "stream": true}`),
 			clientProtocol: "openai",
-			nativePath:     "/chat/completions",
+			nativePath:     "/v1/chat/completions",
 			expected:       true,
 		},
 		{
 			name:           "stream false",
 			body:           []byte(`{"model": "gpt-4", "stream": false}`),
 			clientProtocol: "openai",
-			nativePath:     "/chat/completions",
+			nativePath:     "/v1/chat/completions",
 			expected:       false,
 		},
 		{
 			name:           "no stream field",
 			body:           []byte(`{"model": "gpt-4"}`),
 			clientProtocol: "openai",
-			nativePath:     "/chat/completions",
+			nativePath:     "/v1/chat/completions",
 			expected:       false,
 		},
 		{
 			name:           "invalid json",
 			body:           []byte(`{invalid}`),
 			clientProtocol: "openai",
-			nativePath:     "/chat/completions",
+			nativePath:     "/v1/chat/completions",
 			expected:       false,
 		},
 		{
 			name:           "not chat endpoint",
 			body:           []byte(`{"model": "gpt-4", "stream": true}`),
 			clientProtocol: "openai",
-			nativePath:     "/models",
+			nativePath:     "/v1/models",
 			expected:       false,
 		},
 		{
@@ -830,8 +871,8 @@ func TestProxyHandler_HandleProxy_Models_LocalAggregation(t *testing.T) {
 
 	w := httptest.NewRecorder()
 	c, _ := gin.CreateTestContext(w)
-	c.Params = gin.Params{{Key: "protocol", Value: "openai"}, {Key: "path", Value: "/models"}}
-	c.Request = httptest.NewRequest("GET", "/openai/models", nil)
+	c.Params = gin.Params{{Key: "protocol", Value: "openai"}, {Key: "path", Value: "/v1/models"}}
+	c.Request = httptest.NewRequest("GET", "/openai/v1/models", nil)
 
 	h.HandleProxy(c)
 	assert.Equal(t, 200, w.Code)
@@ -842,7 +883,8 @@ func TestProxyHandler_HandleProxy_Models_LocalAggregation(t *testing.T) {
 	require.True(t, ok)
 	assert.Len(t, data, 2)
 
-	first := data[0].(map[string]interface{})
+	first, ok2 := data[0].(map[string]interface{})
+	require.True(t, ok2)
 	assert.Equal(t, "openai/gpt-4", first["id"])
 }
 
@@ -860,8 +902,8 @@ func TestProxyHandler_HandleProxy_ModelInfo_LocalQuery(t *testing.T) {
 
 	w := httptest.NewRecorder()
 	c, _ := gin.CreateTestContext(w)
-	c.Params = gin.Params{{Key: "protocol", Value: "openai"}, {Key: "path", Value: "/models/openai/gpt-4"}}
-	c.Request = httptest.NewRequest("GET", "/openai/models/openai/gpt-4", nil)
+	c.Params = gin.Params{{Key: "protocol", Value: "openai"}, {Key: "path", Value: "/v1/models/openai/gpt-4"}}
+	c.Request = httptest.NewRequest("GET", "/openai/v1/models/openai/gpt-4", nil)
 
 	h.HandleProxy(c)
 	assert.Equal(t, 200, w.Code)
@@ -894,8 +936,8 @@ func TestProxyHandler_HandleProxy_Models_EmptySuffix_ForwardPassthrough(t *testi
 
 	w := httptest.NewRecorder()
 	c, _ := gin.CreateTestContext(w)
-	c.Params = gin.Params{{Key: "protocol", Value: "openai"}, {Key: "path", Value: "/models/"}}
-	c.Request = httptest.NewRequest("GET", "/openai/models/", nil)
+	c.Params = gin.Params{{Key: "protocol", Value: "openai"}, {Key: "path", Value: "/v1/models/"}}
+	c.Request = httptest.NewRequest("GET", "/openai/v1/models/", nil)
 
 	h.HandleProxy(c)
 	assert.Equal(t, 200, w.Code)
@@ -916,7 +958,7 @@ func TestProxyHandler_HandleProxy_SmartPassthrough_UnifiedID(t *testing.T) {
 	client := mocks.NewMockProviderClient(ctrl)
 	client.EXPECT().Send(gomock.Any(), gomock.Any()).DoAndReturn(func(ctx context.Context, spec conversion.HTTPRequestSpec) (*conversion.HTTPResponseSpec, error) {
 		var req map[string]interface{}
-		json.Unmarshal(spec.Body, &req)
+		require.NoError(t, json.Unmarshal(spec.Body, &req))
 		assert.Equal(t, "gpt-4", req["model"])
 
 		return &conversion.HTTPResponseSpec{
@@ -932,8 +974,8 @@ func TestProxyHandler_HandleProxy_SmartPassthrough_UnifiedID(t *testing.T) {
 
 	w := httptest.NewRecorder()
 	c, _ := gin.CreateTestContext(w)
-	c.Params = gin.Params{{Key: "protocol", Value: "openai"}, {Key: "path", Value: "/chat/completions"}}
-	c.Request = httptest.NewRequest("POST", "/openai/chat/completions", bytes.NewReader([]byte(`{"model":"openai_p/gpt-4","messages":[{"role":"user","content":"hi"}]}`)))
+	c.Params = gin.Params{{Key: "protocol", Value: "openai"}, {Key: "path", Value: "/v1/chat/completions"}}
+	c.Request = httptest.NewRequest("POST", "/openai/v1/chat/completions", bytes.NewReader([]byte(`{"model":"openai_p/gpt-4","messages":[{"role":"user","content":"hi"}]}`)))
 
 	h.HandleProxy(c)
 	assert.Equal(t, 200, w.Code)
@@ -970,8 +1012,8 @@ func TestProxyHandler_HandleProxy_CrossProtocol_NonStream_UnifiedID(t *testing.T
 
 	w := httptest.NewRecorder()
 	c, _ := gin.CreateTestContext(w)
-	c.Params = gin.Params{{Key: "protocol", Value: "openai"}, {Key: "path", Value: "/chat/completions"}}
-	c.Request = httptest.NewRequest("POST", "/openai/chat/completions", bytes.NewReader([]byte(`{"model":"anthropic_p/claude-3","messages":[{"role":"user","content":"hi"}]}`)))
+	c.Params = gin.Params{{Key: "protocol", Value: "openai"}, {Key: "path", Value: "/v1/chat/completions"}}
+	c.Request = httptest.NewRequest("POST", "/openai/v1/chat/completions", bytes.NewReader([]byte(`{"model":"anthropic_p/claude-3","messages":[{"role":"user","content":"hi"}]}`)))
 
 	h.HandleProxy(c)
 	assert.Equal(t, 200, w.Code)
@@ -992,7 +1034,7 @@ func TestProxyHandler_HandleProxy_CrossProtocol_Stream_UnifiedID(t *testing.T) {
 		Model:    &domain.Model{ID: "m1", ProviderID: "anthropic_p", ModelName: "claude-3", Enabled: true},
 	}, nil)
 	client := mocks.NewMockProviderClient(ctrl)
-	client.EXPECT().SendStream(gomock.Any(), gomock.Any()).DoAndReturn(func(ctx context.Context, spec conversion.HTTPRequestSpec) (<-chan provider.StreamEvent, error) {
+	client.EXPECT().SendStream(gomock.Any(), gomock.Any()).DoAndReturn(func(ctx context.Context, spec conversion.HTTPRequestSpec) (*provider.StreamResponse, error) {
 		ch := make(chan provider.StreamEvent, 10)
 		go func() {
 			defer close(ch)
@@ -1010,7 +1052,7 @@ data: {"type":"message_stop"}
 `)}
 			ch <- provider.StreamEvent{Done: true}
 		}()
-		return ch, nil
+		return &provider.StreamResponse{StatusCode: 200, Headers: map[string]string{"Content-Type": "text/event-stream"}, Events: ch}, nil
 	})
 	providerSvc := mocks.NewMockProviderService(ctrl)
 	statsSvc := mocks.NewMockStatsService(ctrl)
@@ -1019,8 +1061,8 @@ data: {"type":"message_stop"}
 
