Why is it always so hard to draw a celestial palace in the clouds?

The most challenging aspect of AI prompts for cloud‑borne palaces isn’t making the rooftops overly ornate or the sea of clouds dreamy—it’s convincing viewers that this is a truly massive heavenly palace with proper scale and spatial relationships.

If you simply write “grand palace, sea of clouds, golden roof,” the resulting image usually runs into three problems: the architecture appears scattered and lacks clear perspective; despite its complexity, the palace seems impossibly small; and adding even slight weathering details to the stone can turn your “heavenly palace” into a run‑of‑the‑mill mountain ruin.

To solve these issues, start by keeping four key control points in mind:

• Use telephoto compression to compress the distances between buildings.

• Establish layers of foreground, midground, and background using layered depth.

• Employ tiny figures in white silk robes as units of scale.

• Define materials with pristine white jade and flowing golden tiles to avoid any sense of decay or ruin.

This article compiles 10 sets of Midjourney V8.2 prompts, covering scenes such as cloud‑borne pavilions, spiraling staircases, endless corridors, floating jade islands, glowing jade bridges, and entire cities of heavenly palaces. These prompts can serve directly as starting points for generation, with localized adjustments made based on the results.

Lock the camera first—don’t pile up architectural terms before setting the scene.

Use a telephoto lens to compress space and create an overwhelming sense of grandeur.

Wide angles are great for establishing context, but they also tend to push palaces, bridges, and floating islands outward toward the edges of the frame. Once large gaps appear between structures, the heavenly palace ends up looking like many independent models drifting among the clouds, lacking overall cohesion and weight.

The role of telephoto compression is to visually shorten the distance between objects in the foreground and background, creating overlapping effects among eaves, bridges, cloud layers, and distant palaces. It works especially well in the following scenarios:

• features multi‑story pavilions rotating vertically, requiring continuous rhythmic patterns in the eaves.

• showcases multiple parallel jade bridges intersecting at different heights.

• depicts a floating city with several levels of plazas, palaces, and cascading cloud waterfalls.

• requires corridors that appear endlessly deep yet avoid feeling empty.

Telephoto compression doesn’t mean completely erasing distance. The prompt should still clearly define the near, middle, and far layers; otherwise, the model will simply cram all elements together.

A universal approach for three‑dimensional depth

You can break down the shot into three spatial layers:

| Layer | Suitable Elements | Visual Function |

| --- | --- | --- |

| Foreground | Jade railings, stone lion pedestals, column bases, edges of eaves, suspended fragments | Provides viewers with a clear vantage point |

| Midground | Main pavilion, bridges, human figures, spiral staircases | Carries narrative and visual focus |

| Background | Palaces amid the clouds, second‑tier sea of clouds, silhouettes of mountain peaks | Establishes scale and gradually fades the space into the distance |

When actually writing prompts, you don’t need to mechanically list “foreground, midground, background.” However, each layer should include identifiable objects. For example: use a translucent jade railing in the foreground, place a figure in white clothing walking along the center of a bridge in the midground, and let the end of the palace vanish into the mist in the background.

Every shot needs a foreground anchor point.

Empty shots without a foreground often resemble conceptual sketches rather than scenes viewers would actually experience standing inside a heavenly palace. The foreground doesn’t have to be huge, but it must provide some form of obstruction, framing, or directional guidance.

Different scenarios can be approached like this:

• Exterior of the palace: flying eaves, cloud-patterned railings, stone lion pedestals.

• Aerial view: terrace edges, jade-tiled floors, and the hems of figures’ garments.

• Interior of a long corridor: nearby column bases, railing corners, door frames.

• Distant view of a floating island: suspended jade fragments, eaves extending into the frame.

• Cloud bridge shot: glowing railing details, animal-head finial columns.

It’s best for the foreground to serve only one purpose. If you frame the scene with railings, avoid adding stone lions, debris, massive pillars, or large swaths of clothing at the same time; otherwise, the main building may be pushed out of the visual center.

Treat figures as units of scale

Figures in an ethereal celestial palace don’t necessarily need a full storyline. A more practical approach is to use people as architectural rulers: whether or not there’s a tiny figure standing at the base of the same towering pillar makes all the difference in conveying scale.

