AgentSkillsCN

High-Velocity Creative Testing Agent

高速创意测试代理

SKILL.md

High-Velocity Creative Testing Agent

Description: AI agent specialized in generating thousands of ad creative variations, pain point research, and automated ad campaign management for paid media.

Tags: marketing, paid-ads, creative-testing, ugc, meta-ads, growth-hacking

Version: 1.0.0

Capabilities

This skill enables you to:

  1. •

    Pain Point Research & Script Generation

    • •Scrape platforms (Reddit, Quora, forums) for real customer language
    • •Extract pain points, trigger events, and desired outcomes
    • •Generate 10+ variations of 30-second ad scripts following storytelling format
  2. •

    Bulk Creative Production

    • •Transcribe competitor winning video ads
    • •Generate hundreds/thousands of video creative variations
    • •Produce AI avatar videos at scale (CPC under $1)
  3. •

    Ad Campaign Management

    • •Monitor performance data (CPC, CPA, CR)
    • •Automatically rebalance ad spend
    • •Identify winning creative formats and scripts

When to Use This Skill

Use this skill when you need to:

  • •✅ Launch paid media campaigns with high creative volume
  • •✅ Reduce Cost Per Acquisition (CPA) through creative testing
  • •✅ Replace expensive human UGC with AI-generated content
  • •✅ Scale ad creative production without proportional cost increases
  • •✅ Identify winning ad formats through systematic testing

Examples:

  • •"Generate 50 ad scripts for fitness trainers selling meal planning software"
  • •"Analyze competitor ads and create similar scripts in our brand voice"
  • •"Research pain points for e-commerce founders on Reddit and create ad hooks"

Instructions

Step 1: Pain Point Research

When the user requests pain point research or ad script generation:

  1. •

    Identify the target audience (e.g., "Fitness Trainers," "E-commerce Founders")

  2. •

    Extract pain point keywords from the user's product description

  3. •

    Research customer language by:

    • •Searching relevant subreddits (r/personaltraining, r/nutrition, r/entrepreneur)
    • •Finding Quora questions related to the pain points
    • •Extracting real quotes, trigger events, and desired outcomes
  4. •

    Output structured insights:

    markdown
    ## Pain Point Research: [Target Audience]

### Top 3 Pain Points
1. [Pain Point 1] - Quote: "[Real customer quote]"
2. [Pain Point 2] - Quote: "[Real customer quote]"
3. [Pain Point 3] - Quote: "[Real customer quote]"

### Trigger Events
- [Event that causes the pain]
- [Event that causes the pain]

### Desired Outcomes
- [What customers want to achieve]
- [What customers want to achieve]

Step 2: Ad Script Generation

Generate 10+ variations of 30-second ad scripts following this format:

Structure:

  1. •Hook (3-5 seconds) - Attention-grabbing opening
  2. •Pain Point Story (10-15 seconds) - Relatable problem narrative
  3. •Product as Hero (8-12 seconds) - How product solves the problem
  4. •Strong CTA (3-5 seconds) - Clear call to action

Script Template:

markdown
## Ad Script [Number]: [Hook Title]

**Hook:** [Attention-grabbing opening - use real customer language]

**Pain Point Story:** [Relatable problem using customer quotes/language]

**Product as Hero:** [How product solves the problem - specific benefit]

**CTA:** [Clear, direct call to action]

---

**Visual Direction:** [AI avatar holding product / screen recording / etc.]
**Tone:** [Empathetic / Urgent / Excited / etc.]
**Length:** 30 seconds

Example Output:

markdown
## Ad Script 1: "8 Hours Every Weekend"

**Hook:** "I used to spend 8 hours every weekend creating meal plans for my clients..."

**Pain Point Story:** "By Sunday night, I was exhausted. My family complained I never had time for them. And honestly? I was burnt out from copying and pasting the same recipes over and over."

**Product as Hero:** "Then I found EvoFitMeals. Now it takes me 30 minutes to create personalized meal plans for all my clients. The AI does the heavy lifting, and I get my weekends back."

**CTA:** "If you're a trainer who's tired of spending your life in spreadsheets, try EvoFitMeals free for 14 days. Link in bio."

---

**Visual Direction:** Fitness trainer (AI avatar) speaking directly to camera, holding phone showing app
**Tone:** Empathetic, relatable, solution-focused
**Length:** 30 seconds

Step 3: Creative Production Guidance

When user requests bulk creative production:

  1. •

    Tools to recommend:

    • •HeyGen or Make UGC.ai for AI avatar videos
    • •11 Labs for AI voice generation
    • •Descript for editing (captions, simple cuts)
    • •OpenAI Whisper for transcribing competitor ads
  2. •

    Workflow:

    code
    Step 1: Transcribe competitor winning ads (Whisper)
Step 2: Use competitor scripts as "F-Shot Engineering" input
Step 3: Generate script variations (this agent)
Step 4: Create AI avatar videos (HeyGen)
Step 5: Add captions and edit (Descript)
Step 6: Export MP4 files for ad upload
  3. •

    Output format:

    • •Provide script variations in batch (10-50 at a time)
    • •Include visual direction for each script
    • •Suggest avatar type (professional, casual, enthusiastic, etc.)