 	w := httptest.NewRecorder()
 	c, _ := gin.CreateTestContext(w)
-	c.Params = gin.Params{{Key: "protocol", Value: "openai"}, {Key: "path", Value: "/chat/completions"}}
-	c.Request = httptest.NewRequest("POST", "/openai/chat/completions", bytes.NewReader([]byte(`{"model":"anthropic_p/claude-3","messages":[{"role":"user","content":"hi"}],"stream":true}`)))
+	c.Params = gin.Params{{Key: "protocol", Value: "openai"}, {Key: "path", Value: "/v1/chat/completions"}}
+	c.Request = httptest.NewRequest("POST", "/openai/v1/chat/completions", bytes.NewReader([]byte(`{"model":"anthropic_p/claude-3","messages":[{"role":"user","content":"hi"}],"stream":true}`)))
 
 	h.HandleProxy(c)
 	assert.Equal(t, 200, w.Code)
@@ -1057,8 +1099,8 @@ func TestProxyHandler_HandleProxy_SmartPassthrough_Fidelity(t *testing.T) {
 
 	w := httptest.NewRecorder()
 	c, _ := gin.CreateTestContext(w)
-	c.Params = gin.Params{{Key: "protocol", Value: "openai"}, {Key: "path", Value: "/chat/completions"}}
-	c.Request = httptest.NewRequest("POST", "/openai/chat/completions", bytes.NewReader([]byte(`{"model":"openai_p/gpt-4","messages":[{"role":"user","content":"hi"}],"custom_param":"should_be_preserved"}`)))
+	c.Params = gin.Params{{Key: "protocol", Value: "openai"}, {Key: "path", Value: "/v1/chat/completions"}}
+	c.Request = httptest.NewRequest("POST", "/openai/v1/chat/completions", bytes.NewReader([]byte(`{"model":"openai_p/gpt-4","messages":[{"role":"user","content":"hi"}],"custom_param":"should_be_preserved"}`)))
 
 	h.HandleProxy(c)
 	assert.Equal(t, 200, w.Code)
@@ -1088,8 +1130,8 @@ func TestProxyHandler_HandleProxy_UnifiedID_ModelNotFound(t *testing.T) {
 
 	w := httptest.NewRecorder()
 	c, _ := gin.CreateTestContext(w)
-	c.Params = gin.Params{{Key: "protocol", Value: "openai"}, {Key: "path", Value: "/chat/completions"}}
-	c.Request = httptest.NewRequest("POST", "/openai/chat/completions", bytes.NewReader([]byte(`{"model":"unknown/model","messages":[{"role":"user","content":"hi"}]}`)))
+	c.Params = gin.Params{{Key: "protocol", Value: "openai"}, {Key: "path", Value: "/v1/chat/completions"}}
+	c.Request = httptest.NewRequest("POST", "/openai/v1/chat/completions", bytes.NewReader([]byte(`{"model":"unknown/model","messages":[{"role":"user","content":"hi"}]}`)))
 
