Feat/sequence task workforce

[nitpicker55555]

Description

Support for processing a sequence of tasks in the Workforce, where each task can share context (e.g., results, memory) with others.

• Added process_task_sequence and process_task_sequence_async methods to Workforce
• Introduced shared_context and shared_channel to persist information across tasks
• Each task's result is stored in shared_context with the pattern task_{task.id}
• Compatible with current single-task flow; does not affect process_task

This addresses collaborative task execution as proposed in Issue #1832.

Checklist

• I have read the CONTRIBUTION guide (required)
• I have linked this PR to an issue using the Development section or Fixes #1832 (required)
• I have checked if any dependencies need to be added or updated in pyproject.toml and uv lock
• I have updated the tests accordingly (required for a bug fix or a new feature)
• I have updated the documentation if needed
• I have added examples if this is a new feature

[zjrwtx]

can we add some comments on these?

[zjrwtx]

like step by step run all task ....

[zjrwtx]

thanks @nitpicker55555 ,left some comment