diff --git a/app/cmd/doc.go b/app/cmd/doc.go
new file mode 100644
index 0000000000000000000000000000000000000000..797eb39509c13fd7e33288317e8d313e309d4d95
--- /dev/null
+++ b/app/cmd/doc.go
@@ -0,0 +1,57 @@
+package cmd
+
+import (
+	"fmt"
+	"github.com/spf13/cobra"
+	"github.com/spf13/cobra/doc"
+	"path"
+	"path/filepath"
+	"strings"
+	"time"
+)
+
+func init() {
+	rootCmd.AddCommand(docCmd)
+}
+
+const (
+	gendocFrontmatterTemplate = `---
+date: %s
+title: "%s"
+anchor: %s
+url: %s
+---
+`
+)
+
+var docCmd = &cobra.Command{
+	Use:   "doc",
+	Short: "Genereate document",
+	Long:  `Genereate document`,
+	Run: func(cmd *cobra.Command, args []string) {
+		if len(args) == 0 {
+			cmd.Help()
+			return
+		}
+
+		now := time.Now().Format(time.RFC3339)
+		prepender := func(filename string) string {
+			name := filepath.Base(filename)
+			base := strings.TrimSuffix(name, path.Ext(name))
+			url := "/commands/" + strings.ToLower(base) + "/"
+			return fmt.Sprintf(gendocFrontmatterTemplate, now, strings.Replace(base, "_", " ", -1), base, url)
+		}
+
+		linkHandler := func(name string) string {
+			base := strings.TrimSuffix(name, path.Ext(name))
+			return "/commands/" + strings.ToLower(base) + "/"
+		}
+
+		outputDir := args[0]
+
+		err := doc.GenMarkdownTreeCustom(rootCmd, outputDir, prepender, linkHandler)
+		if err != nil {
+			cmd.PrintErr(err)
+		}
+	},
+}
diff --git a/app/cmd/doc_test.go b/app/cmd/doc_test.go
new file mode 100644
index 0000000000000000000000000000000000000000..6f62df916a2bfbcdae560c5c4b4ced6207867290
--- /dev/null
+++ b/app/cmd/doc_test.go
@@ -0,0 +1,61 @@
+package cmd
+
+import (
+	"github.com/golang/mock/gomock"
+	. "github.com/onsi/ginkgo"
+	. "github.com/onsi/gomega"
+	"github.com/spf13/cobra"
+	"bytes"
+	"os"
+	"io/ioutil"
+	"path/filepath"
+)
+
+var _ = Describe("doc command test", func() {
+	var (
+		ctrl *gomock.Controller
+	)
+
+	BeforeEach(func() {
+		ctrl = gomock.NewController(GinkgoT())
+		config = nil
+	})
+
+	AfterEach(func() {
+		config = nil
+		ctrl.Finish()
+	})
+
+	Context("basic test", func() {
+		It("lack of arguments", func() {
+			buf := new(bytes.Buffer)
+			rootCmd.SetOutput(buf)
+
+			docCmd.SetHelpFunc(func(cmd *cobra.Command, _ []string) {
+				cmd.Print("help")
+			})
+
+			rootCmd.SetArgs([]string{"doc"})
+			_, err := rootCmd.ExecuteC()
+			Expect(err).To(BeNil())
+			Expect(buf.String()).To(Equal("help"))
+		})
+
+		It("should success", func(){
+			buf := new(bytes.Buffer)
+			rootCmd.SetOutput(buf)
+
+			tmpdir, err := ioutil.TempDir("", "test-gen-cmd-tree")
+			Expect(err).To(BeNil())
+			defer os.RemoveAll(tmpdir)
+
+			rootCmd.SetArgs([]string{"doc", tmpdir})
+			_, err = rootCmd.ExecuteC()
+			Expect(err).To(BeNil())
+			Expect(buf.String()).To(Equal(""))
+
+			_, err = os.Stat(filepath.Join(tmpdir, "jcli_doc.md"))
+			Expect(err).To(BeNil())
+		})
+	})
+})
diff --git a/go.sum b/go.sum
index df4871509e8588866e8cdd4bd6b133fabcc2db9d..089a1a653b953cc8cf2d8a6c08c8e32dc418705b 100644
--- a/go.sum
+++ b/go.sum
@@ -13,6 +13,7 @@ github.com/atotto/clipboard v0.1.2/go.mod h1:ZY9tmq7sm5xIbd9bOK4onWV4S6X0u6GY7Vn
 github.com/coreos/etcd v3.3.10+incompatible/go.mod h1:uF7uidLiAD3TWHmW31ZFd/JWoc32PjwdhPthX9715RE=
 github.com/coreos/go-etcd v2.0.0+incompatible/go.mod h1:Jez6KQU2B/sWsbdaef3ED8NzMklzPG4d5KIOhIy30Tk=
 github.com/coreos/go-semver v0.2.0/go.mod h1:nnelYz7RCh+5ahJtPPxZlU+153eP4D4r3EedlOD2RNk=
+github.com/cpuguy83/go-md2man v1.0.10 h1:BSKMNlYxDvnunlTymqtgONjNnaRV1sTpcovwwjF22jk=
 github.com/cpuguy83/go-md2man v1.0.10/go.mod h1:SmD6nW6nTyfqj6ABTjUi3V3JVMnlJmwcJI5acqYI6dE=
 github.com/davecgh/go-spew v1.1.1 h1:vj9j/u1bqnvCEfJOwUhtlOARqs3+rkHYY13jYWTU97c=
 github.com/davecgh/go-spew v1.1.1/go.mod h1:J7Y8YcW2NihsgmVo/mv3lAwl/skON4iLHjSsI+c5H38=
@@ -55,6 +56,7 @@ github.com/onsi/gomega v1.6.0/go.mod h1:ex+gbHU/CVuBBDIJjb2X0qEXbFg53c61hWP/1Cpa
 github.com/pelletier/go-toml v1.2.0/go.mod h1:5z9KED0ma1S8pY6P1sdut58dfprrGBbd/94hg7ilaic=
 github.com/pmezard/go-difflib v1.0.0 h1:4DBwDE0NGyQoBHbLQYPwSUPoCMWR5BEzIk/f1lZbAQM=
 github.com/pmezard/go-difflib v1.0.0/go.mod h1:iKH77koFhYxTK1pcRnkKkqfTogsbg7gZNVY4sRDYZ/4=
+github.com/russross/blackfriday v1.5.2 h1:HyvC0ARfnZBqnXwABFeSZHpKvJHJJfPz81GNueLj0oo=
 github.com/russross/blackfriday v1.5.2/go.mod h1:JO/DiYxRf+HjHt06OyowR9PTA263kcR/rfWxYHBV53g=
 github.com/spf13/afero v1.1.2/go.mod h1:j4pytiNVoe2o6bmDsKpLACNPDBIoEAkihy7loJ1B0CQ=
 github.com/spf13/cast v1.3.0/go.mod h1:Qx5cxh0v+4UWYiBimWS+eyWzqEqokIECu5etghLkUJE=