 	h.HandleProxy(c)
 	assert.Equal(t, 404, w.Code)
@@ -1098,3 +1140,314 @@ func TestProxyHandler_HandleProxy_UnifiedID_ModelNotFound(t *testing.T) {
 	require.NoError(t, json.Unmarshal(w.Body.Bytes(), &resp))
 	assert.Contains(t, resp, "error")
 }
+
+func TestProxyHandler_HandleProxy_OpenAIAndAnthropicNativePaths(t *testing.T) {
+	tests := []struct {
+		name          string
+		protocol      string
+		path          string
+		requestPath   string
+		baseURL       string
+		expectedURL   string
+		body          string
+		responseBody  string
+		responseModel string
+	}{
+		{
+			name:          "openai path keeps v1 after gateway prefix",
+			protocol:      "openai",
+			path:          "/v1/chat/completions",
+			requestPath:   "/openai/v1/chat/completions",
+			baseURL:       "https://api.test.com/v1",
+			expectedURL:   "https://api.test.com/v1/chat/completions",
+			body:          `{"model":"p1/gpt-4","messages":[{"role":"user","content":"hi"}]}`,
+			responseBody:  `{"id":"r1","object":"chat.completion","model":"gpt-4","choices":[{"index":0,"message":{"role":"assistant","content":"ok"},"finish_reason":"stop"}],"usage":{"prompt_tokens":1,"completion_tokens":1,"total_tokens":2}}`,
+			responseModel: "p1/gpt-4",
+		},
+		{
+			name:          "anthropic path keeps v1 after gateway prefix",
+			protocol:      "anthropic",
+			path:          "/v1/messages",
+			requestPath:   "/anthropic/v1/messages",
+			baseURL:       "https://api.anthropic.test",
+			expectedURL:   "https://api.anthropic.test/v1/messages",
+			body:          `{"model":"p1/gpt-4","max_tokens":1024,"messages":[{"role":"user","content":"hi"}]}`,
+			responseBody:  `{"id":"msg-1","type":"message","role":"assistant","model":"gpt-4","content":[{"type":"text","text":"ok"}],"stop_reason":"end_turn","usage":{"input_tokens":1,"output_tokens":1}}`,
+			responseModel: "p1/gpt-4",
+		},
+	}
+
+	for _, tt := range tests {
+		t.Run(tt.name, func(t *testing.T) {
+			ctrl := gomock.NewController(t)
+			defer ctrl.Finish()
+
+			engine := setupProxyEngine(t)
+			routingSvc := mocks.NewMockRoutingService(ctrl)
+			routingSvc.EXPECT().RouteByModelName("p1", "gpt-4").Return(&domain.RouteResult{
+				Provider: &domain.Provider{ID: "p1", Name: "Test", APIKey: "sk-test", BaseURL: tt.baseURL, Protocol: tt.protocol, Enabled: true},
+				Model:    &domain.Model{ID: "m1", ProviderID: "p1", ModelName: "gpt-4", Enabled: true},
+			}, nil)
+			client := mocks.NewMockProviderClient(ctrl)
+			client.EXPECT().Send(gomock.Any(), gomock.Any()).DoAndReturn(func(ctx context.Context, spec conversion.HTTPRequestSpec) (*conversion.HTTPResponseSpec, error) {
+				assert.Equal(t, tt.expectedURL, spec.URL)
+				return &conversion.HTTPResponseSpec{
+					StatusCode: http.StatusOK,
+					Headers:    map[string]string{"Content-Type": "application/json"},
+					Body:       []byte(tt.responseBody),
+				}, nil
+			})
+			providerSvc := mocks.NewMockProviderService(ctrl)
+			statsSvc := mocks.NewMockStatsService(ctrl)
+			statsSvc.EXPECT().Record(gomock.Any(), gomock.Any()).Return(nil).AnyTimes()
+			h := newTestProxyHandler(engine, client, routingSvc, providerSvc, statsSvc)
+
+			w := httptest.NewRecorder()
+			c, _ := gin.CreateTestContext(w)
+			c.Params = gin.Params{{Key: "protocol", Value: tt.protocol}, {Key: "path", Value: tt.path}}
+			c.Request = httptest.NewRequest("POST", tt.requestPath, bytes.NewReader([]byte(tt.body)))
+
+			h.HandleProxy(c)
+			require.Equal(t, http.StatusOK, w.Code)
+			assert.Contains(t, w.Body.String(), tt.responseModel)
+		})
+	}
+}
+
+func TestProxyHandler_UpstreamNon2xx_Passthrough(t *testing.T) {
+	ctrl := gomock.NewController(t)
+	defer ctrl.Finish()
+
+	engine := setupProxyEngine(t)
+	routingSvc := mocks.NewMockRoutingService(ctrl)
+	routingSvc.EXPECT().RouteByModelName("p1", "gpt-4").Return(&domain.RouteResult{
+		Provider: &domain.Provider{ID: "p1", Name: "Test", APIKey: "sk-test", BaseURL: "https://api.test.com/v1", Protocol: "openai", Enabled: true},
+		Model:    &domain.Model{ID: "m1", ProviderID: "p1", ModelName: "gpt-4", Enabled: true},
+	}, nil)
+	client := mocks.NewMockProviderClient(ctrl)
+	client.EXPECT().Send(gomock.Any(), gomock.Any()).Return(&conversion.HTTPResponseSpec{
+		StatusCode: http.StatusTooManyRequests,
+		Headers: map[string]string{
+			"Content-Type":      "application/json",
+			"X-Upstream-Error":  "rate-limit",
+			"Transfer-Encoding": "chunked",
+		},
+		Body: []byte(`{"error":{"message":"rate limited"}}`),
+	}, nil)
+	providerSvc := mocks.NewMockProviderService(ctrl)
+	statsSvc := mocks.NewMockStatsService(ctrl)
+	h := newTestProxyHandler(engine, client, routingSvc, providerSvc, statsSvc)
+
+	w := httptest.NewRecorder()
+	c, _ := gin.CreateTestContext(w)
+	c.Params = gin.Params{{Key: "protocol", Value: "openai"}, {Key: "path", Value: "/v1/chat/completions"}}
+	c.Request = httptest.NewRequest("POST", "/openai/v1/chat/completions", bytes.NewReader([]byte(`{"model":"p1/gpt-4","messages":[{"role":"user","content":"hi"}]}`)))
+
+	h.HandleProxy(c)
+	require.Equal(t, http.StatusTooManyRequests, w.Code)
+	assert.JSONEq(t, `{"error":{"message":"rate limited"}}`, w.Body.String())
+	assert.Equal(t, "rate-limit", w.Header().Get("X-Upstream-Error"))
+	assert.Empty(t, w.Header().Get("Transfer-Encoding"))
+}
+
+func TestProxyHandler_StreamUpstreamNon2xx_Passthrough(t *testing.T) {
+	ctrl := gomock.NewController(t)
+	defer ctrl.Finish()
+
+	engine := setupProxyEngine(t)
+	routingSvc := mocks.NewMockRoutingService(ctrl)
+	routingSvc.EXPECT().RouteByModelName("p1", "gpt-4").Return(&domain.RouteResult{
+		Provider: &domain.Provider{ID: "p1", Name: "Test", APIKey: "sk-test", BaseURL: "https://api.test.com/v1", Protocol: "openai", Enabled: true},
+		Model:    &domain.Model{ID: "m1", ProviderID: "p1", ModelName: "gpt-4", Enabled: true},
+	}, nil)
+	client := mocks.NewMockProviderClient(ctrl)
+	client.EXPECT().SendStream(gomock.Any(), gomock.Any()).Return(&provider.StreamResponse{
+		StatusCode: http.StatusServiceUnavailable,
+		Headers:    map[string]string{"Content-Type": "application/json", "Connection": "close"},
+		Body:       []byte(`{"error":"upstream down"}`),
+	}, nil)
+	providerSvc := mocks.NewMockProviderService(ctrl)
+	statsSvc := mocks.NewMockStatsService(ctrl)
+	h := newTestProxyHandler(engine, client, routingSvc, providerSvc, statsSvc)
+
+	w := httptest.NewRecorder()
+	c, _ := gin.CreateTestContext(w)
+	c.Params = gin.Params{{Key: "protocol", Value: "openai"}, {Key: "path", Value: "/v1/chat/completions"}}
+	c.Request = httptest.NewRequest("POST", "/openai/v1/chat/completions", bytes.NewReader([]byte(`{"model":"p1/gpt-4","messages":[{"role":"user","content":"hi"}],"stream":true}`)))
+
+	h.HandleProxy(c)
+	require.Equal(t, http.StatusServiceUnavailable, w.Code)
+	assert.JSONEq(t, `{"error":"upstream down"}`, w.Body.String())
+	assert.Empty(t, w.Header().Get("Connection"))
+}
+
+func TestFilterHopByHopHeaders(t *testing.T) {
+	filtered := filterHopByHopHeaders(map[string]string{
+		"Connection":          "close",
+		"Transfer-Encoding":   "chunked",
+		"Keep-Alive":          "timeout=5",
+		"Proxy-Authenticate":  "Basic",
+		"Proxy-Authorization": "Basic token",
+		"TE":                  "trailers",
+		"Trailer":             "Expires",
+		"Upgrade":             "websocket",
+		"Content-Type":        "application/json",
+		"X-Request-ID":        "req-1",
+	})
+
+	assert.Equal(t, map[string]string{
+		"Content-Type": "application/json",
+		"X-Request-ID": "req-1",
+	}, filtered)
+}
+
+func TestProxyHandler_UnknownInterface_DoesNotGuessModel(t *testing.T) {
+	ctrl := gomock.NewController(t)
