Adapt New Diffusion Model
intel/auto-round
Adapt AutoRound to support a new diffusion model architecture (DiT, UNet, hybrid AR+DiT).
Drive the LTX Director (Timeline) node. An agent skill from artokun/comfyui-mcp.
$ npx skills add artokun/comfyui-mcp --skill ltx-director -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install artokun/comfyui-mcp ltx-director --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/artokun/comfyui-mcp.git skills-src && mkdir -p .claude/skills && cp -r skills-src/plugin/skills/ltx-director .claude/skills/ltx-director && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "ltx-director" agent skill from https://github.com/artokun/comfyui-mcp/tree/main/plugin/skills/ltx-director into .claude/skills/ltx-director/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ltx-director", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/artokun/comfyui-mcp/tree/main/plugin/skills/ltx-directorType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add artokun/comfyui-mcp --skill ltx-director -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install artokun/comfyui-mcp ltx-director --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/artokun/comfyui-mcp.git skills-src && mkdir -p .agents/skills && cp -r skills-src/plugin/skills/ltx-director .agents/skills/ltx-director && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "ltx-director" agent skill from https://github.com/artokun/comfyui-mcp/tree/main/plugin/skills/ltx-director into .agents/skills/ltx-director/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ltx-director", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add artokun/comfyui-mcp --skill ltx-director -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install artokun/comfyui-mcp ltx-director --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/artokun/comfyui-mcp.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/plugin/skills/ltx-director .cursor/skills/ltx-director && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "ltx-director" agent skill from https://github.com/artokun/comfyui-mcp/tree/main/plugin/skills/ltx-director into .cursor/skills/ltx-director/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ltx-director", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/artokun/comfyui-mcp.git --path plugin/skills/ltx-director--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add artokun/comfyui-mcp --skill ltx-director -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install artokun/comfyui-mcp ltx-director --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/artokun/comfyui-mcp.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/plugin/skills/ltx-director .gemini/skills/ltx-director && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "ltx-director" agent skill from https://github.com/artokun/comfyui-mcp/tree/main/plugin/skills/ltx-director into .gemini/skills/ltx-director/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ltx-director", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install artokun/comfyui-mcp ltx-directorInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add artokun/comfyui-mcp --skill ltx-director -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/artokun/comfyui-mcp.git skills-src && mkdir -p .github/skills && cp -r skills-src/plugin/skills/ltx-director .github/skills/ltx-director && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "ltx-director" agent skill from https://github.com/artokun/comfyui-mcp/tree/main/plugin/skills/ltx-director into .github/skills/ltx-director/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ltx-director", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add artokun/comfyui-mcp --skill ltx-director -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install artokun/comfyui-mcp ltx-director --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/artokun/comfyui-mcp.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/plugin/skills/ltx-director .opencode/skills/ltx-director && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "ltx-director" agent skill from https://github.com/artokun/comfyui-mcp/tree/main/plugin/skills/ltx-director into .opencode/skills/ltx-director/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ltx-director", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
ltx-directorDrive the LTX Director (Timeline) node. An agent skill from artokun/comfyui-mcp.
Ltx Director is an agent skill from artokun/comfyui-mcp. Drive the LTX Director (Timeline) node. Its Add Image/Text/Audio buttons are DOM-only and cannot be clicked by an agent; edit the hidden timelinedata JSON widget instead. Load when a workflow contains LTXDirector / LTXDirectorGuide / PromptRelayEncodeTimeline, or when asked to add, move, retime, or remove timeline segments (image / text / audio / motion).
Its SKILL.md is about 1.8k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in AI & LLM Engineering, covering Diffusion and image models. The repository describes itself as: Local-first, agent-native control plane for ComfyUI — MCP server + sidebar agent that generates images, video & audio, authors and runs workflows, and edits your live graph in… The licence is MIT.
3 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit 6ad6fc0. It shows what the files ask for, not the result of running them.
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
No scripts in the folder and no shell commands in SKILL.md (its code samples are json, javascript and jsonc).
From the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Ltx Director loads about 1.8k tokens when it runs. Until then it costs about 93 tokens; SKILL.md has 582 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
The full file from artokun/comfyui-mcp at commit 6ad6fc0, republished under its MIT licence (© artokun). 582 words, ~1,767 tokens.
.claude/skills/ltx-director/SKILL.md (or your agent's skills folder).LTXDirector (pack: WhatDreamsCost-ComfyUI, category WhatDreamsCost) is a
video timeline editor node. Its on-canvas UI has Add Image, Add Text
and Add Audio buttons.
They are not node inputs. The pack builds them as raw DOM elements with JS handlers:
addTextBtn.addEventListener("click", () => this.addTextSegmentFreeSpace());Panel/MCP tools drive the LiteGraph node model (widgets + inputs). They cannot invoke arbitrary DOM handlers, so "click Add Text" is impossible. This is a hard limitation, not flakiness. Say so plainly rather than retrying.
timeline_dataEverything those buttons do is serialized into ONE string widget, timeline_data.
