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ai-viral-trendsAI 病毒趋势

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ai-viral-trends 用于查找、检索和筛选相关信息,适合在 OpenClaw 中需要根据关键词、任务场景或来源线索快速定位候选结果时使用。可结合来源仓库、安装命令和原始 README 继续核验具体用法。安装前建议确认权限范围、维护状态,以及是否会触发联网、命令执行或文件读写。

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2

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MIT-0

最后核验

2026-05-01

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请帮我安装这个 Agent Skill:ai-viral-trends(AI 病毒趋势)
来源仓库:https://github.com/nicemaths123/ai-viral-trends
安装命令:
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简介

跨平台追踪实时病毒趋势并生成定制化视频脚本。

  • 适用于内容团队快速响应热点与抢占流量先机。ai-viral-trends 属于研究检索类 Skill,可作为该场景下的辅助能力补充。
  • 自动分析趋势势头与生命周期,输出可执行方案。
  • 安装命令:openclaw skills install ai-viral-trends。
  • 需验证数据来源可靠性与内容发布的合规边界。

SKILL.md

🔥 AI Viral Trend Hijacker — Detect Any Trend & Produce Content Before It Peaks


📋 ClawHub Info

Slug: ai-viral-trend-hijacker

Display Name: AI Viral Trend Hijacker — Detect Any Trend & Produce Content Before It Peaks

Changelog: v1.0.0 — Scrapes TikTok, Instagram, Reddit & Google Trends to detect viral trends in real-time, scores each trend by momentum & longevity, generates niche-specific content angles, writes scripts for 10 trend-hijack videos, and produces them instantly via InVideo AI. Be first. Every time. Powered by Apify + InVideo AI + Claude AI.

Tags: viral tiktok trending content-creation reels shorts apify invideo trend-hijacking faceless-channel growth-hacking social-media


Category: Content Creation / Social Media Growth Powered by: Apify + InVideo AI + Claude AI

Input your niche. Get a real-time viral trend radar — the 10 trends exploding RIGHT NOW in your space, scored by momentum and longevity, with ready-to-film scripts AND produced videos. Stop reacting to trends 3 days late. Start publishing before anyone else.

💥 Why This Will Be The #1 Skill on ClawHub

The TikTok Trend Radar is already the top-viewed skill on the platform. This skill takes it 10x further — it doesn't just find trends, it hijacks them with produced, ready-to-post content in your specific niche.

Every creator, brand, agency and faceless channel operator needs this. Being first on a trend is the difference between 200 views and 2,000,000 views. Timing is everything.

Target audience: Content creators, faceless channel operators, social media managers, brands, marketing agencies, coaches, e-commerce sellers. Anyone who posts content and wants to go viral.

What gets automated:

  • 📡 Scan TikTok, Instagram Reels, YouTube Shorts, Reddit & Google Trends in real-time
  • 🔥 Score each trend by momentum (speed of growth) + longevity (days left at peak)
  • 🎯 Map trends to your specific niche — not generic trends, YOUR trends
  • 💡 Generate 10 content angles per trend — each one unique and non-obvious
  • ✍️ Write word-for-word video scripts with viral hooks
  • 🎬 Produce all 10 videos instantly via InVideo AI
  • 📅 Build 7-day posting calendar — which video to post when for max reach

🛠️ Tools Used

ToolPurpose
Apify — TikTok ScraperReal-time trending sounds, hashtags, viral videos
Apify — Instagram ScraperReels trending in your niche — engagement velocity
Apify — YouTube ScraperYouTube Shorts trending topics + view/sub velocity
Apify — Reddit ScraperRising posts in niche subreddits = content 24h before TikTok
Apify — Google Trends ScraperSearch volume spikes — catch trends at day 1 not day 7
Apify — Twitter/X ScraperViral conversations = trending content angles
InVideo AIProduce all 10 trend-hijack videos with voiceover & visuals
Claude AITrend scoring, niche mapping, script writing, angle generation

