diff --git a/frontend/src/lib/components/EditorBar.svelte b/frontend/src/lib/components/EditorBar.svelte
index cdbd6b162e..ae84df30f9 100644
--- a/frontend/src/lib/components/EditorBar.svelte
+++ b/frontend/src/lib/components/EditorBar.svelte
@@ -232,8 +232,14 @@
 		<Badge color={validCode ? 'green' : 'red'} class="min-w-[60px] mr-3">
 			{validCode ? 'Valid' : 'Invalid'}
 		</Badge>
-		<div class="flex items-center divide-x">
-			<Popover notClickable placement="bottom" disapperTimoout={0} class="pr-1" disablePopup={!iconOnly}>
+		<div id="script-tutorial-3" class="flex items-center divide-x">
+			<Popover
+				notClickable
+				placement="bottom"
+				disapperTimoout={0}
+				class="pr-1"
+				disablePopup={!iconOnly}
+			>
 				<Button
 					color="light"
 					btnClasses="!font-medium !h-full"
@@ -245,11 +251,15 @@
 				>
 					+Context Var
 				</Button>
-				<svelte:fragment slot="text">
-					Add context variable
-				</svelte:fragment>
+				<svelte:fragment slot="text">Add context variable</svelte:fragment>
 			</Popover>
-			<Popover notClickable placement="bottom" disapperTimoout={0} class="px-1" disablePopup={!iconOnly}>
+			<Popover
+				notClickable
+				placement="bottom"
+				disapperTimoout={0}
+				class="px-1"
+				disablePopup={!iconOnly}
+			>
 				<Button
 					color="light"
 					btnClasses="!font-medium !h-full"
@@ -261,11 +271,15 @@
 				>
 					+Variable
 				</Button>
-				<svelte:fragment slot="text">
-					Add variable
-				</svelte:fragment>
+				<svelte:fragment slot="text">Add variable</svelte:fragment>
 			</Popover>
-			<Popover notClickable placement="bottom" disapperTimoout={0} class="px-1" disablePopup={!iconOnly}>
+			<Popover
+				notClickable
+				placement="bottom"
+				disapperTimoout={0}
+				class="px-1"
+				disablePopup={!iconOnly}
+			>
 				<Button
 					btnClasses="!font-medium !h-full"
 					size="xs"
@@ -277,11 +291,15 @@
 				>
 					+Resource
 				</Button>
-				<svelte:fragment slot="text">
-					Add resource
-				</svelte:fragment>
+				<svelte:fragment slot="text">Add resource</svelte:fragment>
 			</Popover>
-			<Popover notClickable placement="bottom" disapperTimoout={0} class="px-1" disablePopup={!iconOnly}>
+			<Popover
+				notClickable
+				placement="bottom"
+				disapperTimoout={0}
+				class="px-1"
+				disablePopup={!iconOnly}
+			>
 				<Button
 					btnClasses="!font-medium !h-full"
 					size="xs"
@@ -293,11 +311,15 @@
 				>
 					Reset
 				</Button>
-				<svelte:fragment slot="text">
-					Reset
-				</svelte:fragment>
+				<svelte:fragment slot="text">Reset</svelte:fragment>
 			</Popover>
-			<Popover notClickable placement="bottom" disapperTimoout={0} class="px-1" disablePopup={!iconOnly}>
+			<Popover
+				notClickable
+				placement="bottom"
+				disapperTimoout={0}
+				class="px-1"
+				disablePopup={!iconOnly}
+			>
 				<Button
 					btnClasses="!font-medium !h-full"
 					size="xs"
@@ -320,11 +342,15 @@
 						{/if}
 					</span>
 				</Button>
-				<svelte:fragment slot="text">
-					Reload assistant
-				</svelte:fragment>
+				<svelte:fragment slot="text">Reload assistant</svelte:fragment>
 			</Popover>
-			<Popover notClickable placement="bottom" disapperTimoout={0} class="px-1" disablePopup={!iconOnly}>
+			<Popover
+				notClickable
+				placement="bottom"
+				disapperTimoout={0}
+				class="px-1"
+				disablePopup={!iconOnly}
+			>
 				<Button
 					btnClasses="!font-medium"
