update progress snapshot

Readme.md

@@ -10,7 +10,7 @@ A high-density GUI orchestrator for local LLM-driven coding sessions. Manual Slo
 **Providers**: Gemini API, Anthropic API, DeepSeek, Gemini CLI (headless), MiniMax
 **Platform**: Windows (PowerShell) — single developer, local use
 
-![img](./gallery/python_2026-03-07_14-32-50.png)
+![img](./gallery/python_2026-03-11_00-37-21.png)
 
 ---
 

conductor/product.md

@@ -73,6 +73,10 @@ For deep implementation details when planning or implementing tracks, consult `d
   - **Scoped Inheritance:** Supports **Global** (application-wide) and **Project-Specific** presets. Project presets with the same name automatically override global counterparts, allowing for fine-tuned context tailoring.
   - **Full AI Profiles:** Presets capture not only the system prompt text but also critical model parameters like **Temperature**, **Top-P**, and **Max Output Tokens**.
   - **Preset Manager Modal:** A dedicated high-density GUI for creating, editing, and deleting presets with real-time validation and instant application to the active session.
+  - **Agent Personas & Unified Profiles:** Consolidates model settings, provider routing, system prompts, tool presets, and bias profiles into named "Persona" entities.
+    - **Single Configuration Entity:** Switch models, tool weights, and system prompts simultaneously using a single Persona selection.
+    - **Persona Editor Modal:** A dedicated high-density GUI for creating, editing, and deleting Personas.
+    - **MMA Granular Assignment:** Allows assigning specific Personas to individual agents within the 4-Tier Hierarchical MMA.
   - **Agent Tool Weighting & Bias:** Influences agent tool selection via a weighting system.
     - **Semantic Nudging:** Automatically prefixes tool and parameter descriptions with priority tags (e.g., [HIGH PRIORITY], [PREFERRED]) to bias model selection.
     - **Dynamic Tooling Strategy:** Automatically appends a Markdown "Tooling Strategy" section to system instructions based on the active preset and global bias profile.

conductor/tech-stack.md

@@ -33,6 +33,8 @@
 
 - **src/presets.py:** Implements `PresetManager` for high-performance CRUD operations on system prompt presets stored in TOML format (`presets.toml`, `project_presets.toml`). Supports dynamic path resolution and scope-based inheritance.
 
+- **src/personas.py:** Implements `PersonaManager` for high-performance CRUD operations on unified agent personas stored in TOML format (`personas.toml`, `project_personas.toml`). Handles consolidation of model settings, prompts, and tool biases.
+
 - **src/tool_bias.py:** Implements the `ToolBiasEngine` for semantic tool description nudging and dynamic tooling strategy generation.
 
 - **src/tool_presets.py:** Extends `ToolPresetManager` to handle nested `Tool` models, weights, and global `BiasProfile` persistence within `tool_presets.toml`.

config.toml

@@ -1,11 +1,11 @@
 [ai]
-provider = "gemini_cli"
+provider = "minimax"
-model = "gemini-2.5-flash-lite"
+model = "MiniMax-M2.5"
-temperature = 0.30000001192092896
+temperature = 0.0
 max_tokens = 32000
 history_trunc_limit = 900000
-active_preset = "TestGlobal"
+active_preset = "Default"
-system_prompt = "Overridden Prompt"
+system_prompt = ""
 
 [projects]
 paths = [
@@ -16,7 +16,7 @@ paths = [
     "C:\\projects\\manual_slop\\tests\\artifacts\\temp_liveexecutionsim.toml",
     "C:\\projects\\manual_slop\\tests\\artifacts\\temp_project.toml",
 ]
-active = "C:\\projects\\manual_slop\\tests\\artifacts\\live_gui_workspace\\manual_slop.toml"
+active = "C:/projects/gencpp/gencpp_sloppy.toml"
 
 [gui]
 separate_message_panel = false
@@ -24,11 +24,11 @@ separate_response_panel = false
 separate_tool_calls_panel = false
 bg_shader_enabled = true
 crt_filter_enabled = false
-separate_task_dag = true
+separate_task_dag = false
-separate_usage_analytics = true
+separate_usage_analytics = false
 separate_tier1 = false
 separate_tier2 = false
-separate_tier3 = true
+separate_tier3 = false
 separate_tier4 = false
 
 [gui.show_windows]
@@ -36,7 +36,7 @@ separate_tier4 = false
 "Files & Media" = true
 "AI Settings" = true
 "MMA Dashboard" = true
-"Task DAG" = true
+"Task DAG" = false
 "Usage Analytics" = false
 "Tier 1" = false
 "Tier 2" = false
@@ -44,7 +44,7 @@ separate_tier4 = false
 "Tier 4" = false
 "Tier 1: Strategy" = false
 "Tier 2: Tech Lead" = false
-"Tier 3: Workers" = true
+"Tier 3: Workers" = false
 "Tier 4: QA" = false
 "Discussion Hub" = true
 "Operations Hub" = true
@@ -53,15 +53,15 @@ Response = false
 "Tool Calls" = false
 Theme = true
 "Log Management" = true
-Diagnostics = true
+Diagnostics = false
 
 [theme]
 palette = "Nord Dark"
 font_path = "C:/projects/manual_slop/assets/fonts/Inter-Regular.ttf"
 font_size = 14.0
-scale = 1.0
+scale = 1.0099999904632568
-transparency = 0.5099999904632568
+transparency = 1.0
-child_transparency = 0.699999988079071
+child_transparency = 1.0
 
 [mma]
 max_workers = 4

manualslop_layout.ini

@@ -73,8 +73,8 @@ Collapsed=0
 DockId=0xAFC85805,2
 
 [Window][Theme]
-Pos=0,1016
+Pos=0,1670
-Size=623,401
+Size=840,467
 Collapsed=0
 DockId=0x00000002,2
 
@@ -84,14 +84,14 @@ Size=900,700
 Collapsed=0
 
 [Window][Diagnostics]
-Pos=2833,28
+Pos=2641,22
-Size=1007,2109
+Size=1199,2115
 Collapsed=0
 DockId=0x0000000C,2
 
 [Window][Context Hub]
-Pos=0,1016
+Pos=0,1670
-Size=623,401
+Size=840,467
 Collapsed=0
 DockId=0x00000002,1
 
@@ -102,26 +102,26 @@ Collapsed=0
 DockId=0x0000000D,0
 
 [Window][Discussion Hub]
-Pos=1296,22
+Pos=1668,22
-Size=659,1395
+Size=971,2115
 Collapsed=0
 DockId=0x00000013,0
 
 [Window][Operations Hub]
-Pos=625,22
+Pos=842,22
-Size=669,1395
+Size=824,2115
 Collapsed=0
 DockId=0x00000012,0
 
 [Window][Files & Media]
-Pos=0,1016
+Pos=0,1670
-Size=623,401
+Size=840,467
 Collapsed=0
 DockId=0x00000002,0
 
 [Window][AI Settings]
 Pos=0,22
-Size=623,992
+Size=840,1646
 Collapsed=0
 DockId=0x00000001,0
 
@@ -131,14 +131,14 @@ Size=416,325
 Collapsed=0
 
 [Window][MMA Dashboard]
-Pos=1957,22
+Pos=2641,22
-Size=603,1395
+Size=1199,2115
 Collapsed=0
 DockId=0x0000000C,0
 
 [Window][Log Management]
-Pos=1957,22
+Pos=2641,22
-Size=603,1395
+Size=1199,2115
 Collapsed=0
 DockId=0x0000000C,1
 
@@ -166,8 +166,8 @@ Collapsed=0
 DockId=0x0000000F,0
 
 [Window][Tier 3: Workers]
-Pos=2905,1238
+Pos=2641,1235
-Size=935,899
+Size=1199,902
 Collapsed=0
 DockId=0x0000000F,0
 
