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Fixes issue where models use args/Args instead of tool_args

Follows up on PR agent0ai#788 (Subordinate agents settings override).

When subordinate agents have a settings.json in their profile directory,
the profile was getting reset to 'agent0' instead of preserving the
intended profile.

Root cause: initialize_agent() creates a new config with default profile,
and while memory_subdir was preserved, the profile was not.

Fix: Apply the same preservation pattern used for memory_subdir to profile.
Fixes issue where models occasionally use 'args' or 'Args' (capitalized)
instead of 'tool_args' in tool call JSON structure due to cognitive
interference from API conventions.

Changes:
- Add auto-correction in json_parse_dirty() to transparently rename
  'args' or 'Args' to 'tool_args' when 'tool_args' is missing
- Add negative examples to communication prompt showing incorrect
  plain-text output vs correct JSON format

This prevents tool execution failures without breaking existing code.
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