diff --git a/commands/bake.go b/commands/bake.go
index c93e5cef..011909ce 100644
--- a/commands/bake.go
+++ b/commands/bake.go
@@ -201,10 +201,10 @@ func bakeCmd(dockerCli command.Cli, rootOpts *rootOptions) *cobra.Command {
 	flags := cmd.Flags()
 
 	flags.StringArrayVarP(&options.files, "file", "f", []string{}, "Build definition file")
-	flags.BoolVar(&options.exportLoad, "load", false, "Shorthand for `--set=*.output=type=docker`")
+	flags.BoolVar(&options.exportLoad, "load", false, `Shorthand for "--set=*.output=type=docker"`)
 	flags.BoolVar(&options.printOnly, "print", false, "Print the options without building")
-	flags.BoolVar(&options.exportPush, "push", false, "Shorthand for `--set=*.output=type=registry`")
-	flags.StringArrayVar(&options.overrides, "set", nil, "Override target value (e.g., `targetpattern.key=value`)")
+	flags.BoolVar(&options.exportPush, "push", false, `Shorthand for "--set=*.output=type=registry"`)
+	flags.StringArrayVar(&options.overrides, "set", nil, `Override target value (e.g., "targetpattern.key=value")`)
 
 	commonBuildFlags(&options.commonOptions, flags)
 
diff --git a/commands/build.go b/commands/build.go
index bfefd707..9a33bdeb 100644
--- a/commands/build.go
+++ b/commands/build.go
@@ -14,6 +14,7 @@ import (
 	"github.com/docker/buildx/util/platformutil"
 	"github.com/docker/buildx/util/progress"
 	"github.com/docker/buildx/util/tracing"
+	"github.com/docker/cli-docs-tool/annotation"
 	"github.com/docker/cli/cli"
 	"github.com/docker/cli/cli/command"
 	dockeropts "github.com/docker/cli/opts"
@@ -277,51 +278,51 @@ func buildCmd(dockerCli command.Cli, rootOpts *rootOptions) *cobra.Command {
 
 	flags := cmd.Flags()
 
-	flags.StringSliceVar(&options.extraHosts, "add-host", []string{}, "Add a custom host-to-IP mapping (format: `host:ip`)")
-	flags.SetAnnotation("add-host", "docs.external.url", []string{"https://docs.docker.com/engine/reference/commandline/build/#add-entries-to-container-hosts-file---add-host"})
+	flags.StringSliceVar(&options.extraHosts, "add-host", []string{}, `Add a custom host-to-IP mapping (format: "host:ip")`)
+	flags.SetAnnotation("add-host", annotation.ExternalURL, []string{"https://docs.docker.com/engine/reference/commandline/build/#add-entries-to-container-hosts-file---add-host"})
 
-	flags.StringSliceVar(&options.allow, "allow", []string{}, "Allow extra privileged entitlement (e.g., `network.host`, `security.insecure`)")
+	flags.StringSliceVar(&options.allow, "allow", []string{}, `Allow extra privileged entitlement (e.g., "network.host", "security.insecure")`)
 
 	flags.StringArrayVar(&options.buildArgs, "build-arg", []string{}, "Set build-time variables")
-	flags.SetAnnotation("build-arg", "docs.external.url", []string{"https://docs.docker.com/engine/reference/commandline/build/#set-build-time-variables---build-arg"})
+	flags.SetAnnotation("build-arg", annotation.ExternalURL, []string{"https://docs.docker.com/engine/reference/commandline/build/#set-build-time-variables---build-arg"})
 
-	flags.StringArrayVar(&options.cacheFrom, "cache-from", []string{}, "External cache sources (e.g., `user/app:cache`, `type=local,src=path/to/dir`)")
+	flags.StringArrayVar(&options.cacheFrom, "cache-from", []string{}, `External cache sources (e.g., "user/app:cache", "type=local,src=path/to/dir")`)
 