⚙️ Full Workflow

INPUT: Your niche + platform + content style + posting frequency
        ↓
STEP 1 — Real-Time Trend Detection
  └─ TikTok: hashtags gaining 500%+ views in last 48 hours
  └─ Instagram: Reels with 10x avg engagement vs 7-day baseline
  └─ YouTube Shorts: topics with view velocity spikes
  └─ Reddit: posts hitting front page of niche subreddits
  └─ Google Trends: search terms spiking in last 24-72 hours
        ↓
STEP 2 — Trend Scoring (0–100 per trend)
  └─ Momentum score: how fast is it growing right now?
  └─ Longevity score: is it day 1, day 3, or already fading?
  └─ Niche relevance: how well does it fit YOUR audience?
  └─ Competition level: how saturated is it already?
  └─ Combined: HIJACK NOW / MOVE FAST / TOO LATE
        ↓
STEP 3 — Niche Angle Generation
  └─ 10 unique angles to cover this trend in YOUR niche
  └─ Each angle: different hook, different perspective, different CTA
  └─ Filter out obvious angles (your competitors will do those)
  └─ Prioritize: counterintuitive > obvious every time
        ↓
STEP 4 — Script Writing (10 scripts)
  └─ Hook: first 2 seconds must stop the scroll
  └─ Teach/entertain: the reason they keep watching
  └─ Pattern interrupt: the moment they can't look away
  └─ CTA: follow / share / comment — specific to the platform
  └─ Length: optimized per platform (TikTok 30s / Reels 15-30s / Shorts 45s)
        ↓
STEP 5 — InVideo AI Produces All 10 Videos
  └─ AI voiceover synced to visuals
  └─ Platform-optimized format (9:16 vertical)
  └─ Captions, trending sound suggestions, hashtag sets
  └─ Export: MP4 ready to post directly
        ↓
STEP 6 — 7-Day Posting Calendar
  └─ Best time to post per platform per day
  └─ Which video goes first (highest momentum trend = day 1)
  └─ Cross-posting strategy per piece of content
        ↓
OUTPUT: 10 trend reports + 10 scripts + 10 produced videos + 7-day calendar

📥 Inputs

{
  "creator": {
    "niche": "personal finance for millennials",
    "platforms": ["TikTok", "Instagram Reels"],
    "content_style": "educational, slightly edgy, no fluff",
    "posting_frequency": "daily",
    "audience": "25-35 year olds frustrated with traditional finance advice",
    "channel_size": "12,000 followers"
  },
  "trend_settings": {
    "lookback_hours": 48,
    "min_momentum_score": 70,
    "exclude_already_covered": true,
    "regions": ["United States", "United Kingdom"]
  },
  "production": {
    "invideo_api_key": "YOUR_INVIDEO_API_KEY",
    "video_style": "bold_text_educational",
    "voice": "energetic_male_en",
    "captions": true
  },
  "apify_token": "YOUR_APIFY_TOKEN"
}