 					size="xs"
@@ -342,7 +368,13 @@
 			</Popover>
 		</div>
 	</div>
-	<Popover notClickable placement="bottom" disapperTimoout={0} class="px-1" disablePopup={!iconOnly}>
+	<Popover
+		notClickable
+		placement="bottom"
+		disapperTimoout={0}
+		class="px-1"
+		disablePopup={!iconOnly}
+	>
 		<Button
 			btnClasses="!font-medium"
 			size="xs"
@@ -354,9 +386,7 @@
 		>
 			Script
 		</Button>
-		<svelte:fragment slot="text">
-			Script
-		</svelte:fragment>
+		<svelte:fragment slot="text">Script</svelte:fragment>
 	</Popover>
 </div>
 
diff --git a/frontend/src/lib/components/ScriptBuilder.svelte b/frontend/src/lib/components/ScriptBuilder.svelte
index 97723cf608..8d3caae104 100644
--- a/frontend/src/lib/components/ScriptBuilder.svelte
+++ b/frontend/src/lib/components/ScriptBuilder.svelte
@@ -350,6 +350,7 @@
 				lang={script.language}
 				{initialArgs}
 				{kind}
+				tour
 			/>
 		{:else if step === 3}
 			<CenteredPage>
diff --git a/frontend/src/lib/components/ScriptEditor.svelte b/frontend/src/lib/components/ScriptEditor.svelte
index 121bff7e14..890c9634e3 100644
--- a/frontend/src/lib/components/ScriptEditor.svelte
+++ b/frontend/src/lib/components/ScriptEditor.svelte
@@ -17,6 +17,7 @@
 	import { Button, Kbd } from './common'
 	import SplitPanesWrapper from './splitPanes/SplitPanesWrapper.svelte'
 	import WindmillIcon from './icons/WindmillIcon.svelte'
+	import { Tour } from './tutorial'
 
 	// Exported
 	export let schema: Schema = emptySchema()
@@ -27,6 +28,7 @@
 	export let initialArgs: Record<string, any> = {}
 	export let fixedOverflowWidgets = true
 	export let noSyncFromGithub = false
+	export let tour = false
 
 	let websocketAlive = { pyright: false, black: false, deno: false, go: false }
 
@@ -114,6 +116,10 @@
 
 <svelte:window on:keydown={onKeyDown} />
 
+{#if tour}
+	<Tour tutorial="script" />
+{/if}
+
 <div class="border-b-2 shadow-sm px-1 pr-4" bind:clientWidth={width}>
 	<div class="flex justify-between space-x-2">
 		<EditorBar
@@ -146,6 +152,7 @@
 	<Splitpanes class="!overflow-visible">
 		<Pane size={60} minSize={10} class="!overflow-visible">
 			<div
+				id="script-tutorial-1"
 				class="pl-2 h-full !overflow-visible"
 				on:mouseleave={() => {
 					inferSchema(code)
@@ -180,7 +187,7 @@
 		</Pane>
 		<Pane size={40} minSize={10}>
 			<div class="flex flex-col h-full">
-				<div class="px-2 w-full border-b py-1">
+				<div id="script-tutorial-4" class="px-2 w-full border-b py-1">
 					{#if testIsLoading}
 						<Button on:click={testJobLoader?.cancelJob} btnClasses="w-full" color="red" size="xs">
 							<WindmillIcon
@@ -211,7 +218,7 @@
 				</div>
 				<Splitpanes horizontal class="!max-h-[calc(100%-43px)]">
 					<Pane size={33}>
-						<div class="px-2">
+						<div id="script-tutorial-2" class="px-2">
 							<div class="break-words relative font-sans">
 								<SchemaForm compact {schema} bind:args bind:isValid />
 							</div>
diff --git a/frontend/src/lib/components/tutorial/Tour.svelte b/frontend/src/lib/components/tutorial/Tour.svelte
index d85b079d78..d263c94d0c 100644
--- a/frontend/src/lib/components/tutorial/Tour.svelte
+++ b/frontend/src/lib/components/tutorial/Tour.svelte
@@ -8,7 +8,7 @@
 	 * If the index of a step is added to a tour, the custom footer will not be added
 	 * (ie. the steps won't be shown and the buttons won't be positioned)
 	 */
-	const noCustomFooter: Partial<Record<TutorialName, number[]>> = {
