prodigy 0.4.4

Turn ad-hoc Claude sessions into reproducible development pipelines with parallel AI agents
Documentation 
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#  Test workflow for MapReduce commit validation (Spec 163)
#
# This workflow tests commit_required enforcement with various scenarios:
# - Agents that create commits (should pass)
# - Agents that don't create commits (should fail validation)
# - Mixed scenarios to test DLQ and event tracking

name: test-commit-validation
mode: mapreduce

# Generate test work items
setup:
  - shell: |
      cat > work-items.json << 'EOF'
      {
        "items": [
          {"id": 1, "should_commit": true, "file": "file1.txt"},
          {"id": 2, "should_commit": false, "file": "file2.txt"},
          {"id": 3, "should_commit": true, "file": "file3.txt"}
        ]
      }
      EOF

map:
  input: "work-items.json"
  json_path: "$.items[*]"
  max_parallel: 3

  agent_template:
    # Conditional file creation based on work item data
    - shell: |
        if [ "${item.should_commit}" = "true" ]; then
          echo "Creating commit for item ${item.id}"
          echo "Test content for item ${item.id}" > ${item.file}
          git add ${item.file}
          git commit -m "Add ${item.file} for item ${item.id}"
        else
          echo "Skipping commit for item ${item.id} (should fail validation)"
          echo "Test content for item ${item.id}" > ${item.file}
          # Deliberately not committing to test validation
        fi
      commit_required: true

reduce:
  - shell: |
      echo "Map phase completed"
      echo "Expected: 2 successful (id 1,3), 1 failed (id 2)"