by jnMetaCode
Claude Code Skill that turns any idea into a cinematic, model-ready video prompt — Sora · Kling · Veo · Seedance. 21 genre templates, 5-stage structure, eval-tested. Distilled from the AI short Hollywood director PJ Ace called "one of the best short films I've seen in years."
# Add to your Claude Code skills
git clone https://github.com/jnMetaCode/ai-shortfilm-promptsGuides for using testing skills like ai-shortfilm-prompts.
Last scanned: 7/17/2026
{
"issues": [],
"status": "PASSED",
"scannedAt": "2026-07-17T06:14:21.198Z",
"npmAuditRan": true,
"pipAuditRan": true,
"promptInjectionRan": true
}ai-shortfilm-prompts is an open-source testing skill for AI coding assistants such as Claude Code, Codex CLI, and ChatGPT, built by jnMetaCode. Claude Code Skill that turns any idea into a cinematic, model-ready video prompt — Sora · Kling · Veo · Seedance. 21 genre templates, 5-stage structure, eval-tested. Distilled from the AI short Hollywood director PJ Ace called "one of the best short films I've seen in years.". It has 270 GitHub stars.
Yes. ai-shortfilm-prompts passed SkillsLLM's automated security scan — a dependency vulnerability audit plus prompt-injection heuristics — with no high-severity issues. You can read the full report in the Security Report section on this page.
Clone the repository with "git clone https://github.com/jnMetaCode/ai-shortfilm-prompts" and add it to your Claude Code skills directory (see the Installation section above).
ai-shortfilm-prompts is primarily written in Python. It is open-source under jnMetaCode on GitHub, so you can review or fork the full source.
Yes. SkillsLLM lists many other Testing skills you can browse and compare side by side. Open the Testing category from the badge at the top of this page, or use the Related Skills and comparison links further down to weigh ai-shortfilm-prompts against similar tools.
No comments yet. Be the first to share your thoughts!
Top skills in this category by stars
🌐 Browse the prompt library online → prompts.aiolaola.com — view any template/case and copy it with one click, no install.
📖 免费配套学习 → 从零学会 AI 编程:180 节免费实操课 + 《AI 编程实战三卷书》在线阅读 + 实战社区 · 永久免费
The complete methodology + prompt library + Claude Code Skill behind Zombie Scavenger by Mx-Shell — the AI short that Hollywood director PJ Ace called "one of the best short films I've seen in years."
⚡ Quick start: one-page cheat sheet · failure→fix gallery
"This is one of the best short films I've seen in years. Very soon, we'll stop calling it 'AI film' and just call it film."
Film name: Zombie Scavenger by MX-Shell.
— PJ Ace (@PJaccetturo), May 10, 2026
| 13.4M views | 82K likes | 7.4K reposts | 39K bookmarks | 2.3K replies |
|---|
Stats are from PJ Ace's original tweet (@PJaccetturo, May 10, 2026), as of mid-May 2026.
This repository is the complete workflow behind that film, made available because Mx-Shell himself published his prompt collection documents and walked through his entire method on a public Douyin livestream.
Copy this into Sora / Seedance / Kling / Veo. Replace {{...}}:
Anamorphic widescreen cinematic. Simulated IMAX film camera +
Panavision C-series lens (35mm focal, f/4 aperture). Handheld
shot — extremely subtle, breath-like camera float throughout.
{{your scene description}}.
No score. Production audio only.
Why this works: real camera bodies + "breath-like float" anchor the AI to actual film aesthetics — not the vague "cinematic feel" keyword everyone else uses. Full breakdown in methodology.md.
Same idea: a female mech warrior raises an energy shield in a thunderstorm.
❌ The naive prompt (what most people write):
Epic cinematic shot of a beautiful female mech warrior activating a
stunning energy shield in the rain. Highly detailed, 4K, photorealistic,
movie-quality, dramatic lighting.
Vague praise — epic / stunning / 4K / movie-quality — gives the model nothing concrete to anchor to. You get generic game-CG output.
✅ With the 5-stage method (excerpt):
Core theme: gritty hard sci-fi mech | rainy dock | battle-damage aesthetic | energy shield | post-apocalyptic live-action
Atmosphere: simulated IMAX film camera + Panavision C-series (35mm, f/4). Low-saturation teal base, film grain.
Camera: handheld — extremely subtle, breath-like float throughout.
9–12s: hexagonal energy cells light up unevenly, some flicker as if faulty; rain bends around a 2m dome.
Ending: no dialogue, no light burst — just rain vaporizing on the shield, a lightning flash across the dock.
Real camera/lens names + physical reactions + battle damage + an empty ending = visceral realism. Full sample with the 10-item self-check: examples/02-skill-output-sample.md.