@@ -322,12 +322,12 @@ Size=420,966
 Collapsed=0
 
 [Window][Preset Manager]
-Pos=403,396
+Pos=1693,826
-Size=956,958
+Size=933,839
 Collapsed=0
 
 [Window][Task DAG]
-Pos=1700,1199
+Pos=1661,1181
 Size=1079,662
 Collapsed=0
 
@@ -337,13 +337,13 @@ Size=275,375
 Collapsed=0
 
 [Window][Tool Preset Manager]
-Pos=192,90
+Pos=1014,522
-Size=1066,1324
+Size=1155,1011
 Collapsed=0
 
 [Window][Persona Editor]
-Pos=956,447
+Pos=995,597
-Size=549,447
+Size=1868,1434
 Collapsed=0
 
 [Table][0xFB6E3870,4]
@@ -377,11 +377,11 @@ Column 3  Width=20
 Column 4  Weight=1.0000
 
 [Table][0x2A6000B6,4]
-RefScale=17
+RefScale=14
-Column 0  Width=51
+Column 0  Width=42
-Column 1  Width=76
+Column 1  Width=62
 Column 2  Weight=1.0000
-Column 3  Width=128
+Column 3  Width=105
 
 [Table][0x8BCC69C7,6]
 RefScale=13
@@ -393,18 +393,18 @@ Column 4  Weight=1.0000
 Column 5  Width=50
 
 [Table][0x3751446B,4]
-RefScale=20
+RefScale=17
-Column 0  Width=60
+Column 0  Width=51
-Column 1  Width=91
+Column 1  Width=77
 Column 2  Weight=1.0000
-Column 3  Width=151
+Column 3  Width=128
 
 [Table][0x2C515046,4]
-RefScale=20
+RefScale=14
-Column 0  Width=63
+Column 0  Width=43
 Column 1  Weight=1.0000
-Column 2  Width=152
+Column 2  Width=106
-Column 3  Width=60
+Column 3  Width=42
 
 [Table][0xD99F45C5,4]
 Column 0  Sort=0v
@@ -425,28 +425,28 @@ Column 1  Width=100
 Column 2  Weight=1.0000
 
 [Table][0xA02D8C87,3]
-RefScale=20
+RefScale=14
-Column 0  Width=227
+Column 0  Width=158
-Column 1  Width=150
+Column 1  Width=105
 Column 2  Weight=1.0000
 
 [Docking][Data]
 DockNode          ID=0x00000008 Pos=3125,170 Size=593,1157 Split=Y
   DockNode        ID=0x00000009 Parent=0x00000008 SizeRef=1029,147 Selected=0x0469CA7A
   DockNode        ID=0x0000000A Parent=0x00000008 SizeRef=1029,145 Selected=0xDF822E02
-DockSpace         ID=0xAFC85805 Window=0x079D3A04 Pos=0,22 Size=2560,1395 Split=X
+DockSpace         ID=0xAFC85805 Window=0x079D3A04 Pos=0,22 Size=3840,2115 Split=X
-  DockNode        ID=0x00000003 Parent=0xAFC85805 SizeRef=1955,1183 Split=X
+  DockNode        ID=0x00000003 Parent=0xAFC85805 SizeRef=2639,1183 Split=X
     DockNode      ID=0x0000000B Parent=0x00000003 SizeRef=404,1186 Split=X Selected=0xF4139CA2
-      DockNode    ID=0x00000007 Parent=0x0000000B SizeRef=623,858 Split=Y Selected=0x8CA2375C
+      DockNode    ID=0x00000007 Parent=0x0000000B SizeRef=840,858 Split=Y Selected=0x8CA2375C
-        DockNode  ID=0x00000001 Parent=0x00000007 SizeRef=824,989 CentralNode=1 Selected=0x7BD57D6A
+        DockNode  ID=0x00000001 Parent=0x00000007 SizeRef=824,1646 CentralNode=1 Selected=0x7BD57D6A
-        DockNode  ID=0x00000002 Parent=0x00000007 SizeRef=824,401 Selected=0x1DCB2623
+        DockNode  ID=0x00000002 Parent=0x00000007 SizeRef=824,467 Selected=0x1DCB2623
-      DockNode    ID=0x0000000E Parent=0x0000000B SizeRef=1330,858 Split=X Selected=0x418C7449
+      DockNode    ID=0x0000000E Parent=0x0000000B SizeRef=1797,858 Split=X Selected=0x418C7449
-        DockNode  ID=0x00000012 Parent=0x0000000E SizeRef=669,402 Selected=0x418C7449
+        DockNode  ID=0x00000012 Parent=0x0000000E SizeRef=824,402 Selected=0x418C7449
-        DockNode  ID=0x00000013 Parent=0x0000000E SizeRef=659,402 Selected=0x6F2B5B04
+        DockNode  ID=0x00000013 Parent=0x0000000E SizeRef=971,402 Selected=0x6F2B5B04
     DockNode      ID=0x0000000D Parent=0x00000003 SizeRef=435,1186 Selected=0x363E93D6
-  DockNode        ID=0x00000004 Parent=0xAFC85805 SizeRef=603,1183 Split=Y Selected=0x3AEC3498
+  DockNode        ID=0x00000004 Parent=0xAFC85805 SizeRef=1199,1183 Split=Y Selected=0x3AEC3498
-    DockNode      ID=0x0000000C Parent=0x00000004 SizeRef=1074,1208 Selected=0x2C0206CE
+    DockNode      ID=0x0000000C Parent=0x00000004 SizeRef=1074,1208 Selected=0x3AEC3498
-    DockNode      ID=0x0000000F Parent=0x00000004 SizeRef=1074,899 Selected=0x5CDB7A4B
+    DockNode      ID=0x0000000F Parent=0x00000004 SizeRef=1074,899 Selected=0x655BC6E9
 
 ;;;<<<Layout_655921752_Default>>>;;;
 ;;;<<<HelloImGui_Misc>>>;;;

personas.toml

@@ -1,10 +1,19 @@
 [personas.Default]
 system_prompt = ""
-provider = "minimax"
+tool_preset = "Default"
+bias_profile = "Balanced"
+
+[[personas.Default.preferred_models]]
 model = "MiniMax-M2.5"
-preferred_models = [
+provider = "minimax"
-    "MiniMax-M2.5",
-]
 temperature = 0.0
 top_p = 1.0
 max_output_tokens = 32000
+history_trunc_limit = 900000
+
+[[personas.Default.preferred_models]]
+provider = "gemini_cli"
+model = "gemini-3-flash-preview"
+temperature = -1.4901161193847656e-08
+max_output_tokens = 32000
+history_trunc_limit = 900000

scripts/migrate_personas.py

@@ -34,13 +34,8 @@ def migrate():
             preset = models.Preset.from_dict(name, data)
             persona = models.Persona(
                 name=name,
-                provider=provider,
+                preferred_models=[{"provider": provider, "model": model}],
-                model=model,
+                system_prompt=preset.system_prompt
-                preferred_models=[model] if model else [],
-                system_prompt=preset.system_prompt,
-                temperature=preset.temperature,
-                top_p=preset.top_p,
-                max_output_tokens=preset.max_output_tokens
             )
             persona_manager.save_persona(persona, scope="global")
             print(f"Migrated global preset to persona: {name}")
@@ -50,12 +45,13 @@ def migrate():
     if active_preset and active_preset not in persona_manager.load_all():
          persona = models.Persona(
              name=active_preset,
-             provider=provider,
+             preferred_models=[{
-             model=model,
+                 "provider": provider,
-             preferred_models=[model] if model else [],
+                 "model": model,
-             system_prompt=ai_cfg.get("system_prompt", ""),
+                 "temperature": ai_cfg.get("temperature"),
-             temperature=ai_cfg.get("temperature"),
+                 "max_output_tokens": ai_cfg.get("max_tokens")
-             max_output_tokens=ai_cfg.get("max_tokens")
+             }],
+             system_prompt=ai_cfg.get("system_prompt", "")
          )
          persona_manager.save_persona(persona, scope="global")
          print(f"Created Initial Legacy persona from active_preset: {active_preset}")

