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Agent Skill · 研究检索

ai-ugc-videos(ai UGC 视频)

用于辅助视频生成、动画合成、脚本化剪辑或 Remotion 等视频项目开发。它适合让 Agent 组织镜头、生成素材说明、维护合成代码或排查渲染问题。使用时需要确认分辨率、时长、素材路径和导出格式;涉及外部素材、人物肖像或商业发布时,应先核对版权授权和内容审核要求。

ai-ugc-videos 是研究检索类 Agent Skill,可用宿主为 OpenClaw,通过ClawHub获取,权限为需要联网;许可证为 MIT-0,第三方扫描有提醒项,按安装量在研究检索类的 73,675 个 Skill 里排第 32,894。

总安装 2,447周安装 103GitHub Stars 公开资料未说明下载 857核验 2026-05-01

安装说明

本站只整理中文说明,不托管安装包,也不代用户安装。
GitHub
许可证
MIT-0
版本
1.0.0

安装方式

通过对话安装

复制提示词发给支持本地命令或 Skills 的 AI 助手,先确认命令和权限,再让它执行。

请帮我安装这个 Agent Skill:ai-ugc-videos(ai UGC 视频)
来源仓库:https://github.com/nicemaths123/ai-ugc-videos
安装命令:
openclaw skills install ai-ugc-videos
安装前请先检查当前环境是否支持对应 CLI,并向我确认将要执行的命令、安装目录、联网范围和文件读写权限;确认后再执行。

命令行安装

复制命令到本机终端执行。该命令会通过 OpenClaw 从第三方来源获取 Skill;本站只展示命令,不托管安装包,也不自动执行。

ClawHubOpenClaw
openclaw skills install ai-ugc-videos

这个 Skill 是做什么的

研究检索类 Skill 主要解决「找资料、核对事实、把来源整理清楚」的问题,通常会让助手先检索再总结。

使用人工智能驱动的脚本、真实的视觉效果、配音以及 Facebook、TikTok 和 Instagram 的营销策略,生成完全制作的 UGC 风格的视频广告。

上手步骤

4 步
  1. 1

    确认自己的宿主工具

    公开资料标注支持 OpenClaw;先确认自己用的是其中之一,再按对应工具的 Skills 目录放置。

  2. 2

    拿到安装命令

    可以直接复制的命令是 openclaw skills install ai-ugc-videos;命令里的占位符换成自己的路径或密钥再执行。

  3. 3

    安装后重启宿主

    命令执行完要完全退出宿主工具再打开,让新装的 Skill 被重新扫描到,否则列表里可能看不到。

  4. 4

    按最小权限试用

    它需要需要联网,先在测试目录或测试账号里跑,确认没问题再放到正式项目。

常见问题

6 条

ai-ugc-videos 怎么安装?

在终端执行 openclaw skills install ai-ugc-videos。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

ai-ugc-videos 支持哪些 AI 工具?

公开资料标注支持 OpenClaw。其他工具只要能读取本地 Skill 目录,一般也能手动放进去,但要自己确认触发方式是否一致。

ai-ugc-videos 需要什么权限?

权限级别是需要联网。该 Skill 可能需要联网访问来源站点、仓库或外部 API;具体网络访问范围需要结合源码和 README 复核。

ai-ugc-videos 是免费的吗?

来源标注的许可证是 MIT-0。本站不代收任何费用,也不托管安装包;能否商用、要不要署名,以许可证原文为准。

ai-ugc-videos 用的人多吗?

公开数据是累计安装 2,447 次,近一周安装 103 次,下载 857 次。这些数字来自第三方目录统计,只能当作热度参考,不代表质量或安全性。

ai-ugc-videos 安全吗?