+	const noPageNumber: Partial<Record<TutorialName, number[]>> = {
 		welcome: [0]
 	}
 	let tour: Shepherd.Tour | undefined
@@ -25,7 +25,7 @@
 		})
 		tour.addSteps(steps[tutorial](tour))
 		tour.steps.forEach((step, i) => {
-			if (noCustomFooter[tutorial]?.includes(i)) {
+			if (noPageNumber[tutorial]?.includes(i)) {
 				return
 			}
 			step.on('show', () => {
diff --git a/frontend/src/lib/components/tutorial/app-steps.ts b/frontend/src/lib/components/tutorial/app-steps.ts
new file mode 100644
index 0000000000..a0291f86ab
--- /dev/null
+++ b/frontend/src/lib/components/tutorial/app-steps.ts
@@ -0,0 +1,113 @@
+import type Shepherd from 'shepherd.js'
+
+export default (tour: Shepherd.Tour) => {
+	const steps: object[] | Shepherd.Step[] = [
+		{
+			id: 'welcome',
+			text: `<div class="text-xl font-bold mb-6">Windmill Script Builder</div>
+			<p class="mb-6">Build scripts with out own web editor, then use them anywhere in your flows, apps or as standalone computations with their auto-generated UI.</p>`,
+			buttons: [
+				{
+					text: 'See by myself',
+					action: tour.cancel,
+					secondary: true,
+					classes: 'special'
+				},
+				{
+					text: 'Give me an overview',
+					action: tour.next,
+					classes: 'special'
+				}
+			]
+		},
+		{
+			id: 'editor',
+			text: `<div class="text-xl font-bold mb-2">Web editor</div>
+			<p class="mb-2">Code directly from the web editor.</p>`,
+			cancelIcon: {
+				enabled: true
+			},
+			attachTo: { element: '#app-tutorial-1', on: 'bottom-start' },
+			highlightClass: 'shepherd-highlighted-element',
+			scrollTo: false,
+			buttons: [
+				{
+					text: 'Back',
+					action: tour.back,
+					secondary: true
+				},
+				{
+					text: 'Next',
+					action: tour.next
+				}
+			]
+		},
+		{
+			id: 'preview',
+			text: `<div class="text-xl font-bold mb-2">UI preview</div>
+			<p class="mb-2">Preview the user interface generated from the signature of the script.</p>`,
+			cancelIcon: {
+				enabled: true
+			},
+			attachTo: { element: '#app-tutorial-2', on: 'left-start' },
+			highlightClass: 'shepherd-highlighted-element',
+			scrollTo: false,
+			buttons: [
+				{
+					text: 'Back',
+					action: tour.back,
+					secondary: true
+				},
+				{
+					text: 'Next',
+					action: tour.next
+				}
+			]
+		},
+		{
+			id: 'parameters',
+			text: `<div class="text-xl font-bold mb-2">Parameters</div>
+			<p class="mb-2">Add variables, resources and configure your script.</p>`,
+			cancelIcon: {
+				enabled: true
+			},
+			attachTo: { element: '#app-tutorial-3', on: 'bottom-start' },
+			highlightClass: 'shepherd-highlighted-element',
+			scrollTo: false,
+			buttons: [
+				{
+					text: 'Back',
+					action: tour.back,
+					secondary: true
+				},
+				{
+					text: 'Next',
+					action: tour.next
+				}
+			]
+		},
+		{
+			id: 'test',
+			text: `<div class="text-xl font-bold mb-2">Test script</div>
+			<p class="mb-2">Time to try your work! Test the script and iterate as much as you want.</p>`,
+			cancelIcon: {
+				enabled: true
+			},
+			attachTo: { element: '#app-tutorial-4', on: 'left-start' },
+			highlightClass: 'shepherd-highlighted-element',
+			scrollTo: false,
+			buttons: [
+				{
+					text: 'Back',
+					action: tour.back,
+					secondary: true
+				},
+				{
+					text: 'Finish',
+					action: tour.complete
+				}
+			]
+		}
+	]
+	return steps
+}