The core description of the central figure can be fixed as:

tiny figure in flowing white silk robes

Figures work best when placed along monumental pillar corridors, at the center of long bridges, near dome edges, on the highest terrace, or midway up spiral staircases. These locations both clarify the relationship between the figure and the architecture while ensuring that facial features and clothing details don’t overshadow the main subject.

When controlling attire, prioritize positive descriptors such as flowing white silk robes、long trailing sleeves and traditional celestial attire. Midjourney officially warns that --no will parse each word individually; meanwhile, --no modern clothing might get broken down into “no modern” and “no clothing,” leading to unintended misinterpretations. Therefore, avoid using this phrase directly—instead, opt for excluding specific items:

--no jeans, T-shirt, sneakers, hoodie, zipper

Keep the celestial palace’s materials pristine and new

Words like weathered、moss、cracks、ruins actively evoke signs of time. They suit ruins but risk quickly dragging the celestial palace back down to the mundane world.

For a celestial palace, it’s better to lock in a state using positive material descriptors:

pristine white jade, immaculate jade architecture, translucent glowing jade, liquid gold roof tiles, polished mirror-like floor, vermilion lacquer

If the result still feels dilapidated, exclude specific visual elements:

--no rubble, moss, cracks, stains, chipped stone, dust-covered surfaces

Don’t write --no ruined building because the word-by-word processing of --no could weaken even normal buildings. A safer approach is to reinforce positive states like pristine、immaculate、intact while excluding moss, cracks, debris, and stains.

How to assemble a prompt for a celestial palace

You can organize it in the order of “shot—subject—structure—material—figure—foreground—distant view—lighting—mood—parameters”:

[camera angle and lens], [main celestial structure], [impossible geometry], [white jade and liquid gold materials], [tiny white-robed figure as scale], [foreground framing object], [distant palace in mist], [directional light], telephoto compression, layered depth, monumental scale, cinematic architectural photography --s 750

The advantage of this sequence is that you first decide how to compose the shot, then determine what will appear within it. Currently, Midjourney’s official documentation lists V8.2 as the default version. In this article, we directly select Midjourney V8.2 and a 16:9 aspect ratio in PixPix; therefore, there’s no need to repeatedly specify model and aspect ratio parameters in the prompt—only --s 750 remains. This value grants the model greater stylistic flexibility, ideal for enhancing the opulent atmosphere and imaginative quality of an ethereal palace suspended among the clouds.

10 Sets of Prompts for Cloud-Top Celestial Palaces

A Rotating Heavenly Pavilion Piercing Through the Clouds

This shot focuses solely on the upper portion of the rotating pavilion, with the second layer of cloud sea obscuring the lower part of the structure, creating suspense through an unknown height.

High angle, top three stories of twisting pavilion emerging above cloud layer, each level rotated, liquid gold roof tiles against blue sky, flying eaves silhouettes in spiral, sunlit upper section, foreground cloud bank, second cloud layer below, telephoto compression, impossible architecture, gravity-defying, architectural photography, cinematic, atmospheric perspective --s 750

A Panoramic View of a Nine-Story Heavenly Pavilion Seen from Below

Fully showcasing the nine-story structure from its base, with figures and nearby jade railings providing a sense of scale.

Low angle, full twisting nine-story celestial pavilion from base to top, each level rotated creating spiral silhouette, two cloud layers visible, telephoto compression stacking twisted eaves, white jade and vermilion lacquer, liquid gold roof, cascading light waterfalls on facade, tiny figure in flowing white silk robes at base, foreground jade balustrade, impossible architecture, gravity-defying, monumental scale, architectural photography, cinematic --s 750

White Jade Heavenly Pillar and Spiral Heavenly Staircase

Using continuously ascending steps, three layers of cloud seas, and extremely small figures, the vertical height becomes the central focus of the composition.