-	flags.StringArrayVar(&options.cacheTo, "cache-to", []string{}, "Cache export destinations (e.g., `user/app:cache`, `type=local,dest=path/to/dir`)")
+	flags.StringArrayVar(&options.cacheTo, "cache-to", []string{}, `Cache export destinations (e.g., "user/app:cache", "type=local,dest=path/to/dir")`)
 
 	flags.StringVar(&options.cgroupParent, "cgroup-parent", "", "Optional parent cgroup for the container")
-	flags.SetAnnotation("cgroup-parent", "docs.external.url", []string{"https://docs.docker.com/engine/reference/commandline/build/#use-a-custom-parent-cgroup---cgroup-parent"})
+	flags.SetAnnotation("cgroup-parent", annotation.ExternalURL, []string{"https://docs.docker.com/engine/reference/commandline/build/#use-a-custom-parent-cgroup---cgroup-parent"})
 
-	flags.StringVarP(&options.dockerfileName, "file", "f", "", "Name of the Dockerfile (default: `PATH/Dockerfile`)")
-	flags.SetAnnotation("file", "docs.external.url", []string{"https://docs.docker.com/engine/reference/commandline/build/#specify-a-dockerfile--f"})
+	flags.StringVarP(&options.dockerfileName, "file", "f", "", `Name of the Dockerfile (default: "PATH/Dockerfile")`)
+	flags.SetAnnotation("file", annotation.ExternalURL, []string{"https://docs.docker.com/engine/reference/commandline/build/#specify-a-dockerfile--f"})
 
 	flags.StringVar(&options.imageIDFile, "iidfile", "", "Write the image ID to the file")
 
 	flags.StringArrayVar(&options.labels, "label", []string{}, "Set metadata for an image")
 
-	flags.BoolVar(&options.exportLoad, "load", false, "Shorthand for `--output=type=docker`")
+	flags.BoolVar(&options.exportLoad, "load", false, `Shorthand for "--output=type=docker"`)
 
-	flags.StringVar(&options.networkMode, "network", "default", "Set the networking mode for the RUN instructions during build")
+	flags.StringVar(&options.networkMode, "network", "default", `Set the networking mode for the "RUN" instructions during build`)
 
-	flags.StringArrayVarP(&options.outputs, "output", "o", []string{}, "Output destination (format: `type=local,dest=path`)")
+	flags.StringArrayVarP(&options.outputs, "output", "o", []string{}, `Output destination (format: "type=local,dest=path")`)
 
 	flags.StringArrayVar(&options.platforms, "platform", platformsDefault, "Set target platform for build")
 
-	flags.BoolVar(&options.exportPush, "push", false, "Shorthand for `--output=type=registry`")
+	flags.BoolVar(&options.exportPush, "push", false, `Shorthand for "--output=type=registry"`)
 
 	flags.BoolVarP(&options.quiet, "quiet", "q", false, "Suppress the build output and print image ID on success")
 
-	flags.StringArrayVar(&options.secrets, "secret", []string{}, "Secret file to expose to the build (format: `id=mysecret,src=/local/secret`)")
+	flags.StringArrayVar(&options.secrets, "secret", []string{}, `Secret file to expose to the build (format: "id=mysecret,src=/local/secret")`)
 
-	flags.Var(&options.shmSize, "shm-size", "Size of `/dev/shm`")
+	flags.Var(&options.shmSize, "shm-size", `Size of "/dev/shm"`)
 
-	flags.StringArrayVar(&options.ssh, "ssh", []string{}, "SSH agent socket or keys to expose to the build (format: `default|<id>[=<socket>|<key>[,<key>]]`)")
+	flags.StringArrayVar(&options.ssh, "ssh", []string{}, `SSH agent socket or keys to expose to the build (format: "default|<id>[=<socket>|<key>[,<key>]]")`)
 
-	flags.StringArrayVarP(&options.tags, "tag", "t", []string{}, "Name and optionally a tag (format: `name:tag`)")
-	flags.SetAnnotation("tag", "docs.external.url", []string{"https://docs.docker.com/engine/reference/commandline/build/#tag-an-image--t"})
+	flags.StringArrayVarP(&options.tags, "tag", "t", []string{}, `Name and optionally a tag (format: "name:tag")`)
+	flags.SetAnnotation("tag", annotation.ExternalURL, []string{"https://docs.docker.com/engine/reference/commandline/build/#tag-an-image--t"})
 
