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Job File Format

Job files define batch content generation parameters using JSON format.

Structure

{
  "jobs": [
    {
      "project_id": 1,
      "tiers": {
        "tier1": {
          "count": 5,
          "min_word_count": 2000,
          "max_word_count": 2500,
          "min_h2_tags": 3,
          "max_h2_tags": 5,
          "min_h3_tags": 5,
          "max_h3_tags": 10
        }
      }
    }
  ]
}

Fields

Job Level

project_id (required): The project ID to generate content for
tiers (required): Dictionary of tier configurations

Tier Level

count (required): Number of articles to generate for this tier
min_word_count (optional): Minimum word count (uses defaults if not specified)
max_word_count (optional): Maximum word count (uses defaults if not specified)
min_h2_tags (optional): Minimum H2 headings (uses defaults if not specified)
max_h2_tags (optional): Maximum H2 headings (uses defaults if not specified)
min_h3_tags (optional): Minimum H3 subheadings total (uses defaults if not specified)
max_h3_tags (optional): Maximum H3 subheadings total (uses defaults if not specified)

Tier Defaults

If tier parameters are not specified, these defaults are used:

tier1

min_word_count: 2000
max_word_count: 2500
min_h2_tags: 3
max_h2_tags: 5
min_h3_tags: 5
max_h3_tags: 10

tier2

min_word_count: 1500
max_word_count: 2000
min_h2_tags: 2
max_h2_tags: 4
min_h3_tags: 3
max_h3_tags: 8

tier3

min_word_count: 1000
max_word_count: 1500
min_h2_tags: 2
max_h2_tags: 3
min_h3_tags: 2
max_h3_tags: 6

Examples

Simple: Single Tier with Defaults

{
  "jobs": [
    {
      "project_id": 1,
      "tiers": {
        "tier1": {
          "count": 5
        }
      }
    }
  ]
}

Custom Word Counts

{
  "jobs": [
    {
      "project_id": 1,
      "tiers": {
        "tier1": {
          "count": 3,
          "min_word_count": 2500,
          "max_word_count": 3000
        }
      }
    }
  ]
}

Multi-Tier

{
  "jobs": [
    {
      "project_id": 1,
      "tiers": {
        "tier1": {
          "count": 5
        },
        "tier2": {
          "count": 10
        },
        "tier3": {
          "count": 15
        }
      }
    }
  ]
}

Multiple Projects

{
  "jobs": [
    {
      "project_id": 1,
      "tiers": {
        "tier1": {
          "count": 5
        }
      }
    },
    {
      "project_id": 2,
      "tiers": {
        "tier1": {
          "count": 3
        },
        "tier2": {
          "count": 8
        }
      }
    }
  ]
}

Usage

Run batch generation with:

python main.py generate-batch --job-file jobs/example_tier1_batch.json --username youruser --password yourpass

Options

--job-file, -j: Path to job JSON file (required)
--username, -u: Username for authentication
--password, -p: Password for authentication
--debug: Save AI responses to debug_output/
--continue-on-error: Continue processing if article generation fails
--model, -m: AI model to use (default: gpt-4o-mini)

Debug Mode

When using --debug, AI responses are saved to debug_output/:

title_project{id}_tier{tier}_article{n}_{timestamp}.txt
outline_project{id}_tier{tier}_article{n}_{timestamp}.json
content_project{id}_tier{tier}_article{n}_{timestamp}.html
augmented_project{id}_tier{tier}_article{n}_{timestamp}.html (if augmented)

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