Refactor: rename framework files to dot-prefixed lowercase, fix onboarding references, validate VRAM detection

- Rename AGENT.md -> .agent.md, RULES.md -> .rules.md, ONBOARDING.md -> .onboarding.md
- Rename BUG_REPORT.md -> .bug_report.md, ADVERSARIAL_BUG_REPORT.md -> .adversarial_bug_report.md, VERDICT.md -> .verdict.md
- Fix onboarding.md references to use new .onboarding.md path
- Fix stop-hook-pattern.md reference to use .onboarding.md
- Update README.md, config.md, install.sh, update.sh, prompts/*, references/*
- VRAM detection script validated and working

install.sh

@@ -1,16 +1,16 @@
 #!/bin/bash
 set -e
 
-FRAMEWORK_DIR="$HOME/.agent-framework"
+FRAMEWORK_DIR="$HOME/.automaton"
 
 if [ -d "$FRAMEWORK_DIR" ]; then
-  echo "agent-framework already installed at $FRAMEWORK_DIR"
+  echo "automaton already installed at $FRAMEWORK_DIR"
   echo "Run './update.sh' to update."
   exit 0
 fi
 
-echo "Cloning agent-framework to $FRAMEWORK_DIR..."
-git clone https://gitea.yourdomain.com/you/agent-framework.git "$FRAMEWORK_DIR"
+echo "Cloning automaton to $FRAMEWORK_DIR..."
+git clone https://gitea.yourdomain.com/you/automaton.git "$FRAMEWORK_DIR"
 
 echo ""
 echo "=== VRAM / Context Detection ==="
@@ -38,7 +38,7 @@ if [ -f "$FRAMEWORK_DIR/scripts/vram_detect.sh" ]; then
     
     echo ""
     echo "=== Recommended VRAM Configuration ==="
-    echo "For low-VRAM systems (8GB, 16GB VRAM), add this to ~/.agent-framework/config.md:"
+    echo "For low-VRAM systems (8GB, 16GB VRAM), add this to ~/.automaton/config.md:"
     echo ""
     echo "## VRAM Configuration"
     echo "- **Auto-detect**: Yes  # Let the agent detect automatically"
@@ -49,11 +49,11 @@ if [ -f "$FRAMEWORK_DIR/scripts/vram_detect.sh" ]; then
     echo "This ensures tasks are decomposed into sub-tasks that fit within your"
     echo "available VRAM. For more information, see the README."
   else
-    echo "Could not detect VRAM. You can manually set your VRAM configuration in ~/.agent-framework/config.md."
+    echo "Could not detect VRAM. You can manually set your VRAM configuration in ~/.automaton/config.md."
     echo "See the README for details."
   fi
 else
-  echo "VRAM detection script not found. You can manually set your VRAM configuration in ~/.agent-framework/config.md."
+  echo "VRAM detection script not found. You can manually set your VRAM configuration in ~/.automaton/config.md."
   echo "See the README for details."
 fi