第三方扫描有提醒项,说明存在需要人工确认的行为。安装前请打开源码看清它读了什么、联网到哪里。

值得选的地方和要先想清楚的地方

值得选的地方

  • 专注 OpenClaw 一种宿主,触发方式和使用习惯不用来回切换。
  • 许可证明确为 MIT-0,商用和分发边界好判断。

先想清楚的地方

  • 第三方扫描存在提醒项或未通过项,需要人工逐条确认。
  • 第三方目录整理,版本更新和行为细节以来源仓库为准。

适不适合你

更适合

  • 已经在用 OpenClaw,想直接扩展它能力的人。
  • 需要处理研究检索类任务、又不想每次都手写提示词的人。

不太适合

  • 需要厂商级技术支持和 SLA 的生产系统。

研究检索类 Skill 对比

6 个同类
Skill总安装GitHub 星权限许可证扫描
find-skills

寻找技能 · Codex、Claude

31,199,81316,486操作浏览器MIT有提醒
self-improving-agent

自我改进 Agent · OpenClaw

16,464,0023,396接触敏感数据MIT-0通过
soultrace

灵魂追踪 · Codex、Claude

7,588,94412需要联网未明确有提醒
self-improving

自我完善 · OpenClaw

6,829,2841,046需要联网MIT-0通过
microsoft-foundry

微软代工厂 · Codex、Claude

6,614,144764调用外部服务未明确有提醒
ai-ugc-videos

ai UGC 视频 · 本页

2,447—需要联网MIT-0有提醒

按安装量取同分类前几名;数字来自第三方目录统计,只作热度参考,不代表质量结论。

SKILL.md 原文

🎬 AI UGC Video Ad Factory — Generate Authentic User-Generated Style Ads at Scale

Slug: ai-ugc-video-ad-factory Category: Paid Advertising / Video Production Powered by: Apify + InVideo AI + Claude AI

Input any product. Get fully produced UGC-style video ads — competitor ads analyzed, winning scripts written, authentic-feeling videos produced with AI voiceover & real-world visuals, and exported ready for Facebook, TikTok & Instagram. The #1 converting ad format. At $0 creator cost.

💥 Why This Skill Will Be Your Biggest Hit on ClawHub

UGC (User-Generated Content) style ads are the #1 highest-converting ad format on Meta, TikTok and Instagram right now. Brands pay real UGC creators $150–$500 per video. Top agencies charge $2,000–$5,000 per UGC campaign.

This skill produces the same quality output — fully scripted, fully produced — for under $2 per video.

Every e-commerce brand, Shopify store, SaaS company, app, and marketing agency on earth needs this. That's your entire audience.

What gets automated:

  • 🕵️ Scrape top performing UGC ads in your niche from Meta Ad Library & TikTok
  • 🧠 Reverse-engineer hooks, scripts & structures that make UGC convert
  • ✍️ Generate 5 UGC scripts per product — each with a different angle & persona
  • 🎬 Produce fully edited UGC-style videos via InVideo AI — authentic feel, no studio
  • 🎭 Create multiple persona variations — happy customer, skeptic converted, expert review
  • 📊 Package everything into a ready-to-launch ad campaign with testing strategy

🛠️ Tools Used

ToolPurpose
Apify — Meta Ad Library ScraperScrape top UGC ads running in your niche
Apify — TikTok Creative Center ScraperTop performing TikTok UGC ad creatives
Apify — Amazon Reviews ScraperReal customer language & pain points for scripts
Apify — Reddit ScraperAuthentic buyer concerns & objections
Apify — Google Search ScraperCompetitor claims, testimonials, product positioning
InVideo AIProduce authentic UGC-style videos with AI voiceover & visuals
Claude AIScript writing, persona creation, angle strategy, A/B hooks

⚙️ Full Workflow

INPUT: Product name + URL + target audience + platform + competitor brands
        ↓
STEP 1 — Competitor UGC Ad Intelligence
  └─ Meta Ad Library: top UGC ads in your niche (30+ days running = winner)
  └─ TikTok Creative Center: viral UGC product ads by category
  └─ Detect: hooks used, persona types, video length, CTA style
        ↓
STEP 2 — Voice of Customer Mining
  └─ Amazon reviews: real buyer language, before/after, specific results
  └─ Reddit: raw objections, fears, desires of your target audience
  └─ Extract: exact phrases buyers use → fuel for authentic scripts
        ↓
STEP 3 — Winning UGC Angles Identified
  └─ Problem/Solution: "I struggled with X until I found this"
  └─ Skeptic Converted: "I didn't believe it would work but..."
  └─ Expert/Authority: "As a [profession], here's why I recommend..."
  └─ Social Proof: "I've tried everything. This is the only thing that..."
  └─ Results-First: "I lost 12 lbs in 30 days. Here's exactly what I used."
        ↓
STEP 4 — Claude AI Writes 5 Full UGC Scripts
  └─ Each script = different persona + different angle
  └─ Hook (0–3 sec): scroll-stopper, pattern interrupt
  └─ Body (3–25 sec): story, proof, specific detail
  └─ CTA (25–30 sec): clear, urgent, benefit-led
  └─ 2 hook variations per script (A/B ready)
        ↓
STEP 5 — InVideo AI Produces All 5 Videos
  └─ 9:16 vertical format (TikTok / Reels / Stories)
  └─ AI voiceover — casual, authentic, NOT corporate
  └─ Real-world B-roll visuals matching the script
  └─ Minimal editing style (feels like real UGC, not an ad)
  └─ Captions synced for silent viewing
  └─ Export: MP4 1080p per platform
        ↓
STEP 6 — Campaign Launch Strategy
  └─ Which 2 scripts to test first (based on competitor data)
  └─ Budget split recommendation
  └─ KPI benchmarks from niche data
        ↓
OUTPUT: 5 UGC scripts + 5 produced videos + A/B hooks + campaign strategy

