schema_version: 1
workflow_id: model_reproduction
version: 1.0.0
implementation: documented_data_skill_agent_combination
direct_yaml_execution: false
task_schema: catalog/schemas/model-reproduction-task.schema.json
task_example: config/examples/model-reproduction/compare-existing.json
synthetic_example_helper: skills/model/shared/model_reproduction/scripts/make_synthetic_fixture.py
stages:
- resolve_task
- verify_or_create_and_freeze_candidate
- audit_and_freeze_authorized_original_sources
- normalize_comparable_views
- recompute_and_compare
- report_and_human_review
modes:
  compare_existing:
    status: reviewed_direct_script
    entry_script: skills/model/shared/model_reproduction/scripts/compare_existing.py
    default_operation: preflight
    execution_flag: --execute
    inputs: frozen_local_result_snapshots
    remote_source_collection: false
    arbitrary_code_execution: false
    registered_runner_or_mcp_adapter: false
  reproduce_and_compare:
    status: manual_or_agent_guided_only
    automatic_execution: false
    candidate_computation: explicitly_selected_reviewed_skill
source_operations: agent_guided_authorized_route_with_review
controlled_probes: optional_explicitly_configured_and_reviewed
outputs: fresh_external_project_comparison_batch_with_task_defined_layout
original_and_candidate_results: immutable
automatic_project_execution: false
scientific_approval: false