docs: Fix linting issues and sync manual improvements

Author: SpectreDeath

README.md

@@ -26,11 +26,13 @@ Lawnmower Man is a production-grade **Model Context Protocol (MCP)** Gateway tha
 The v2.0.0 release introduces a professional "Glassmorphism" dashboard for managing your forensic lab.
 
 ### 🔌 Connections Manager
+
 - **Dynamic AI Strategy**: Switch between Langflow (Hybrid), Ollama (Local), or Mock providers on the fly.
 - **Service Health**: Real-time status indicators for all infrastructure components.
 - **Hardware Telemetry**: Live CPU, RAM, and VRAM monitoring.
 
 ### 🕸️ The Harvester Panel
+
 - **Semantic Scraper**: Convert any URL into LLM-ready markdown.
 - **Recursive Deep Crawl**: Map entire domains for forensic analysis.
 - **JS Rendering**: Support for heavy Single Page Applications (SPA).
@@ -62,25 +64,29 @@ graph TD
 ## 🚀 Deployment
 
 ### Docker (Recommended)
+
 The easiest way to get started is using the unified container stack:
 
 ```bash
 docker-compose up --build
 ```
 
 This starts:
+
 - `sme-operator`: Core logic (Port 8000)
 - `sme-sidecar`: AI bridge (Port 8089)
 - `sme-frontend`: Control Room UI (Port 5173)
 
 ### Local Manual Start
+
 1. **Operator**: `python -m src.api.main`
 2. **Sidecar**: `python -m src.ai.sidecar`
 3. **Frontend**: `cd frontend && npm run dev`
 
 ---
 
 ## 🛠️ Utility Suite
+
 ...
 
 Our lightweight utility tools are optimized for the NVIDIA GeForce GTX 1660 Ti 6GB VRAM constraints:

docs/ADVANCED_QUICKSTART.md

@@ -27,7 +27,8 @@ pip install -r requirements.txt
 python validate_toolbox.py
 ```
 
-**Optional: Verify specific dependencies**
+### Optional: Verify specific dependencies
+
 ```bash
 python -c "from echo_transcriber import check_transcription_dependencies"
 ```
@@ -121,14 +122,16 @@ streamlit run beacon_dashboard.py
 ```
 
 **Then:**
-1. Open http://localhost:8501 in browser
+
+1. Open <http://localhost:8501> in browser
 2. Use sidebar to select mode:
    - **Trends:** Sentiment over time
    - **Pharos:** Escalation prediction
    - **Foundations:** Moral foundation heatmap
    - **Alerts:** Real-time warnings
 
 **What to look for:**
+
 - 🔴 Red alert = escalation detected
 - 📈 Spikes > 1.5σ = rhetoric spike
 - Upward trend = concerning pattern
@@ -270,19 +273,22 @@ else:
 ## 🛠️ Troubleshooting
 
 ### Echo: FFmpeg not found
+
 ```bash
 # Windows: Download from https://ffmpeg.org/download.html
 # macOS: brew install ffmpeg
 # Linux: sudo apt install ffmpeg
 ```
 
 ### Echo: CUDA out of memory
+
 ```python
 # Use smaller model instead of medium
 transcribe_youtube_url(url, model_size="base")  # or "small"
 ```
 
 ### Beacon: Can't connect to dashboard
+
 ```bash
 # Make sure Streamlit is installed
 pip install streamlit
@@ -292,6 +298,7 @@ streamlit run beacon_dashboard.py --server.port 8501
 ```
 
 ### Curator: Signals not updating
+
 ```bash
 # Check file permissions
 import os
@@ -305,7 +312,7 @@ print(f"Writable: {os.access(signals_path, os.W_OK)}")
 ## 📊 Performance Expectations
 
 | Operation | Time | Notes |
-|-----------|------|-------|
+| :--- | :--- | :--- |
 | YouTube transcribe (1hr) | 5-10 min | Model: medium, 1660 Ti |
 | Loom distillation | <1 sec | For transcripts |
 | Beacon dashboard load | <5 sec | First time loads model |
@@ -317,18 +324,21 @@ print(f"Writable: {os.access(signals_path, os.W_OK)}")
 ## 🎯 Best Practices
 
 ### Curator
+
 - ✅ Start with `strength=0.5` (conservative)
 - ✅ Review suggestions before bulk calibration
 - ✅ Keep calibration log backed up
 - ✅ Check stats weekly
 
 ### Beacon
+
 - ✅ Monitor Pharos alerts for escalation
 - ✅ Export snapshots for reports
 - ✅ Adjust spike threshold if needed
 - ✅ Watch for foundation distribution changes
 
 ### Echo
+
 - ✅ Check dependencies before batch
 - ✅ Use `model_size="medium"` for balance
 - ✅ Transcribe during low-GPU periods
@@ -359,11 +369,13 @@ docker-compose up --build
 ```
 
 **Accessing the Dashboard:**
+
 1. Open [http://localhost:5173](http://localhost:5173)
 2. **Connections Tab**: Monitor Sidecar and Database health. Switch AI providers dynamically.
 3. **Harvester Tab**: Ingest new web content by providing a URL.
 
 **Harvester Features:**
+
 - ✅ **JS Render**: Enable for React/Next.js sites.
 - ✅ **Deep Crawl**: Enable recursive mapping of domain subpages.
 - ✅ **Report**: View word count, quality scores, and raw markdown capture.
@@ -381,6 +393,7 @@ docker-compose up --build
 ## 🎉 Summary
 
 **3 new advanced tools:**
+
 - 🎯 **Curator:** Closed-loop learning
 - 📊 **Beacon:** Predictive monitoring
 - 🎙️ **Echo:** Audio transcription