scripts/refactor_ai_settings_2.py

@@ -0,0 +1,252 @@
+import sys
+
+with open("src/gui_2.py", "r", encoding="utf-8") as f:
+    content = f.read()
+
+# 1. In _render_provider_panel, remove Fetch Models
+old_fetch = """  imgui.text("Model")
+  imgui.same_line()
+  if imgui.button("Fetch Models"):
+   self._fetch_models(self.current_provider)
+  if imgui.begin_list_box("##models", imgui.ImVec2(-1, 120)):"""
+new_fetch = """  imgui.text("Model")
+  if imgui.begin_list_box("##models", imgui.ImVec2(-1, 120)):"""
+content = content.replace(old_fetch, new_fetch)
+
+# 2. Extract Persona block
+# We need to find the start of 'imgui.text("Persona")' and end of 'self._editing_persona_is_new = True'
+# Let's be very careful.
+old_persona_block = """  imgui.text("Persona")
+  if not hasattr(self, 'ui_active_persona'):
+   self.ui_active_persona = ""
+  personas = getattr(self.controller, 'personas', {})
+  if imgui.begin_combo("##persona", self.ui_active_persona or "None"):
+   if imgui.selectable("None", not self.ui_active_persona)[0]:
+    self.ui_active_persona = ""
+   for pname in sorted(personas.keys()):
+    if imgui.selectable(pname, pname == self.ui_active_persona)[0]:
+     self.ui_active_persona = pname
+     if pname in personas:
+      persona = personas[pname]
+      self._editing_persona_name = persona.name
+      self._editing_persona_provider = persona.provider or ""
+      self._editing_persona_model = persona.model or ""
+      self._editing_persona_system_prompt = persona.system_prompt or ""
+      self._editing_persona_temperature = persona.temperature or 0.7
+      self._editing_persona_max_tokens = persona.max_output_tokens or 4096
+      self._editing_persona_tool_preset_id = persona.tool_preset or ""
+      self._editing_persona_bias_profile_id = persona.bias_profile or ""
+      import json
+      self._editing_persona_preferred_models = json.dumps(persona.preferred_models) if persona.preferred_models else "[]"
+      self._editing_persona_is_new = False
+      if persona.provider and persona.provider in self.controller.PROVIDERS:
+       self.current_provider = persona.provider
+      if persona.model:
+       self.current_model = persona.model
+      if persona.temperature is not None:
+       ai_client.temperature = persona.temperature
+      if persona.max_output_tokens:
+       ai_client.max_output_tokens = persona.max_output_tokens
+      if persona.system_prompt:
+       ai_client.system_instruction = persona.system_prompt
+      if persona.tool_preset:
+       self.ui_active_tool_preset = persona.tool_preset
+       ai_client.set_tool_preset(persona.tool_preset)
+      if persona.bias_profile:
+       self.ui_active_bias_profile = persona.bias_profile
+       ai_client.set_bias_profile(persona.bias_profile)
+   imgui.end_combo()
+  imgui.same_line()
+  if imgui.button("Manage Personas"):
+   self.show_persona_editor_window = True
+   if self.ui_active_persona and self.ui_active_persona in personas:
+    persona = personas[self.ui_active_persona]
+    self._editing_persona_name = persona.name
+    self._editing_persona_provider = persona.provider or ""
+    self._editing_persona_model = persona.model or ""
+    self._editing_persona_system_prompt = persona.system_prompt or ""
+    self._editing_persona_temperature = persona.temperature if persona.temperature is not None else 0.7
+    self._editing_persona_max_tokens = persona.max_output_tokens if persona.max_output_tokens is not None else 4096
+    self._editing_persona_tool_preset_id = persona.tool_preset or ""
+    self._editing_persona_bias_profile_id = persona.bias_profile or ""
+    self._editing_persona_preferred_models_list = list(persona.preferred_models) if persona.preferred_models else []
+    self._editing_persona_scope = self.controller.persona_manager.get_persona_scope(persona.name)
+    self._editing_persona_is_new = False
+   else:
+    self._editing_persona_name = ""
+    self._editing_persona_provider = self.current_provider
+    self._editing_persona_model = self.current_model
+    self._editing_persona_system_prompt = ""
+    self._editing_persona_temperature = 0.7
+    self._editing_persona_max_tokens = 4096
+    self._editing_persona_tool_preset_id = ""
+    self._editing_persona_bias_profile_id = ""
+    self._editing_persona_preferred_models_list = []
+    self._editing_persona_scope = "project"
+    self._editing_persona_is_new = True"""
+
+# We need to extract the bias profile block as well
+old_bias_block = """  imgui.text("Bias Profile")
+  if imgui.begin_combo("##bias", self.ui_active_bias_profile or "None"):
+   if imgui.selectable("None", not self.ui_active_bias_profile)[0]:
+    self.ui_active_bias_profile = ""
+    ai_client.set_bias_profile(None)
+   for bname in sorted(self.bias_profiles.keys()):
+    if imgui.selectable(bname, bname == self.ui_active_bias_profile)[0]:
+     self.ui_active_bias_profile = bname
+     ai_client.set_bias_profile(bname)
+   imgui.end_combo()"""
+
+# Remove them from their original spots
+content = content.replace(old_bias_block, "")
+content = content.replace(old_persona_block, "")
+
+# Insert Persona block at the top of _render_provider_panel
+old_provider_start = """ def _render_provider_panel(self) -> None:
+  if self.perf_profiling_enabled: self.perf_monitor.start_component("_render_provider_panel")
+  imgui.text("Provider")"""
+new_provider_start = f""" def _render_provider_panel(self) -> None:
+  if self.perf_profiling_enabled: self.perf_monitor.start_component("_render_provider_panel")
+{old_persona_block}
+  imgui.separator()
+  imgui.text("Provider")"""
+content = content.replace(old_provider_start, new_provider_start)
+
+# Update _render_agent_tools_panel
+old_agent_tools_start = """ def _render_agent_tools_panel(self) -> None:
+  imgui.text_colored(C_LBL, 'Active Tool Preset')"""
+new_agent_tools_start = f""" def _render_agent_tools_panel(self) -> None:
+  if imgui.collapsing_header("Active Tool Presets & Biases", imgui.TreeNodeFlags_.default_open):
+   imgui.text("Tool Preset")"""
+content = content.replace(old_agent_tools_start, new_agent_tools_start)
+
+# Wait, if I do collapsing header, I need to indent the rest of the function.
+# Instead of indenting the whole function, I can just use the header. 
+# But wait, ImGui collapsing_header doesn't require indenting, it just returns true if open.
+# So I should write it properly:
+old_agent_tools_func = """ def _render_agent_tools_panel(self) -> None:
+  imgui.text_colored(C_LBL, 'Active Tool Preset')
+  presets = self.controller.tool_presets
+  preset_names = [""] + sorted(list(presets.keys()))
+  
+  # Gracefully handle None or missing preset
+  active = getattr(self, "ui_active_tool_preset", "")
+  if active is None: active = ""
+  try:
+   idx = preset_names.index(active)
+  except ValueError:
+   idx = 0
+  
+  ch, new_idx = imgui.combo("##tool_preset_select", idx, preset_names)
+  if ch:
+   self.ui_active_tool_preset = preset_names[new_idx]
+  
+  imgui.same_line()
+  if imgui.button("Manage Presets##tools"):
+   self.show_tool_preset_manager_window = True
+  if imgui.is_item_hovered():
+   imgui.set_tooltip("Configure tool availability and default modes.")
+  
+  imgui.dummy(imgui.ImVec2(0, 8))
+  active_name = self.ui_active_tool_preset
+  if active_name and active_name in presets:
+   preset = presets[active_name]
+   for cat_name, tools in preset.categories.items():
+    if imgui.tree_node(cat_name):
+     for tool in tools:
+      if tool.weight >= 5:
+       imgui.text_colored(vec4(255, 100, 100), "[HIGH]")
+       imgui.same_line()
+      elif tool.weight == 4:
+       imgui.text_colored(vec4(255, 255, 100), "[PREF]")
+       imgui.same_line()
+      elif tool.weight == 2:
+       imgui.text_colored(vec4(255, 150, 50), "[REJECT]")
+       imgui.same_line()
+      elif tool.weight <= 1:
+       imgui.text_colored(vec4(180, 180, 180), "[LOW]")
+       imgui.same_line()
+      
+      imgui.text(tool.name)
+      imgui.same_line(180)
+      
+      mode = tool.approval
+      if imgui.radio_button(f"Auto##{cat_name}_{tool.name}", mode == "auto"):
+       tool.approval = "auto"
+      imgui.same_line()
+      if imgui.radio_button(f"Ask##{cat_name}_{tool.name}", mode == "ask"):
+       tool.approval = "ask"
+     imgui.tree_pop()"""
+
+new_agent_tools_func = """ def _render_agent_tools_panel(self) -> None:
+  if imgui.collapsing_header("Active Tool Presets & Biases", imgui.TreeNodeFlags_.default_open):
+   imgui.text("Tool Preset")
+   presets = self.controller.tool_presets
+   preset_names = [""] + sorted(list(presets.keys()))
+   
+   # Gracefully handle None or missing preset
+   active = getattr(self, "ui_active_tool_preset", "")
+   if active is None: active = ""
+   try:
+    idx = preset_names.index(active)
+   except ValueError:
+    idx = 0
+   
+   ch, new_idx = imgui.combo("##tool_preset_select", idx, preset_names)
+   if ch:
+    self.ui_active_tool_preset = preset_names[new_idx]
+   
+   imgui.same_line()
+   if imgui.button("Manage Tools##tools"):
+    self.show_tool_preset_manager_window = True
+   if imgui.is_item_hovered():
+    imgui.set_tooltip("Configure tool availability and default modes.")
+   
+   imgui.dummy(imgui.ImVec2(0, 4))
+""" + "\n   ".join(old_bias_block.split("\n")) + """
+   
+   imgui.dummy(imgui.ImVec2(0, 8))
+   active_name = self.ui_active_tool_preset
+   if active_name and active_name in presets:
+    preset = presets[active_name]
+    for cat_name, tools in preset.categories.items():
+     if imgui.tree_node(cat_name):
+      for tool in tools:
+       if tool.weight >= 5:
+        imgui.text_colored(vec4(255, 100, 100), "[HIGH]")
+        imgui.same_line()
+       elif tool.weight == 4:
+        imgui.text_colored(vec4(255, 255, 100), "[PREF]")
+        imgui.same_line()
+       elif tool.weight == 2:
+        imgui.text_colored(vec4(255, 150, 50), "[REJECT]")
+        imgui.same_line()
+       elif tool.weight <= 1:
+        imgui.text_colored(vec4(180, 180, 180), "[LOW]")
+        imgui.same_line()
+       
+       imgui.text(tool.name)
+       imgui.same_line(180)
+       
+       mode = tool.approval
+       if imgui.radio_button(f"Auto##{cat_name}_{tool.name}", mode == "auto"):
+        tool.approval = "auto"
+       imgui.same_line()
+       if imgui.radio_button(f"Ask##{cat_name}_{tool.name}", mode == "ask"):
+        tool.approval = "ask"
+      imgui.tree_pop()"""
+content = content.replace(old_agent_tools_func, new_agent_tools_func)
+
+# Fix cache text display in Usage Analytics
+content = content.replace('self._gemini_cache_text = f"Gemini Caches: {count} ({size_bytes / 1024:.1f} KB)"', 'self._gemini_cache_text = f"Cache Usage: {count} ({size_bytes / 1024:.1f} KB)"')
+content = content.replace('imgui.text_colored(C_LBL, f"Gemini Cache: ACTIVE | Age: {age:.0f}s / {ttl}s | Renews at: {ttl * 0.9:.0f}s")', 'imgui.text_colored(C_LBL, f"Cache Usage: ACTIVE | Age: {age:.0f}s / {ttl}s | Renews at: {ttl * 0.9:.0f}s")')
+content = content.replace('imgui.text_disabled("Gemini Cache: INACTIVE")', 'imgui.text_disabled("Cache Usage: INACTIVE")')
+
+# Also, user requested: "The persona should problably just mess with the project system prompt for now."
+# Currently in persona selection: `ai_client.system_instruction = persona.system_prompt`
+# Let's change that to `self.ui_project_system_prompt = persona.system_prompt` and remove ai_client direct injection
+content = content.replace('ai_client.system_instruction = persona.system_prompt', 'self.ui_project_system_prompt = persona.system_prompt')
+
+with open("src/gui_2.py", "w", encoding="utf-8") as f:
+    f.write(content)
+print("done")

