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manual_slop/tests
ed 25baa6fe25 feat(ai_client): add native Ollama adapter; route localhost to it
When _llama_base_url is localhost/127.0.0.1, _send_llama now
calls _send_llama_native (the native /api/chat adapter)
instead of the OpenAI-compat path. The native adapter
supports Ollama's vendor-specific fields: think, images,
thinking.

Functions added (in src/ai_client.py, per the naming
convention HARD RULE on no new src/*.py files):

  ollama_chat(model, messages, *, think='low', images=None,
              tools=None, base_url=OLLAMA_DEFAULT_BASE_URL)
    -> dict[str, Any]

  _send_llama_native(md_content, user_message, base_dir,
                     file_items=None, discussion_history='',
                     stream=False, ...callbacks) -> str

  OLLAMA_DEFAULT_BASE_URL: str = 'http://localhost:11434'

Implementation notes:
- requests loaded via _require_warmed('requests') (local
  scope; preserves startup_speedup_20260606 invariant that
  heavy SDKs are warmed on _io_pool, not imported at module
  level)
- _send_llama dispatches based on 'localhost' in
  _llama_base_url (same check already used by
  _get_llama_cost_tracking at line 2500)
- Removed orphan def stub at the old _send_llama body (the
  dead 'def _build_llama_request' that was overwritten by
  the real one — a known session issue with stale set_file_slice
  edits)
- Native adapter appends the 'thinking' field to history so
  subsequent rounds preserve the reasoning chain

Tests:
- 7 new tests in tests/test_llama_ollama_native.py:
  * ollama_chat hits /api/chat (not /v1/chat/completions)
  * ollama_chat includes 'think' param in payload
  * ollama_chat includes 'images' in payload
  * _send_llama_native wraps ollama_chat
  * _send_llama_native preserves 'thinking' field
  * _send_llama routes localhost to native (no openai client)
  * _send_llama keeps openai path for non-local (no POST)
- Updated test_send_llama_ollama_backend in test_llama_provider.py
  to mock the native path (was: mocked openai-compat; now:
  mocked requests.post)
- 103/103 vendor+tool+provider+import-isolation tests pass
  (no regressions; +7 new tests this commit)
- 4 audit scripts pass
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ok
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