Low-angle view up an impossibly tall jade column with a spiral white jade staircase winding around it, the column piercing through three visible cloud layers each with different lighting, staircase carved from a single piece of pristine white jade with spiral relief carvings of cloud and phoenix patterns, foreground carved guardian lion statue at the column base, tiny figure in flowing white silk robes on the staircase mid-section, billowing sleeves caught by wind, distant celestial palace silhouette above the third cloud layer, diffuse light filtering through each cloud layer creating layered atmosphere, faint golden glow at the top, telephoto compression stacking the spiral layers, impossible architecture, gravity-defying, monumental scale, cinematic photography, epic scale, volumetric mist, large format --s 750

Overlooking the sea of clouds from the pinnacle of the heavenly palace

Let the flying eaves and jade railings form framed vistas from the edges of the composition, while the figure stands with their back to the camera, turning the sea of clouds into the true subject.

View from the apex of the tallest celestial pavilion looking down, sea of clouds below with distant mountain peaks barely visible beneath the clouds, sky above is near-white high light, iridescent light refraction on cloud surface creating rainbow-like colors, white jade railing and liquid gold flying eaves framing the view at edges, tiny figure in flowing white silk robes standing at the edge facing the clouds with back to camera, billowing sleeves in high wind, immaculate jade architecture, monumental scale, telephoto compression, cinematic photography, epic scale, sweeping vista, atmospheric perspective, large format --s 750

A mirrored corridor leads to the cloud palace

Symmetrical columns and a gate within a gate compose frame within frame, while the mirrored floor further replicates the sense of depth.

Wide shot from behind tiny figure in flowing white silk robes, view down infinite corridor to distant open gate revealing cloud sea and floating palaces, frame within frame, columns lining both sides, mirror floor reflecting everything, light from outside, telephoto compression, impossible architecture, architectural photography, cinematic, large format --s 750

The palace interior forms its own celestial dome

This shot pushes the idea of “the immortal palace being vast” into an “impossible scale”: inside, there exists its own sky, with columns and reflections extending infinitely into the distance.

Deep corridor interior of celestial palace hall so vast it contains its own internal sky, hundreds of massive vermilion lacquered columns alternating with white jade columns receding into infinite distance, gold dougong brackets, painted caisson ceiling depicting a golden cosmos with swirling clouds and stars, mirror-like white jade floor reflecting the cosmos ceiling creating an infinity effect, volumetric god rays slanting through atmospheric mist between columns forming a forest of light, dust particles floating in light beams, distant open gate revealing cloud sea and floating palace silhouettes, tiny figure in flowing white silk robes walking through the corridor far away, telephoto compression squeezing infinite depth, foreground carved column base with gold motifs, impossible architecture, impossible scale, architectural photography, cinematic, volumetric light, large format --s 750

Floating Jade Island and Cloud Waterfall

A single floating island is ideal for illustrating the basic components of the heavenly palace: the main hall, jade railings, flying eaves, cloud waterfall, and luminous bridges leading into the distance.

Medium aerial dolly, single large floating jade island with multi-tiered palace, liquid gold roof tiles, flying eaves, white jade balustrades, cloud waterfall cascading from island edge, bridges of light to distant islands, side lighting, rich architectural detail, impossible architecture, gravity-defying, cinematic, epic scale, telephoto compression --s 750

Glowing Jade Bridge Spanning the Cloud Abyss

Parallel bridges repeatedly appear at varying heights; telephoto compression allows the bridge, the palaces at both ends, and distant structures to form densely layered compositions.

Telephoto side view, translucent glowing jade arch bridge of impossible length spanning between two floating golden-roofed pavilions, the far end of the bridge disappearing into mist, multiple parallel bridges at different heights connecting the same pavilions, bridge made of translucent white jade that glows from within, carved cloud patterns on railings, beast-head balustrade posts, deep cloud waterfall cascading below into an abyss, multi-tiered pavilions at both ends with liquid gold roof tiles and flying eaves, distant celestial buildings in haze, tiny figure in flowing white silk robes walking at bridge center, billowing sleeves, side backlighting making the translucent jade glow, telephoto compression stacking bridges pavilions and far buildings into layered depth, foreground translucent railing detail, impossible architecture, gravity-defying, monumental scale, cinematic photography, epic scale, atmospheric perspective, large format --s 750

Fragmented Jade: Foreground and Floating Island Cluster

Occupy the foreground with a suspended, intricately carved jade piece, then let cloud waterfalls and floating islands at varying heights recede layer by layer into the distance.