+	defer ctrl.Finish()
+
+	engine := setupProxyEngine(t)
+	routingSvc := mocks.NewMockRoutingService(ctrl)
+	providerSvc := mocks.NewMockProviderService(ctrl)
+	providerSvc.EXPECT().List().Return([]domain.Provider{
+		{ID: "p1", Name: "Test", APIKey: "sk-test", BaseURL: "https://api.test.com/v1", Protocol: "openai", Enabled: true},
+	}, nil)
+	client := mocks.NewMockProviderClient(ctrl)
+	client.EXPECT().Send(gomock.Any(), gomock.Any()).DoAndReturn(func(ctx context.Context, spec conversion.HTTPRequestSpec) (*conversion.HTTPResponseSpec, error) {
+		assert.Equal(t, "https://api.test.com/v1/unknown?trace=1", spec.URL)
+		assert.JSONEq(t, `{"model":"p1/gpt-4","payload":true}`, string(spec.Body))
+		return &conversion.HTTPResponseSpec{
+			StatusCode: http.StatusOK,
+			Headers:    map[string]string{"Content-Type": "application/json"},
+			Body:       []byte(`{"ok":true}`),
+		}, nil
+	})
+	statsSvc := mocks.NewMockStatsService(ctrl)
+	h := newTestProxyHandler(engine, client, routingSvc, providerSvc, statsSvc)
+
+	w := httptest.NewRecorder()
+	c, _ := gin.CreateTestContext(w)
+	c.Params = gin.Params{{Key: "protocol", Value: "openai"}, {Key: "path", Value: "/unknown"}}
+	c.Request = httptest.NewRequest("POST", "/openai/unknown?trace=1", bytes.NewReader([]byte(`{"model":"p1/gpt-4","payload":true}`)))
+
+	h.HandleProxy(c)
+	require.Equal(t, http.StatusOK, w.Code)
+	assert.JSONEq(t, `{"ok":true}`, w.Body.String())
+}
+
+func TestProxyHandler_InvalidJSON_UsesGatewayError(t *testing.T) {
+	ctrl := gomock.NewController(t)
+	defer ctrl.Finish()
+
+	engine := setupProxyEngine(t)
+	client := mocks.NewMockProviderClient(ctrl)
+	routingSvc := mocks.NewMockRoutingService(ctrl)
+	providerSvc := mocks.NewMockProviderService(ctrl)
+	statsSvc := mocks.NewMockStatsService(ctrl)
+	h := newTestProxyHandler(engine, client, routingSvc, providerSvc, statsSvc)
+
+	w := httptest.NewRecorder()
+	c, _ := gin.CreateTestContext(w)
+	c.Params = gin.Params{{Key: "protocol", Value: "openai"}, {Key: "path", Value: "/v1/chat/completions"}}
+	c.Request = httptest.NewRequest("POST", "/openai/v1/chat/completions", bytes.NewReader([]byte(`{"model":`)))
+
+	h.HandleProxy(c)
+	require.Equal(t, http.StatusBadRequest, w.Code)
+	assert.JSONEq(t, `{"error":"请求体 JSON 格式错误","code":"INVALID_JSON"}`, w.Body.String())
+}
+
+func TestProxyHandler_CrossProtocolMultimodal_Unsupported(t *testing.T) {
+	ctrl := gomock.NewController(t)
+	defer ctrl.Finish()
+
+	engine := setupProxyEngine(t)
+	routingSvc := mocks.NewMockRoutingService(ctrl)
+	routingSvc.EXPECT().RouteByModelName("anthropic_p", "claude").Return(&domain.RouteResult{
+		Provider: &domain.Provider{ID: "anthropic_p", Name: "Anthropic", APIKey: "sk-test", BaseURL: "https://api.anthropic.test", Protocol: "anthropic", Enabled: true},
+		Model:    &domain.Model{ID: "m1", ProviderID: "anthropic_p", ModelName: "claude", Enabled: true},
+	}, nil)
+	client := mocks.NewMockProviderClient(ctrl)
+	providerSvc := mocks.NewMockProviderService(ctrl)
+	statsSvc := mocks.NewMockStatsService(ctrl)
+	h := newTestProxyHandler(engine, client, routingSvc, providerSvc, statsSvc)
+
+	body := []byte(`{"model":"anthropic_p/claude","messages":[{"role":"user","content":[{"type":"text","text":"describe"},{"type":"image_url","image_url":{"url":"data:image/png;base64,abc"}}]}]}`)
+	w := httptest.NewRecorder()
+	c, _ := gin.CreateTestContext(w)
+	c.Params = gin.Params{{Key: "protocol", Value: "openai"}, {Key: "path", Value: "/v1/chat/completions"}}
+	c.Request = httptest.NewRequest("POST", "/openai/v1/chat/completions", bytes.NewReader(body))
+
+	h.HandleProxy(c)
+	require.Equal(t, http.StatusBadRequest, w.Code)
+	assert.Contains(t, w.Body.String(), "UNSUPPORTED_MULTIMODAL")
+}
+
+func TestProxyHandler_SameProtocolMultimodal_SmartPassthrough(t *testing.T) {
+	ctrl := gomock.NewController(t)
+	defer ctrl.Finish()
+
+	engine := setupProxyEngine(t)
+	routingSvc := mocks.NewMockRoutingService(ctrl)
+	routingSvc.EXPECT().RouteByModelName("p1", "gpt-4").Return(&domain.RouteResult{
+		Provider: &domain.Provider{ID: "p1", Name: "Test", APIKey: "sk-test", BaseURL: "https://api.test.com/v1", Protocol: "openai", Enabled: true},
+		Model:    &domain.Model{ID: "m1", ProviderID: "p1", ModelName: "gpt-4", Enabled: true},
+	}, nil)
+	client := mocks.NewMockProviderClient(ctrl)
+	client.EXPECT().Send(gomock.Any(), gomock.Any()).DoAndReturn(func(ctx context.Context, spec conversion.HTTPRequestSpec) (*conversion.HTTPResponseSpec, error) {
+		assert.Contains(t, string(spec.Body), "image_url")
+		assert.Contains(t, string(spec.Body), `"model":"gpt-4"`)
+		return &conversion.HTTPResponseSpec{
+			StatusCode: http.StatusOK,
+			Headers:    map[string]string{"Content-Type": "application/json"},
+			Body:       []byte(`{"id":"r1","object":"chat.completion","model":"gpt-4","choices":[{"index":0,"message":{"role":"assistant","content":"ok"},"finish_reason":"stop"}],"usage":{"prompt_tokens":1,"completion_tokens":1,"total_tokens":2}}`),
+		}, nil
+	})
+	providerSvc := mocks.NewMockProviderService(ctrl)
+	statsSvc := mocks.NewMockStatsService(ctrl)
+	statsSvc.EXPECT().Record(gomock.Any(), gomock.Any()).Return(nil).AnyTimes()
+	h := newTestProxyHandler(engine, client, routingSvc, providerSvc, statsSvc)
+
+	body := []byte(`{"model":"p1/gpt-4","messages":[{"role":"user","content":[{"type":"text","text":"describe"},{"type":"image_url","image_url":{"url":"data:image/png;base64,abc"}}]}]}`)
+	w := httptest.NewRecorder()
+	c, _ := gin.CreateTestContext(w)
+	c.Params = gin.Params{{Key: "protocol", Value: "openai"}, {Key: "path", Value: "/v1/chat/completions"}}
+	c.Request = httptest.NewRequest("POST", "/openai/v1/chat/completions", bytes.NewReader(body))
+
+	h.HandleProxy(c)
+	require.Equal(t, http.StatusOK, w.Code)
+	assert.Contains(t, w.Body.String(), "p1/gpt-4")
+}
+
+func TestProxyHandler_RawStreamPassthrough_PreservesSSEFrames(t *testing.T) {
+	ctrl := gomock.NewController(t)
+	defer ctrl.Finish()
+
+	engine := setupProxyEngine(t)
+	routingSvc := mocks.NewMockRoutingService(ctrl)
+	providerSvc := mocks.NewMockProviderService(ctrl)
+	providerSvc.EXPECT().List().Return([]domain.Provider{
+		{ID: "p1", Name: "Test", APIKey: "sk-test", BaseURL: "https://api.test.com/v1", Protocol: "openai", Enabled: true},
+	}, nil)
+	client := mocks.NewMockProviderClient(ctrl)
+	client.EXPECT().SendStream(gomock.Any(), gomock.Any()).DoAndReturn(func(ctx context.Context, spec conversion.HTTPRequestSpec) (*provider.StreamResponse, error) {
+		assert.Contains(t, string(spec.Body), `"model":"gpt-4"`)
+		ch := make(chan provider.StreamEvent, 3)
+		go func() {
+			defer close(ch)
+			ch <- provider.StreamEvent{Data: []byte("data: {\"model\":\"gpt-4\",\"choices\":[]}\n\n")}
+			ch <- provider.StreamEvent{Data: []byte("data: [DONE]\n\n")}
+			ch <- provider.StreamEvent{Done: true}
+		}()
+		return &provider.StreamResponse{StatusCode: http.StatusOK, Headers: map[string]string{"Content-Type": "text/event-stream"}, Events: ch}, nil
+	})
+	statsSvc := mocks.NewMockStatsService(ctrl)
+	h := newTestProxyHandler(engine, client, routingSvc, providerSvc, statsSvc)
+
+	w := httptest.NewRecorder()
+	c, _ := gin.CreateTestContext(w)
+	c.Params = gin.Params{{Key: "protocol", Value: "openai"}, {Key: "path", Value: "/v1/chat/completions"}}
+	c.Request = httptest.NewRequest("POST", "/openai/v1/chat/completions", bytes.NewReader([]byte(`{"model":"gpt-4","messages":[{"role":"user","content":"hi"}],"stream":true}`)))
+
+	h.HandleProxy(c)
+	require.Equal(t, http.StatusOK, w.Code)
+	assert.Equal(t, "data: {\"model\":\"gpt-4\",\"choices\":[]}\n\ndata: [DONE]\n\n", w.Body.String())
+}

