AI 漫剧动态视频工业化生产体系构建：分镜资产治理、AnimateDiff 批量图生视频与协作交付方案

AI视频生成组，做漫剧动态视频/
├── 01_脚本分镜资产域/
│   ├── scene_meta.json               #结构化分镜元数据（镜头ID、对白、运动类型、降噪参数）
│   ├── episode_script.docx
│   └── subtitle_list.csv
├── 02_静态关键帧资产域/
│   ├── frames/
│   │   ├── S01_001_key.png
│   │   ├── S01_002_key.png
│   └── character_reference/          #角色身份参考素材，用于一致性约束
├── 03_推理工程资产域/
│   ├── workflow_release.json         #生产基线图生视频工作流
│   ├── model_requirement.md          #模型哈希、下载源、版本清单
│   ├── custom_nodes_list.txt         #自定义节点清单
│   └── xiangsu_project/              #像塑漫剧工程目录
├── 04_媒体输出资产域/
│   ├── temp_clips/                   #测试动态片段，内部质检使用
│   ├── audio_track/                  #TTS配音、音效资源
│   └── release_episode.mp4           #成片基线版本
├── 05_运维文档资产域/
│   ├── motion_parameter_spec.md
│   └── env_troubleshoot.md
└── _archive/                         #历史版本、废弃镜头归档，禁止直接删除

pip install requests selenium pyperclip openpyxl

import requests
import json
import os
import time
# =====================生产配置区=====================
COMFYUI_API_ENDPOINT = "http://127.0.0.1:8188/prompt"
WORKFLOW_PATH = "./03_推理工程资产域/workflow_release.json"
KEYFRAME_DIR = "./02_静态关键帧资产域/frames"
OUTPUT_CLIP_PATH = "./04_媒体输出资产域/temp_clips"
# 运动桶参数：对话镜头0.25~0.45，动作镜头0.50~0.65
MOTION_BUCKET_ID = 0.40
# ====================================================
def load_workflow_schema(filepath: str):
    with open(filepath, "r", encoding="utf-8") as f:
        return json.load(f)
def inject_params(wf_schema: dict, img_name: str, motion_val: float):
    wf = json.loads(json.dumps(wf_schema))
    for node_id, node in wf.items():
        if node["class_type"] == "LoadImage":
            node["inputs"]["image"] = img_name
        if "AnimateDiff" in node["class_type"]:
            node["inputs"]["motion_bucket_id"] = motion_val
    return wf
def submit_render_task(prompt_payload: dict):
    resp = requests.post(COMFYUI_API_ENDPOINT, json={"prompt": prompt_payload})
    return resp.json()
if __name__ == "__main__":
    os.makedirs(OUTPUT_CLIP_PATH, exist_ok=True)
    base_workflow = load_workflow_schema(WORKFLOW_PATH)
    frame_list = [f for f in os.listdir(KEYFRAME_DIR) if f.lower().endswith((".png", ".jpg"))]
    frame_list.sort()
    print(f"待调度关键帧总量：{len(frame_list)}")
    for frame in frame_list:
        print(f"提交渲染任务：{frame}")
        task_workflow = inject_params(base_workflow, frame, MOTION_BUCKET_ID)
        ret = submit_render_task(task_workflow)
        prompt_id = ret.get("prompt_id")
        print(f"任务ID：{prompt_id}，已入队，请监控ComfyUI推理队列\n")
        time.sleep(1.2)
    print("✅全部渲染任务提交完成，请等待推理队列执行完毕。")

from selenium import webdriver
from selenium.webdriver.common.by import By
from selenium.webdriver.support.ui import WebDriverWait
from selenium.webdriver.support import expected_conditions as EC
from openpyxl import Workbook
import pyperclip
import time
import datetime
# =====================交付配置区=====================
ASSET_PACK_NAME = "AI视频生成组，做漫剧动态视频"
BASELINE_VERSION = "Release‑V1生产基线版"
PAN_URL = "https://pan.quark.cn/"
OUTPUT_DOC = "./漫剧交付说明.txt"
AUDIT_EXCEL = "./漫剧交付审计台账.xlsx"
WAIT_TIMEOUT = 15
# ====================================================
def create_chrome_driver():
    opt = webdriver.ChromeOptions()
    opt.add_argument("--start-maximized")
    # opt.add_argument(r"--user-data-dir=./chrome_profile") #持久化会话，免重复扫码
    driver = webdriver.Chrome(options=opt)
    return driver
def acquire_share_url(driver):
    waiter = WebDriverWait(driver, WAIT_TIMEOUT)
    driver.get(PAN_URL)
    print("[系统]浏览器启动，请完成网盘身份校验，脚本将继续执行。")
    time.sleep(7)
    folder_node = waiter.until(
        EC.presence_of_element_located((By.XPATH, f'//div[contains(text(),"{ASSET_PACK_NAME}")]'))
    )
    folder_node.click()
    time.sleep(2)
    share_btn = waiter.until(EC.presence_of_element_located((By.XPATH, '//span[text()="分享"]')))
    share_btn.click()
    time.sleep(2)
    copy_btn = waiter.until(EC.presence_of_element_located((By.XPATH, '//button[contains(text(),"复制链接")]')))
    copy_btn.click()
    time.sleep(1)
    return pyperclip.paste()
def build_delivery_markdown(link: str):
    content = f"""【AI漫剧动态视频资产交付｜生产基线】版本：{BASELINE_VERSION}
我用夸克网盘给你分享了「{ASSET_PACK_NAME}」，包含AnimateDiff图生视频ComfyUI生产工作流、标准化分镜资产库、像塑漫剧工程、TTS配音配置、模型依赖清单与环境运维文档。
点击链接或复制整段内容，打开「夸克APP」即可获取。
链接：{link}
交付约束：本资产包为Release生产基线；部署前请对照model_requirement.md校验模型权重与自定义节点；资产仅限授权合作方内部生产使用，禁止未经授权二次分发。"""
    return content
def persist_audit_record(text: str, link: str):
    with open(OUTPUT_DOC, "w", encoding="utf-8") as f:
        f.write(text)
    wb = Workbook()
    sheet = wb.active
    sheet.title = "交付审计表"
    sheet.append(["资产包名称","基线版本","分享链接","交付正文","交付时间"])
    sheet.append([
        ASSET_PACK_NAME,
        BASELINE_VERSION,
        link,
        text,
        datetime.datetime.now().strftime("%Y-%m-%d %H:%M:%S")
    ])
    wb.save(AUDIT_EXCEL)
    print(f"\n✅交付审计文件生成成功：\n交付说明文档：{OUTPUT_DOC}\n审计台账：{AUDIT_EXCEL}")
if __name__ == "__main__":
    browser = create_chrome_driver()
    try:
        share_link = acquire_share_url(browser)
        delivery_text = build_delivery_markdown(share_link)
        print("\n====交付正文====")
        print(delivery_text)
        persist_audit_record(delivery_text, share_link)
    except Exception as e:
        print(f"\n❌执行异常：{str(e)}")
    finally:
        input("\n回车关闭浏览器实例")
        browser.quit()