scripts/refactor_ai_settings_3.py

@@ -0,0 +1,228 @@
+import sys
+
+with open("src/gui_2.py", "r", encoding="utf-8") as f:
+    content = f.read()
+
+# 1. Update _gui_func:
+# Extract Persona out of Provider panel. I will create a new method _render_persona_selector_panel
+old_gui_settings = """   if self.show_windows.get("AI Settings", False):
+    exp, opened = imgui.begin("AI Settings", self.show_windows["AI Settings"])
+    self.show_windows["AI Settings"] = bool(opened)
+    if exp:
+     if imgui.collapsing_header("Provider & Model"):
+      self._render_provider_panel()
+     if imgui.collapsing_header("System Prompts"):
+      self._render_system_prompts_panel()
+     self._render_agent_tools_panel()
+     self._render_cache_panel()
+
+    imgui.end()
+   if self.ui_separate_usage_analytics and self.show_windows.get("Usage Analytics", False):
+    exp, opened = imgui.begin("Usage Analytics", self.show_windows["Usage Analytics"])
+    self.show_windows["Usage Analytics"] = bool(opened)
+    if exp:
+     self._render_usage_analytics_panel()
+    imgui.end()"""
+
+new_gui_settings = """   if self.show_windows.get("AI Settings", False):
+    exp, opened = imgui.begin("AI Settings", self.show_windows["AI Settings"])
+    self.show_windows["AI Settings"] = bool(opened)
+    if exp:
+     self._render_persona_selector_panel()
+     if imgui.collapsing_header("Provider & Model"):
+      self._render_provider_panel()
+     if imgui.collapsing_header("System Prompts"):
+      self._render_system_prompts_panel()
+     self._render_agent_tools_panel()
+
+    imgui.end()
+   if self.ui_separate_usage_analytics and self.show_windows.get("Usage Analytics", False):
+    exp, opened = imgui.begin("Usage Analytics", self.show_windows["Usage Analytics"])
+    self.show_windows["Usage Analytics"] = bool(opened)
+    if exp:
+     self._render_usage_analytics_panel()
+    imgui.end()"""
+
+content = content.replace(old_gui_settings, new_gui_settings)
+
+# Update _render_usage_analytics_panel
+old_usage = """ def _render_usage_analytics_panel(self) -> None:
+  if self.perf_profiling_enabled: self.perf_monitor.start_component("_render_usage_analytics_panel")
+  self._render_token_budget_panel()
+  imgui.separator()
+  self._render_tool_analytics_panel()
+  imgui.separator()
+  self._render_session_insights_panel()
+  if self.perf_profiling_enabled: self.perf_monitor.end_component("_render_usage_analytics_panel")"""
+
+new_usage = """ def _render_usage_analytics_panel(self) -> None:
+  if self.perf_profiling_enabled: self.perf_monitor.start_component("_render_usage_analytics_panel")
+  self._render_token_budget_panel()
+  imgui.separator()
+  self._render_cache_panel()
+  imgui.separator()
+  self._render_tool_analytics_panel()
+  imgui.separator()
+  self._render_session_insights_panel()
+  if self.perf_profiling_enabled: self.perf_monitor.end_component("_render_usage_analytics_panel")"""
+content = content.replace(old_usage, new_usage)
+
+# Remove the persona block from _render_provider_panel and put it in _render_persona_selector_panel
+old_persona_block = """ def _render_provider_panel(self) -> None:
+  if self.perf_profiling_enabled: self.perf_monitor.start_component("_render_provider_panel")
+  imgui.text("Persona")
+  if not hasattr(self, 'ui_active_persona'):
+   self.ui_active_persona = ""
+  personas = getattr(self.controller, 'personas', {})
+  if imgui.begin_combo("##persona", self.ui_active_persona or "None"):
+   if imgui.selectable("None", not self.ui_active_persona)[0]:
+    self.ui_active_persona = ""
+   for pname in sorted(personas.keys()):
+    if imgui.selectable(pname, pname == self.ui_active_persona)[0]:
+     self.ui_active_persona = pname
+     if pname in personas:
+      persona = personas[pname]
+      self._editing_persona_name = persona.name
+      self._editing_persona_provider = persona.provider or ""
+      self._editing_persona_model = persona.model or ""
+      self._editing_persona_system_prompt = persona.system_prompt or ""
+      self._editing_persona_temperature = persona.temperature or 0.7
+      self._editing_persona_max_tokens = persona.max_output_tokens or 4096
+      self._editing_persona_tool_preset_id = persona.tool_preset or ""
+      self._editing_persona_bias_profile_id = persona.bias_profile or ""
+      import json
+      self._editing_persona_preferred_models = json.dumps(persona.preferred_models) if persona.preferred_models else "[]"
+      self._editing_persona_is_new = False
+      if persona.provider and persona.provider in self.controller.PROVIDERS:
+       self.current_provider = persona.provider
+      if persona.model:
+       self.current_model = persona.model
+      if persona.temperature is not None:
+       ai_client.temperature = persona.temperature
+      if persona.max_output_tokens:
+       ai_client.max_output_tokens = persona.max_output_tokens
+      if persona.system_prompt:
+       self.ui_project_system_prompt = persona.system_prompt
+      if persona.tool_preset:
+       self.ui_active_tool_preset = persona.tool_preset
+       ai_client.set_tool_preset(persona.tool_preset)
+      if persona.bias_profile:
+       self.ui_active_bias_profile = persona.bias_profile
+       ai_client.set_bias_profile(persona.bias_profile)
+   imgui.end_combo()
+  imgui.same_line()
+  if imgui.button("Manage Personas"):
+   self.show_persona_editor_window = True
+   if self.ui_active_persona and self.ui_active_persona in personas:
+    persona = personas[self.ui_active_persona]
+    self._editing_persona_name = persona.name
+    self._editing_persona_provider = persona.provider or ""
+    self._editing_persona_model = persona.model or ""
+    self._editing_persona_system_prompt = persona.system_prompt or ""
+    self._editing_persona_temperature = persona.temperature if persona.temperature is not None else 0.7
+    self._editing_persona_max_tokens = persona.max_output_tokens if persona.max_output_tokens is not None else 4096
+    self._editing_persona_tool_preset_id = persona.tool_preset or ""
+    self._editing_persona_bias_profile_id = persona.bias_profile or ""
+    self._editing_persona_preferred_models_list = list(persona.preferred_models) if persona.preferred_models else []
+    self._editing_persona_scope = self.controller.persona_manager.get_persona_scope(persona.name)
+    self._editing_persona_is_new = False
+   else:
+    self._editing_persona_name = ""
+    self._editing_persona_provider = self.current_provider
+    self._editing_persona_model = self.current_model
+    self._editing_persona_system_prompt = ""
+    self._editing_persona_temperature = 0.7
+    self._editing_persona_max_tokens = 4096
+    self._editing_persona_tool_preset_id = ""
+    self._editing_persona_bias_profile_id = ""
+    self._editing_persona_preferred_models_list = []
+    self._editing_persona_scope = "project"
+    self._editing_persona_is_new = True
+  imgui.separator()
+  imgui.text("Provider")"""
+
+new_persona_block = """ def _render_persona_selector_panel(self) -> None:
+  if self.perf_profiling_enabled: self.perf_monitor.start_component("_render_persona_selector_panel")
+  imgui.text("Persona")
+  if not hasattr(self, 'ui_active_persona'):
+   self.ui_active_persona = ""
+  personas = getattr(self.controller, 'personas', {})
+  if imgui.begin_combo("##persona", self.ui_active_persona or "None"):
+   if imgui.selectable("None", not self.ui_active_persona)[0]:
+    self.ui_active_persona = ""
+   for pname in sorted(personas.keys()):
+    if imgui.selectable(pname, pname == self.ui_active_persona)[0]:
+     self.ui_active_persona = pname
+     if pname in personas:
+      persona = personas[pname]
+      self._editing_persona_name = persona.name
+      self._editing_persona_system_prompt = persona.system_prompt or ""
+      self._editing_persona_tool_preset_id = persona.tool_preset or ""
+      self._editing_persona_bias_profile_id = persona.bias_profile or ""
+      import copy
+      self._editing_persona_preferred_models_list = copy.deepcopy(persona.preferred_models) if persona.preferred_models else []
+      self._editing_persona_is_new = False
+      
+      # Apply persona to current state immediately
+      if persona.preferred_models and len(persona.preferred_models) > 0:
+       first_model = persona.preferred_models[0]
+       if first_model.get("provider"):
+        self.current_provider = first_model.get("provider")
+       if first_model.get("model"):
+        self.current_model = first_model.get("model")
+       if first_model.get("temperature") is not None:
+        ai_client.temperature = first_model.get("temperature")
+        self.temperature = first_model.get("temperature")
+       if first_model.get("max_output_tokens"):
+        ai_client.max_output_tokens = first_model.get("max_output_tokens")
+        self.max_tokens = first_model.get("max_output_tokens")
+       if first_model.get("history_trunc_limit"):
+        self.history_trunc_limit = first_model.get("history_trunc_limit")
+      
+      if persona.system_prompt:
+       self.ui_project_system_prompt = persona.system_prompt
+      if persona.tool_preset:
+       self.ui_active_tool_preset = persona.tool_preset
+       ai_client.set_tool_preset(persona.tool_preset)
+      if persona.bias_profile:
+       self.ui_active_bias_profile = persona.bias_profile
+       ai_client.set_bias_profile(persona.bias_profile)
+   imgui.end_combo()
+  imgui.same_line()
+  if imgui.button("Manage Personas"):
+   self.show_persona_editor_window = True
+   if self.ui_active_persona and self.ui_active_persona in personas:
+    persona = personas[self.ui_active_persona]
+    self._editing_persona_name = persona.name
+    self._editing_persona_system_prompt = persona.system_prompt or ""
+    self._editing_persona_tool_preset_id = persona.tool_preset or ""
+    self._editing_persona_bias_profile_id = persona.bias_profile or ""
+    import copy
+    self._editing_persona_preferred_models_list = copy.deepcopy(persona.preferred_models) if persona.preferred_models else []
+    self._editing_persona_scope = self.controller.persona_manager.get_persona_scope(persona.name)
+    self._editing_persona_is_new = False
+   else:
+    self._editing_persona_name = ""
+    self._editing_persona_system_prompt = ""
+    self._editing_persona_tool_preset_id = ""
+    self._editing_persona_bias_profile_id = ""
+    self._editing_persona_preferred_models_list = [{
+     "provider": self.current_provider,
+     "model": self.current_model,
+     "temperature": getattr(self, "temperature", 0.7),
+     "max_output_tokens": getattr(self, "max_tokens", 4096),
+     "history_trunc_limit": getattr(self, "history_trunc_limit", 900000)
+    }]
+    self._editing_persona_scope = "project"
+    self._editing_persona_is_new = True
+  imgui.separator()
+  if self.perf_profiling_enabled: self.perf_monitor.end_component("_render_persona_selector_panel")
+
+ def _render_provider_panel(self) -> None:
+  if self.perf_profiling_enabled: self.perf_monitor.start_component("_render_provider_panel")
+  imgui.text("Provider")"""
+content = content.replace(old_persona_block, new_persona_block)
+
+with open("src/gui_2.py", "w", encoding="utf-8") as f:
+    f.write(content)
+print("done gui updates")

