What is wan-multitalk?

A workflow that turns a still portrait and an audio recording into a talking-avatar video with lip movements and head motion matched to the speech. It is designed for single-speaker clips, including dubbing and talking-head videos.

Use it to create talking avatars, dubbed clips, and short portrait videos from an image and voice recording.

It avoids manually animating a face or recording a new performance for every language or version. The audio controls the visible speech and expression.

wan-multitalk — Skill for Claude Code and Codex by sandyup: A workflow that turns a still portrait and an…

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.

agentmods

npx agentmods add skills/sandyup/comfyui-mcp/wan-multitalk

Any agent

npx skills add sandyup/comfyui-mcp --skill wan-multitalk

Clone the repo

git clone --depth 1 https://github.com/sandyup/comfyui-mcp

Made for: Claude Code, Codex.

Or install comfy, the plugin that ships this one along with the rest of its 32 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.

README.md

[![agentmods](https://agentmods.dev/badge/skills/sandyup/comfyui-mcp/wan-multitalk.svg)](https://agentmods.dev/skills/sandyup/comfyui-mcp/wan-multitalk)

Your own site

<a href="https://agentmods.dev/skills/sandyup/comfyui-mcp/wan-multitalk"><img src="https://agentmods.dev/badge/skills/sandyup/comfyui-mcp/wan-multitalk.svg" alt="Measured on agentmods" height="20"></a>

Per session 55 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.

When invoked 1,368 The whole file, excluding the scripts and references it only reads on demand.

Security scan A 0 findings. Scan, not verified.

Origin 91% copy Near-identical to another mod 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.

Model	Per session	Once invoked
Fable 5	$0.00055	$0.01368
Opus 5	$0.00028	$0.00684
Sonnet 5	$0.00011	$0.00274
Haiku 4.5	$0.00006	$0.00137

Measured 4d ago against content hash ac7c77016f37, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

wan-multitalk 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 4d 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

This is a copy

91% identical to wan-multitalk — 59 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.

plugin/skills/wan-multitalk/SKILL.md · 98 lines

How it starts

The opening of the file, as written. The whole thing — 98 lines — stays where its author put it; the contents beside it link to each section on GitHub.

WAN MultiTalk — Audio-Driven Talking Avatar

Overview

MultiTalk (MeiGen-AI) drives a still portrait's lip-sync and head motion from an audio track. It runs on WAN 2.1 14B Image-to-Video via kijai's ComfyUI-WanVideoWrapper: Wav2Vec speech embeddings condition the WAN sampler so the mouth/expression follow the speech, while the lightx2v step-distill LoRA keeps it to a few sampling steps.

Use it for talking heads, dubbing, and single-speaker avatar clips (~10s at 480p). It is distinct from wan-animate (pose/motion-driven character animation) — this is audio → lip-sync, not reference-video motion transfer.

Pack: wan-multitalk (480p, ~10s). Higher-res/longer variants exist in the source bundle (720p, long-context) as VRAM/duration knobs on the same graph.

Pipeline (node graph)

LoadImage (portrait) ─┐
LoadAudio ─ AudioSeparation ─ AudioCrop ─ DownloadAndLoadWav2VecModel ─ MultiTalkWav2VecEmbeds ─┐
                                                                                                 ▼
WanVideoModelLoader (WAN 2.1 14B I2V GGUF) ─ MultiTalkModelLoader ─ WanVideoLoraSelect (lightx2v)
   + LoadWanVideoT5TextEncoder (umt5) + WanVideoTextEncode + WanVideoClipVisionEncode (clip_vision_h)
   + WanVideoVAELoader ──────────────────────────────────────────────────────────────────────────┘
                                                     ▼
                       WanVideoImageToVideoMultiTalk ─ WanVideoSampler ─ WanVideoDecode ─ VHS_VideoCombine

Key nodes (all kijai WanVideoWrapper unless noted):

DownloadAndLoadWav2VecModel — auto-downloads the Wav2Vec speech model on first run (no manifest entry needed).
MultiTalkWav2VecEmbeds — turns the (separated, cropped) speech into the embeddings that steer the mouth/expression.
MultiTalkModelLoader + WanVideoImageToVideoMultiTalk — the MultiTalk head on top of the WAN I2V model.
AudioSeparation — isolate the voice from music/noise before embedding (cleaner lip-sync). AudioCrop — trim to the segment you want to animate.
ImageResizeKJv2 (KJNodes), VHS_VideoCombine (VideoHelperSuite) — resize + mux to mp4.

Read the full file on GitHub · 98 lines

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.

4d ago First seen · 98 lines · 55 tokens per session scan A ac7c77016f37

Subscribe to this mod's changes

wan-multitalk is a skill published in the GitHub repository sandyup/comfyui-mcp (1 stars, last pushed 1mo ago), licensed MIT. It adds 55 tokens to every session and 1,368 once invoked, about $0.0003 per session on Opus 5. A static security scan graded it A with 0 findings. It is 91% identical to wan-multitalk, differing in 59 lines, and is treated as a copy.

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wan-multitalk