Apply suggestions and remove duplicated content

- Move embe images to other section
- Remove dupplication in context menu section

doc/user/incident_management/index.md

@@ -65,6 +65,11 @@ alert is resolved.
 Metrics can be embedded anywhere where GitLab Markdown is used, for example,
 descriptions and comments on issues and merge requests.
 
+This can be useful for when you're sharing metrics, such as for discussing
+an incident or performance issues, so you can output the dashboard directly
+into any issue, merge request, epic, or any other Markdown text field in GitLab
+by simply [copying and pasting the link to the metrics dashboard](../project/integrations/prometheus.md#embedding-gitlab-managed-kubernetes-metrics).
+
 TIP: **Tip:**
 Both GitLab-hosted and Grafana metrics can also be
 [embedded in issue templates](../project/integrations/prometheus.md#embedding-metrics-in-issue-templates).
@@ -73,6 +78,32 @@ Both GitLab-hosted and Grafana metrics can also be
 
 Learn how to embed [GitLab hosted metric charts](../project/integrations/prometheus.md#embedding-metric-charts-within-gitlab-flavored-markdown).
 
+#### Context menu
+
+From each of the embedded metrics panels, you can access more details
+about the data you are viewing from a context menu.
+
+You can access the context menu by clicking the **{ellipsis_v}** **More actions**
+dropdown box above the upper right corner of the panel:
+
+The options are:
+
+- [View logs](#view-logs-ultimate) **(ULTIMATE)**
+- [Download CSV](#download-csv)
+
+##### View logs **(ULTIMATE)**
+
+> [Introduced](https://gitlab.com/gitlab-org/gitlab/issues/201846) in GitLab Ultimate 12.8.
+
+This can be useful if you are triaging an application incident and need to
+[explore logs](../project/integrations/prometheus.md#view-pod-logs-ultimate)
+from across your application. It also helps you to understand
+what is affecting your application's performance and quickly resolve any problems.
+
+##### Download CSV
+
+Data from embedded charts can be [downloaded as CSV](../project/integrations/prometheus.md#downloading-data-as-csv).
+
 ### Grafana metrics
 
 Learn how to embed [Grafana hosted metric charts](../project/integrations/prometheus.md#embedding-grafana-charts).

doc/user/project/integrations/prometheus.md

@@ -561,7 +561,9 @@ The options are:
 
 > [Introduced](https://gitlab.com/gitlab-org/gitlab/issues/122013) in GitLab 12.8.
 
-If you have [Kubernetes Pod Logs](../clusters/kubernetes_pod_logs.md) enabled, you can navigate from the charts in the dashboard to view Pod Logs by clicking on the context menu in the upper-right corner.
+If you have [Pod Logs](../clusters/kubernetes_pod_logs.md) enabled,
+you can navigate from the charts in the dashboard to view Pod Logs by
+clicking on the context menu in the upper-right corner.
 
 If you use the **Timeline zoom** function at the bottom of the chart, logs will narrow down to the time range you selected.
 
@@ -677,10 +679,19 @@ Prometheus server.
 
 It is possible to display metrics charts within [GitLab Flavored Markdown](../../markdown.md#gitlab-flavored-markdown-gfm). The maximum number of embeds allowed in a GitLab Flavored Markdown field is 100.
 
+This can be useful if you are sharing an application incident or performance
+metrics to others and want to have relevant information directly available.
+
 NOTE: **Note:**
 Requires [Kubernetes](prometheus_library/kubernetes.md) metrics.
 
-To display a metric chart, include a link of the form `https://<root_url>/<project>/-/environments/<environment_id>/metrics`.
+To display metric charts, include a link of the form `https://<root_url>/<project>/-/environments/<environment_id>/metrics`:
+
+![Embedded Metrics Markdown](img/embedded_metrics_markdown_v12_8.png)
+
+GitLab unfurls the link as an embedded metrics panel:
+
+![Embedded Metrics Rendered](img/embedded_metrics_rendered_v12_8.png)
 
 A single chart may also be embedded. You can generate a link to the chart via the dropdown located on the right side of the chart: