diff --git a/Makefile b/Makefile
index ff76f2c..c8977d1 100644
--- a/Makefile
+++ b/Makefile
@@ -1,4 +1,4 @@
-.PHONY: all build build-all install install-win uninstall clean help test install-bootstrap-docs sync-embed-workspace cleanup-embed-workspace test-only clean-test-artifacts
+.PHONY: all build build-all package-all install install-win uninstall clean help test install-bootstrap-docs sync-embed-workspace cleanup-embed-workspace test-only clean-test-artifacts
 
 # Build variables
 BINARY_NAME=clawgo
@@ -21,6 +21,9 @@ LDFLAGS=-ldflags "$(BASE_LDFLAGS)$(EXTRA_LDFLAGS)"
 GO?=go
 GOFLAGS?=-v
 
+# Cross-platform build matrix (space-separated GOOS/GOARCH pairs)
+BUILD_TARGETS?=linux/amd64 linux/arm64 linux/riscv64 darwin/amd64 darwin/arm64 windows/amd64 windows/arm64
+
 # Installation
 INSTALL_PREFIX?=/usr/local
 INSTALL_BIN_DIR=$(INSTALL_PREFIX)/bin
@@ -79,18 +82,45 @@ build: sync-embed-workspace
 	@echo "Build complete: $(BINARY_PATH)"
 	@ln -sf $(BINARY_NAME)-$(PLATFORM)-$(ARCH) $(BUILD_DIR)/$(BINARY_NAME)
 
-## build-all: Build clawgo for all platforms
+## build-all: Build clawgo for all configured platforms (override with BUILD_TARGETS="linux/amd64 ...")
 build-all: sync-embed-workspace
-	@echo "Building for multiple platforms..."
+	@echo "Building for multiple platforms: $(BUILD_TARGETS)"
 	@mkdir -p $(BUILD_DIR)
 	@set -e; trap '$(MAKE) cleanup-embed-workspace' EXIT; \
-	GOOS=linux GOARCH=amd64 $(GO) build $(LDFLAGS) -o $(BUILD_DIR)/$(BINARY_NAME)-linux-amd64 ./$(CMD_DIR); \
-	GOOS=linux GOARCH=arm64 $(GO) build $(LDFLAGS) -o $(BUILD_DIR)/$(BINARY_NAME)-linux-arm64 ./$(CMD_DIR); \
-	GOOS=linux GOARCH=riscv64 $(GO) build $(LDFLAGS) -o $(BUILD_DIR)/$(BINARY_NAME)-linux-riscv64 ./$(CMD_DIR); \
-# 	GOOS=darwin GOARCH=amd64 $(GO) build $(LDFLAGS) -o $(BUILD_DIR)/$(BINARY_NAME)-darwin-amd64 ./$(CMD_DIR)
-	GOOS=windows GOARCH=amd64 $(GO) build $(LDFLAGS) -o $(BUILD_DIR)/$(BINARY_NAME)-windows-amd64.exe ./$(CMD_DIR)
+	for target in $(BUILD_TARGETS); do \
+		goos="$${target%/*}"; \
+		goarch="$${target#*/}"; \
+		out="$(BUILD_DIR)/$(BINARY_NAME)-$$goos-$$goarch"; \
+		if [ "$$goos" = "windows" ]; then out="$$out.exe"; fi; \
+		echo " -> $$goos/$$goarch"; \
+		CGO_ENABLED=0 GOOS=$$goos GOARCH=$$goarch $(GO) build $(GOFLAGS) $(LDFLAGS) -o "$$out" ./$(CMD_DIR); \
+	done
 	@echo "All builds complete"
 
+## package-all: Create compressed archives and checksums for all build targets
+package-all: build-all
+	@echo "Packaging build artifacts..."
+	@set -e; cd $(BUILD_DIR); \
+	for target in $(BUILD_TARGETS); do \
+		goos="$${target%/*}"; \
+		goarch="$${target#*/}"; \
+		bin="$(BINARY_NAME)-$$goos-$$goarch"; \
+		if [ "$$goos" = "windows" ]; then \
+			bin="$$bin.exe"; \
+			archive="$(BINARY_NAME)-$$goos-$$goarch.zip"; \
+			zip -q -j "$$archive" "$$bin"; \
+		else \
+			archive="$(BINARY_NAME)-$$goos-$$goarch.tar.gz"; \
+			tar -czf "$$archive" "$$bin"; \
+		fi; \
+	done; \
+	if command -v sha256sum >/dev/null 2>&1; then \
+		sha256sum *.tar.gz *.zip 2>/dev/null | tee checksums.txt || true; \
+	elif command -v shasum >/dev/null 2>&1; then \
+		shasum -a 256 *.tar.gz *.zip 2>/dev/null | tee checksums.txt || true; \
+	fi
+	@echo "Package complete: $(BUILD_DIR)"
+
 ## sync-embed-workspace: Sync root workspace files into cmd/clawgo/workspace for go:embed
 sync-embed-workspace:
 	@echo "Syncing workspace seed files for embedding..."
diff --git a/README.md b/README.md
index e2e3c2e..f3b686e 100644
--- a/README.md
+++ b/README.md
@@ -173,6 +173,16 @@ clawgo skills ...                  技能安装/查看/卸载
 clawgo uninstall [--purge] [--remove-bin]
 ```
 
+Make 多平台构建：
+
+```bash
+make build-all
+# 自定义目标矩阵（示例）
+make build-all BUILD_TARGETS="linux/amd64 linux/arm64 darwin/arm64 windows/amd64"
+# 产物打包 + 校验和
+make package-all
+```
+
 全局参数：
 
 ```bash
diff --git a/README_EN.md b/README_EN.md
index a4a046c..6e3b03b 100644
--- a/README_EN.md
+++ b/README_EN.md
@@ -154,6 +154,16 @@ clawgo skills ...                  Skill install/list/remove/show
 clawgo uninstall [--purge] [--remove-bin]
 ```
 
+Make cross-platform build:
+
+```bash
+make build-all
+# Override build matrix (example)
+make build-all BUILD_TARGETS="linux/amd64 linux/arm64 darwin/arm64 windows/amd64"
+# Package artifacts + checksums
+make package-all
+```
+
 Global flags:
 
 ```bash