backend/internal/handler/stats_handler.go

@@ -5,9 +5,9 @@ import (
 	"net/http"
 	"time"
 
-	"github.com/gin-gonic/gin"
-
 	"nex/backend/internal/service"
+
+	"github.com/gin-gonic/gin"
 )
 
 // StatsHandler 统计处理器

backend/internal/handler/version_handler.go

@@ -0,0 +1,26 @@
+package handler
+
+import (
+	"net/http"
+
+	"nex/backend/pkg/buildinfo"
+
+	"github.com/gin-gonic/gin"
+)
+
+// VersionHandler 提供后端构建版本信息。
+type VersionHandler struct{}
+
+// NewVersionHandler 创建版本信息处理器。
+func NewVersionHandler() *VersionHandler {
+	return &VersionHandler{}
+}
+
+// GetVersion 返回构建注入的版本元数据。
+func (h *VersionHandler) GetVersion(c *gin.Context) {
+	c.JSON(http.StatusOK, gin.H{
+		"version":    buildinfo.Version(),
+		"commit":     buildinfo.Commit(),
+		"build_time": buildinfo.BuildTime(),
+	})
+}

backend/internal/handler/version_handler_test.go

@@ -0,0 +1,31 @@
+package handler
+
+import (
+	"encoding/json"
+	"net/http"
+	"net/http/httptest"
+	"testing"
+
+	"github.com/gin-gonic/gin"
+	"github.com/stretchr/testify/assert"
+	"github.com/stretchr/testify/require"
+)
+
+func TestVersionHandler_GetVersion(t *testing.T) {
+	gin.SetMode(gin.TestMode)
+
+	h := NewVersionHandler()
+	w := httptest.NewRecorder()
+	c, _ := gin.CreateTestContext(w)
+	c.Request = httptest.NewRequest(http.MethodGet, "/api/version", nil)
+
+	h.GetVersion(c)
+
+	assert.Equal(t, http.StatusOK, w.Code)
+
+	var result map[string]string
+	require.NoError(t, json.Unmarshal(w.Body.Bytes(), &result))
+	assert.Equal(t, "dev", result["version"])
+	assert.Equal(t, "unknown", result["commit"])
+	assert.Equal(t, "unknown", result["build_time"])
+}

backend/internal/provider/client.go

@@ -8,6 +8,7 @@ import (
 	"io"
 	"net"
 	"net/http"
+	"strings"
 	"syscall"
 	"time"
 
@@ -15,6 +16,7 @@ import (
 
 	"nex/backend/internal/conversion"
 	pkgErrors "nex/backend/pkg/errors"
+	pkglogger "nex/backend/pkg/logger"
 )
 
 // StreamConfig 流式处理配置
@@ -42,6 +44,14 @@ type StreamEvent struct {
 	Done  bool
 }
 
+// StreamResponse 表示上游流式 HTTP 响应。
+type StreamResponse struct {
+	StatusCode int
+	Headers    map[string]string
+	Body       []byte
+	Events     <-chan StreamEvent
+}
+
 // Client 协议无关的供应商客户端
 type Client struct {
 	httpClient *http.Client
@@ -50,19 +60,20 @@ type Client struct {
 }
 
 // ProviderClient 供应商客户端接口
+//
 //go:generate go run go.uber.org/mock/mockgen -source=client.go -destination=../../tests/mocks/mock_provider_client.go -package=mocks
 type ProviderClient interface {
 	Send(ctx context.Context, spec conversion.HTTPRequestSpec) (*conversion.HTTPResponseSpec, error)
-	SendStream(ctx context.Context, spec conversion.HTTPRequestSpec) (<-chan StreamEvent, error)
+	SendStream(ctx context.Context, spec conversion.HTTPRequestSpec) (*StreamResponse, error)
 }
 
 // NewClient 创建供应商客户端
-func NewClient() *Client {
+func NewClient(logger *zap.Logger) *Client {
 	return &Client{
 		httpClient: &http.Client{
 			Timeout: 30 * time.Second,
 		},
-		logger:    zap.L(),
+		logger:    pkglogger.WithModule(logger, "provider.client"),
 		streamCfg: DefaultStreamConfig(),
 	}
 }
@@ -114,7 +125,7 @@ func (c *Client) Send(ctx context.Context, spec conversion.HTTPRequestSpec) (*co
 }
 
 // SendStream 发送流式请求
-func (c *Client) SendStream(ctx context.Context, spec conversion.HTTPRequestSpec) (<-chan StreamEvent, error) {
+func (c *Client) SendStream(ctx context.Context, spec conversion.HTTPRequestSpec) (*StreamResponse, error) {
 	var bodyReader io.Reader
 	if len(spec.Body) > 0 {
 		bodyReader = bytes.NewReader(spec.Body)
@@ -137,20 +148,29 @@ func (c *Client) SendStream(ctx context.Context, spec conversion.HTTPRequestSpec
 		return nil, pkgErrors.ErrRequestSend.WithCause(err)
 	}
 
-	if resp.StatusCode != http.StatusOK {
+	respHeaders := extractResponseHeaders(resp.Header)
+	if resp.StatusCode < http.StatusOK || resp.StatusCode >= http.StatusMultipleChoices {
 		defer resp.Body.Close()
 		cancel()
-		errBody, _ := io.ReadAll(resp.Body)
-		if len(errBody) > 0 {
-			return nil, fmt.Errorf("供应商返回错误: HTTP %d: %s", resp.StatusCode, string(errBody))
+		errBody, readErr := io.ReadAll(resp.Body)
+		if readErr != nil {
+			return nil, pkgErrors.ErrResponseRead.WithCause(readErr)
 		}
-		return nil, fmt.Errorf("供应商返回错误: HTTP %d", resp.StatusCode)
+		return &StreamResponse{
+			StatusCode: resp.StatusCode,
+			Headers:    respHeaders,
+			Body:       errBody,
+		}, nil
 	}
 
 	eventChan := make(chan StreamEvent, c.streamCfg.ChannelBufferSize)
 	go c.readStream(streamCtx, cancel, resp.Body, eventChan)
 
-	return eventChan, nil
+	return &StreamResponse{
+		StatusCode: resp.StatusCode,
+		Headers:    respHeaders,
+		Events:     eventChan,
+	}, nil
 }
 
 // readStream 读取 SSE 流
@@ -183,10 +203,10 @@ func (c *Client) readStream(ctx context.Context, cancel context.CancelFunc, body
 		if err != nil {
 			if err != io.EOF {
 				if isNetworkError(err) {
-					c.logger.Error("流网络错误", zap.String("error", err.Error()))
+					c.logger.Error("流网络错误", zap.Error(err))
 					eventChan <- StreamEvent{Error: fmt.Errorf("网络错误: %w", err)}
 				} else {
-					c.logger.Error("流读取错误", zap.String("error", err.Error()))
+					c.logger.Error("流读取错误", zap.Error(err))
 					eventChan <- StreamEvent{Error: fmt.Errorf("读取错误: %w", err)}
 				}
 				return
@@ -203,15 +223,17 @@ func (c *Client) readStream(ctx context.Context, cancel context.CancelFunc, body
 		}
 
 		for {
-			idx := bytes.Index(dataBuf, []byte("\n\n"))
+			idx, sepLen := findSSEFrameSeparator(dataBuf)
 			if idx == -1 {
 				break
 			}
 
-			rawEvent := dataBuf[:idx]
-			dataBuf = dataBuf[idx+2:]
+			frameEnd := idx + sepLen
+			rawEvent := append([]byte(nil), dataBuf[:frameEnd]...)
+			dataBuf = dataBuf[frameEnd:]
 
-			if bytes.Contains(rawEvent, []byte("data: [DONE]")) {
+			if isSSEDoneFrame(rawEvent) {
+				eventChan <- StreamEvent{Data: rawEvent}
 				eventChan <- StreamEvent{Done: true}
 				return
 			}
@@ -220,11 +242,66 @@ func (c *Client) readStream(ctx context.Context, cancel context.CancelFunc, body
 		}
 
 		if err == io.EOF {
+			if len(dataBuf) > 0 {
+				eventChan <- StreamEvent{Data: dataBuf}
+			}
 			return
 		}
 	}
 }
 
