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Add stage handoff context for continuation#6

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Zefan-Cai wants to merge 1 commit intozefan-todo-3from
zefan-todo-4
Open

Add stage handoff context for continuation#6
Zefan-Cai wants to merge 1 commit intozefan-todo-3from
zefan-todo-4

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Summary

This PR isolates TODO 4 from the larger CLI branch: add stage handoff summaries and inject handoff context into continuation prompts on top of zefan-todo-3.

What Changed

  • added handoff/ to the run layout
  • write a stage handoff file when a stage is approved
  • include prior handoff summaries in stage continuation prompt context
  • added focused handoff regression tests in tests/test_stage_handoff.py

Base

  • base branch: zefan-todo-3

Scope

This PR is intentionally limited to TODO 4 only.

Not included here:

  • paper package generation
  • review/dissemination package generation

Validation

  • python -m py_compile main.py src/*.py tests/*.py
  • python -m unittest tests.test_stage_handoff tests.test_operator_recovery tests.test_stage_rollback tests.test_run_manifest tests.test_writing_pipeline -v

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