src/aggregate.py

@@ -363,3 +363,4 @@ def main() -> None:
 
 if __name__ == "__main__":
  main()
+

src/ai_client.py

@@ -2400,3 +2400,4 @@ def get_history_bleed_stats(md_content: Optional[str] = None) -> dict[str, Any]:
   "current": 0,
   "percentage": 0,
  })
+

src/api_hook_client.py

@@ -223,3 +223,4 @@ class ApiHookClient:
  def get_patch_status(self) -> dict[str, Any]:
   """Gets the current patch modal status."""
   return self._make_request('GET', '/api/patch/status') or {}
+

src/api_hooks.py

@@ -523,3 +523,4 @@ class HookServer:
    if self.thread:
     self.thread.join()
    logging.info("Hook server stopped")
+

src/app_controller.py

@@ -300,7 +300,9 @@ class AppController:
   self._inject_mode: str = "skeleton"
   self._inject_preview: str = ""
   self._show_inject_modal: bool = False
-  self.show_preset_manager_modal: bool = False
+  self.show_preset_manager_window: bool = False
+  self.show_tool_preset_manager_window: bool = False
+  self.show_persona_editor_window: bool = False
   self._editing_preset_name: str = ""
   self._editing_preset_content: str = ""
   self._editing_preset_temperature: float = 0.0
@@ -342,7 +344,9 @@ class AppController:
    'ui_active_tool_preset': 'ui_active_tool_preset',
    'temperature': 'temperature',
    'max_tokens': 'max_tokens',
-   'show_preset_manager_modal': 'show_preset_manager_modal',
+   'show_preset_manager_window': 'show_preset_manager_window',
+   'show_tool_preset_manager_window': 'show_tool_preset_manager_window',
+   'show_persona_editor_window': 'show_persona_editor_window',
    '_editing_preset_name': '_editing_preset_name',
    '_editing_preset_content': '_editing_preset_content',
    '_editing_preset_temperature': '_editing_preset_temperature',
@@ -390,7 +394,9 @@ class AppController:
    'ui_active_tool_preset': 'ui_active_tool_preset',
    'temperature': 'temperature',
    'max_tokens': 'max_tokens',
-   'show_preset_manager_modal': 'show_preset_manager_modal',
+   'show_preset_manager_window': 'show_preset_manager_window',
+   'show_tool_preset_manager_window': 'show_tool_preset_manager_window',
+   'show_persona_editor_window': 'show_persona_editor_window',
    '_editing_preset_name': '_editing_preset_name',
    '_editing_preset_content': '_editing_preset_content',
    '_editing_preset_temperature': '_editing_preset_temperature',
@@ -877,6 +883,8 @@ class AppController:
   self.persona_manager = PersonaManager(Path(self.active_project_path).parent if self.active_project_path else None)
   self.personas = self.persona_manager.load_all()
 
+  self._fetch_models(self.current_provider)
+
   self.ui_active_tool_preset = os.environ.get('SLOP_TOOL_PRESET') or ai_cfg.get("active_tool_preset")
   self.ui_active_bias_profile = ai_cfg.get("active_bias_profile")
   ai_client.set_tool_preset(self.ui_active_tool_preset)
@@ -1490,6 +1498,9 @@ class AppController:
    self._current_provider = value
    ai_client.reset_session()
    ai_client.set_provider(value, self.current_model)
+   self.available_models = self.all_available_models.get(value, [])
+   if not self.available_models:
+    self._fetch_models(value)
    self._token_stats = {}
    self._token_stats_dirty = True
 
@@ -1859,20 +1870,13 @@ class AppController:
   else:
    self.ui_project_system_prompt = preset.system_prompt
    self.ui_project_preset_name = name
-  if preset.temperature is not None:
-   self.temperature = preset.temperature
-  if preset.max_output_tokens is not None:
-   self.max_tokens = preset.max_output_tokens
 
- def _cb_save_preset(self, name, content, temp, top_p, max_tok, scope):
+ def _cb_save_preset(self, name, content, scope):
   if not name or not name.strip():
    raise ValueError("Preset name cannot be empty or whitespace.")
   preset = models.Preset(
    name=name,
-   system_prompt=content,
+   system_prompt=content
-   temperature=temp,
-   top_p=top_p,
-   max_output_tokens=max_tok
   )
   self.preset_manager.save_preset(preset, scope)
   self.presets = self.preset_manager.load_all()
@@ -1900,11 +1904,12 @@ class AppController:
 
  def _cb_save_persona(self, persona: models.Persona, scope: str = "project") -> None:
   self.persona_manager.save_persona(persona, scope)
-  self.personas = self.persona_manager.load_all_personas()
+  self.personas = self.persona_manager.load_all()
+
+ def _cb_delete_persona(self, name: str, scope: str = "project") -> None:
+  self.persona_manager.delete_persona(name, scope)
+  self.personas = self.persona_manager.load_all()
 
- def _cb_delete_persona(self, persona_id: str, scope: str = "project") -> None:
-  self.persona_manager.delete_persona(persona_id, scope)
-  self.personas = self.persona_manager.load_all_personas()
 
  def _cb_load_track(self, track_id: str) -> None:
   state = project_manager.load_track_state(track_id, self.ui_files_base_dir)
@@ -2573,3 +2578,4 @@ class AppController:
    tasks=self.active_track.tickets
   )
   project_manager.save_track_state(self.active_track.id, state, self.ui_files_base_dir)
+

src/bg_shader.py

@@ -63,3 +63,4 @@ def get_bg():
  if _bg is None:
   _bg = BackgroundShader()
  return _bg
+

src/conductor_tech_lead.py

@@ -118,3 +118,4 @@ if __name__ == "__main__":
  test_skeletons = "class NewFeature: pass"
  tickets = generate_tickets(test_brief, test_skeletons)
  print(json.dumps(tickets, indent=2))
+

src/cost_tracker.py

@@ -59,3 +59,4 @@ def estimate_cost(model: str, input_tokens: int, output_tokens: int) -> float:
             return input_cost + output_cost
             
     return 0.0
+

src/dag_engine.py

@@ -193,3 +193,4 @@ class ExecutionEngine:
   ticket = self.dag.ticket_map.get(task_id)
   if ticket:
    ticket.status = status
+

src/diff_viewer.py

@@ -1,4 +1,4 @@
-from typing import List, Dict, Optional, Tuple
+from typing import List, Dict, Optional, Tuple
 from dataclasses import dataclass
 import shutil
 import os

src/events.py

@@ -126,3 +126,4 @@ class UserRequestEvent:
    "disc_text": self.disc_text,
    "base_dir": self.base_dir
   }
+

src/file_cache.py

@@ -376,3 +376,4 @@ def evict(path: Path) -> None:
 def list_cached() -> List[Dict[str, Any]]:
  return []
 
+

src/gemini_cli_adapter.py

@@ -189,3 +189,4 @@ class GeminiCliAdapter:
         """
   total_chars = len("\n".join(contents))
   return total_chars // 4
+

src/log_pruner.py

@@ -115,3 +115,4 @@ class LogPruner:
      sys.stderr.write(f"[LogPruner] Error removing {resolved_path}: {e}\n")
   
   self.log_registry.save_registry()
+

src/log_registry.py

@@ -301,3 +301,4 @@ class LogRegistry:
       })
   return old_sessions
 
+

src/markdown_helper.py

@@ -166,3 +166,4 @@ def render_unindented(text: str) -> None:
 
 def render_code(code: str, lang: str = "", context_id: str = "default", block_idx: int = 0) -> None:
  get_renderer().render_code(code, lang, context_id, block_idx)
+

src/mcp_client.py

@@ -1,4 +1,4 @@
-# mcp_client.py
+# mcp_client.py
 """
 MCP Client - Multi-tool filesystem and network operations with sandboxing.
 