-	flags.StringVar(&options.target, "target", "", "Set the target build stage to build.")
-	flags.SetAnnotation("target", "docs.external.url", []string{"https://docs.docker.com/engine/reference/commandline/build/#specifying-target-build-stage---target"})
+	flags.StringVar(&options.target, "target", "", "Set the target build stage to build")
+	flags.SetAnnotation("target", annotation.ExternalURL, []string{"https://docs.docker.com/engine/reference/commandline/build/#specifying-target-build-stage---target"})
 
 	flags.Var(options.ulimits, "ulimit", "Ulimit options")
 
@@ -349,7 +350,7 @@ func buildCmd(dockerCli command.Cli, rootOpts *rootOptions) *cobra.Command {
 	flags.StringVarP(&ignore, "memory", "m", "", "Memory limit")
 	flags.MarkHidden("memory")
 
-	flags.StringVar(&ignore, "memory-swap", "", "Swap limit equal to memory plus swap: `-1` to enable unlimited swap")
+	flags.StringVar(&ignore, "memory-swap", "", `Swap limit equal to memory plus swap: "-1" to enable unlimited swap`)
 	flags.MarkHidden("memory-swap")
 
 	flags.Int64VarP(&ignoreInt, "cpu-shares", "c", 0, "CPU shares (relative weight)")
@@ -361,10 +362,10 @@ func buildCmd(dockerCli command.Cli, rootOpts *rootOptions) *cobra.Command {
 	flags.Int64Var(&ignoreInt, "cpu-quota", 0, "Limit the CPU CFS (Completely Fair Scheduler) quota")
 	flags.MarkHidden("cpu-quota")
 
-	flags.StringVar(&ignore, "cpuset-cpus", "", "CPUs in which to allow execution (`0-3`, `0,1`)")
+	flags.StringVar(&ignore, "cpuset-cpus", "", `CPUs in which to allow execution ("0-3", "0,1")`)
 	flags.MarkHidden("cpuset-cpus")
 
-	flags.StringVar(&ignore, "cpuset-mems", "", "MEMs in which to allow execution (`0-3`, `0,1`)")
+	flags.StringVar(&ignore, "cpuset-mems", "", `MEMs in which to allow execution ("0-3", "0,1")`)
 	flags.MarkHidden("cpuset-mems")
 
 	flags.BoolVar(&ignoreBool, "rm", true, "Remove intermediate containers after a successful build")
@@ -379,7 +380,7 @@ func buildCmd(dockerCli command.Cli, rootOpts *rootOptions) *cobra.Command {
 
 func commonBuildFlags(options *commonOptions, flags *pflag.FlagSet) {
 	options.noCache = flags.Bool("no-cache", false, "Do not use cache when building the image")
-	flags.StringVar(&options.progress, "progress", "auto", "Set type of progress output (`auto`, `plain`, `tty`). Use plain to show container output")
+	flags.StringVar(&options.progress, "progress", "auto", `Set type of progress output ("auto", "plain", "tty"). Use plain to show container output`)
 	options.pull = flags.Bool("pull", false, "Always attempt to pull a newer version of the image")
 	flags.StringVar(&options.metadataFile, "metadata-file", "", "Write build result metadata to the file")
 }
diff --git a/commands/create.go b/commands/create.go
index 7dc27f27..1d4169fb 100644
--- a/commands/create.go
+++ b/commands/create.go
@@ -212,7 +212,7 @@ func createCmd(dockerCli command.Cli) *cobra.Command {
 		if len(drivers.String()) > 0 {
 			drivers.WriteString(", ")
 		}
-		drivers.WriteString(fmt.Sprintf("`%s`", d.Name()))
+		drivers.WriteString(fmt.Sprintf(`"%s"`, d.Name()))
 	}
 
 	cmd := &cobra.Command{
diff --git a/commands/prune.go b/commands/prune.go
index 2318b0c1..b4207ae5 100644
--- a/commands/prune.go
+++ b/commands/prune.go
@@ -139,7 +139,7 @@ func pruneCmd(dockerCli command.Cli, rootOpts *rootOptions) *cobra.Command {
 
