chore: update internal references from research_uet to docs

Author: uet-santx

.claude/settings.local.json

@@ -7,8 +7,8 @@
       "Bash(if [ ! -d \"research_v3\" ])",
       "Bash(then unzip -q research_v3.zip)",
       "Bash(fi)",
-      "Bash(if [ ! -d \"research_uet\" ])",
-      "Bash(then unzip -q research_uet.zip)",
+      "Bash(if [ ! -d \"docs\" ])",
+      "Bash(then unzip -q docs.zip)",
       "Bash(python global_economy_test.py:*)",
       "Bash(python:*)",
       "mcp__research-theory__list_directory",

CONTRIBUTING.md

@@ -91,7 +91,7 @@ Every Topic must follow this EXACT folder structure:
 ### 1. Robust Path Finding (`UETPathManager`)
 **NEVER** use hardcoded paths (e.g., `C:/Users/...`). Use the Glass Box Path Manager:
 ```python
-from research_uet.core.uet_glass_box import UETPathManager
+from docs.core.uet_glass_box import UETPathManager
 
 # Correct way to save a result
 result_dir = UETPathManager.get_result_dir("0.1", "Experiment_Name")

README.md

@@ -10,7 +10,7 @@
     ProceduralMemoryStore,
 )
 
-# Components that depend on research_uet.knowledge_base (optional)
+# Components that depend on docs.knowledge_base (optional)
 try:
     from .base_agent import BaseAgent
     from .research_agent import ResearchAgent

uet_agents/__init__.py

@@ -1,6 +1,6 @@
 from typing import List, Dict, Optional, Any
 import logging
-from research_uet.knowledge_base.api_client import OpenRouterClient, CostTracker
+from docs.knowledge_base.api_client import OpenRouterClient, CostTracker
 
 
 class BaseAgent:

uet_agents/base_agent.py

@@ -13,8 +13,8 @@
 
 # Docs directories to ingest (relative to repo root)
 DOCS_DIRS = [
-    "research_uet/Docs",
-    "research_uet/Doc",
+    "docs/Docs",
+    "docs/Doc",
 ]
 
 EXTENSIONS = {".md", ".txt", ".rst"}

uet_agents/ingest_docs.py

@@ -6,11 +6,11 @@
 PROJECT_ROOT = Path(__file__).resolve().parent.parent
 sys.path.append(str(PROJECT_ROOT))
 
-from research_uet.knowledge_base.config import CONFIG
-from research_uet.knowledge_base.api_client import OpenRouterClient, CostTracker
-from research_uet.knowledge_base.vector_store import VectorStore
-from research_uet.knowledge_base.tensorizer import UetTensorizer
-from research_uet.knowledge_base.omega_search import OmegaSearch
+from docs.knowledge_base.config import CONFIG
+from docs.knowledge_base.api_client import OpenRouterClient, CostTracker
+from docs.knowledge_base.vector_store import VectorStore
+from docs.knowledge_base.tensorizer import UetTensorizer
+from docs.knowledge_base.omega_search import OmegaSearch
 from uet_agents.base_agent import BaseAgent
 from uet_agents.research_agent import ResearchAgent
 from uet_agents.marketing_agent import MarketingAgent

uet_agents/main.py

@@ -1,7 +1,7 @@
 from typing import Optional, List
 from .base_agent import BaseAgent
-from research_uet.knowledge_base.omega_search import OmegaSearch
-from research_uet.knowledge_base.api_client import OpenRouterClient
+from docs.knowledge_base.omega_search import OmegaSearch
+from docs.knowledge_base.api_client import OpenRouterClient
 
 
 class ResearchAgent(BaseAgent):

uet_agents/research_agent.py

@@ -2,7 +2,7 @@
 
 > **"One Equation to Rule Them All."**
 
-This folder (`research_uet/`) contains the **Core Physics Logic** that powers all 25 research topics.
+This folder (`docs/`) contains the **Core Physics Logic** that powers all 25 research topics.
 
 At the heart of everything is the **UET Master Equation** (sometimes referred to as the Unified Framework or Dyer-Derivative form).
 
@@ -42,32 +42,32 @@ The universe runs a global optimization loop (Lyapunov Stability):
 
 ## 📂 System Architecture (Directory Map)
 
-Navigation guide for the `research_uet/` ecosystem:
+Navigation guide for the `docs/` ecosystem:
 
 ### 1. The Engine (`/core`)
-*   **Path**: [`research_uet/core/`](./core/)
+*   **Path**: [`docs/core/`](./core/)
 *   **Purpose**: Contains the **Source Code** of the Master Equation.
 *   **Key File**: `uet_master_equation.py` (The Python implementation of $\Omega$).
 *   **Role**: All 25 research topics import logic from here. If you change this, you change the universe.
 
 ### 2. The Evidence (`/topics`)
-*   **Path**: [`research_uet/topics/`](./topics/)
+*   **Path**: [`docs/topics/`](./topics/)
 *   **Purpose**: The **25 Research Domains** (Galaxy Rotation, AI, Economics, etc.).
 *   **Structure**: Each folder contains `Code/` (Proof), `Doc/` (Analysis), and `Result/` (Logs).
 *   **Style Guide**: See [`how to README.md`](./topics/Work/how%20to%20README.md) for the "Platinum Standard" layout.
 
 ### 3. The Documentation (`/docs`)
-*   **Path**: [`research_uet/docs/`](./docs/)
+*   **Path**: [`docs/docs/`](./docs/)
 *   **Purpose**: Detailed technical manuals, API references, and theoretical backgrounders.
 *   **Use Case**: For developers wanting to fork or extend the framework.
 
 ### 4. The Paper (`/paper`)
-*   **Path**: [`research_uet/paper/`](./paper/)
+*   **Path**: [`docs/paper/`](./paper/)
 *   **Purpose**: The LaTeX source for the academic publication.
 *   **Goal**: Generates the final PDF for submission (e.g., arXiv).
 
 ### 5. The Tools (`/scripts`)
-*   **Path**: [`research_uet/scripts/`](./scripts/)
+*   **Path**: [`docs/scripts/`](./scripts/)
 *   **Purpose**: Utility scripts for global tasks.
 *   **Examples**:
     *   `audit_documentation_coverage.py`: Checks for missing docs.
@@ -78,7 +78,7 @@ Navigation guide for the `research_uet/` ecosystem:
 To run a simulation using the Master Equation:
 
 ```python
-from research_uet.core.uet_master_equation import UETMasterEquation
+from docs.core.uet_master_equation import UETMasterEquation
 import numpy as np
 
 # 1. Initialize Engine