A workflow for creating narrated vertical comic-style videos from a story, audio, or video and character reference images. It coordinates illustrated panels, speech generation, subtitles, timelines, and final video rendering.

Use it to make illustrated narration videos for formats such as Douyin, TikTok, or Reels, with generated speech, subtitles, and sequential comic panels.

It organizes the many steps needed for a reproducible comic slideshow and keeps characters consistent across panels. It also validates the finished media before claiming completion.

lianhuanhua — Skill for Codex by littlewindy123

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 littlewindy123/lianhuanhua-skills --skill lianhuanhua

Clone the repo

git clone --depth 1 https://github.com/littlewindy123/lianhuanhua-skills

Made for: Codex.

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/littlewindy123/lianhuanhua-skills/lianhuanhua/github.svg)](https://agentmods.dev/skills/littlewindy123/lianhuanhua-skills/lianhuanhua)

Your own site

<a href="https://agentmods.dev/skills/littlewindy123/lianhuanhua-skills/lianhuanhua"><img src="https://agentmods.dev/badge/skills/littlewindy123/lianhuanhua-skills/lianhuanhua/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.

Your own site · 80×15

<a href="https://agentmods.dev/skills/littlewindy123/lianhuanhua-skills/lianhuanhua"><img src="https://agentmods.dev/badge/skills/littlewindy123/lianhuanhua-skills/lianhuanhua.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 108 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.

When invoked 4,203 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.

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.

Model	Per session	Once invoked
Fable 5.1	$0.00108	$0.04203
Opus 5	$0.00054	$0.02101
Sonnet 5	$0.00022	$0.00841
Haiku 4.5	$0.00011	$0.00420

Measured 12d ago against content hash a1ffc344863e, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

lianhuanhua 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 12d ago.

The scan reads SKILL.md. This mod also ships 21 executable files (scripts/lianhuanhua_cli.py, scripts/lianhuanhua/__init__.py, scripts/lianhuanhua/cli.py, …), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

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.

plugins/lianhuanhua/skills/lianhuanhua/SKILL.md · 366 lines

How it starts

The opening of the file, as written. The whole thing — 366 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Lianhuanhua

Create a complete, reproducible comic-video project. Codex directs the story and images. Bundled scripts handle audio, timelines, validation, and FFmpeg rendering.

Non-negotiable constraints

Support Codex CLI workflow and local Studio V0.3.
Use Doubao Speech 2.0 as the only hosted TTS provider.
Use X-Api-Resource-Id: seed-tts-2.0.
For TTS 2.0 timing, request audio_params.enable_subtitle=true; do not rely on the TTS 1.0-only enable_timestamp behavior.
Default Studio image workflow is Codex automatic generation with node confirmations. Do not use visual inspection unless the user chooses strict review.
Do not call text-to-video or image-to-video models.
Never claim success until the final media passes ffprobe validation.
Preserve raw service events and generated prompts for debugging and reproducibility.
Do not generate all story panels in parallel when using Codex image generation. Generate anchors first, then panels sequentially.
Default Studio image workflow is mode=codex, review=none, repair=ask.
Before generating any panel from a reference image that looks like a meme, sticker, network character, IP, logo, text-marked character, or viral image, search the web and record the identity. Do not guess the species or identity from first glance.
Studio-first startup: when the user says they want to create/start/make a Lianhuanhua video without already providing complete files and settings, launch or reuse the local Studio page first. Do not ask for story text, reference images, voice, ratio, or style in chat before opening Studio.

Resolve paths

Treat the directory containing this SKILL.md as SKILL_ROOT.

The CLI entry point is:

python "$SKILL_ROOT/scripts/lianhuanhua_cli.py"

Use an absolute path when the shell or operating system makes relative paths ambiguous.

Run the local Studio V0.3 web UI with:

python "$SKILL_ROOT/scripts/lianhuanhua_cli.py" studio --workspace <workspace>

Read the full file on GitHub · 366 lines

Files

What ships with it

60 files 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.

12d ago First seen · 366 lines · 108 tokens per session scan A a1ffc344863e

Subscribe to this mod's changes

lianhuanhua is a skill published in the GitHub repository littlewindy123/lianhuanhua-skills (8 stars, last pushed 2mo ago), licensed MIT. It adds 108 tokens to every session and 4,203 once invoked, about $0.0005 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 2026-08-31.

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