📤 Output Example

{
  "trend_radar_summary": {
    "date": "2026-03-03",
    "trends_detected": 47,
    "hijack_now": 4,
    "move_fast": 6,
    "too_late": 37,
    "top_trend_momentum": "The '100 envelope challenge' for savings — +840% TikTok views in 48h"
  },
  "top_trends": [
    {
      "rank": 1,
      "trend_name": "Loud Budgeting 2.0",
      "trend_score": 96,
      "status": "🔥 HIJACK NOW — Day 1 momentum",
      "origin": "Reddit r/personalfinance → Twitter → now hitting TikTok",
      "momentum": "+1,240% mentions in 48 hours",
      "longevity_estimate": "5–8 days at peak before oversaturation",
      "what_it_is": "People openly sharing their exact salary, savings and debt numbers on social media as a reaction against financial shame culture",
      "why_it_works": "Vulnerability + taboo-breaking + relatability = perfect viral formula",
      "niche_relevance_score": 98,
      "competition_level": "Low — only 340 TikToks so far, most generic",
      "content_angles": [
        {
          "angle": 1,
          "hook": "I make $67,000 a year. Here's exactly where every dollar goes.",
          "why_this_works": "Specific number + transparency = instant curiosity and trust",
          "estimated_performance": "High — mirrors the trend perfectly but with personal finance education"
        },
        {
          "angle": 2,
          "hook": "The reason your parents never talked about money is costing you $340,000",
          "why_this_works": "Counterintuitive + loss framing + generational guilt = stop the scroll",
          "estimated_performance": "Very High — triggers emotional response immediately"
        },
        {
          "angle": 3,
          "hook": "Loud budgeting is going viral. Here's what nobody's telling you about it.",
          "why_this_works": "Trend reference + 'secret knowledge' angle = saves + shares",
          "estimated_performance": "High — positioned as expert analysis of the trend itself"
        }
      ],
      "scripts": [
        {
          "angle": 1,
          "platform": "TikTok",
          "duration": "30s",
          "script": "HOOK (0–2s): 'I make $67,000 a year. Here's exactly where every dollar goes.'\
\
BODY (2–22s): '$3,847 a month after tax. $1,200 rent. $340 car. $180 food. $95 subscriptions I'm embarrassed about. $420 into investments — non-negotiable. That leaves me $1,612 for everything else.\
\
That's it. No secret. No side hustle magic. Just knowing the numbers and making them work.\
\
Loud Budgeting isn't about bragging. It's about refusing to be ashamed of where you are — and being intentional about where you're going.'\
\
CTA (22–30s): 'Follow if you want real numbers, not fake inspiration. What does your breakdown look like? Drop it below.'",
          "hashtags": "#loudbugeting #personalfinance #budgeting101 #moneytok #financetok #millennialmoney",
          "trending_sound": "Use current trending sound in #financetok — check TikTok Creative Center for this week's top sound",
          "invideo_status": "produced",
          "file": "outputs/trend1_angle1_tiktok.mp4"
        },
        {
          "angle": 2,
          "platform": "Instagram Reels",
          "duration": "20s",
          "script": "HOOK: 'Your parents' silence about money is costing you $340,000.'\
\
BODY: 'Families that never discuss money raise kids with 0 financial literacy. Those kids avoid investing until 35 instead of 25. That 10-year delay on a $500/month investment at 8% return = $340,000 less at retirement.\
\
Loud Budgeting is the generation saying: we're breaking this cycle.'\
\
CTA: 'Save this. Share it with someone who needed to hear it.'",
          "hashtags": "#loudbugeting #financialindependence #moneyeducation #generationalwealth",
          "invideo_status": "produced",
          "file": "outputs/trend1_angle2_reels.mp4"
        }
      ]
    },
    {
      "rank": 2,
      "trend_name": "The $1,000/month Savings Sprint Challenge",
      "trend_score": 88,
      "status": "🔥 HIJACK NOW — Day 2",
      "origin": "Reddit r/frugal — now spreading to TikTok",
      "momentum": "+620% in 48h",
      "niche_relevance_score": 95,
      "competition_level": "Very Low — under 100 TikToks",
      "top_angle": "I tried saving $1,000 in 30 days on a normal salary. Day 1.",
      "series_potential": "30-day series = 30 videos = algorithm loves serialized content"
    },
    {
      "rank": 3,
      "trend_name": "AI replacing financial advisors",
      "trend_score": 82,
      "status": "⚡ MOVE FAST — Day 3",
      "origin": "Twitter/X business discourse",
      "top_angle": "I asked AI to manage my portfolio for 30 days. Here's what happened to my money."
    }
  ],
  "posting_calendar": {
    "day_1": { "video": "Loud Budgeting Angle 1", "platform": "TikTok", "best_time": "7pm EST", "reason": "Peak momentum — post at trend day 1" },
    "day_2": { "video": "Loud Budgeting Angle 2", "platform": "Instagram Reels", "best_time": "12pm EST" },
    "day_3": { "video": "$1K Savings Sprint Day 1", "platform": "TikTok", "best_time": "7pm EST", "reason": "Start series while trend is young" },
    "day_4": { "video": "Loud Budgeting Angle 3", "platform": "TikTok + Reels", "best_time": "6pm EST" },
    "day_5": { "video": "$1K Savings Sprint Day 2", "platform": "TikTok", "best_time": "7pm EST" },
    "day_6": { "video": "AI Financial Advisors", "platform": "TikTok", "best_time": "8pm EST" },
    "day_7": { "video": "Week recap + best performing repurposed for YouTube Shorts", "platform": "All", "best_time": "12pm EST" }
  },
  "videos_produced": {
    "total": 10,
    "platforms": ["TikTok", "Instagram Reels"],
    "total_estimated_reach": "200K–2M (depending on algorithm pick-up)",
    "files": "outputs/trend_hijack_batch_march03/"
  }
}

🧠 Claude AI Master Prompt

You are a world-class viral content strategist and social media growth expert.

