name: "Content Creation Pipeline"
description: "Topic to finished draft — research, write, brand review, final edit"

agents_dir: "agency-agents"

llm:
  provider: "deepseek"
  model: "deepseek-chat"
  max_tokens: 4096

concurrency: 2

inputs:
  - name: topic
    description: "Content topic"
    required: true
  - name: target_audience
    description: "Target audience"
    required: true
  - name: platform
    description: "Publishing platform (e.g. Substack, LinkedIn, Medium, Twitter)"
    required: true

steps:
  - id: research
    role: "marketing/marketing-social-media-strategist"
    task: |
      Research this topic for content.
      Topic: {{topic}}
      Audience: {{target_audience}}
      Platform: {{platform}}

      Output:
      1. Key information points
      2. Pain points the audience cares about
      3. Competitor / prior-art content analysis
      4. Suggested content angle
    output: research_report

  - id: draft
    role: "marketing/marketing-content-creator"
    task: |
      Based on this research, write an article suited for {{platform}}.

      Research:
      {{research_report}}

      Requirements:
      - Audience: {{target_audience}}
      - Tone and structure suited to {{platform}}
      - Strong, attention-grabbing headline
      - Clear structure, easy to read
    output: draft_content
    depends_on: [research]

  - id: brand_review
    role: "marketing/marketing-growth-hacker"
    task: |
      Review the content for brand fit and effectiveness.

      {{draft_content}}

      Review criteria:
      1. Tone consistency
      2. Factual accuracy
      3. Any sensitive or risky content
      4. Concrete improvement suggestions
    output: review_feedback
    depends_on: [draft]

  - id: final_edit
    role: "marketing/marketing-content-creator"
    task: |
      Apply the brand review feedback and produce the final draft.

      Original:
      {{draft_content}}

      Feedback:
      {{review_feedback}}

      Output the finalized article.
    depends_on: [brand_review]