diff --git a/frontend/src/lib/components/tutorial/flow-steps.ts b/frontend/src/lib/components/tutorial/flow-steps.ts
new file mode 100644
index 0000000000..e05acace59
--- /dev/null
+++ b/frontend/src/lib/components/tutorial/flow-steps.ts
@@ -0,0 +1,113 @@
+import type Shepherd from 'shepherd.js'
+
+export default (tour: Shepherd.Tour) => {
+	const steps: object[] | Shepherd.Step[] = [
+		{
+			id: 'welcome',
+			text: `<div class="text-xl font-bold mb-6">Windmill Script Builder</div>
+			<p class="mb-6">Build scripts with out own web editor, then use them anywhere in your flows, apps or as standalone computations with their auto-generated UI.</p>`,
+			buttons: [
+				{
+					text: 'See by myself',
+					action: tour.cancel,
+					secondary: true,
+					classes: 'special'
+				},
+				{
+					text: 'Give me an overview',
+					action: tour.next,
+					classes: 'special'
+				}
+			]
+		},
+		{
+			id: 'editor',
+			text: `<div class="text-xl font-bold mb-2">Web editor</div>
+			<p class="mb-2">Code directly from the web editor.</p>`,
+			cancelIcon: {
+				enabled: true
+			},
+			attachTo: { element: '#flow-tutorial-1', on: 'bottom-start' },
+			highlightClass: 'shepherd-highlighted-element',
+			scrollTo: false,
+			buttons: [
+				{
+					text: 'Back',
+					action: tour.back,
+					secondary: true
+				},
+				{
+					text: 'Next',
+					action: tour.next
+				}
+			]
+		},
+		{
+			id: 'preview',
+			text: `<div class="text-xl font-bold mb-2">UI preview</div>
+			<p class="mb-2">Preview the user interface generated from the signature of the script.</p>`,
+			cancelIcon: {
+				enabled: true
+			},
+			attachTo: { element: '#flow-tutorial-2', on: 'left-start' },
+			highlightClass: 'shepherd-highlighted-element',
+			scrollTo: false,
+			buttons: [
+				{
+					text: 'Back',
+					action: tour.back,
+					secondary: true
+				},
+				{
+					text: 'Next',
+					action: tour.next
+				}
+			]
+		},
+		{
+			id: 'parameters',
+			text: `<div class="text-xl font-bold mb-2">Parameters</div>
+			<p class="mb-2">Add variables, resources and configure your script.</p>`,
+			cancelIcon: {
+				enabled: true
+			},
+			attachTo: { element: '#flow-tutorial-3', on: 'bottom-start' },
+			highlightClass: 'shepherd-highlighted-element',
+			scrollTo: false,
+			buttons: [
+				{
+					text: 'Back',
+					action: tour.back,
+					secondary: true
+				},
+				{
+					text: 'Next',
+					action: tour.next
+				}
+			]
+		},
+		{
+			id: 'test',
+			text: `<div class="text-xl font-bold mb-2">Test script</div>
+			<p class="mb-2">Time to try your work! Test the script and iterate as much as you want.</p>`,
+			cancelIcon: {
+				enabled: true
+			},
+			attachTo: { element: '#flow-tutorial-4', on: 'left-start' },
+			highlightClass: 'shepherd-highlighted-element',
+			scrollTo: false,
+			buttons: [
+				{
+					text: 'Back',
+					action: tour.back,
+					secondary: true
+				},
+				{
+					text: 'Finish',
+					action: tour.complete
+				}
+			]
+		}
+	]
+	return steps
+}
diff --git a/frontend/src/lib/components/tutorial/index.ts b/frontend/src/lib/components/tutorial/index.ts
index 5d1d6fec2e..b1ddea7804 100644
--- a/frontend/src/lib/components/tutorial/index.ts
+++ b/frontend/src/lib/components/tutorial/index.ts
@@ -1,12 +1,15 @@
-import welcome from './welcome-steps'
 import type Shepherd from 'shepherd.js'
+import welcome from './welcome-steps'
+import script from './script-steps'
+import flow from './flow-steps'