@@ -782,10 +782,10 @@ def get_tree(path: str, max_depth: int = 2) -> str:
    entries = [e for e in entries if not e.name.startswith('.') and e.name not in ('__pycache__', 'venv', 'env') and e.name != "history.toml" and not e.name.endswith("_history.toml")]
    for i, entry in enumerate(entries):
     is_last = (i == len(entries) - 1)
-    connector = "└── " if is_last else "├── "
+    connector = "└── " if is_last else "├── "
     lines.append(f"{prefix}{connector}{entry.name}")
     if entry.is_dir():
-     extension = "    " if is_last else "│   "
+     extension = "    " if is_last else "│   "
      lines.extend(_build_tree(entry, current_depth + 1, prefix + extension))
    return lines
   tree_lines = [f"{p.name}/"] + _build_tree(p, 1)
@@ -1466,3 +1466,4 @@ MCP_TOOL_SPECS: list[dict[str, Any]] = [
 
 
 
+

src/mma_prompts.py

@@ -178,3 +178,4 @@ RULES:
 
 Analyze this error and generate the patch:
 """
+

src/models.py

@@ -349,30 +349,17 @@ class FileItem:
 class Preset:
  name: str
  system_prompt: str
- temperature: Optional[float] = None
- top_p: Optional[float] = None
- max_output_tokens: Optional[int] = None
 
  def to_dict(self) -> Dict[str, Any]:
-  res = {
+  return {
    "system_prompt": self.system_prompt,
   }
-  if self.temperature is not None:
-   res["temperature"] = self.temperature
-  if self.top_p is not None:
-   res["top_p"] = self.top_p
-  if self.max_output_tokens is not None:
-   res["max_output_tokens"] = self.max_output_tokens
-  return res
 
  @classmethod
  def from_dict(cls, name: str, data: Dict[str, Any]) -> "Preset":
   return cls(
    name=name,
    system_prompt=data.get("system_prompt", ""),
-   temperature=data.get("temperature"),
-   top_p=data.get("top_p"),
-   max_output_tokens=data.get("max_output_tokens"),
   )
 
 @dataclass
@@ -447,32 +434,48 @@ class BiasProfile:
 @dataclass
 class Persona:
  name: str
- provider: Optional[str] = None
+ preferred_models: List[Dict[str, Any]] = field(default_factory=list)
- model: Optional[str] = None
- preferred_models: List[str] = field(default_factory=list)
  system_prompt: str = ''
- temperature: Optional[float] = None
- top_p: Optional[float] = None
- max_output_tokens: Optional[int] = None
  tool_preset: Optional[str] = None
  bias_profile: Optional[str] = None
 
+ @property
+ def provider(self) -> Optional[str]:
+  if not self.preferred_models: return None
+  return self.preferred_models[0].get("provider")
+
+ @property
+ def model(self) -> Optional[str]:
+  if not self.preferred_models: return None
+  return self.preferred_models[0].get("model")
+
+ @property
+ def temperature(self) -> Optional[float]:
+  if not self.preferred_models: return None
+  return self.preferred_models[0].get("temperature")
+
+ @property
+ def top_p(self) -> Optional[float]:
+  if not self.preferred_models: return None
+  return self.preferred_models[0].get("top_p")
+
+ @property
+ def max_output_tokens(self) -> Optional[int]:
+  if not self.preferred_models: return None
+  return self.preferred_models[0].get("max_output_tokens")
+
  def to_dict(self) -> Dict[str, Any]:
   res = {
    "system_prompt": self.system_prompt,
   }
-  if self.provider is not None:
-   res["provider"] = self.provider
-  if self.model is not None:
-   res["model"] = self.model
   if self.preferred_models:
-   res["preferred_models"] = self.preferred_models
+   processed = []
-  if self.temperature is not None:
+   for m in self.preferred_models:
-   res["temperature"] = self.temperature
+    if isinstance(m, str):
-  if self.top_p is not None:
+     processed.append({"model": m})
-   res["top_p"] = self.top_p
+    else:
-  if self.max_output_tokens is not None:
+     processed.append(m)
-   res["max_output_tokens"] = self.max_output_tokens
+   res["preferred_models"] = processed
   if self.tool_preset is not None:
    res["tool_preset"] = self.tool_preset
   if self.bias_profile is not None:
@@ -481,15 +484,34 @@ class Persona:
 
  @classmethod
  def from_dict(cls, name: str, data: Dict[str, Any]) -> "Persona":
+  raw_models = data.get("preferred_models", [])
+  parsed_models = []
+  for m in raw_models:
+   if isinstance(m, str):
+    parsed_models.append({"model": m})
+   else:
+    parsed_models.append(m)
+
+  # Migration logic: merge legacy fields if they exist
+  legacy = {}
+  for k in ["provider", "model", "temperature", "top_p", "max_output_tokens"]:
+   if data.get(k) is not None:
+    legacy[k] = data[k]
+  
+  if legacy:
+   if not parsed_models:
+    parsed_models.append(legacy)
+   else:
+    # Merge into first item if it's missing these specific legacy fields
+    for k, v in legacy.items():
+     if k not in parsed_models[0] or parsed_models[0][k] is None:
+      parsed_models[0][k] = v
+
   return cls(
    name=name,
-   provider=data.get("provider"),
+   preferred_models=parsed_models,
-   model=data.get("model"),
-   preferred_models=data.get("preferred_models", []),
    system_prompt=data.get("system_prompt", ""),
-   temperature=data.get("temperature"),
-   top_p=data.get("top_p"),
-   max_output_tokens=data.get("max_output_tokens"),
    tool_preset=data.get("tool_preset"),
    bias_profile=data.get("bias_profile"),
   )
+

src/multi_agent_conductor.py

@@ -614,3 +614,4 @@ def run_worker_lifecycle(ticket: Ticket, context: WorkerContext, context_files:
  if event_queue:
   _queue_put(event_queue, "ticket_completed", {"ticket_id": ticket.id, "timestamp": time.time()})
  return response
+

src/native_orchestrator.py

@@ -86,3 +86,4 @@ class NativeOrchestrator:
   """Tier 4: Generate patch for error"""
   from src import ai_client
   return ai_client.run_tier4_patch_generation(error, file_context)
+

src/orchestrator_pm.py

@@ -125,3 +125,4 @@ if __name__ == "__main__":
   history = get_track_history_summary()
   tracks = generate_tracks("Implement a basic unit test for the ai_client.py module.", flat, file_items, history_summary=history)
   print(json.dumps(tracks, indent=2))
+

src/outline_tool.py

@@ -87,3 +87,4 @@ def get_outline(path: Path, code: str) -> str:
   return outliner.outline(code)
  else:
   return f"Outlining not supported for {suffix} files yet."
+

src/patch_modal.py

@@ -1,4 +1,4 @@
-from typing import Optional, Callable, List
+from typing import Optional, Callable, List
 from dataclasses import dataclass, field
 
