prodigy 0.4.4

Turn ad-hoc Claude sessions into reproducible development pipelines with parallel AI agents
Documentation 
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# Example: JSON Data Processing with Variable Capture
# This workflow demonstrates capturing and processing JSON data from various sources

name: json-data-processing
mode: standard

commands:
  # Step 1: Capture package.json data
  - shell: "cat package.json 2>/dev/null || echo '{\"name\":\"test\",\"version\":\"1.0.0\"}'"
    capture: "package_info"
    capture_format: json

  # Step 2: Extract specific fields from JSON
  - shell: "echo 'Package: ${package_info.name} v${package_info.version}'"
    capture: "package_summary"

  # Step 3: Capture git information as JSON
  - shell: |
      echo '{
        "branch": "'$(git branch --show-current 2>/dev/null || echo main)'",
        "commit": "'$(git rev-parse --short HEAD 2>/dev/null || echo abc123)'",
        "dirty": '$(git diff --quiet 2>/dev/null && echo false || echo true)'
      }'
    capture: "git_info"
    capture_format: json

  # Step 4: Build comprehensive status report using captured variables
  - shell: |
      cat << EOF
      Build Status Report
      ===================
      Package: ${package_summary}
      Git Branch: ${git_info.branch}
      Git Commit: ${git_info.commit}
      Has Changes: ${git_info.dirty}
      EOF
    capture: "status_report"

  # Step 5: Create a JSON summary combining all captured data
  - shell: |
      echo '{
        "package": {
          "name": "${package_info.name}",
          "version": "${package_info.version}"
        },
        "git": {
          "branch": "${git_info.branch}",
          "commit": "${git_info.commit}",
          "dirty": ${git_info.dirty}
        },
        "report": "${status_report}"
      }'
    capture: "final_summary"
    capture_format: json

  # Step 6: Output the final summary
  - shell: "echo 'Final summary saved with ${final_summary|length:100} characters'"