 	flags := cmd.Flags()
 	flags.BoolVarP(&options.all, "all", "a", false, "Remove all unused images, not just dangling ones")
-	flags.Var(&options.filter, "filter", "Provide filter values (e.g., `until=24h`)")
+	flags.Var(&options.filter, "filter", `Provide filter values (e.g., "until=24h")`)
 	flags.Var(&options.keepStorage, "keep-storage", "Amount of disk space to keep for cache")
 	flags.BoolVar(&options.verbose, "verbose", false, "Provide a more verbose output")
 	flags.BoolVarP(&options.force, "force", "f", false, "Do not prompt for confirmation")
diff --git a/commands/root.go b/commands/root.go
index 10993d9b..593d1b47 100644
--- a/commands/root.go
+++ b/commands/root.go
@@ -4,6 +4,7 @@ import (
 	"os"
 
 	imagetoolscmd "github.com/docker/buildx/commands/imagetools"
+	"github.com/docker/cli-docs-tool/annotation"
 	"github.com/docker/cli/cli-plugins/plugin"
 	"github.com/docker/cli/cli/command"
 	"github.com/spf13/cobra"
@@ -15,6 +16,9 @@ func NewRootCmd(name string, isPlugin bool, dockerCli command.Cli) *cobra.Comman
 		Short: "Docker Buildx",
 		Long:  `Extended build capabilities with BuildKit`,
 		Use:   name,
+		Annotations: map[string]string{
+			annotation.CodeDelimiter: `"`,
+		},
 	}
 	if isPlugin {
 		cmd.PersistentPreRunE = func(cmd *cobra.Command, args []string) error {
diff --git a/docs/reference/buildx_build.md b/docs/reference/buildx_build.md
index e426cd5c..49b24d02 100644
--- a/docs/reference/buildx_build.md
+++ b/docs/reference/buildx_build.md
@@ -27,7 +27,7 @@ Start a build
 | `--label stringArray` | Set metadata for an image |
 | [`--load`](#load) | Shorthand for `--output=type=docker` |
 | `--metadata-file string` | Write build result metadata to the file |
-| `--network string` | Set the networking mode for the RUN instructions during build |
+| `--network string` | Set the networking mode for the `RUN` instructions during build |
 | `--no-cache` | Do not use cache when building the image |
 | [`-o`](#output), [`--output stringArray`](#output) | Output destination (format: `type=local,dest=path`) |
 | [`--platform stringArray`](#platform) | Set target platform for build |
@@ -39,7 +39,7 @@ Start a build
 | [`--shm-size bytes`](#shm-size) | Size of `/dev/shm` |
 | `--ssh stringArray` | SSH agent socket or keys to expose to the build (format: `default\|<id>[=<socket>\|<key>[,<key>]]`) |
 | [`-t`](https://docs.docker.com/engine/reference/commandline/build/#tag-an-image--t), [`--tag stringArray`](https://docs.docker.com/engine/reference/commandline/build/#tag-an-image--t) | Name and optionally a tag (format: `name:tag`) |
-| [`--target string`](https://docs.docker.com/engine/reference/commandline/build/#specifying-target-build-stage---target) | Set the target build stage to build. |
+| [`--target string`](https://docs.docker.com/engine/reference/commandline/build/#specifying-target-build-stage---target) | Set the target build stage to build |
 | [`--ulimit ulimit`](#ulimit) | Ulimit options |
 