Medium shot, foreground floating fragment of carved jade architecture with gold filigree details, cloud waterfall cascading behind, multiple floating islands at different altitudes visible, liquid gold and blue tones, ethereal, impossible architecture, gravity-defying, telephoto compression, cinematic photography, large format --s 750

The highest plaza overlooks the entire Celestial Palace city

Finally, conclude the series with a city-scale establishing shot. In the foreground, a figure stands at the edge of the highest plaza, while four-tiered white jade platforms and golden-roofed halls stretch progressively into the distance.

Low angle view from behind white-robed figure in flowing white silk robes at highest plaza edge, vast multi-tiered floating city stretching below and before him, four levels of white jade plazas and golden-roofed halls, cloud waterfalls between levels, suspended structures, telephoto compression, even light, impossible architecture, gravity-defying, monumental scale, cinematic photography, epic scale, atmospheric perspective --s 750

How to enhance series consistency during generation

It’s best not to generate these ten shots all at once in a haphazard manner. First, establish a primary visual style, then expand your storyboard around the same set of visual guidelines:

1. Start by generating “The Highest Plaza Overlooking the Entire Celestial Palace City,” setting the overall color palette of white jade, golden tiles, sea of clouds, and human figures.

2. Select the architectural language from the result, ensuring subsequent shots maintain consistent eaves curves, railing patterns, and golden brightness.

3. Always use the same white robe, long hair flowing down the back, and wide sleeves for the figure.

4. In PixPix, standardize all shots to Midjourney V8.2, 16:9, and keep the prompt text consistently unchanged --s 750, temporarily disabling Raw mode to minimize testing variables.

5. Generate each shot once first, noting the results closest to your target, then make adjustments only to one specific issue—such as an overly heavy foreground, a figure that’s too large, or insufficiently subtle distant views.

Common issues and solutions

There are many buildings, but they still lack grandeur

Reduce the variety of building types and emphasize clear overlapping relationships. Rather than listing ten different pavilions, position three main structures in the foreground, midground, and background, then add telephoto compression stacking and a tiny human figure.

Too many clouds, making the architecture appear submerged in cotton

Divide the clouds into distinct layers with specific roles: foreground clouds frame the scene, mid-level clouds obscure the lower parts of buildings, and distant thin mist softens the contrast of the palace. Avoid making every cloud layer equally bright or equally sharp.

Figures always steal the spotlight

Retain tiny figure and place characters at the center of bridges, base of columns, or along the edges of the composition. Avoid describing facial features, accessories, or intricate gestures; otherwise, the model will naturally elevate the importance of the figure.

The Celestial Palace ends up looking like an ancient ruin

Delete forward terms such as weathered , moss , cracks , and strengthen pristine white jade , immaculate , polished , and liquid gold roof tiles . When exclusion is required, use specific visual elements rather than phrases that might inadvertently affect the main subject of the building.

Inconsistent image aspect ratio or model version

Do not specify the aspect ratio or model version in the prompt. Before each generation, verify that Midjourney V8.2 and a 16:9 aspect ratio are selected in the PixPix interface; after switching models or creating a new task, reconfirm that these settings have been preserved.

Start generating in PixPix

The current PixPix model library lists Midjourney V8.2. Once you enter PixPix’s AI image-generation interface, select Midjourney V8.2 with a 16:9 aspect ratio, turn off Raw mode, and then copy each prompt line from the top into the input box. It is recommended to first complete the main visual for the cover, then generate the remaining shots following the same rules regarding materials, characters, and lighting.

Sources and factual notes

• Midjourney Version Official Documentation: V8.2 became the default version on July 24, 2026, with key updates focusing on aesthetics, image quality, and personalization.

• Midjourney Stylize Official Documentation: The current range for --s is 0–1000; this article uses a higher --s 750 value.

• Midjourney No Official Documentation: --no analyzes prompts word by word, so avoid negative phrases that may cause ambiguity.

• PixPix AI Image and Video Generator: The official page currently lists Midjourney V8.2 as one of the available popular models.