Step 4: Ad Campaign Management

When user requests campaign management guidance:

  1. •

    Setup recommendations:

    • •Platform: Meta Ads (Facebook/Instagram)
    • •Targeting: Broad match (e.g., all US/Canada + interest: "Fitness")
    • •Optimization: Purchase Conversion Event
    • •Budget: Test with $50-100/day minimum
  2. •

    Performance monitoring:

    • •Track: CPC, CPA, CR, ROAS
    • •Identify top 10% performers (winning creatives)
    • •Flag bottom 90% for review/turn-off
    • •Rebalance spend toward winners
  3. •

    Output format:

    markdown
    ## Campaign Performance Analysis

### Winning Creatives (Top 10%)
- Script #5: CPC $0.87, CPA $42, CR 3.2%
- Script #12: CPC $0.91, CPA $45, CR 3.0%

### Underperformers (Bottom 90%)
- Script #3: CPC $2.10, CPA $105, CR 1.1% → **TURN OFF**
- Script #7: CPC $1.85, CPA $98, CR 1.3% → **TURN OFF**

### Recommendations
1. Double budget on Scripts #5 and #12
2. Create 5 new variations based on Script #5 winning format
3. Test new hook: "[Winning hook pattern]"

Key Principles

F-Shot Engineering (Few-Shot Learning)

  • •Use competitor winning scripts as input examples
  • •AI learns the format, tone, and structure
  • •Generates similar scripts adapted to your brand

Storytelling Format

Every ad should follow: Hook → Pain → Solution → CTA

  • •Hook: Grab attention in first 3 seconds
  • •Pain: Make the problem relatable and specific
  • •Solution: Show how product solves the pain
  • •CTA: Clear next step (click, sign up, buy)

Volume Over Perfection

  • •Generate 100+ scripts, test 50+ videos
  • •Let the data tell you what works
  • •Iterate on winners, kill losers fast

Customer Language

  • •Use real quotes from Reddit/Quora
  • •Sound like a human, not a marketer
  • •Avoid jargon, corporate speak, hype

Success Metrics

Target KPIs

  • •CPC: < $1.00
  • •CPA: < $50.00
  • •Creative Volume: 100+ variations/month
  • •Winning Creative Hit Rate: Top 10% drive 80%+ of conversions

Campaign Health Indicators

  • •✅ Healthy: CPC decreasing, CPA stable, creative volume high
  • •⚠️ Warning: CPC increasing, creative fatigue (CR dropping)
  • •❌ Unhealthy: CPA > $75, CPC > $2, no winning creatives

Example Workflows

Workflow 1: Launch New Ad Campaign

User Request: "I need to launch ads for my meal planning app targeting fitness trainers"

Agent Actions:

  1. •Research pain points on r/personaltraining and Quora
  2. •Extract top 3 pain points (time spent, client retention, manual work)
  3. •Generate 20 ad scripts following storytelling format
  4. •Provide production guidance (HeyGen AI avatars)
  5. •Recommend campaign setup (broad targeting, $100/day budget)

Workflow 2: Analyze Underperforming Campaign

User Request: "My ads aren't working, CPA is $120 and I'm losing money"

Agent Actions:

  1. •Request performance data (CPC, CPA, CR by creative)
  2. •Identify underperformers (bottom 90%)
  3. •Analyze winning creative patterns (if any)
  4. •Generate 10 new script variations based on winners
  5. •Recommend budget reallocation strategy

Workflow 3: Competitor Analysis

User Request: "My competitor's ads are crushing it, help me create similar ones"

Agent Actions:

  1. •Request competitor ad video URLs or scripts
  2. •Transcribe and analyze structure, hooks, pain points
  3. •Identify winning patterns (F-Shot Engineering)
  4. •Generate 15 scripts in similar format but adapted to user's brand
  5. •Provide differentiation suggestions

Tools & Resources

Recommended Tools

  • •HeyGen: AI avatar video generation
  • •Make UGC.ai: AI UGC creator
  • •11 Labs: AI voice synthesis
  • •Descript: Video editing with captions
  • •OpenAI Whisper: Audio transcription
  • •Meta Ads Manager: Campaign management
  • •Triple Whale Orcabase: Performance analytics

Research Platforms

  • •Reddit (r/personaltraining, r/Entrepreneur, r/nutrition)
  • •Quora (fitness, business, nutrition topics)
  • •YouTube (competitor ad transcripts)
  • •Facebook Ad Library (competitor ad research)

Notes

  • •This skill is optimized for paid media creative testing
  • •Best used in combination with Ad Campaign Management and Performance Analytics
  • •Requires user to have access to Meta Ads platform and creative production tools
  • •AI avatars can reduce creative production costs by 90%+ vs. human UGC

Created: January 2025 For: FitnessMealPlanner / EvoFitMeals Growth Strategy Related Skills: SEO Optimization, Content Repurposing, Outreach Automation