 
diff --git a/go.mod b/go.mod
index aeaddc83..dd38251f 100644
--- a/go.mod
+++ b/go.mod
@@ -12,7 +12,7 @@ require (
 	github.com/containerd/console v1.0.3
 	github.com/containerd/containerd v1.5.5
 	github.com/docker/cli v20.10.8+incompatible
-	github.com/docker/cli-docs-tool v0.2.1
+	github.com/docker/cli-docs-tool v0.3.0
 	github.com/docker/compose-on-kubernetes v0.4.19-0.20190128150448-356b2919c496 // indirect
 	github.com/docker/distribution v2.7.1+incompatible
 	github.com/docker/docker v20.10.7+incompatible
diff --git a/go.sum b/go.sum
index f055914f..7ea58f63 100644
--- a/go.sum
+++ b/go.sum
@@ -412,8 +412,8 @@ github.com/distribution/distribution/v3 v3.0.0-20210316161203-a01c71e2477e/go.mo
 github.com/dnaeon/go-vcr v1.0.1/go.mod h1:aBB1+wY4s93YsC3HHjMBMrwTj2R9FHDzUr9KyGc8n1E=
 github.com/docker/cli v20.10.3-0.20210702143511-f782d1355eff+incompatible h1:CaaxCD/l9Dxogu6lxf7AQautlv3sHULrasPadayp0fM=
 github.com/docker/cli v20.10.3-0.20210702143511-f782d1355eff+incompatible/go.mod h1:JLrzqnKDaYBop7H2jaqPtU4hHvMKP+vjCwu2uszcLI8=
-github.com/docker/cli-docs-tool v0.2.1 h1:ffZhhdws6kE+dCKHLMlYROZz8z01RtWbz+g4xz0eBIU=
-github.com/docker/cli-docs-tool v0.2.1/go.mod h1:rgW5KKdNpLMBIuH4WQ/1RNh38nH+/Ay5jgL4P0ZMPpY=
+github.com/docker/cli-docs-tool v0.3.0 h1:GFp265P7r0k59EmjD3r066iqN1y4L5qlKsBeODJYGXo=
+github.com/docker/cli-docs-tool v0.3.0/go.mod h1:rgW5KKdNpLMBIuH4WQ/1RNh38nH+/Ay5jgL4P0ZMPpY=
 github.com/docker/compose-on-kubernetes v0.4.19-0.20190128150448-356b2919c496 h1:90ytrX1dbzL7Uf/hHiuWwvywC+gikHv4hkAy4CwRTbs=
 github.com/docker/compose-on-kubernetes v0.4.19-0.20190128150448-356b2919c496/go.mod h1:iT2pYfi580XlpaV4KmK0T6+4/9+XoKmk/fhoDod1emE=
 github.com/docker/distribution v0.0.0-20190905152932-14b96e55d84c/go.mod h1:0+TTO4EOBfRPhZXAeF1Vu+W3hHZ8eLp8PgKVZlcvtFY=
diff --git a/vendor/github.com/docker/cli-docs-tool/annotation/annotation.go b/vendor/github.com/docker/cli-docs-tool/annotation/annotation.go
new file mode 100644
index 00000000..400bd9f7
--- /dev/null
+++ b/vendor/github.com/docker/cli-docs-tool/annotation/annotation.go
@@ -0,0 +1,23 @@
+// Copyright 2021 cli-docs-tool authors
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+//    http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package annotation
+
+const (
+	// ExternalURL specifies an external link annotation
+	ExternalURL = "docs.external.url"
+	// CodeDelimiter specifies the char that will be converted as code backtick.
+	// Can be used on cmd for inheritance or a specific flag.
+	CodeDelimiter = "docs.code-delimiter"
+)
diff --git a/vendor/github.com/docker/cli-docs-tool/clidocstool.go b/vendor/github.com/docker/cli-docs-tool/clidocstool.go
index 9dfb8004..302fc59d 100644
--- a/vendor/github.com/docker/cli-docs-tool/clidocstool.go
+++ b/vendor/github.com/docker/cli-docs-tool/clidocstool.go
@@ -22,11 +22,6 @@ import (
 	"github.com/spf13/cobra"
 )
 
-const (
-	// AnnotationExternalUrl specifies an external link annotation
-	AnnotationExternalUrl = "docs.external.url"
-)
-
 // Options defines options for cli-docs-tool
 type Options struct {
 	Root      *cobra.Command
diff --git a/vendor/github.com/docker/cli-docs-tool/clidocstool_md.go b/vendor/github.com/docker/cli-docs-tool/clidocstool_md.go
index 7b1d6ec0..e08a76d0 100644
--- a/vendor/github.com/docker/cli-docs-tool/clidocstool_md.go
+++ b/vendor/github.com/docker/cli-docs-tool/clidocstool_md.go
@@ -24,6 +24,7 @@ import (
 	"strings"
 	"text/template"
 