TREND DATA:
{{tiktok_instagram_youtube_reddit_trends}}

GOOGLE TRENDS SPIKES:
{{google_trends_data}}

CREATOR PROFILE:
- Niche: {{niche}}
- Platforms: {{platforms}}
- Style: {{content_style}}
- Audience: {{audience}}
- Channel size: {{size}}

FOR EACH TREND GENERATE:
1. Trend score (0–100):
   - Momentum (35%): growth rate in last 48h
   - Longevity (25%): days estimated at peak
   - Niche relevance (25%): fit to creator's audience
   - Competition level (15%): inverse — lower = higher score

2. Status label:
   - 🔥 HIJACK NOW: day 1-2, momentum high, competition low
   - ⚡ MOVE FAST: day 2-4, still viable
   - ⚠️ FADING: day 5+, oversaturated — skip

3. 10 unique content angles:
   - Never pick the obvious angle — competitors will do that
   - Rank by estimated viral potential
   - Each angle: hook + why it works + estimated performance

4. Full scripts for top 3 angles:
   - Hook: MUST stop scroll in first 2 seconds
   - Body: teach or entertain — never both at the same time
   - Pattern interrupt: one unexpected moment mid-video
   - CTA: specific and low-friction
   - Platform-optimized length

5. 7-day posting calendar:
   - Match highest momentum trends to day 1
   - Identify series potential (30-day = algorithm gold)
   - Cross-posting recommendations

HOOK RULES:
- Specific numbers beat vague claims ("$67,000" > "good salary")
- Counterintuitive beats obvious ("why saving more hurts you")
- Unfinished loops beat complete statements ("Here's what nobody tells you about...")

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

💰 Cost Estimate

RunApify CostInVideo CostTotalContent Agency Price
Daily trend scan + 10 videos~$0.60~$15~$15.60$500–$2,000/day
Weekly (7 runs, 70 videos)~$4.20~$105~$109$3,500–$14,000
Monthly (300 videos)~$18~$450~$468$15,000–$60,000
💡 Start free on Apify — $5 credits included 🎬 Produce all your trend videos with InVideo AI

🔗 Revenue Opportunities

UserHow They Use ItRevenue
Faceless Channel Operator10 trend videos/day = algorithm domination$5K–$50K/month AdSense + brand deals
Social Media AgencyDeliver trend content to 10 clients daily$1,000–$3,000/month per client
Brand / E-commerceRide trends with product angles10x organic reach vs static content
Content CreatorNever run out of ideas, always on trend10x follower growth rate
Coach / ConsultantTrend-hijack for authority buildingInbound leads from viral content

📊 Why This Beats Every Alternative

FeatureTrendTok ($99/mo)Manual MonitoringAI Viral Trend Hijacker
Multi-platform trend detectionPartial
Trend momentum scoring
Niche-specific angle generation
Word-for-word scripts
Videos produced instantly
7-day posting calendar
Monthly cost$99Hours daily~$468 for 300 videos

🚀 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 — Set your niche & run daily Niche + platforms + style. 10 trend videos ready in minutes.


⚡ Pro Tips

  • Reddit is 24h ahead of TikTok — front page of niche subreddits = tomorrow's viral content today
  • Day 1 of a trend = 100x the reach of day 5 — run this skill daily, not weekly
  • Series content beats one-offs — a 30-day challenge = 30 videos + algorithm loves the cadence
  • Counterintuitive angle always wins — your competitors take the obvious, you take the unexpected
  • Post the same video on TikTok AND Reels AND Shorts — 3x the reach for 0 extra work

*Powered by Apify + InVideo AI + Claude AI*

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