fix: /reasoning command output ordering, display, and inline think extraction
Three issues with the /reasoning command: 1. Output interleaving: The command echo used print() while feedback used _cprint(), causing them to render out-of-order under prompt_toolkit's patch_stdout. Changed echo to use _cprint() so all output renders through the same path in correct order. 2. Reasoning display not working: /reasoning show toggled a flag but reasoning never appeared for models that embed thinking in inline <think> blocks rather than structured API fields. Added fallback extraction in _build_assistant_message to capture <think> block content as reasoning when no structured reasoning fields (reasoning, reasoning_content, reasoning_details) are present. This feeds into both the reasoning callback (during tool loops) and the post-response reasoning box display. 3. Feedback clarity: Added checkmarks to confirm actions, persisted show/hide to config (was session-only before), and aligned the status display for readability. Tests: 7 new tests for inline think block extraction (41 total).
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@@ -3120,8 +3120,8 @@ class HermesCLI:
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level = "none (disabled)"
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else:
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level = rc.get("effort", "medium")
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display_state = "on" if self.show_reasoning else "off"
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_cprint(f" {_GOLD}Reasoning effort: {level}{_RST}")
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display_state = "on ✓" if self.show_reasoning else "off"
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_cprint(f" {_GOLD}Reasoning effort: {level}{_RST}")
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_cprint(f" {_GOLD}Reasoning display: {display_state}{_RST}")
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_cprint(f" {_DIM}Usage: /reasoning <none|low|medium|high|xhigh|show|hide>{_RST}")
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return
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@@ -3133,14 +3133,16 @@ class HermesCLI:
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self.show_reasoning = True
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if self.agent:
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self.agent.reasoning_callback = self._on_reasoning
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_cprint(f" {_GOLD}Reasoning display: ON{_RST}")
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_cprint(f" {_DIM}Model thinking will be shown during and after each response.{_RST}")
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save_config_value("display.show_reasoning", True)
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_cprint(f" {_GOLD}✓ Reasoning display: ON (saved){_RST}")
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_cprint(f" {_DIM} Model thinking will be shown during and after each response.{_RST}")
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return
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if arg in ("hide", "off"):
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self.show_reasoning = False
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if self.agent:
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self.agent.reasoning_callback = None
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_cprint(f" {_GOLD}Reasoning display: OFF{_RST}")
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save_config_value("display.show_reasoning", False)
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_cprint(f" {_GOLD}✓ Reasoning display: OFF (saved){_RST}")
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return
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# Effort level change
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@@ -3155,9 +3157,9 @@ class HermesCLI:
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self.agent = None # Force agent re-init with new reasoning config
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if save_config_value("agent.reasoning_effort", arg):
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_cprint(f" {_GOLD}Reasoning effort set to '{arg}' (saved to config){_RST}")
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_cprint(f" {_GOLD}✓ Reasoning effort set to '{arg}' (saved to config){_RST}")
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else:
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_cprint(f" {_GOLD}Reasoning effort set to '{arg}' (session only){_RST}")
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_cprint(f" {_GOLD}✓ Reasoning effort set to '{arg}' (session only){_RST}")
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def _on_reasoning(self, reasoning_text: str):
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"""Callback for intermediate reasoning display during tool-call loops."""
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@@ -4544,7 +4546,7 @@ class HermesCLI:
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# Check for commands
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if isinstance(user_input, str) and user_input.startswith("/"):
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print(f"\n⚙️ {user_input}")
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_cprint(f"\n⚙️ {user_input}")
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if not self.process_command(user_input):
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self._should_exit = True
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# Schedule app exit
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@@ -2442,6 +2442,16 @@ class AIAgent:
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"""
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reasoning_text = self._extract_reasoning(assistant_message)
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# Fallback: extract inline <think> blocks from content when no structured
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# reasoning fields are present (some models/providers embed thinking
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# directly in the content rather than returning separate API fields).
