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Raibit-AI/广告拆解分析

像创意总监一样拆解视频广告——测量时长、剪辑节奏和首切;提取前3秒及全片帧序列;生成语音转录;标注钩子、格式、人物、文字、卖点和结尾,并对照获奖食品广告的基准评分。适用于用户要求分析、拆解、对比视频广告、Reel或TikTok,尤其是餐厅或食品品牌。

广告拆解分析 是什么?

该技能是一款面向AI Agent的广告拆解分析工具,旨在帮助开发者或营销人员以系统化、数据驱动的方式剖析食品类视频广告。它支持本地运行,依赖ffmpeg和可选的whisper.cpp进行帧提取与语音识别,兼容Claude Code、Cursor等主流AI Agent平台。技能工作流程分为四步:首先通过自带脚本测量视频长度、剪辑次数、平均镜头时长和首切时间,并生成关键帧图;其次要求用户手动标注钩子类型、格式、人物、屏幕文字等15个结构化字段;然后打开本地基准文件与获奖广告逐项对比,量化差距;最后输出简明报告,包含一句话结论、三个最大差距(附时间戳和修改建议)以及可复用的模式。该技能尤其适合快速评估和优化食品类短视频广告的创意表现。

兼容平台~Claude Code~Codex CLI~Cursor
npx skills add https://github.com/Raibit-AI/food-ad-kit/tree/HEAD/plugins/food-ad-kit/skills/ad-teardown

在你喜欢的 AI 中提问

打开一个已预加载此 Agent Skill 的新对话。

文档

广告拆解分析 是做什么的?

1. 测量(免费,本地运行)

对每个视频运行捆绑脚本。需要 ffmpeg;whisper.cpp(whisper-cli)是可选的,用于生成转录。

bash scripts/teardown.sh path/to/ad.mp4 out_dir/

它会生成以下文件:

  • hook.jpg:从0到3秒,每0.5秒一帧。
  • sheet.jpg:全片16帧。
  • metrics.json:时长、剪辑次数、每分钟剪辑数、平均镜头时长、首切时间。
  • transcript.txt:仅当安装了 whisper-cli 时生成。将 WHISPER_MODEL 设置为模型路径。

2. 观察并标注

查看 hook.jpg 和 sheet.jpg。忽略黄色时间戳,它们不属于广告内容。仅根据你所看到的或读到的内容,填写以下记录:

{
 "format": "food_montage | owner_or_staff_talking | creator_or_influencer | customer_reactions | offer_graphic | kitchen_process | mixed",
 "frame0": "第一帧中的具体内容",
 "hook_type": "food_motion | food_still | face_talking | text_headline | offer | person_eating | process_cooking | other",
 "hook_text": "前3秒内的屏幕文字,或 null",
 "motion_in_first_second": true,
 "hands_in_frame": "none | some | most",
 "people": "none | staff_or_chef | owner | customers | creator",
 "speech": "none | voiceover | on_camera_talking",
 "onscreen_text": "none | dish_labels | headline | offer | captions | mixed",
 "offer": "具体的优惠信息,或 null",
 "brand_shown_by_sec": 0.0,
 "ending": "logo_card | offer_card | food_shot | person_talking | abrupt | other",
 "cta_words": "具体的行动号召语,或 null",
 "visual_style": "phone_native_raw | polished_studio | mixed"
}

3. 与基准对比

打开 benchmarks.md 文件,将广告与其进行对比。逐项标记通过或未通过,并列出数字差距。例如:“首切在4.1秒,基准为1.9秒” 或 “画面中没有手出现,而79%的获奖广告都有手”。

4. 生成报告

保持简短明了:

  1. 一句话结论。
  2. 它做了什么与获奖广告相同的事。 最多3点。
  3. 最大的3个差距,每个差距对应一个时间戳和具体的修改建议。
  4. 一个值得借鉴的点,以模式形式而非素材本身来描述。

如果用户提供了多个广告,请添加一个汇总表格,并列出在至少3个广告中共同出现的模式。

Individual skills in this repo

This repo contains 4 individual skills — each has its own dedicated page.

Raibit-AI/blind-ad-review

Improves a video ad through repeated blind A/B reviews. Two versions are shown as contact sheets to a fresh reviewer who doesn't know which is newer, and both are scored against benchmarks from winning food ads. The next version changes only what reviewers agree on, and the loop continues until the gains stop. Use when the user wants to improve, iterate, critique or A/B test an ad or Reel before spending money, or asks "which version is better".

Raibit-AI/food-shot-director

Directs AI image-to-video food shots for restaurant ads (chopsticks lifting noodles, a spoon scooping, sauce poured, a piece lifted to the lens). It gives the prompt formula, which foods animate well and which morph, and a keep-or-reject checklist so the dish still looks like the real menu item. Works with any image-to-video model (Kling, Veo, Seedance, LTX, Runway). Use when the user wants to animate a food photo, make food B-roll or a hand-in-frame food shot, or turn menu photos into video...

Raibit-AI/social-ad-builder

Assembles finished vertical social video ads from clips plus a simple JSON shot list. It outputs a 9:16 master for Reels, Stories and TikTok plus a 4:5 feed cut, with brand-color dish labels, the brand on frame 0, hard cuts, a matched color grade, clean designed sound, safe loudness and an end card. It uses free ffmpeg only. Use when the user wants to edit, cut, assemble or render a short ad, Reel or TikTok from food or product clips, or make several ad variations to A/B test.

Raibit-AI/winning-ad-finder

Finds video ads that are probably working for restaurants and food brands, using the free Meta Ad Library, and builds a short "swipe file" of likely winners to study. Use when the user asks to find winning ads, research competitors' Facebook or Instagram ads, see what ads restaurants are running, or build ad inspiration for a food business.

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