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diff --git a/doc/operations/metrics/embed_grafana.md b/doc/operations/metrics/embed_grafana.md
index 427ad866442..2843a4319a8 100644
--- a/doc/operations/metrics/embed_grafana.md
+++ b/doc/operations/metrics/embed_grafana.md
@@ -4,62 +4,76 @@ group: APM
info: To determine the technical writer assigned to the Stage/Group associated with this page, see https://about.gitlab.com/handbook/engineering/ux/technical-writing/#designated-technical-writers
---
-# Embedding Grafana charts
+# Embedding Grafana charts **(CORE)**
Grafana metrics can be embedded in [GitLab Flavored Markdown](../../user/markdown.md).
-## Embedding charts via Grafana Rendered Images
+## Embedding charts via Grafana rendered images
-It is possible to embed live [Grafana](https://docs.gitlab.com/omnibus/settings/grafana.html) charts in issues, as a [direct linked rendered image](https://grafana.com/docs/grafana/latest/reference/share_panel/#direct-link-rendered-image).
+You can embed live [Grafana](https://docs.gitlab.com/omnibus/settings/grafana.html)
+charts in issues as a
+[direct linked rendered image](https://grafana.com/docs/grafana/latest/reference/share_panel/#direct-link-rendered-image).
+The **Direct link rendered image** sharing dialog within Grafana provides the link:
-The sharing dialog within Grafana provides the link, as highlighted below.
-
-![Grafana Direct Linked Rendered Image](../../user/project/integrations/img/grafana_live_embed.png)
+![Grafana Direct Linked Rendered Image](img/grafana_live_embed.png)
NOTE: **Note:**
-For this embed to display correctly, the Grafana instance must be available to the target user, either as a public dashboard, or on the same network.
+For this embed to display correctly, the Grafana instance must be available to the
+target user, either as a public dashboard or on the same network.
-Copy the link and add an image tag as [inline HTML](../../user/markdown.md#inline-html) in your Markdown. You may tweak the query parameters as required. For instance, removing the `&from=` and `&to=` parameters will give you a live chart. Here is example markup for a live chart from GitLab's public dashboard:
+Copy the link and add an image tag as [inline HTML](../../user/markdown.md#inline-html)
+in your Markdown. You can tweak the query parameters to meet your needs, such as
+removing the `&from=` and `&to=` parameters to display a live chart. Here is example
+markup for a live chart from GitLab's public dashboard:
```html
<img src="https://dashboards.gitlab.com/d/RZmbBr7mk/gitlab-triage?orgId=1&refresh=30s&var-env=gprd&var-environment=gprd&var-prometheus=prometheus-01-inf-gprd&var-prometheus_app=prometheus-app-01-inf-gprd&var-backend=All&var-type=All&var-stage=main&from=1580444107655&to=1580465707655"/>
```
-This will render like so:
+This markup renders a graph of `5xx` errors, like this:
-![Grafana dashboard embedded preview](../../user/project/integrations/img/grafana_embedded.png)
+![Grafana dashboard embedded preview](img/grafana_embedded.png)
## Embedding charts via integration with Grafana HTTP API
> [Introduced](https://gitlab.com/gitlab-org/gitlab/-/issues/31376) in GitLab 12.5.
-Each project can support integration with one Grafana instance. This configuration allows a user to copy a link to a panel in Grafana, then paste it into a GitLab Markdown field. The chart will be rendered in the GitLab chart format.
-
-Prerequisites for embedding from a Grafana instance:
+Each project can support integration with one Grafana instance. This configuration
+enables you to copy a link to a panel in Grafana, then paste it into a GitLab Markdown
+field. The chart renders in the GitLab chart format. To embed charts
+from a Grafana instance, the data source must:
-1. The datasource must be a Prometheus instance.
-1. The datasource must be proxyable, so the HTTP Access setting should be set to `Server`.
+1. Be a Prometheus instance.
+1. Be proxyable, so the HTTP Access setting should be set to `Server`:
-![HTTP Proxy Access](../../user/project/integrations/img/http_proxy_access_v12_5.png)
+ ![HTTP Proxy Access](img/http_proxy_access_v12_5.png)
## Setting up the Grafana integration
-1. [Generate an Admin-level API Token in Grafana.](https://grafana.com/docs/grafana/latest/http_api/auth/#create-api-token)
+1. In Grafana, [generate an Admin-level API Token](https://grafana.com/docs/grafana/latest/http_api/auth/#create-api-token).
1. In your GitLab project, navigate to **Settings > Operations > Grafana Authentication**.
-1. To enable the integration, check the "Active" checkbox.
-1. For "Grafana URL", enter the base URL of the Grafana instance.
-1. For "API Token", enter the Admin API Token you just generated.
+1. To enable the integration, check the **Active** checkbox.
+1. For **Grafana URL**, enter the base URL of the Grafana instance.
+1. For **API Token**, enter the Admin API Token you just generated.
1. Click **Save Changes**.
## Generating a link to a chart
1. In Grafana, navigate to the dashboard you wish to embed a panel from.
- ![Grafana Metric Panel](../../user/project/integrations/img/grafana_panel_v12_5.png)
-1. In the upper-left corner of the page, select a specific value for each variable required for the queries in the chart.
- ![Select Query Variables](../../user/project/integrations/img/select_query_variables_v12_5.png)
-1. In Grafana, click on a panel's title, then click **Share** to open the panel's sharing dialog to the **Link** tab. If you click the _dashboard's_ share panel instead, GitLab will attempt to embed the first supported panel on the dashboard (if available).
-1. If your Prometheus queries use Grafana's custom template variables, ensure that the "Template variables" option is toggled to **On**. Of Grafana global template variables, only `$__interval`, `$__from`, and `$__to` are currently supported. Toggle **On** the "Current time range" option to specify the time range of the chart. Otherwise, the default range will be the last 8 hours.
- ![Grafana Sharing Dialog](../../user/project/integrations/img/grafana_sharing_dialog_v12_5.png)
+ ![Grafana Metric Panel](img/grafana_panel_v12_5.png)
+1. In the upper-left corner of the page, select a specific value for each variable
+ required for the queries in the chart.
+ ![Select Query Variables](img/select_query_variables_v12_5.png)
+1. In Grafana, click on a panel's title, then click **Share** to open the panel's
+ sharing dialog to the **Link** tab. If you click the _dashboard's_ share panel
+ instead, GitLab attempts to embed the first supported panel on the dashboard (if available).
+1. If your Prometheus queries use Grafana's custom template variables, ensure the
+ **Template variables** option is toggled to **On**. Of Grafana global template
+ variables, only `$__interval`, `$__from`, and `$__to` are supported.
+1. Toggle **On** the **Current time range** option to specify the time range of
+ the chart. Otherwise, the default range is the last 8 hours.
+ ![Grafana Sharing Dialog](img/grafana_sharing_dialog_v12_5.png)
1. Click **Copy** to copy the URL to the clipboard.
-1. In GitLab, paste the URL into a Markdown field and save. The chart will take a few moments to render.
- ![GitLab Rendered Grafana Panel](../../user/project/integrations/img/rendered_grafana_embed_v12_5.png)
+1. In GitLab, paste the URL into a Markdown field and save. The chart takes a few
+ moments to render.
+ ![GitLab Rendered Grafana Panel](img/rendered_grafana_embed_v12_5.png)