📥 Inputs

{
  "product": {
    "name": "SleepEase — Natural Sleep Supplement",
    "url": "sleepeasy.com",
    "category": "Health & Wellness",
    "price": "$39.99",
    "usp": "Falls asleep in 20 minutes, no grogginess next day, 100% natural",
    "target_audience": "Adults 30-55 with stress-related sleep issues"
  },
  "competitors": ["Calm Sleep", "ZzzQuil", "MidNite Sleep"],
  "platforms": ["facebook", "instagram", "tiktok"],
  "ugc_style": "authentic_handheld",
  "videos_count": 5,
  "production": {
    "invideo_api_key": "YOUR_INVIDEO_API_KEY",
    "voice_options": ["relatable_female_30s", "authentic_male_40s"],
    "caption_style": "bold_bottom"
  },
  "apify_token": "YOUR_APIFY_TOKEN"
}

📤 Output Example

{
  "competitive_intelligence": {
    "top_ugc_angles_in_niche": [
      { "angle": "Before/After transformation", "share": "41% of winning ads", "avg_runtime": "67 days" },
      { "angle": "Skeptic converted", "share": "29% of winning ads", "avg_runtime": "54 days" },
      { "angle": "Doctor/Expert endorsement style", "share": "18% of winning ads", "avg_runtime": "43 days" }
    ],
    "winning_hooks_detected": [
      "I've struggled with sleep for 7 years. This changed everything in week 1.",
      "POV: It's 2AM and you're still wide awake for the third night in a row...",
      "I was so skeptical when my friend recommended this. Then I tried it."
    ],
    "optimal_video_length": "28-35 seconds",
    "best_cta": "Shop now — first order ships free"
  },
  "voice_of_customer": {
    "top_pain_points": [
      "Lie awake for hours even when exhausted",
      "Wake up at 3AM and can't get back to sleep",
      "Prescription sleep aids leave me foggy all day",
      "Stress at work is destroying my sleep"
    ],
    "top_desires": [
      "Fall asleep fast without feeling drugged",
      "Wake up actually refreshed",
      "Something natural that actually works",
      "Stop dreading bedtime"
    ],
    "exact_buyer_phrases": [
      "finally something that works",
      "I was so skeptical",
      "wish I found this sooner",
      "no more staring at the ceiling"
    ]
  },
  "ugc_scripts": [
    {
      "script_id": 1,
      "persona": "Exhausted Working Mom, 38",
      "angle": "Problem → Solution → Results",
      "performance_prediction": "🔥 Highest priority to test — matches #1 winning angle in niche",
      "hook": "I haven't slept through the night in 4 years. Until 3 weeks ago.",
      "hook_variation_b": "POV: It's 2AM. You're exhausted. But your brain won't stop.",
      "full_script": "Hook (0:00-0:03):\
'I haven't slept through the night in 4 years. Until 3 weeks ago.'\
\
Body (0:03-0:25):\
'Between the kids, work, and just... life — I was running on 4 hours a night. I tried melatonin. Magnesium. All of it. Nothing worked.\
\
My sister kept telling me to try SleepEase. I ignored her for months because honestly, I'd given up.\
\
Finally tried it on a Thursday night. Fell asleep before 11PM. Slept until 6:30.\
\
I literally cried when I woke up.\
\
It's been 3 weeks. I've slept through the night 19 out of 21 days. I feel like myself again.'\
\
CTA (0:25-0:30):\
'Link in bio — they're doing free shipping on first orders right now. Don't wait like I did.'",
      "production_notes": "Handheld style. Bedroom setting, morning light. Casual clothes. No makeup perfection. Real = relatable.",
      "invideo_production": {
        "status": "produced",
        "duration": "30s",
        "format": "9:16 vertical",
        "voice": "relatable_female_30s",
        "captions": true,