+func isSSEDoneFrame(frame []byte) bool {
+	payload, ok := sseFrameDataPayload(frame)
+	return ok && strings.TrimSpace(payload) == "[DONE]"
+}
+
+func sseFrameDataPayload(frame []byte) (string, bool) {
+	text := strings.TrimRight(string(frame), "\r\n")
+	lines := strings.Split(text, "\n")
+	var dataLines []string
+	for _, line := range lines {
+		line = strings.TrimRight(line, "\r")
+		if strings.HasPrefix(line, "data:") {
+			value := strings.TrimPrefix(line, "data:")
+			if strings.HasPrefix(value, " ") {
+				value = value[1:]
+			}
+			dataLines = append(dataLines, value)
+		}
+	}
+	if len(dataLines) == 0 {
+		return "", false
+	}
+	return strings.Join(dataLines, "\n"), true
+}
+
+func extractResponseHeaders(header http.Header) map[string]string {
+	respHeaders := make(map[string]string)
+	for k, vs := range header {
+		if len(vs) > 0 {
+			respHeaders[k] = vs[0]
+		}
+	}
+	return respHeaders
+}
+
+func findSSEFrameSeparator(data []byte) (int, int) {
+	lf := bytes.Index(data, []byte("\n\n"))
+	crlf := bytes.Index(data, []byte("\r\n\r\n"))
+	switch {
+	case lf < 0 && crlf < 0:
+		return -1, 0
+	case lf < 0:
+		return crlf, 4
+	case crlf < 0:
+		return lf, 2
+	case crlf <= lf:
+		return crlf, 4
+	default:
+		return lf, 2
+	}
+}
+
 // isNetworkError 判断是否为网络相关错误
 func isNetworkError(err error) bool {
 	if err == nil {

backend/internal/provider/client_test.go

@@ -13,12 +13,13 @@ import (
 
 	"github.com/stretchr/testify/assert"
 	"github.com/stretchr/testify/require"
+	"go.uber.org/zap"
 
 	"nex/backend/internal/conversion"
 )
 
 func TestNewClient(t *testing.T) {
-	client := NewClient()
+	client := NewClient(zap.NewNop())
 	require.NotNil(t, client)
 	assert.NotNil(t, client.httpClient)
 	assert.Equal(t, 4096, client.streamCfg.InitialBufferSize)
@@ -40,11 +41,12 @@ func TestClient_Send_Success(t *testing.T) {
 		assert.Equal(t, "Bearer test-key", r.Header.Get("Authorization"))
 		w.Header().Set("Content-Type", "application/json")
 		w.WriteHeader(http.StatusOK)
-		w.Write([]byte(`{"id":"test","model":"gpt-4"}`))
+		_, err := w.Write([]byte(`{"id":"test","model":"gpt-4"}`))
+		require.NoError(t, err)
 	}))
 	defer server.Close()
 
-	client := NewClient()
+	client := NewClient(zap.NewNop())
 	spec := conversion.HTTPRequestSpec{
 		URL:    server.URL + "/v1/chat/completions",
 		Method: "POST",
@@ -64,11 +66,12 @@ func TestClient_Send_Success(t *testing.T) {
 func TestClient_Send_ErrorResponse(t *testing.T) {
 	server := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
 		w.WriteHeader(http.StatusUnauthorized)
-		w.Write([]byte(`{"error":{"message":"Invalid API key"}}`))
+		_, err := w.Write([]byte(`{"error":{"message":"Invalid API key"}}`))
+		require.NoError(t, err)
 	}))
 	defer server.Close()
 
-	client := NewClient()
+	client := NewClient(zap.NewNop())
 	spec := conversion.HTTPRequestSpec{
 		URL:     server.URL + "/v1/chat/completions",
 		Method:  "POST",
@@ -82,7 +85,7 @@ func TestClient_Send_ErrorResponse(t *testing.T) {
 }
 
 func TestClient_Send_ConnectionError(t *testing.T) {
-	client := NewClient()
+	client := NewClient(zap.NewNop())
 	spec := conversion.HTTPRequestSpec{
 		URL:    "http://localhost:1/v1/chat/completions",
 		Method: "POST",
@@ -99,7 +102,7 @@ func TestClient_SendStream_CreatesChannel(t *testing.T) {
 	}))
 	defer server.Close()
 
-	client := NewClient()
+	client := NewClient(zap.NewNop())
 	spec := conversion.HTTPRequestSpec{
 		URL:     server.URL + "/v1/chat/completions",
 		Method:  "POST",
@@ -107,11 +110,13 @@ func TestClient_SendStream_CreatesChannel(t *testing.T) {
 		Body:    []byte(`{}`),
 	}
 
-	eventChan, err := client.SendStream(context.Background(), spec)
+	streamResp, err := client.SendStream(context.Background(), spec)
 	require.NoError(t, err)
-	require.NotNil(t, eventChan)
+	require.NotNil(t, streamResp)
+	require.Equal(t, http.StatusOK, streamResp.StatusCode)
+	require.NotNil(t, streamResp.Events)
 
-	for range eventChan {
+	for range streamResp.Events {
 	}
 }
 
@@ -121,7 +126,7 @@ func TestClient_SendStream_ErrorResponse(t *testing.T) {
 	}))
 	defer server.Close()
 
-	client := NewClient()
+	client := NewClient(zap.NewNop())
 	spec := conversion.HTTPRequestSpec{
 		URL:     server.URL + "/v1/chat/completions",
 		Method:  "POST",
@@ -129,8 +134,10 @@ func TestClient_SendStream_ErrorResponse(t *testing.T) {
 		Body:    []byte(`{}`),
 	}
 
-	_, err := client.SendStream(context.Background(), spec)
-	assert.Error(t, err)
+	streamResp, err := client.SendStream(context.Background(), spec)
+	require.NoError(t, err)
+	require.NotNil(t, streamResp)
+	assert.Equal(t, http.StatusInternalServerError, streamResp.StatusCode)
 }
 
 func TestClient_SendStream_SSEEvents(t *testing.T) {
@@ -139,18 +146,21 @@ func TestClient_SendStream_SSEEvents(t *testing.T) {
 		w.WriteHeader(http.StatusOK)
 		flusher, ok := w.(http.Flusher)
 		require.True(t, ok)
-		w.Write([]byte("data: {\"id\":\"1\",\"choices\":[{\"delta\":{\"content\":\"Hello\"}}]}\n\n"))
+		_, err := w.Write([]byte("data: {\"id\":\"1\",\"choices\":[{\"delta\":{\"content\":\"Hello\"}}]}\n\n"))
+		require.NoError(t, err)
 		flusher.Flush()
-		w.Write([]byte("data: {\"id\":\"1\",\"choices\":[{\"delta\":{\"content\":\" World\"}}]}\n\n"))
+		_, err = w.Write([]byte("data: {\"id\":\"1\",\"choices\":[{\"delta\":{\"content\":\" World\"}}]}\n\n"))
+		require.NoError(t, err)
 		flusher.Flush()
 		time.Sleep(50 * time.Millisecond)
-		w.Write([]byte("data: [DONE]\n\n"))
+		_, err = w.Write([]byte("data: [DONE]\n\n"))
+		require.NoError(t, err)
 		flusher.Flush()
 		time.Sleep(50 * time.Millisecond)
 	}))
 	defer server.Close()
 
-	client := NewClient()
+	client := NewClient(zap.NewNop())
 	spec := conversion.HTTPRequestSpec{
 		URL:     server.URL + "/v1/chat/completions",
 		Method:  "POST",
@@ -158,24 +168,73 @@ func TestClient_SendStream_SSEEvents(t *testing.T) {
 		Body:    []byte(`{"model":"gpt-4","messages":[],"stream":true}`),
 	}
 
