ltxv2-video

ltxv2-video is a skill for Claude Code from artokun/comfyui-mcp. It costs 65 tokens per session (8,460 once invoked), scanned A, original, MIT.

A workflow guide for creating videos with Lightricks LTX-2 and LTX-2.3, AI models that generate video from text or images. It also covers related model files, camera controls, audio, and upscaling.

In plain words
What is it for?
Use it for text-to-video and image-to-video generation, synchronized audio, camera-control LoRAs, alternate base models, and two-stage video upscaling.
Why use it?
It explains which LTX version and model setup fits the requested workflow, including bundled and GGUF model formats. This helps avoid using incompatible files or confusing similarly named releases.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin.

Part of the comfy plugin — 42 skills, 11 commands, 4 agents, 2 hooks shipped together

Good fit Use it for text-to-video and image-to-video generation, synchronized audio, camera-control LoRAs, alternate base models, and two-stage video upscaling.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/artokun/comfyui-mcp/ltxv2-video
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add artokun/comfyui-mcp --skill ltxv2-video
Clone the repo
git clone --depth 1 https://github.com/artokun/comfyui-mcp

Made for: Claude Code.

Or install comfy, the plugin that ships this one along with the rest of its 42 skills, 11 commands, 4 agents, 2 hooks.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for ltxv2-video

README.md
[![agentmods](https://agentmods.dev/badge/skills/artokun/comfyui-mcp/ltxv2-video/github.svg)](https://agentmods.dev/skills/artokun/comfyui-mcp/ltxv2-video)
Your own site
<a href="https://agentmods.dev/skills/artokun/comfyui-mcp/ltxv2-video"><img src="https://agentmods.dev/badge/skills/artokun/comfyui-mcp/ltxv2-video/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for ltxv2-video

Your own site · 80×15
<a href="https://agentmods.dev/skills/artokun/comfyui-mcp/ltxv2-video"><img src="https://agentmods.dev/badge/skills/artokun/comfyui-mcp/ltxv2-video.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 65 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 8,460 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • NVIDIA SkillSpector warn 7 Sept 2026
SkillSpector: 2 findings, up to high

These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →

  • high YARA Match · line 3
    YARA rule matched a hack tool or exploit indicator (offensive tools, reconnaissance, privilege escalation, or exploit frameworks).
    Fix: Remove offensive tool references and exploit code. Legitimate agent skills should not contain penetration testing tools, exploit frameworks, or reconnaissance utilities.
  • high Prompt Injection · line 204
    Hidden instructions were detected in comments or invisible text. These could contain malicious directives. Manual review is recommended.
    Fix: Audit all comments and invisible characters. Remove any instructions that direct the agent to perform unauthorized actions. Use plain, reviewable content.
How audits are shown
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00065 $0.08460
Opus 5 $0.00032 $0.04230
Sonnet 5 $0.00013 $0.01692
Haiku 4.5 $0.00006 $0.00846

Measured 11d ago against content hash 93bac4aa0ebb, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-11, from the pricing page.

Security

Grade A, and why

ltxv2-video scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 11d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

Origin

Copies of this mod

1 near-identical copy found in the catalogue:

plugin/skills/ltxv2-video/SKILL.md · 475 lines

How it starts

The opening of the file, as written. The whole thing — 475 lines — stays where its author put it; the contents beside it link to each section on GitHub.

LTX-2 / LTX-2.3 Video Workflows

Version naming (read this first)

There is no "LTX 3.2" or "LTX2.3" as separate products. The user's shorthand refers to Lightricks LTX-2.3, a point release of the LTX-2 family. The lineage is:

  • LTX-Video (2024): first text-to-video model from Lightricks.
  • LTX-2 / LTX-V2 (Oct 2025): 19B-class DiT audio-video foundation model. Bundled checkpoint ltx-2-19b-distilled.safetensors, Gemma 3 12B text encoder.
  • LTX-2.3 (released ~March 2026): 22B-parameter DiT update. Rebuilt VAE (sharper textures/faces/hair/text), ~4x larger text connector (text projection) for prompt adherence, native 9:16 portrait, LoRA support, HiFi-GAN vocoder for cleaner synchronized audio, up to 4K@50fps / ~20s clips. Apache 2.0. Distributed primarily as GGUF UNets (community quants) plus separate VAE / text-encoder / text-projection files, NOT a single bundled checkpoint like LTX-2.

When the user says "LTX3.2" / "LTX2.3", treat it as LTX-2.3. This skill covers both LTX-2 (bundled checkpoint path) and LTX-2.3 (GGUF UNet path).


⭐ Render-verified correct setup (read this FIRST — 2026-06-19)

The GGUF-UNet + DualCLIPLoader + gemma_3_12B_it_fp4_mixed path documented later in this skill (the Aitrepreneur installer path) produces soft/mushy video with inaccurate faces and eyes. It runs, but it is NOT the quality path. The setup below is the official Comfy-Org template, render-proven sharp (1280×704, accurate faces, synchronized 48 kHz stereo audio).