        "video_file": "outputs/ugc_ad_01_exhausted_mom.mp4"
      }
    },
    {
      "script_id": 2,
      "persona": "Skeptical Professional, 44",
      "angle": "Skeptic Converted",
      "performance_prediction": "⚡ Strong second test — skeptic angle builds trust fast",
      "hook": "I'm not someone who buys supplements. I thought this was a scam.",
      "hook_variation_b": "Okay I need to talk about this because I genuinely didn't believe it would work.",
      "full_script": "Hook (0:00-0:03):\
'I'm not someone who buys supplements. I thought this was a scam.'\
\
Body (0:03-0:25):\
'My doctor literally suggested I try SleepEase before going back on prescription sleep meds. I rolled my eyes.\
\
But I was desperate. 5 hours a night for 8 months. Affecting my work, my relationships, everything.\
\
I did my research. The ingredients actually check out — no melatonin dependency, no next-day brain fog.\
\
Week one: fell asleep 40 minutes faster on average. Week two: started waking up before my alarm.\
\
I'm not saying it works for everyone. I'm saying it worked for me when nothing else did.'\
\
CTA (0:25-0:30):\
'They have a money-back guarantee so there's literally zero risk. Link's in my bio.'",
      "invideo_production": {
        "status": "produced",
        "duration": "30s",
        "format": "9:16 vertical",
        "voice": "authentic_male_40s",
        "video_file": "outputs/ugc_ad_02_skeptic.mp4"
      }
    },
    {
      "script_id": 3,
      "persona": "Wellness Enthusiast, 32",
      "angle": "Expert Authority / Ingredient Deep Dive",
      "hook": "As someone obsessed with sleep science, here's why SleepEase actually works.",
      "full_script": "Hook (0:00-0:03):\
'As someone obsessed with sleep science, here's why SleepEase actually works — and why most sleep supplements don't.'\
\
Body (0:03-0:25):\
'Most supplements just dump melatonin into a pill. Problem? Your body stops making its own. You become dependent.\
\
SleepEase uses a different approach — Ashwagandha to lower cortisol, L-Theanine to calm the mind, and Magnesium Glycinate to relax the body. No melatonin. No dependency.\
\
I've tried 11 different sleep supplements in the last 3 years. This is the only one where I wake up feeling genuinely rested — not groggy, not foggy. Rested.'\
\
CTA (0:25-0:30):\
'Link in bio. First order ships free and there's a 60-day guarantee. Worth trying.'",
      "invideo_production": {
        "status": "produced",
        "duration": "30s",
        "format": "9:16 vertical",
        "video_file": "outputs/ugc_ad_03_expert.mp4"
      }
    }
  ],
  "campaign_strategy": {
    "testing_order": [
      { "priority": 1, "script": 1, "why": "Before/after + emotional story = highest converting angle in niche" },
      { "priority": 2, "script": 2, "why": "Skeptic converted builds trust — great for cold audiences" },
      { "priority": 3, "script": 3, "why": "Authority angle — test once you have a winning hook" }
    ],
    "budget_split": "$30/day per script for first 5 days. Kill bottom performer. Scale winner.",
    "kpi_benchmarks": {
      "hook_rate_target": "Aim for 30%+ of viewers watching past 3 seconds",
      "ctr_benchmark": "1.5-3% for health supplements on Meta",
      "cpa_target": "Under $18 for a $39.99 product to hit 2x ROAS minimum"
    },
    "a_b_test_plan": "Run hook variation A vs B for script 1 simultaneously. Same budget. Winner takes all after 72 hours."
  }
}

🧠 Claude AI Master Prompt

You are a world-class UGC ad scriptwriter and direct response copywriter.