The pack's own code treats it as "the absolute source of truth". Set it and the
editor renders it.
It is listed in the pack's HIDDEN_WIDGET_NAMES, so it does not appear in the
node's visible widget list, but it is an ordinary input and is settable:
create_workflow(action="modify", workflow=<the graph>, operations=[
{ op: "set_input", node_id: "42",
input_name: "timeline_data", value: "<json string>" },
])The value is a JSON string, not an object. Empty state is "{}".
Sibling hidden widgets: local_prompts, segment_lengths, guide_strength,
audio_data, use_custom_audio, inpaint_audio, use_custom_motion,
override_audio.
{
// TRACK GATES — a track's segments are IGNORED unless its gate is true.
"mainTrackEnabled": true,
"audioTrackEnabled": false,
"motionTrackEnabled": false,
// must mirror the node's start_frame / duration_frames widgets (see Edges)
"normalStartFrame": 0,
"normalDurationFrames": 4393,
"global_prompt": "",
"overrideAudio": false,
"inpaint_audio": false,
// retake mode
"retakeMode": false, "retakeStart": 24, "retakeLength": 48,
"retakePrompt": "", "retakeStrength": 1, "retakeVideo": null,
"retake_global_prompt": "",
// display-only
"propHeight": 90, "globalPropHeight": 60, "showFilenames": true,
"segments": [], // main track: image AND text segments
"motionSegments": [],
"audioSegments": []
}segments){ "id": "seg1", "start": 0, "length": 48, "prompt": "wide shot, neon city", "type": "text" }segments){
"id": "1784657553220x4fxu",
"start": 0,
"length": 241.68,
"prompt": "",
"type": "image",
"imageFile": "whatdreamscost/Nintendo_ZeldaUrbosaHotspringKF_00002_.png",
"imageB64": "/api/view?filename=Nintendo_ZeldaUrbosaHotspringKF_00002_.png&type=input&subfolder=whatdreamscost"
}imageB64 is a misnomer. It holds a /api/view URL, not base64. So an
image segment points at a file already in ComfyUI's input dir. Full
agent-drivable recipe:
upload_image (action:"image") → puts the file in the input dir (note its subfolder/name)imageFile = "<subfolder>/<name>.png"imageB64 = "/api/view?filename=<name>.png&type=input&subfolder=<subfolder>"audioSegments){
"id": "17846562234967gjvk", "type": "audio",
"start": 0, "length": 4393, "trimStart": 0, "audioDurationFrames": 4393,
"audioFile": "whatdreamscost/Intergalactic Hip Hop.mp3",
"fileName": "Intergalactic Hip Hop.mp3",
"waveformPeaks": [0.047, 0.274, 0.537, "…~200 floats…"]
}waveformPeaks is the rendered waveform. It is cosmetic. Omit it or pass [] if
you're writing a segment programmatically; the audio still plays. Don't fabricate
plausible-looking peaks and imply they were measured.
audioSegments does nothing while
audioTrackEnabled is false. Set the gate in the same edit. (The reference
workflow ships an audio segment with the track OFF, which is easy to misread
as broken.)normalDurationFrames ==
duration_frames widget == segment_lengths widget (observed: all 4393),
and normalStartFrame == start_frame. Change the timeline length and you
must update all of them.start / length are pixel-space frames and may be
fractional (241.68). duration_seconds / frame_rate / time_units are
display concerns.global_prompt exists twice, inside timeline_data and as a forceInput
socket on the node. In the reference workflow the socket is wired from a
PrimitiveStringMultiline; prefer the wired source and keep them consistent.guide_data must go somewhere. LTXDirector.guide_data →
LTXDirectorGuide. That partner node is what injects the keyframes.Power Lora Loader (rgthree) ─ model ─┐
DualCLIPLoader ──────────── clip ────┤
VAELoaderKJ ───────────── audio_vae ─┤ LTXDirector #42
PrimitiveStringMultiline ─ global_prompt ─┘
│ model → LTX2_NAG
│ positive → ConditioningZeroOut, LTXVConditioning
│ audio_latent → LTXVConcatAVLatent
│ guide_data → LTXDirectorGuide ← required partner
│ frame_rate → AudioToFrameCount, VHS_VideoCombine
└ combined_audio→ AudioToFrameCount, PreviewAudio, …get_workflow (action:"query") with types: ["LTXDirector"], fields: "detail"
(or panel_query_graph on the live canvas).timeline_data and JSON.parse it. Never hand-splice the string.normalStartFrame / normalDurationFrames in sync with the widgets (edge 2).set_input.create_workflow (action:"validate").PromptRelayEncodeTimeline (pack: ComfyUI-PromptRelay) carries the same
timeline_data hidden-widget pattern, so this skill's approach applies there too.