-	eventChan, err := client.SendStream(context.Background(), spec)
+	streamResp, err := client.SendStream(context.Background(), spec)
 	require.NoError(t, err)
+	require.NotNil(t, streamResp)
 
 	var dataEvents [][]byte
 	var doneEvents int
-	for event := range eventChan {
-		if event.Done {
+	for event := range streamResp.Events {
+		switch {
+		case event.Done:
 			doneEvents++
-		} else if event.Error != nil {
+		case event.Error != nil:
 			t.Fatalf("unexpected error: %v", event.Error)
-		} else {
+		default:
 			dataEvents = append(dataEvents, event.Data)
 		}
 	}
 
-	assert.Equal(t, 2, len(dataEvents), "expected exactly 2 data events from SSE stream")
+	assert.Equal(t, 3, len(dataEvents), "expected 2 data frames plus DONE frame from SSE stream")
 	assert.Contains(t, string(dataEvents[0]), "Hello")
 	assert.Contains(t, string(dataEvents[1]), "World")
+	assert.Contains(t, string(dataEvents[2]), "[DONE]")
+	assert.Equal(t, 1, doneEvents)
+	assert.Contains(t, string(dataEvents[0]), "\n\n")
+}
+
+func TestClient_SendStream_DONEOnlyWhenDataPayloadEqualsDone(t *testing.T) {
+	server := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
+		w.Header().Set("Content-Type", "text/event-stream")
+		w.WriteHeader(http.StatusOK)
+		flusher, ok := w.(http.Flusher)
+		require.True(t, ok)
+		_, err := w.Write([]byte("data: {\"text\":\"data: [DONE] is plain text\"}\n\n"))
+		require.NoError(t, err)
+		flusher.Flush()
+		_, err = w.Write([]byte("data: [DONE]\n\n"))
+		require.NoError(t, err)
+		flusher.Flush()
+	}))
+	defer server.Close()
+
+	client := NewClient(zap.NewNop())
+	spec := conversion.HTTPRequestSpec{
+		URL:    server.URL + "/v1/chat/completions",
+		Method: "POST",
+		Body:   []byte(`{}`),
+	}
+
+	streamResp, err := client.SendStream(context.Background(), spec)
+	require.NoError(t, err)
+	require.NotNil(t, streamResp)
+
+	var dataEvents [][]byte
+	var doneEvents int
+	for event := range streamResp.Events {
+		switch {
+		case event.Done:
+			doneEvents++
+		case event.Error != nil:
+			t.Fatalf("unexpected error: %v", event.Error)
+		default:
+			dataEvents = append(dataEvents, event.Data)
+		}
+	}
+
+	require.Len(t, dataEvents, 2)
+	assert.Contains(t, string(dataEvents[0]), "plain text")
+	assert.Contains(t, string(dataEvents[1]), "[DONE]")
 	assert.Equal(t, 1, doneEvents)
 }
 
@@ -188,7 +247,7 @@ func TestClient_SendStream_ContextCancellation(t *testing.T) {
 	defer server.Close()
 
 	ctx, cancel := context.WithCancel(context.Background())
-	client := NewClient()
+	client := NewClient(zap.NewNop())
 	spec := conversion.HTTPRequestSpec{
 		URL:     server.URL + "/v1/chat/completions",
 		Method:  "POST",
@@ -196,13 +255,13 @@ func TestClient_SendStream_ContextCancellation(t *testing.T) {
 		Body:    []byte(`{}`),
 	}
 
-	eventChan, err := client.SendStream(ctx, spec)
+	streamResp, err := client.SendStream(ctx, spec)
 	require.NoError(t, err)
 
 	cancel()
 
 	var gotError bool
-	for event := range eventChan {
+	for event := range streamResp.Events {
 		if event.Error != nil {
 			gotError = true
 		}
@@ -214,11 +273,12 @@ func TestClient_Send_EmptyBody(t *testing.T) {
 	server := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
 		assert.Equal(t, "GET", r.Method)
 		w.WriteHeader(http.StatusOK)
-		w.Write([]byte(`{"result":"ok"}`))
+		_, err := w.Write([]byte(`{"result":"ok"}`))
+		require.NoError(t, err)
 	}))
 	defer server.Close()
 
-	client := NewClient()
+	client := NewClient(zap.NewNop())
 	spec := conversion.HTTPRequestSpec{
 		URL:     server.URL + "/v1/models",
 		Method:  "GET",
@@ -237,16 +297,18 @@ func TestClient_SendStream_SlowSSE(t *testing.T) {
 		w.WriteHeader(http.StatusOK)
 		flusher, ok := w.(http.Flusher)
 		require.True(t, ok)
-		w.Write([]byte("data: {\"id\":\"1\"}\n\n"))
+		_, err := w.Write([]byte("data: {\"id\":\"1\"}\n\n"))
+		require.NoError(t, err)
 		flusher.Flush()
 		time.Sleep(100 * time.Millisecond)
-		w.Write([]byte("data: [DONE]\n\n"))
+		_, err = w.Write([]byte("data: [DONE]\n\n"))
+		require.NoError(t, err)
 		flusher.Flush()
 		time.Sleep(100 * time.Millisecond)
 	}))
 	defer server.Close()
 
-	client := NewClient()
+	client := NewClient(zap.NewNop())
 	spec := conversion.HTTPRequestSpec{
 		URL:     server.URL + "/v1/chat/completions",
 		Method:  "POST",
@@ -254,21 +316,22 @@ func TestClient_SendStream_SlowSSE(t *testing.T) {
 		Body:    []byte(`{}`),
 	}
 
-	eventChan, err := client.SendStream(context.Background(), spec)
+	streamResp, err := client.SendStream(context.Background(), spec)
 	require.NoError(t, err)
 
 	var dataCount int
 	var doneCount int
-	for event := range eventChan {
-		if event.Done {
+	for event := range streamResp.Events {
+		switch {
+		case event.Done:
 			doneCount++
-		} else if event.Error != nil {
+		case event.Error != nil:
 			t.Fatalf("unexpected error: %v", event.Error)
-		} else {
+		default:
 			dataCount++
 		}
 	}
-	assert.Equal(t, 1, dataCount, "expected exactly 1 data event from slow SSE")
+	assert.Equal(t, 2, dataCount, "expected 1 data frame plus DONE frame from slow SSE")
 	assert.Equal(t, 1, doneCount, "expected exactly 1 done event from slow SSE")
 }
 
@@ -278,16 +341,18 @@ func TestClient_SendStream_SplitSSEEvents(t *testing.T) {
 		w.WriteHeader(http.StatusOK)
 		flusher, ok := w.(http.Flusher)
 		require.True(t, ok)
-		w.Write([]byte("data: {\"id\":\"1\"}\n\ndata: {\"id\":\"2\"}\n\n"))
+		_, err := w.Write([]byte("data: {\"id\":\"1\"}\n\ndata: {\"id\":\"2\"}\n\n"))
+		require.NoError(t, err)
 		flusher.Flush()
 		time.Sleep(50 * time.Millisecond)
-		w.Write([]byte("data: [DONE]\n\n"))
+		_, err = w.Write([]byte("data: [DONE]\n\n"))
+		require.NoError(t, err)
 		flusher.Flush()
 		time.Sleep(50 * time.Millisecond)
 	}))
 	defer server.Close()
 
-	client := NewClient()
+	client := NewClient(zap.NewNop())
 	spec := conversion.HTTPRequestSpec{
 		URL:     server.URL + "/v1/chat/completions",
 		Method:  "POST",
@@ -295,19 +360,19 @@ func TestClient_SendStream_SplitSSEEvents(t *testing.T) {
 		Body:    []byte(`{}`),
 	}
 
