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ed 0823da93e5 refactor(ai_client): move DEFAULT_TOOL_CATEGORIES from models.py to ai_client.py
Per post_module_taxonomy_de_cruft_20260627 Phase 3 (FR6). The
DEFAULT_TOOL_CATEGORIES constant groups the canonical MCP tool list
for the UI's category filter. The AI client is the natural owner
(it owns the tool spec registry via src.mcp_tool_specs); models.py
is a data-class shim, not a UI-config registry.

This commit:
 1. Adds DEFAULT_TOOL_CATEGORIES (the 7-category dict) to src/ai_client.py
    after the PROVIDERS constant. The dict is identical to the one that
    was in models.py.
 2. Updates src/gui_2.py (the single consumer) to:
    - Add 'from src.ai_client import DEFAULT_TOOL_CATEGORIES' to the
      import block
    - Replace all 6 'models.DEFAULT_TOOL_CATEGORIES' references with
      the bare 'DEFAULT_TOOL_CATEGORIES' name
 3. Removes the DEFAULT_TOOL_CATEGORIES dict from src/models.py
    (it was already removed as a side effect of the Phase 2.3
    __getattr__ removal commit; the file is now 70 lines).

The fix was performed by the one-time script
scripts/tier2/artifacts/post_module_taxonomy_de_cruft_20260627/fix_gui2_dtc.py
which does an in-place re.sub on src/gui_2.py.

Verification:
 - 'from src.ai_client import DEFAULT_TOOL_CATEGORIES' works
 - 'from src.models import DEFAULT_TOOL_CATEGORIES' raises ImportError
   (correctly; the constant moved)
 - All 7 references in src/gui_2.py resolve to the ai_client version
 - 'from src.models import Metadata' still returns TrackMetadata
   (the legacy alias is preserved)
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