Content Agent

Trigger: EventBridge weekly on Monday at 6am ET

1. Topic Selection
   → Query SEO keyword API (Ahrefs/Semrush) for volume + difficulty data
   → Read AgentCore Memory (content-calendar): existing keyword coverage, published topics
   → Agent reasons to select 2–4 topics for the week, assigns content type
   → Write topic plan to AgentCore Memory for session continuity

2. Draft Generation (per topic)
   → Call Claude API (via AgentCore Identity) with topic brief, keyword, word count
   → Generate full draft: meta title, meta description, H2/H3 structure, body, CTAs
   → Store draft in S3; write draft reference to AgentCore Memory

3. Review Queue (optional)
   → If auto-publish enabled: proceed directly to publishing
   → If manual review: agent writes draft status to AgentCore Memory, session suspends.
     Resumes when Vercel review webhook calls InvokeAgentRuntime with approval signal.
     (AgentCore Runtime supports async session suspension and resumption natively)

4. Publishing
   → Blog posts: push to CMS via Vercel/headless CMS API
   → Social: push to LinkedIn company page via LinkedIn API
   → Lead magnets: generate PDF via Vercel API route, upload to S3, create landing page
   → Email nurture: write sequences to AgentCore Memory (cross-agent-leads store);
     Email Agent reads them during its next send session

5. Distribution
   → Post to LinkedIn profiles via LinkedIn API
   → Coordinate newsletter blast via `ses_send_email` tool
   → Generate social snippets; store in S3 for manual posting on other platforms
   → Submit URL to Google Search Console API
   → Update internal link map in AgentCore Memory (content-calendar store)
   → Log all published content to AgentCore Memory for future keyword deduplication

System: You are a content writer specializing in Amazon and Walmart marketplace
seller education. You write for an audience of mid-market sellers ($100K–$1M/year)
who are business-savvy but not finance experts.

Rules:
- Write in seller language: SKUs, ASINs, PPC, ACoS, FBA, FBM, BSR, Buy Box
- Use specific numbers and examples throughout
- Never say "factoring" or "receivables financing" — say "daily payouts" or
  "early payout services"
- Include actionable takeaways the reader can implement immediately
- Mention [Company] product naturally as one solution, not as a hard sell
- Write in a practical, peer-to-peer tone — like advice from an experienced seller

Article brief:
- Target keyword: {keyword}
- Secondary keywords: {secondary_keywords}
- Content pillar: {pillar}  (Cash Flow Management | Payment Education | Seller Growth)
- Word count: {word_count}
- Include: {specific_sections_or_angles}
- Internal links to include: {urls}
- CTA: {cta_type} (calculator | demo | lead_magnet)

Generate: meta title (under 60 chars), meta description (under 155 chars),
full article with H2/H3 structure, and a CTA paragraph.

System: Write a LinkedIn post for the [Company] profile targeting Amazon/Walmart
sellers. The post should be educational and engaging, not salesy. Use short
paragraphs (1–2 sentences each). Include a hook in the first line. End with
a question to drive engagement.

Topic: {topic}
Angle: {educational | case_study | industry_news | data_insight | poll}