+	"github.com/docker/cli-docs-tool/annotation"
 	"github.com/spf13/cobra"
 	"github.com/spf13/pflag"
 )
@@ -51,6 +52,18 @@ func (c *Client) GenMarkdownTree(cmd *cobra.Command) error {
 	sourcePath := filepath.Join(c.source, mdFile)
 	targetPath := filepath.Join(c.target, mdFile)
 
+	// check recursively to handle inherited annotations
+	for curr := cmd; curr != nil; curr = curr.Parent() {
+		if _, ok := cmd.Annotations[annotation.CodeDelimiter]; !ok {
+			if cd, cok := curr.Annotations[annotation.CodeDelimiter]; cok {
+				if cmd.Annotations == nil {
+					cmd.Annotations = map[string]string{}
+				}
+				cmd.Annotations[annotation.CodeDelimiter] = cd
+			}
+		}
+	}
+
 	if !fileExists(sourcePath) {
 		var icBuf bytes.Buffer
 		icTpl, err := template.New("ic").Option("missingkey=error").Parse(`# {{ .Command }}
@@ -120,7 +133,7 @@ func mdFilename(cmd *cobra.Command) string {
 
 func mdMakeLink(txt, link string, f *pflag.Flag, isAnchor bool) string {
 	link = "#" + link
-	annotations, ok := f.Annotations[AnnotationExternalUrl]
+	annotations, ok := f.Annotations[annotation.ExternalURL]
 	if ok && len(annotations) > 0 {
 		link = annotations[0]
 	} else {
@@ -186,7 +199,13 @@ func mdCmdOutput(cmd *cobra.Command, old string) (string, error) {
 			}
 			name += "`"
 			name = mdMakeLink(name, f.Name, f, isLink)
-			fmt.Fprintf(b, "%s | %s |\n", mdEscapePipe(name), mdEscapePipe(f.Usage))
+			usage := f.Usage
+			if cd, ok := f.Annotations[annotation.CodeDelimiter]; ok {
+				usage = strings.ReplaceAll(usage, cd[0], "`")
+			} else if cd, ok := cmd.Annotations[annotation.CodeDelimiter]; ok {
+				usage = strings.ReplaceAll(usage, cd, "`")
+			}
+			fmt.Fprintf(b, "%s | %s |\n", mdEscapePipe(name), mdEscapePipe(usage))
 		})
 		fmt.Fprintln(b, "")
 	}
diff --git a/vendor/github.com/docker/cli-docs-tool/clidocstool_yaml.go b/vendor/github.com/docker/cli-docs-tool/clidocstool_yaml.go
index 91ccf623..55cd49dd 100644
--- a/vendor/github.com/docker/cli-docs-tool/clidocstool_yaml.go
+++ b/vendor/github.com/docker/cli-docs-tool/clidocstool_yaml.go
@@ -24,6 +24,7 @@ import (
 	"sort"
 	"strings"
 
+	"github.com/docker/cli-docs-tool/annotation"
 	"github.com/spf13/cobra"
 	"github.com/spf13/pflag"
 	"gopkg.in/yaml.v2"
@@ -37,6 +38,7 @@ type cmdOption struct {
 	Description     string `yaml:",omitempty"`
 	DetailsURL      string `yaml:"details_url,omitempty"` // DetailsURL contains an anchor-id or link for more information on this flag
 	Deprecated      bool
+	Hidden          bool
 	MinAPIVersion   string `yaml:"min_api_version,omitempty"`
 	Experimental    bool
 	ExperimentalCLI bool
@@ -164,7 +166,7 @@ func (c *Client) genYamlCustom(cmd *cobra.Command, w io.Writer) error {
 		cliDoc.Usage = cmd.UseLine()
 	}
 