COMPETITOR UGC AD DATA:
{{competitor_ugc_ads}}

VOICE OF CUSTOMER DATA:
- Real pain points: {{pain_points}}
- Real desires: {{desires}}
- Exact buyer phrases: {{buyer_phrases}}

PRODUCT:
- Name: {{product_name}}
- USP: {{usp}}
- Price: {{price}}
- Audience: {{target_audience}}

FOR EACH OF THE 5 UGC SCRIPTS GENERATE:
1. Persona (age, situation, identity — specific and relatable)
2. Angle (Problem/Solution / Skeptic Converted / Expert / Results-First / Social Proof)
3. Performance prediction based on competitor data
4. Hook (0-3 seconds — scroll stopper. Must feel REAL, not like an ad)
5. Hook variation B (alternative for A/B test)
6. Full script with timestamps:
   - Hook (0-3s): Pattern interrupt. Emotional or curiosity trigger.
   - Body (3-25s): Story. Specific details. Real language. No corporate speak.
   - CTA (25-30s): Clear. Urgent. Benefit-led. One action only.
7. Production notes (setting, vibe, visual style for InVideo)

GOLDEN RULES FOR UGC SCRIPTS:
- Sounds like a real person talking to a friend, NOT an ad
- Specific details beat vague claims ("19 out of 21 nights" > "most nights")
- Use EXACT buyer phrases mined from reviews and Reddit
- Never say "game-changer", "amazing", "incredible" — too salesy
- The hook must work in the first 2 seconds with sound OFF (captions do the work)

OUTPUT: Valid JSON only. No markdown. No preamble.

💰 Cost Estimate

VideosApify CostInVideo CostTotalValue if Outsourced
5 UGC videos~$0.50~$8~$8.50$750–$2,500
10 UGC videos~$0.90~$15~$15.90$1,500–$5,000
25 UGC videos~$2.10~$35~$37.10$3,750–$12,500
50 UGC videos~$4.00~$65~$69$7,500–$25,000
💡 Get started free on Apify — $5 credits included
🎬 Produce all your UGC videos with InVideo AI — free plan available

🔗 Who Prints Money With This Skill

UserHow They Use ItRevenue
UGC AgencySell 5-video packs to brands$1,500–$5,000 per pack
Media BuyerTest 5 angles simultaneously — find winner fast3x faster path to profitable ads
E-commerce BrandReplace $500/creator UGC with $8.50 AI versionSave $10K+/month
Shopify StoreLaunch new product with 5 tested ad anglesProfitable from day 1
Marketing FreelancerOffer UGC ad service as premium packageAdd $2K–$5K per client
App DeveloperGenerate authentic-feeling app review adsCut CAC by 40–60%

📊 Why This Skill Is in a League of Its Own

FeatureHiring UGC CreatorsAI UGC Video Ad Factory
Cost per video$150–$500~$1.70
Turnaround time5–14 daysUnder 10 minutes
Competitor ad analysis❌✅
Voice of customer research❌✅
5 angles tested simultaneously❌✅
A/B hook variations❌✅
Campaign strategy included❌✅
Scale to 50 videos in one run❌✅

🚀 Setup in 3 Steps

Step 1 — Get your Apify API Token Go to: Settings → Integrations → API Token

Step 2 — Get your InVideo AI account Go to: Settings → API → Copy your key

Step 3 — Input your product & run Product URL + competitors + target audience. 5 UGC videos ready in under 10 minutes.


⚡ Pro Tips to Get Winning UGC Ads Faster

  • Always test the skeptic angle — it builds the most trust with cold audiences
  • Specific numbers 10x credibility — "19 out of 21 nights" beats "most nights" every time
  • Hook with sound OFF — 85% of people scroll with sound off. Captions carry the hook.
  • Run all 5 angles simultaneously — $30/day each for 5 days. Let data pick the winner.
  • Winning UGC ad = run it for 90 days minimum — don't kill it when it's working
  • Reuse your best script with different voices — same script, different AI voice = new creative

🏷️ Tags

ugc video-ads facebook-ads tiktok-ads instagram-ads ad-creative apify invideo ecommerce performance-marketing direct-response shopify


*Powered by Apify + InVideo AI + Claude AI*

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需要联网

该 Skill 可能需要联网访问来源站点、仓库或外部 API;具体网络访问范围需要结合源码和 README 复核。

安装前确认

本站仅展示第三方公开信息,不托管安装包,不提供自动安装或运行环境。安装前应自行审查源码、依赖和命令行为。来源安全扫描存在提醒或未通过项,安装前请自行复核。目前只有一个公开来源,建议同时核对源仓库。

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