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Add ROS2-style tf2 tree for manipulation #2533

Description

@dimos-bot

Add a ROS2/tf2-style transform tree for manipulation frames.

Context:

  • Existing internal TF: dimos/protocol/tf/tf.py
  • Manipulation currently publishes frames in dimos/manipulation/manipulation_module.py
  • ROS tf2 reference: https://wiki.ros.org/tf2

Scope:

  • Define manipulation frame conventions (world, base, links, EE, extra links).
  • Support tf2-like publish and lookup across chained frames.
  • Add static transform support or an explicit equivalent.
  • Prefer adapting the existing TF system over replacing it.

Acceptance:

  • Manipulation publishes a complete configured frame tree.
  • Consumers can query transforms between manipulation frames.
  • Tests cover chained lookup, missing frames, and static/dynamic transforms.

Synced from DIM-1022 by che

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