+import app from './app-steps'
 
 export { default as Tour } from './Tour.svelte'
 
 export type TutorialName = 'welcome' | 'script' | 'flow' | 'app'
 export const steps: Record<TutorialName, (tour: Shepherd.Tour) => object[] | Shepherd.Step[]> = {
 	welcome,
-	script: (tour: Shepherd.Tour) => [],
-	flow: (tour: Shepherd.Tour) => [],
-	app: (tour: Shepherd.Tour) => []
+	script,
+	flow,
+	app
 }
diff --git a/frontend/src/lib/components/tutorial/script-steps.ts b/frontend/src/lib/components/tutorial/script-steps.ts
new file mode 100644
index 0000000000..7d21ddd5b9
--- /dev/null
+++ b/frontend/src/lib/components/tutorial/script-steps.ts
@@ -0,0 +1,113 @@
+import type Shepherd from 'shepherd.js'
+
+export default (tour: Shepherd.Tour) => {
+	const steps: object[] | Shepherd.Step[] = [
+		{
+			id: 'welcome',
+			text: `<div class="text-xl font-bold mb-6">Windmill Script Builder</div>
+			<p class="mb-6">Build scripts with our own web editor, then use them anywhere in your flows, apps or as standalone computations with their auto-generated UI.</p>`,
+			buttons: [
+				{
+					text: 'See by myself',
+					action: tour.cancel,
+					secondary: true,
+					classes: 'special'
+				},
+				{
+					text: 'Give me an overview',
+					action: tour.next,
+					classes: 'special'
+				}
+			]
+		},
+		{
+			id: 'editor',
+			text: `<div class="text-xl font-bold mb-2">Web editor</div>
+			<p class="mb-2">Code directly from the web editor.</p>`,
+			cancelIcon: {
+				enabled: true
+			},
+			attachTo: { element: '#script-tutorial-1', on: 'right-start' },
+			highlightClass: 'shepherd-highlighted-element',
+			scrollTo: false,
+			buttons: [
+				{
+					text: 'Back',
+					action: tour.back,
+					secondary: true
+				},
+				{
+					text: 'Next',
+					action: tour.next
+				}
+			]
+		},
+		{
+			id: 'preview',
+			text: `<div class="text-xl font-bold mb-2">UI preview</div>
+			<p class="mb-2">Preview the user interface generated from the signature of the script.</p>`,
+			cancelIcon: {
+				enabled: true
+			},
+			attachTo: { element: '#script-tutorial-2', on: 'left-start' },
+			highlightClass: 'shepherd-highlighted-element',
+			scrollTo: false,
+			buttons: [
+				{
+					text: 'Back',
+					action: tour.back,
+					secondary: true
+				},
+				{
+					text: 'Next',
+					action: tour.next
+				}
+			]
+		},
+		{
+			id: 'parameters',
+			text: `<div class="text-xl font-bold mb-2">Parameters</div>
+			<p class="mb-2">Add variables, resources and configure your script.</p>`,
+			cancelIcon: {
+				enabled: true
+			},
+			attachTo: { element: '#script-tutorial-3', on: 'bottom-start' },
+			highlightClass: 'shepherd-highlighted-element',
+			scrollTo: false,
+			buttons: [
+				{
+					text: 'Back',
+					action: tour.back,
+					secondary: true
+				},
+				{
+					text: 'Next',
+					action: tour.next
+				}
+			]
+		},
+		{
+			id: 'test',
+			text: `<div class="text-xl font-bold mb-2">Test script</div>
+			<p class="mb-2">Time to try your work! Test the script and iterate as much as you want.</p>`,
+			cancelIcon: {
+				enabled: true
+			},
+			attachTo: { element: '#script-tutorial-4', on: 'left-start' },
+			highlightClass: 'shepherd-highlighted-element',
+			scrollTo: false,
+			buttons: [
+				{
+					text: 'Back',
+					action: tour.back,
+					secondary: true
+				},
+				{
+					text: 'Finish',
+					action: tour.complete
+				}
+			]
+		}
+	]
+	return steps
+}