May 2026. A 29-year-old vocational-school graduate from rural Yunnan, China — handle Mx-Shell — used 10 days and ~20,000 RMB of cloud credits to make a 3-minute AI short called Zombie Scavenger: an atomic-punk robot wanders into a beachfront villa after a zombie apocalypse, meets a confused ostrich, and starts dancing 1980s-style breakdance moves while kicking a zombie's head across the floor.
On the cost: the widely-quoted "3,000 RMB" figure came from Mx-Shell himself, but on livestream he later revised it to "tens of thousands / 20k+." The real spend was likely well above 3,000 — still far below a comparable live-action shoot.
Hollywood director PJ Ace (@PJaccetturo) retweeted the film, calling it "one of the best short films I've seen in years" and started a search for the author.
A few weeks later Mx-Shell went on a Douyin livestream and gave away his entire workflow — the prompts, the camera language, the failure modes, the reroll counts.
This repo is the result of digesting 130,000 characters of his materials into a structured, reusable system.
ai-shortfilm-prompts/
├── README.md You're here. English entry point.
├── README.zh.md Chinese version.
├── cheatsheet.md One-page cheat sheet (the whole method at a glance).
├── cheatsheet.zh.md Chinese version.
├── cases.md Failure→fix gallery: common bad output and the fix.
├── cases.zh.md Chinese version.
├── methodology.md The 5-stage prompt structure, explained.
├── methodology.zh.md Chinese version.
├── faq.md Q&A: tools, failures, costs, edge cases.
├── faq.zh.md Chinese version.
├── credits.md Sources & attribution.
├── credits.zh.md Chinese version.
├── showcase.md Things people made with the method.
├── CONTRIBUTING.md Submission template & rules for new prompts.
├── LICENSE MIT (this work)
├── NOTICE Attribution + Mx-Shell ARR details (dual-licensing)
│
├── prompts/ Mx-Shell's complete original prompts.
│ Body kept in Chinese (his authorial
│ voice), with English header on each file.
│ ├── README.md Index of all prompt archives
│ ├── index.json Machine-readable index of every prompt
│ ├── zombie-scavenger.md *Zombie Scavenger*
│ ├── kamen-rider-transformations.md Kamen Rider transformation × 6 (5 riders + flight)
│ ├── kaisa-transformation.md LoL Kai'Sa transformation × 3 versions
│ ├── pacific-rim-gundam.md Pacific Rim + Gundam mech-drop
│ ├── cyber-wuxia.md Shaw Brothers + steampunk wuxia template
│ └── metal-gear-charge-combat.md Weapon-charge + combat composite
│
├── templates/ IP-stripped generalized templates (EN + .zh.md siblings).
│ Authored by jnMetaCode based on Mx-Shell's structure.
│ ├── 15s-transformation.md 15-second transformation
│ ├── multi-shot-narrative.md Multi-shot edited narrative
│ ├── atmosphere-prefabs.md 8 reusable atmosphere/look prefabs
│ ├── negative-prompts.md Reusable negative-prompt prefab (per-model)
│ ├── genre-camera-sop.md Camera-movement SOP for 5 film genres
│ ├── camera-move-library.md 50 camera moves in 5 technique modules
│ ├── pet-lifetime-narrative.md Worked example: pet × family emotional narrative
│ ├── family-recipe-farewell.md Worked example: a mother's recipe handed down
│ ├── elderly-cat-companion.md Worked example: grandmother & cat, empty-nest
│ ├── product-commercial.md Worked example: beat-driven product hero ad
│ ├── food-asmr.md Worked example: food ASMR / native synced audio
│ ├── animal-vlog.md Worked example: talking-animal selfie vlog
│ ├── movie-trailer.md Worked example: escalating teaser trailer
│ ├── cyberpunk-city.md Worked example: atmospheric neon-city roam
│ ├── claymation.md Worked example: 12fps stop-motion / claymation
│ ├── nature-timelapse.md Worked example: landscape timelapse, locked grade
│ ├── found-footage-horror.md Worked example: CCTV / security-cam dread
│ ├── anime-to-real.md Worked example: 2D character → live-action
│ ├── music-video.md Worked example: beat-synced performance MV
│ ├── sports-slowmo.md Worked example: high-speed slow-motion sports
│ ├── fashion-film.md Worked example: editorial fashion film
│ ├── travel-vlog.md Worked example: travel vlog, sense of place
│ ├── drone-fpv.md Worked example: FPV/aerial continuous flight
│ ├── micro-drama.md Worked example: vertical short-drama (hook+cliffhanger)
│ ├── sci-fi-space.md Worked example: hard sci-fi space / zero-G
│ ├── car-commercial.md Worked example: automotive commercial
│ └── dance.md Worked example: continuous-motion dance film
│
├── assets/ Diagrams + the README hero-demo prompt.
│ ├── demo-prompt.md Copy-paste 15s prompt the Skil