Models (exact, render-verified)

Component File Source repo Folder Notes
Checkpoint ltx-2.3-22b-dev.safetensors (46 GB, max quality) or ltx-2.3-22b-dev-fp8.safetensors (~23 GB, official VRAM-friendly) Lightricks/LTX-2.3 / Lightricks/LTX-2.3-fp8 checkpoints/ (NOT unet/) The checkpoint carries the transformer and the audio VAE. Loaded by CheckpointLoaderSimple + reused by LTXVAudioVAELoader + LTXAVTextEncoderLoader.
Gemma text encoder gemma_3_12B_it_fp8_scaled.safetensors (13 GB) Comfy-Org/ltx-2split_files/text_encoders/ text_encoders/ Use fp8_scaled (unpacked). The Aitrepreneur fp4_mixed mirror file is truncated (5.3 GB vs 9.4 GB) AND a packed-fp4 layout core can't reshape → shape [15360,1920] invalid for input 27582328.
Distilled speed LoRA ltx_2.3_22b_distilled_1.1_lora_dynamic_fro09_avg_rank_111_bf16.safetensors @ 0.5 Comfy-Org/ltx-2.3split_files/loras/ loras/ The newer dynamic rank-111 distilled LoRA — NOT the older ...384-1.1.
Gemma abliterated LoRA gemma-3-12b-it-abliterated_lora_rank64_bf16.safetensors @ 1.0 Comfy-Org/ltx-2split_files/loras/ loras/ Applied to the text-encoder CLIP via a LoraLoader. This is the prompt-accuracy / correct-eyes fix. Missing this = subtly-wrong faces.
Spatial upscaler ltx-2.3-spatial-upscaler-x2-1.1.safetensors Lightricks/LTX-2.3 latent_upscale_models/ Used by the stage-2 LTXVLatentUpsampler. Use x2-1.1, not x2-1.0.

Read the full file on GitHub · 475 lines

Files

What ships with it

1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 11d ago First seen · 475 lines · 65 tokens per session scan A 93bac4aa0ebb

Subscribe to this mod's changes

ltxv2-video is a skill published in the GitHub repository artokun/comfyui-mcp (739 stars, last pushed yesterday), licensed MIT. It adds 65 tokens to every session and 8,460 once invoked, about $0.0003 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

Related

Other skills, from other repositories

c2pa-metadata

Embed a C2PA provenance manifest into an AI-generated marketing asset (PNG, JPG, WebP, GIF, TIFF, MP4, MOV, WebM, MP3, WAV, PDF) via scripts/embed-c2pa.py — produces a signed copy of the file carrying IPTC digital-source-type AI claims, an optional c2pa.ai-disclosure assertion for EU AI Act Article 50 (applicable 2…

indranilbanerjee/digital-marketing-pro · 183 tokens

AI Image & Video Generator — GPT Image 2, Seedance, ComfyUI

Generate images and videos from text with multi-provider routing — supports GPT Image 2.0 (near-perfect text rendering), Nanobanana 2, Seedream 5.0, Midjourney V8.1 (unified photorealistic + anime), Flux 2 Klein (cheap drafts), Seedance 2.0 / Veo 3.1 / Grok Video / Agnes Video, and local ComfyUI workflows. Includes…

jau123/MeiGen-AI-Design-MCP · 177 tokens

youtube-producer

Plans, packages, and scripts long-form video for retention and channel growth — idea selection, titles and thumbnails, script structure, and diagnosing why a video or channel underperforms. Use this for video ideas, packaging, scripting, a retention teardown, or channel strategy — including when someone describes a…

cbrock84/headcount · 86 tokens

video-content

Plans and scripts short-form and long-form video, and designs the packaging — titles, thumbnails, and openings — that determines whether it gets watched. Use this to script a video, plan a series, fix retention or click-through problems, design thumbnail and title concepts, or turn written content into video. For a…

cbrock84/headcount · 89 tokens

comfyui-skill-openclaw

Run registered ComfyUI workflows through the fast comfyui-skill CLI, and use the official local Comfy MCP for live template, node, model, validation, and orchestration capabilities. Use this Skill when: (1) The user requests to "generate an image", "draw a picture", or "execute a ComfyUI workflow". (2) The user has…

HuangYuChuh/ComfyUI_Skills_OpenClaw · 125 tokens

comfy

Generate images, video, audio, and 3D with Comfy Cloud — search hundreds of models and workflow templates, run custom ComfyUI workflows, and manage generation jobs through the hosted Comfy Cloud MCP server. Cloud-only — connects to the hosted service, not a local ComfyUI install. Use for any "generate/edit an image"…

Comfy-Org/comfy-skills · 92 tokens