-	// Check recursively so that, e.g., `docker stack ls` returns the same output as `docker stack`
+	// check recursively to handle inherited annotations
 	for curr := cmd; curr != nil; curr = curr.Parent() {
 		if v, ok := curr.Annotations["version"]; ok && cliDoc.MinAPIVersion == "" {
 			cliDoc.MinAPIVersion = v
@@ -184,6 +186,14 @@ func (c *Client) genYamlCustom(cmd *cobra.Command, w io.Writer) error {
 		if o, ok := curr.Annotations["ostype"]; ok && cliDoc.OSType == "" {
 			cliDoc.OSType = o
 		}
+		if _, ok := cmd.Annotations[annotation.CodeDelimiter]; !ok {
+			if cd, cok := curr.Annotations[annotation.CodeDelimiter]; cok {
+				if cmd.Annotations == nil {
+					cmd.Annotations = map[string]string{}
+				}
+				cmd.Annotations[annotation.CodeDelimiter] = cd
+			}
+		}
 	}
 
 	anchors := make(map[string]struct{})
@@ -195,11 +205,11 @@ func (c *Client) genYamlCustom(cmd *cobra.Command, w io.Writer) error {
 
 	flags := cmd.NonInheritedFlags()
 	if flags.HasFlags() {
-		cliDoc.Options = genFlagResult(flags, anchors)
+		cliDoc.Options = genFlagResult(cmd, flags, anchors)
 	}
 	flags = cmd.InheritedFlags()
 	if flags.HasFlags() {
-		cliDoc.InheritedOptions = genFlagResult(flags, anchors)
+		cliDoc.InheritedOptions = genFlagResult(cmd, flags, anchors)
 	}
 
 	if hasSeeAlso(cmd) {
@@ -237,7 +247,7 @@ func (c *Client) genYamlCustom(cmd *cobra.Command, w io.Writer) error {
 	return nil
 }
 
-func genFlagResult(flags *pflag.FlagSet, anchors map[string]struct{}) []cmdOption {
+func genFlagResult(cmd *cobra.Command, flags *pflag.FlagSet, anchors map[string]struct{}) []cmdOption {
 	var (
 		result []cmdOption
 		opt    cmdOption
@@ -262,11 +272,19 @@ func genFlagResult(flags *pflag.FlagSet, anchors map[string]struct{}) []cmdOptio
 			Option:       flag.Name,
 			ValueType:    flag.Value.Type(),
 			DefaultValue: forceMultiLine(flag.DefValue, defaultValueMaxWidth),
-			Description:  forceMultiLine(flag.Usage, descriptionMaxWidth),
 			Deprecated:   len(flag.Deprecated) > 0,
+			Hidden:       flag.Hidden,
+		}
+
+		usage := flag.Usage
+		if cd, ok := flag.Annotations[annotation.CodeDelimiter]; ok {
+			usage = strings.ReplaceAll(usage, cd[0], "`")
+		} else if cd, ok := cmd.Annotations[annotation.CodeDelimiter]; ok {
+			usage = strings.ReplaceAll(usage, cd, "`")
 		}
+		opt.Description = forceMultiLine(usage, descriptionMaxWidth)
 
-		if v, ok := flag.Annotations[AnnotationExternalUrl]; ok && len(v) > 0 {
+		if v, ok := flag.Annotations[annotation.ExternalURL]; ok && len(v) > 0 {
 			opt.DetailsURL = strings.TrimPrefix(v[0], "https://docs.docker.com")
 		} else if _, ok = anchors[flag.Name]; ok {
 			opt.DetailsURL = "#" + flag.Name
diff --git a/vendor/modules.txt b/vendor/modules.txt
index 49954d2a..800fa5ad 100644
--- a/vendor/modules.txt
+++ b/vendor/modules.txt
@@ -102,9 +102,10 @@ github.com/docker/cli/cli/streams
 github.com/docker/cli/cli/trust
 github.com/docker/cli/cli/version
 github.com/docker/cli/opts
-# github.com/docker/cli-docs-tool v0.2.1
+# github.com/docker/cli-docs-tool v0.3.0
 ## explicit
 github.com/docker/cli-docs-tool
+github.com/docker/cli-docs-tool/annotation
 # github.com/docker/compose-on-kubernetes v0.4.19-0.20190128150448-356b2919c496
 ## explicit
 github.com/docker/compose-on-kubernetes/api