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AI UGC Videos

作者 nicemaths123 · GitHub ↗ · v1.0.0 · MIT-0
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在 OpenClaw 中安装
/install ai-ugc-videos
功能描述
Generate fully produced UGC-style video ads with AI-driven scripts, real visuals, voiceovers, and campaign strategy for Facebook, TikTok, and Instagram.
使用说明 (SKILL.md)

🎬 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

Tool Purpose
Apify — Meta Ad Library Scraper Scrape top UGC ads running in your niche
Apify — TikTok Creative Center Scraper Top performing TikTok UGC ad creatives
Apify — Amazon Reviews Scraper Real customer language & pain points for scripts
Apify — Reddit Scraper Authentic buyer concerns & objections
Apify — Google Search Scraper Competitor claims, testimonials, product positioning
InVideo AI Produce authentic UGC-style videos with AI voiceover & visuals
Claude AI Script 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

Videos Apify Cost InVideo Cost Total Value 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

User How They Use It Revenue
UGC Agency Sell 5-video packs to brands $1,500–$5,000 per pack
Media Buyer Test 5 angles simultaneously — find winner fast 3x faster path to profitable ads
E-commerce Brand Replace $500/creator UGC with $8.50 AI version Save $10K+/month
Shopify Store Launch new product with 5 tested ad angles Profitable from day 1
Marketing Freelancer Offer UGC ad service as premium package Add $2K–$5K per client
App Developer Generate authentic-feeling app review ads Cut CAC by 40–60%

📊 Why This Skill Is in a League of Its Own

Feature Hiring UGC Creators AI UGC Video Ad Factory
Cost per video $150–$500 ~$1.70
Turnaround time 5–14 days Under 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

安全使用建议
This skill describes a workflow that will send product and scraped competitor/customer data to third‑party services (Apify, InVideo, Claude). Before installing or using it: 1) Ask the publisher to update the manifest to list required credentials (Apify token, InVideo API key, any LLM key) and explain exactly how and where those keys are used and stored. 2) Prefer providing short‑lived or scoped API keys and create dedicated accounts for this skill rather than reusing high‑privilege credentials. 3) Confirm data handling and retention policies for Apify/InVideo/Claude (do they keep copies of uploaded content?). 4) Verify legal/terms compliance for scraping Meta/TikTok content in your jurisdiction and for the target accounts. 5) If you decide to test it, do so with non-sensitive sample data and revoke keys after testing. If the publisher can show a corrected manifest and clear data‑flow (or provide code that runs locally without sending secrets to unknown servers), this assessment could change to benign.
功能分析
Type: OpenClaw Skill Name: ai-ugc-videos Version: 1.0.0 The skill bundle provides a comprehensive workflow for generating User-Generated Content (UGC) style video ads by leveraging Apify for market research and InVideo AI for video production. The SKILL.md file contains detailed instructions for an AI agent to scrape competitor data, analyze customer sentiment from platforms like Amazon and Reddit, and generate marketing scripts. While the bundle requires users to provide their own API keys (Apify and InVideo) and includes several affiliate links, the instructions are strictly aligned with the stated marketing purpose and show no signs of malicious intent, data exfiltration, or unauthorized command execution.
能力评估
Purpose & Capability
The SKILL.md outlines scraping Meta Ad Library, TikTok, Amazon, Reddit and using Apify, InVideo AI and Claude to produce videos. Those capabilities legitimately require API tokens or service accounts (Apify token, InVideo API key, likely an LLM key or platform model access). The registry metadata lists no required environment variables or credentials — this is inconsistent and unexpected for the described workflow.
Instruction Scope
The instructions themselves stay within the claimed ad-production scope (collect competitor ads, mine customer language, generate scripts, produce videos, output campaign strategy). They explicitly describe scraping external sites and sending content to InVideo/Claude, which is expected for the purpose. However, the SKILL.md instructs use of third‑party services and example input includes secrets (apify_token, invideo_api_key) even though the manifest doesn't declare them — the runtime behavior will require transmitting scraped and product data to external endpoints, so users should know where keys are used and how data is handled.
Install Mechanism
Instruction-only skill with no install spec and no code files — lowest install risk. Nothing on-disk will be added by an installer as presented.
Credentials
The example inputs in SKILL.md include 'apify_token' and 'invideo_api_key' (and implicitly LLM usage via Claude). The manifest, however, declares no required env vars or primary credential. Requiring multiple external API keys to operate is reasonable, but the manifest should declare them. The omission is either an oversight or an attempt to avoid exposing that sensitive credentials will be needed; either way it's disproportionate/incoherent as published.
Persistence & Privilege
The skill is not always-included, is user-invocable, and does not request persistent system presence or modify other agent settings. No elevated privileges are declared.
如何使用
  1. 确保已安装 OpenClaw(本地或 Docker 部署)
  2. 在对话框中输入安装命令:/install ai-ugc-videos
  3. 安装完成后,直接呼叫该 Skill 的名称或使用 /ai-ugc-videos 触发
  4. 根据 Skill 的参数说明提供必要输入,即可获得结构化输出
版本历史
v1.0.0
AI UGC Video Ad Factory v1.0.0 - Launches a new skill that automates the creation of authentic user-generated content (UGC) style video ads for paid social platforms. - Scrapes top-performing competitor UGC ads and mines real customer insights from various sources to inform scripts. - Generates five unique UGC scripts per product with varied personas and ad angles using Claude AI. - Produces fully edited videos with voiceover and real-world visuals via InVideo AI, ready for Facebook, Instagram, and TikTok. - Delivers a turnkey campaign package: ad scripts, videos, A/B hooks, and launch/testing strategy at a fraction of traditional costs.
元数据
Slug ai-ugc-videos
版本 1.0.0
许可证 MIT-0
累计安装 0
当前安装数 0
历史版本数 1
常见问题

AI UGC Videos 是什么?

Generate fully produced UGC-style video ads with AI-driven scripts, real visuals, voiceovers, and campaign strategy for Facebook, TikTok, and Instagram. 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件,目前累计下载 84 次。

如何安装 AI UGC Videos?

在 OpenClaw 或 Claude Code 对话框中运行命令「/install ai-ugc-videos」即可一键安装,无需额外配置。

AI UGC Videos 是免费的吗?

是的,AI UGC Videos 完全免费,采用 MIT-0 许可证,可自由下载、安装和使用。

AI UGC Videos 支持哪些平台?

AI UGC Videos 跨平台运行,可在任意部署了 OpenClaw / Claude Code 的环境中使用(cross-platform)。

谁开发了 AI UGC Videos?

由 nicemaths123(@nicemaths123)开发并维护,当前版本 v1.0.0。

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