 @dataclass

src/paths.py

@@ -110,3 +110,4 @@ def get_archive_dir() -> Path:
 def reset_resolved() -> None:
  """For testing only - clear cached resolutions."""
  _RESOLVED.clear()
+

src/performance_monitor.py

@@ -232,3 +232,4 @@ class PerformanceMonitor:
   self._stop_event.set()
   if self._cpu_thread.is_alive():
    self._cpu_thread.join(timeout=2.0)
+

src/personas.py

@@ -47,6 +47,21 @@ class PersonaManager:
   data["personas"][persona.name] = persona.to_dict()
   self._save_file(path, data)
 
+ def get_persona_scope(self, name: str) -> str:
+  """Returns the scope ('global' or 'project') of a persona by name."""
+  if self.project_root:
+   project_path = paths.get_project_personas_path(self.project_root)
+   project_data = self._load_file(project_path)
+   if name in project_data.get("personas", {}):
+    return "project"
+  
+  global_path = paths.get_global_personas_path()
+  global_data = self._load_file(global_path)
+  if name in global_data.get("personas", {}):
+   return "global"
+   
+  return "project"
+
  def delete_persona(self, name: str, scope: str = "project") -> None:
   path = self._get_path(scope)
   data = self._load_file(path)
@@ -67,3 +82,4 @@ class PersonaManager:
   path.parent.mkdir(parents=True, exist_ok=True)
   with open(path, "wb") as f:
    tomli_w.dump(data, f)
+

src/presets.py

@@ -89,3 +89,4 @@ class PresetManager:
   path.parent.mkdir(parents=True, exist_ok=True)
   with open(path, "wb") as f:
    f.write(tomli_w.dumps(data).encode("utf-8"))
+

src/project_manager.py

@@ -391,3 +391,4 @@ def calculate_track_progress(tickets: list) -> dict:
   "blocked": blocked,
   "todo": todo
  }
+

src/session_logger.py

@@ -217,3 +217,4 @@ def log_cli_call(command: str, stdin_content: Optional[str], stdout_content: Opt
   _cli_fh.flush()
  except Exception:
   pass
+

src/shaders.py

@@ -70,3 +70,4 @@ def apply_faux_acrylic_glass(draw_list: imgui.ImDrawList, p_min: imgui.ImVec2, p
         flags=imgui.ImDrawFlags_.round_corners_all if rounding > 0 else imgui.ImDrawFlags_.none,
         thickness=1.0
     )
+

src/shell_runner.py

@@ -90,3 +90,4 @@ def run_powershell(script: str, base_dir: str, qa_callback: Optional[Callable[[s
   if 'process' in locals() and process:
    subprocess.run(["taskkill", "/F", "/T", "/PID", str(process.pid)], capture_output=True)
   return f"ERROR: {e}"
+

src/summarize.py

@@ -190,3 +190,4 @@ def build_summary_markdown(file_items: list[dict[str, Any]]) -> str:
   summary = item.get("summary", "")
   parts.append(f"### `{path}`\n\n{summary}")
  return "\n\n---\n\n".join(parts)
+

src/theme.py

@@ -388,3 +388,4 @@ def load_from_config(config: dict[str, Any]) -> None:
  if font_path:
   apply_font(font_path, font_size)
  set_scale(scale)
+

src/theme_2.py

@@ -392,3 +392,4 @@ def get_tweaked_theme() -> hello_imgui.ImGuiTweakedTheme:
  # Sync tweaks
  tt.tweaks.rounding = 6.0
  return tt
+

src/theme_nerv.py

@@ -82,3 +82,4 @@ def apply_nerv() -> None:
  style.popup_border_size = 1.0
  style.child_border_size = 1.0
  style.tab_border_size = 1.0
+

src/theme_nerv_fx.py

@@ -83,3 +83,4 @@ class AlertPulsing:
   alpha = 0.05 + 0.15 * ((math.sin(time.time() * 4.0) + 1.0) / 2.0)
   color = imgui.get_color_u32((1.0, 0.0, 0.0, alpha))
   draw_list.add_rect((0.0, 0.0), (width, height), color, 0.0, 0, 10.0)
+

src/tool_bias.py

@@ -63,3 +63,4 @@ class ToolBiasEngine:
     lines.append(f"- {cat}: {mult}x")
     
   return "\n\n".join(lines)
+

src/tool_presets.py

@@ -108,3 +108,4 @@ class ToolPresetManager:
   if "bias_profiles" in data and name in data["bias_profiles"]:
    del data["bias_profiles"][name]
    self._write_raw(path, data)
+

tests/test_persona_manager.py

@@ -59,7 +59,7 @@ def test_load_all_merged(temp_paths):
 
 def test_save_persona(temp_paths):
  manager = PersonaManager(project_root=temp_paths["project_root"])
- persona = Persona(name="New", provider="gemini", system_prompt="Test")
+ persona = Persona(name="New", preferred_models=[{"provider": "gemini"}], system_prompt="Test")
  
  manager.save_persona(persona, scope="project")
  loaded = manager.load_all()

tests/test_persona_models.py

@@ -4,30 +4,38 @@ from src.models import Persona
 def test_persona_serialization():
  persona = Persona(
   name="SecuritySpecialist",
-  provider="anthropic",
+  preferred_models=[
-  model="claude-3-7-sonnet-20250219",
+   {"provider": "anthropic", "model": "claude-3-7-sonnet-20250219", "temperature": 0.2, "top_p": 0.9, "max_output_tokens": 4000},
-  preferred_models=["claude-3-7-sonnet-20250219", "claude-3-5-sonnet-20241022"],
+   "claude-3-5-sonnet-20241022"
+  ],
   system_prompt="You are a security expert.",
-  temperature=0.2,
-  top_p=0.9,
-  max_output_tokens=4000,
   tool_preset="SecurityTools",
   bias_profile="Execution-Focused"
  )
  
+ assert persona.provider == "anthropic"
+ assert persona.model == "claude-3-7-sonnet-20250219"
+ assert persona.temperature == 0.2
+ assert persona.top_p == 0.9
+ assert persona.max_output_tokens == 4000
+
  data = persona.to_dict()
  
- assert data["provider"] == "anthropic"
+ # data should NOT have top-level provider/model anymore, it's in preferred_models
- assert data["model"] == "claude-3-7-sonnet-20250219"
+ assert "provider" not in data
- assert "claude-3-5-sonnet-20241022" in data["preferred_models"]
+ assert "model" not in data
+ assert data["preferred_models"][0]["provider"] == "anthropic"
+ assert data["preferred_models"][0]["model"] == "claude-3-7-sonnet-20250219"
+ assert data["preferred_models"][1] == {"model": "claude-3-5-sonnet-20241022"}
  assert data["system_prompt"] == "You are a security expert."
- assert data["temperature"] == 0.2
+ assert data["preferred_models"][0]["temperature"] == 0.2
- assert data["top_p"] == 0.9
+ assert data["preferred_models"][0]["top_p"] == 0.9
- assert data["max_output_tokens"] == 4000
+ assert data["preferred_models"][0]["max_output_tokens"] == 4000
  assert data["tool_preset"] == "SecurityTools"
  assert data["bias_profile"] == "Execution-Focused"
 
 def test_persona_deserialization():
+ # Old config format (legacy)
  data = {
   "provider": "gemini",
   "model": "gemini-2.5-flash",
@@ -45,7 +53,9 @@ def test_persona_deserialization():
  assert persona.name == "Assistant"
  assert persona.provider == "gemini"
  assert persona.model == "gemini-2.5-flash"
- assert persona.preferred_models == ["gemini-2.5-flash"]
+ # Migration logic should have put legacy fields into preferred_models since it only had a string
+ assert persona.preferred_models[0]["provider"] == "gemini"
+ assert persona.preferred_models[0]["model"] == "gemini-2.5-flash"
  assert persona.system_prompt == "You are a helpful assistant."
  assert persona.temperature == 0.5
  assert persona.top_p == 1.0