Any node whose controls are DOM widgets over hidden state is invisible to clicking and must be driven through its state widget. LTX Director is the clearest example.
© artokun, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Just SKILL.md in plugin/skills/ltx-director of artokun/comfyui-mcp.
Open the folder on GitHubat commit 6ad6fc0
Ltx Director next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Ltx Director this skillartokun/comfyui-mcp | 803 | — | ~1.8k | Automated safety check: Pass | MIT | |
| Adapt New Diffusion Modelintel/auto-round | 1.6k | — | ~2.8k | Automated safety check: Pass | Apache-2.0 | |
| Add Pipelineverl-project/verl-omni | 1.2k | — | ~1k | Automated safety check: Pass | Apache-2.0 | |
| Comfyui AnimatoolShiroEirin/comfyui-good-anima | 481 | — | ~4.6k | Automated safety check: Pass | GPL-3.0 | |
| Stage1 Add VaeEnd2End-Diffusion/diffusion-bench | 105 | — | ~1.1k | Automated safety check: Pass | None | |
| Comfyui Agent Skill MieMieMieeeee/comfyui-agent-skill | 116 | — | ~3.9k | Automated safety check: Pass | Apache-2.0 |
intel/auto-round
Adapt AutoRound to support a new diffusion model architecture (DiT, UNet, hybrid AR+DiT).
verl-project/verl-omni
Router for adding a diffusion or omni pipeline to verl-omni.
ShiroEirin/comfyui-good-anima
Route ALL Anima image generation: validate Danbooru hard anchors, form visual brief, assemble English prompts and args, then load comfyui-manager for workflow execution.
End2End-Diffusion/diffusion-bench
Add a new HuggingFace-supported VAE to the stage1 tokenizer pipeline.
MieMieeeee/comfyui-agent-skill
Agent skill for running registered ComfyUI workflows through a stable CLI, and for importing a user's own ComfyUI workflow into their private registry after review.
nixified-ai/flake
Adds new custom nodes to the ComfyUI Nix project, including npins fetching, dependency resolution in package.nix, disabling impure pip installs, and verifying the Nix build.
artokun/comfyui-mcp
Train custom LoRAs with ostris AI-Toolkit. An agent skill from artokun/comfyui-mcp.
artokun/comfyui-mcp
Anime/illustration text-to-image (ANIMA 1.0, ~2B Cosmos DiT).
artokun/comfyui-mcp
Discover Civitai models with the BUILT-IN downloadmodel action:"searchcivitai" and install/generate them locally.
artokun/comfyui-mcp
Diagnose and fix video/image color OBJECTIVELY with the getimage (action:"analyzecolor") tool (scopes/stats such as black/white points, contrast, saturation, clipping, cast) instead of eyeballing a…
artokun/comfyui-mcp
Authoring ComfyUI v2 frontend extensions with @comfyorg/extension-api, covering defineNode/defineExtension/defineWidget, shell UI (sidebar tabs, commands, hotkeys), typed events, and handles.
artokun/comfyui-mcp
Pick the right ComfyUI startup flags for VRAM, attention, caching, and speed.
Categories
Drive the LTX Director (Timeline) node. An agent skill from artokun/comfyui-mcp. Ltx Director is an agent skill from artokun/comfyui-mcp. Drive the LTX Director (Timeline) node.
Ltx Director fits situations like: tasks that involve Diffusion and image models.
Run `npx skills add artokun/comfyui-mcp --skill ltx-director -a claude-code`. Or copy the skill folder (plugin/skills/ltx-director in artokun/comfyui-mcp) into .claude/skills/ltx-director in your project. Claude Code loads it when a task matches its description.
Run `npx skills add artokun/comfyui-mcp --skill ltx-director -a codex`. Or copy the skill folder (plugin/skills/ltx-director in artokun/comfyui-mcp) into .agents/skills/ltx-director in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add artokun/comfyui-mcp --skill ltx-director -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/ltx-director, .gemini/skills/ltx-director, .github/skills/ltx-director and .opencode/skills/ltx-director in your project.
SKILL.md names no scripts, command-line tools or credentials: Ltx Director is instructions for the agent only.
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
Ltx Director is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.8k tokens (SKILL.md is roughly 7.1k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Ltx Director: Adapt New Diffusion Model (intel/auto-round, 1.6k stars), Add Pipeline (verl-project/verl-omni, 1.2k stars), Comfyui Animatool (ShiroEirin/comfyui-good-anima, 481 stars) and Stage1 Add Vae (End2End-Diffusion/diffusion-bench, 105 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
artokun (a GitHub user) maintains it in artokun/comfyui-mcp, which has 803 GitHub stars. The repository holds 42 skills in this directory. The repository was last updated on October 5, 2026.
Source: artokun/comfyui-mcp on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.