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if not reasoning_text:
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content = assistant_message.content or ""
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think_blocks = re.findall(r'<think>(.*?)</think>', content, flags=re.DOTALL)
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if think_blocks:
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combined = "\n\n".join(b.strip() for b in think_blocks if b.strip())
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reasoning_text = combined or None
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if reasoning_text and self.verbose_logging:
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preview = reasoning_text[:100] + "..." if len(reasoning_text) > 100 else reasoning_text
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logging.debug(f"Captured reasoning ({len(reasoning_text)} chars): {preview}")
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@@ -342,6 +342,90 @@ class TestExtractReasoningFormats(unittest.TestCase):
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self.assertIsNone(result)
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# ---------------------------------------------------------------------------
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# Inline <think> block extraction fallback
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# ---------------------------------------------------------------------------
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class TestInlineThinkBlockExtraction(unittest.TestCase):
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"""Test _build_assistant_message extracts inline <think> blocks as reasoning
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when no structured API-level reasoning fields are present."""
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def _build_msg(self, content, reasoning=None, reasoning_content=None, reasoning_details=None, tool_calls=None):
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"""Create a mock API response message."""
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msg = SimpleNamespace(content=content, tool_calls=tool_calls)
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if reasoning is not None:
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msg.reasoning = reasoning
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if reasoning_content is not None:
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msg.reasoning_content = reasoning_content
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if reasoning_details is not None:
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msg.reasoning_details = reasoning_details
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return msg
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def _make_agent(self):
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"""Create a minimal agent with _build_assistant_message."""
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from run_agent import AIAgent
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agent = MagicMock(spec=AIAgent)
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agent._build_assistant_message = AIAgent._build_assistant_message.__get__(agent)
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agent._extract_reasoning = AIAgent._extract_reasoning.__get__(agent)
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agent.verbose_logging = False
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agent.reasoning_callback = None
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return agent
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def test_single_think_block_extracted(self):
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agent = self._make_agent()
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api_msg = self._build_msg("<think>Let me calculate 2+2=4.</think>The answer is 4.")
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result = agent._build_assistant_message(api_msg, "stop")
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self.assertEqual(result["reasoning"], "Let me calculate 2+2=4.")
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def test_multiple_think_blocks_extracted(self):
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agent = self._make_agent()
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api_msg = self._build_msg("<think>First thought.</think>Some text<think>Second thought.</think>More text")
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result = agent._build_assistant_message(api_msg, "stop")
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self.assertIn("First thought.", result["reasoning"])
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self.assertIn("Second thought.", result["reasoning"])
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def test_no_think_blocks_no_reasoning(self):
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agent = self._make_agent()
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api_msg = self._build_msg("Just a plain response.")
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result = agent._build_assistant_message(api_msg, "stop")
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# No structured reasoning AND no inline think blocks → None
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self.assertIsNone(result["reasoning"])
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def test_structured_reasoning_takes_priority(self):
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"""When structured API reasoning exists, inline think blocks should NOT override."""
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agent = self._make_agent()
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api_msg = self._build_msg(
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"<think>Inline thought.</think>Response text.",
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reasoning="Structured reasoning from API.",
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)
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result = agent._build_assistant_message(api_msg, "stop")
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self.assertEqual(result["reasoning"], "Structured reasoning from API.")
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def test_empty_think_block_ignored(self):
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agent = self._make_agent()
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api_msg = self._build_msg("<think></think>Hello!")
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result = agent._build_assistant_message(api_msg, "stop")
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# Empty think block should not produce reasoning
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self.assertIsNone(result["reasoning"])
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def test_multiline_think_block(self):
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agent = self._make_agent()
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api_msg = self._build_msg("<think>\nStep 1: Analyze.\nStep 2: Solve.\n</think>Done.")
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result = agent._build_assistant_message(api_msg, "stop")
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self.assertIn("Step 1: Analyze.", result["reasoning"])
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self.assertIn("Step 2: Solve.", result["reasoning"])
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def test_callback_fires_for_inline_think(self):
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"""Reasoning callback should fire when reasoning is extracted from inline think blocks."""
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agent = self._make_agent()
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captured = []
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agent.reasoning_callback = lambda t: captured.append(t)
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api_msg = self._build_msg("<think>Deep analysis here.</think>Answer.")
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agent._build_assistant_message(api_msg, "stop")
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self.assertEqual(len(captured), 1)
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self.assertIn("Deep analysis", captured[0])
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# ---------------------------------------------------------------------------
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# Config defaults
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# ---------------------------------------------------------------------------
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