-	eventChan, err := client.SendStream(context.Background(), spec)
+	streamResp, err := client.SendStream(context.Background(), spec)
 	require.NoError(t, err)
 
 	var dataEvents int
 	var doneEvents int
-	for event := range eventChan {
+	for event := range streamResp.Events {
 		if event.Done {
 			doneEvents++
 		} else {
 			dataEvents++
 		}
 	}
-	assert.Equal(t, 2, dataEvents, "expected exactly 2 data events from split SSE")
+	assert.Equal(t, 3, dataEvents, "expected 2 data frames plus DONE frame from split SSE")
 	assert.Equal(t, 1, doneEvents)
 }
 
@@ -363,19 +428,20 @@ func TestClient_SendStream_MidStreamNetworkError(t *testing.T) {
 		w.WriteHeader(http.StatusOK)
 		flusher, ok := w.(http.Flusher)
 		require.True(t, ok)
-		w.Write([]byte("data: {\"id\":\"1\"}\n\n"))
+		_, err := w.Write([]byte("data: {\"id\":\"1\"}\n\n"))
+		require.NoError(t, err)
 		flusher.Flush()
 		time.Sleep(50 * time.Millisecond)
 		if hijacker, ok := w.(http.Hijacker); ok {
 			conn, _, _ := hijacker.Hijack()
 			if conn != nil {
-				conn.Close()
+				require.NoError(t, conn.Close())
 			}
 		}
 	}))
 	defer server.Close()
 
-	client := NewClient()
+	client := NewClient(zap.NewNop())
 	spec := conversion.HTTPRequestSpec{
 		URL:     server.URL + "/v1/chat/completions",
 		Method:  "POST",
@@ -383,11 +449,11 @@ func TestClient_SendStream_MidStreamNetworkError(t *testing.T) {
 		Body:    []byte(`{}`),
 	}
 
-	eventChan, err := client.SendStream(context.Background(), spec)
+	streamResp, err := client.SendStream(context.Background(), spec)
 	require.NoError(t, err)
 
 	var gotData bool
-	for event := range eventChan {
+	for event := range streamResp.Events {
 		if event.Error != nil {
 		} else if !event.Done {
 			gotData = true

backend/internal/repository/provider_repo_impl.go

@@ -3,10 +3,11 @@ package repository
 import (
 	"time"
 
-	"gorm.io/gorm"
-
 	"nex/backend/internal/config"
 	"nex/backend/internal/domain"
+
+	"gorm.io/gorm"
+
 	appErrors "nex/backend/pkg/errors"
 )
 

backend/internal/repository/repository_test.go

@@ -3,13 +3,13 @@ package repository
 import (
 	"testing"
 
+	"nex/backend/internal/domain"
+
 	"github.com/stretchr/testify/assert"
 	"github.com/stretchr/testify/require"
 	"gorm.io/gorm"
 
 	testHelpers "nex/backend/tests"
-
-	"nex/backend/internal/domain"
 )
 
 func setupTestDB(t *testing.T) *gorm.DB {

backend/internal/repository/stats_repo_impl.go

@@ -1,13 +1,13 @@
 package repository
 
 import (
-	"errors"
 	"time"
 
-	"gorm.io/gorm"
-
 	"nex/backend/internal/config"
 	"nex/backend/internal/domain"
+
+	"gorm.io/gorm"
+	"gorm.io/gorm/clause"
 )
 
 type statsRepository struct {
@@ -19,50 +19,46 @@ func NewStatsRepository(db *gorm.DB) StatsRepository {
 }
 
 func (r *statsRepository) Record(providerID, modelName string) error {
-	today := time.Now().Format("2006-01-02")
-	todayTime, _ := time.Parse("2006-01-02", today)
+	now := time.Now()
+	todayTime := time.Date(now.Year(), now.Month(), now.Day(), 0, 0, 0, 0, now.Location())
 
-	return r.db.Transaction(func(tx *gorm.DB) error {
-		var stats config.UsageStats
-		err := tx.Where("provider_id = ? AND model_name = ? AND date = ?",
-			providerID, modelName, todayTime).First(&stats).Error
+	stats := config.UsageStats{
+		ProviderID:   providerID,
+		ModelName:    modelName,
+		RequestCount: 1,
+		Date:         todayTime,
+	}
 
-		if errors.Is(err, gorm.ErrRecordNotFound) {
-			stats = config.UsageStats{
-				ProviderID:   providerID,
-				ModelName:    modelName,
-				RequestCount: 1,
-				Date:         todayTime,
-			}
-			return tx.Create(&stats).Error
-		} else if err != nil {
-			return err
-		}
-
-		return tx.Model(&stats).Update("request_count", gorm.Expr("request_count + 1")).Error
-	})
+	return r.db.Clauses(clause.OnConflict{
+		Columns: []clause.Column{
+			{Name: "provider_id"},
+			{Name: "model_name"},
+			{Name: "date"},
+		},
+		DoUpdates: clause.Assignments(map[string]interface{}{
+			"request_count": gorm.Expr("request_count + 1"),
+		}),
+	}).Create(&stats).Error
 }
 
 func (r *statsRepository) BatchUpdate(providerID, modelName string, date time.Time, delta int) error {
-	return r.db.Transaction(func(tx *gorm.DB) error {
-		var stats config.UsageStats
-		err := tx.Where("provider_id = ? AND model_name = ? AND date = ?",
-			providerID, modelName, date).First(&stats).Error
+	stats := config.UsageStats{
+		ProviderID:   providerID,
+		ModelName:    modelName,
+		RequestCount: delta,
+		Date:         date,
+	}
 
-		if errors.Is(err, gorm.ErrRecordNotFound) {
-			return tx.Create(&config.UsageStats{
-				ProviderID:   providerID,
-				ModelName:    modelName,
-				RequestCount: delta,
-				Date:         date,
-			}).Error
-		} else if err != nil {
-			return err
-		}
-
-		return tx.Model(&stats).
-			Update("request_count", gorm.Expr("request_count + ?", delta)).Error
-	})
+	return r.db.Clauses(clause.OnConflict{
+		Columns: []clause.Column{
+			{Name: "provider_id"},
+			{Name: "model_name"},
+			{Name: "date"},
+		},
+		DoUpdates: clause.Assignments(map[string]interface{}{
+			"request_count": gorm.Expr("request_count + ?", delta),
+		}),
+	}).Create(&stats).Error
 }
 
 func (r *statsRepository) Query(providerID, modelName string, startDate, endDate *time.Time) ([]domain.UsageStats, error) {

backend/internal/service/model_service_impl.go

@@ -1,11 +1,15 @@
 package service
 
 import (
-	"github.com/google/uuid"
-	appErrors "nex/backend/pkg/errors"
+	"errors"
 
 	"nex/backend/internal/domain"
 	"nex/backend/internal/repository"
+
+	"github.com/google/uuid"
+	"gorm.io/gorm"
+
+	appErrors "nex/backend/pkg/errors"
 )
 
 type modelService struct {
@@ -108,7 +112,11 @@ func (s *modelService) Delete(id string) error {
 func (s *modelService) checkDuplicateModelName(providerID, modelName, excludeID string) error {
 	existing, err := s.modelRepo.FindByProviderAndModelName(providerID, modelName)
 	if err != nil {
-		return nil // 未找到，不重复
+		if errors.Is(err, gorm.ErrRecordNotFound) {
+			return nil // 未找到，不重复
+		}
+
+		return err
 	}
 	if excludeID != "" && existing.ID == excludeID {
 		return nil // 排除自身

backend/internal/service/provider_service_impl.go

@@ -3,10 +3,10 @@ package service
 import (
 	"strings"
 
-	"nex/backend/pkg/modelid"
-
 	"nex/backend/internal/domain"
 	"nex/backend/internal/repository"
+	"nex/backend/pkg/modelid"
+
 	appErrors "nex/backend/pkg/errors"
 )