Imported from ktg-one/marketing (blog/battlle-of-the-bots/round-2/02-saas-landing/AGENTS.md). Install upstream with npx skills add ktg-one/marketing --skill 02-saas-landing. Copyright stays with the author.

🤖 AI Agents Configuration & Automation Guide 🎯

Top Agentic Practices for 2025 Bootstrap Sites

🎪 Agent Ecosystem Overview

This collection features AI-powered automation for every aspect of website creation, from content generation to deployment. Each template includes specialized agents optimized for different business types.

🔄 Automation Pipeline

graph LR
    A[Content Request] --> B[AI Agent Analysis]
    B --> C[Template Selection]
    C --> D[Content Generation]
    D --> E[Brand Customization]
    E --> F[Build & Deploy]
    F --> G[Live Site]

🚀 Agent Types Included

1. 🎨 Content Generation Agent

# Generate personalized content for SaaS template
node agent-automation/generate-content.js --template=02-saas-landing --customize

Capabilities:

• Persona-based content creation
• Industry-specific messaging
• A/B testing variants
• SEO-optimized copy
• Conversion-focused CTAs

2. 🎯 Brand Identity Agent

# Auto-generate brand guidelines
node scripts/brand-generator.js --industry=fintech --personality=professional

Includes:

• Color palette generation
• Typography recommendations
• Logo concept creation
• Social media assets
• Brand voice guidelines

3. 📊 Performance Optimization Agent

# Analyze and optimize site performance
node scripts/performance-agent.js --template=05-ecommerce-marketplace

Features:

• Core Web Vitals monitoring
• Image optimization
• Lazy loading configuration
• CDN recommendations
• SEO enhancement

4. 🌐 Deployment Automation Agent

# One-click deployment with customization
gh workflow run deploy.yml --ref main -f template=01-ai-portfolio-agency

Automation:

• GitHub Pages setup
• Custom domain configuration
• SSL certificate provisioning
• CDN integration
• Monitoring setup

⚡ Quick Agent Commands

Content Generation

# Generate entire site content
npm run generate -- --template=03-startup-launch --topic=fintech

# Generate specific sections
npx generate-content --section=hero --tone=urgent --audience=startups

Brand Customization

# Extract brand from existing materials
npx brand-extractor --input=brand-assets/ --output=custom-brand.json

# Apply brand to template
npx brand-apply --template=04-nonprofit-cause --brand=custom-brand.json

Performance Testing

# Run full performance audit
npx performance-audit --template=05-ecommerce-marketplace --detailed

# Generate optimization report
npx page-speed-insights --url=https://your-site.github.io

🎯 Agentic Best Practices 2025

1. Prompt Engineering

Excellent: "Create a compelling hero section for a SaaS product targeting startup founders, emphasizing how it speeds up their product-launch cycle by 75%, using actionable language and clear value propositions"

Poor: "Make a hero section for software"

2. Template Selection Matrix

3. Content Pipelines

// Example agent pipeline configuration
const contentPipeline = {
  stages: ['research', 'generate', 'optimize', 'test', 'deploy'],
  agents: {
    researcher: 'Market analysis & competitor research',
    generator: 'Content creation & personalization',
    optimizer: 'SEO & performance tuning',
    tester: 'A/B testing & validation',
    deployer: 'Automated deployment & monitoring'
  }
};

4. Automation Workflows

# GitHub Actions workflow example
name: AI-Powered Site Generation
on: [push, workflow_dispatch]

jobs:
  generate:
    runs-on: ubuntu-latest
    steps:
      - uses: actions/checkout@v4
      - name: Generate Content
        run: npm run generate
      - name: Apply Branding
        run: npm run brand-apply
      - name: Performance Test
        run: npm run performance-test
      - name: Deploy
        run: npm run deploy

🧠 Advanced Agent Techniques

Multi-Agent Coordination

# Coordinate multiple agents for complex tasks
npx agent-coordinator \
  --agents=researcher,writer,designer,optimizer \
  --goal="Create compelling product launch site" \
  --template=03-startup-launch

Personalization at Scale

# Generate personalized variants
npx personalization-agent \
  --base-template=02-saas-landing \
  --segments="enterprise,startups,creatives" \
  --output-dir=variants/

A/B Testing Automation

# Run automated A/B tests
npx ab-test-agent \
  --template=05-ecommerce-marketplace \
  --variations=3 \
  --metrics="clicks,conversions,time-on-page" \
  --duration=7days

📊 Agent Performance Metrics

Content Quality Metrics

• Relevance Score: Target keywords density (80-85%)
• Readability: Flesch-Kincaid Grade Level (6-8)
• Conversion Potential: CTA effectiveness rating
• Social Shares: Predicted shareability score

Performance Metrics

• Lighthouse Score: Target >90 mobile, >95 desktop
• Core Web Vitals: All "Good" ratings
• Page Load Time: <2.5 seconds
• SEO Score: >85/100

🎪 Agent Templates Library

By Business Size

• Solo Entrepreneurs: Simplified, cost-effective templates
• SMB (2-50 people): Professional, conversion-focused
• Enterprise (50+): Customizable, scalable solutions

By Industry

• Healthcare: HIPAA-compliant, trust-building
• Finance: Security-first, regulatory aware
• Education: Clean, accessible interfaces
• Creative: Portfolio-focused, visually rich

By Use Case

• Product Landing: Conversion optimization
• Company Portfolio: Credibility and case studies
• Campaign Sites: Urgency and storytelling
• Marketplaces: User experience and discovery

🔧 Agent Customization Guide

Template Variables

{
  "brand": {
    "name": "Your Company",
    "colors": ["#2563eb", "#8b5cf6", "#10b981"],
    "fonts": ["Inter", "Sora", "Space Grotesk"],
    "tone": "professional"
  },
  "target": {
    "audience": "tech-startups",
    "goals": ["demo-signups", "brand-awareness"],
    "geography": "global"
  },
  "agent": {
    "creativity": 0.8,
    "technical-precision": 0.9,
    "localization-needed": true
  }
}

Agent Behaviors

• Conservative: Stick closely to proven patterns
• Creative: Experiment with innovative approaches
• Adaptive: Learn from performance data
• Cooperative: Work well with human input

🚀 Getting Started with Agents

1. Installation

# Clone and setup
git clone [repository]
cd 2025-bootstrap-sites
npm install

# Configure agents
node scripts/setup-agents.js

2. First Project

# Generate basic site
npm run generate -- --template=01-ai-portfolio-agency

# Start development
npm run dev

3. Advanced Usage

# Full pipeline automation
npx agent-pipeline \
  --idea="SaaS for project managers" \
  --template=02-saas-landing \
  --deploy=true

🔮 Future Agent Capabilities

Planned Features

• Real-time personalization based on user behavior
• Predictive content optimization using ML
• Multi-language support with cultural adaptation
• Integration with design systems (Figma, Adobe, etc.)
• Competitor intelligence for content differentiation
• Automated customer journey mapping and optimization

💡 Pro Tips

1. Always test agents with your specific content type
2. Start simple - expand automation gradually
3. Monitor performance - agents improve with feedback
4. Customize prompts for your brand voice
5. Combine agents for complex workflows
6. Backup work before heavy automation

🎯 Success Rate Statistics

Ready to launch with AI power? 🚀✨

Generated by: 2025 Bootstrap Sites Agent Automation Ecosystem