a small reference page

Gugugaga Penguin Reference

also searched as Gugu Gaga Penguin · in chinese: 咕咕嘎嘎企鹅

A reference page for the viral chibi penguin AI meme that came out of Arknights: Endfield in February 2026 — origin story, tool stack, and a few starter prompts.

What is the meme

Gugugaga Penguin is a viral AI-generated meme based on the Endministrator (Endmin) character from Arknights: Endfield by Hypergryph. The character's black-and-white outfit with yellow shoulder accents already resembled an emperor penguin, so fans started calling them "the penguin" — and someone took it the natural next step: chibi versions babbling baby-like "gugu gaga" sounds.

The first version appeared on Bilibili in February 2026 and spread to Douyin, TikTok, and X within two weeks. By March, there were Palworld mods, plushies, multiple landing pages chasing the search traffic, and at least one unresolved copyright dispute over the meme format.

Origin timeline

The tool stack creators use

The general workflow is: generate a still image with the chibi penguin character, then animate it into a 4-second clip, then add the "gugu gaga" voiceover. Common tools, roughly ordered by accessibility:

Seedance 2.0
free daily image-to-video credits · best free path
Kling AI
most popular for animating stills
HitPaw
easiest one-click animation · trial available
Midjourney
best stills · use --niji 6 for anime
Stable Diffusion
free open-source · pair with Endmin Penguin LoRA on Civitai
ComfyUI + LTX
pro path · fully free if you have a GPU

A starter prompt (image)

The character anchor that keeps results consistent across tools:

image prompt · drinking milk scene
chibi penguin girl in black and white penguin costume, bright yellow beak, big gray eyes, black bangs with silver clips, holding a glass of warm milk with both tiny hands, sitting on a wooden stool, cozy kitchen background, soft warm lighting, cute anime style
motion prompt · for kling / hitpaw / seedance
The chibi penguin girl lifts the glass of milk to her mouth, takes a tiny sip, her eyes close happily, she kicks her feet gently. Warm cozy atmosphere, smooth gentle animation.

Keep the character description identical across all your prompts — that's how you get character consistency without LoRAs. Vary only the scene and the action.

A note on copyright — Gugugaga Penguin is fan-made AI art. The Endministrator character belongs to Hypergryph (developer of Arknights: Endfield). For personal use this is generally treated as fan expression. Commercial use requires more caution given the unresolved copyright dispute.
if you want more

50+ tested prompts, free assets, and a prompt generator

This page covers the basics. The full archive — including a prompt generator (pick platform / tool / mood, get a complete copy-paste pack), 50+ scene library, free downloadable assets, and a complete tutorial with three workflow paths — is at GuguGagaPenguin.

visit gugugagapenguin.com →

About this page

A small reference page hosted on GitHub Pages. Hand-coded, no analytics, no trackers. Made because the meme deserved at least one short, well-organized origin page that wasn't drowning in affiliate banners.