diff --git a/.beads/.gitignore b/.beads/.gitignore
index df4911d41..de3a828d0 100644
--- a/.beads/.gitignore
+++ b/.beads/.gitignore
@@ -1,5 +1,7 @@
 # Dolt database (managed by Dolt, not git)
 dolt/
+dolt
+df/
 embeddeddolt/
 
 # Runtime files
diff --git a/Makefile b/Makefile
index 932743e50..0da7296c6 100644
--- a/Makefile
+++ b/Makefile
@@ -921,7 +921,7 @@ lua-check-hammerspoon-dev: ## Run the Hammerspoon Lua check inside the Nix dev s
 ##@ Launchd Services
 
 .PHONY: launchctl
-launchctl: launchctl-brew-upgrader launchctl-openclaw launchctl-cliproxyapi launchctl-cliproxyapi-backup launchctl-code-syncer launchctl-docker-postgres launchctl-dotfiles-updater launchctl-neverssl-keepalive launchctl-ollama launchctl-tmux-session-logger ## Restart all launchd agents.
+launchctl: launchctl-brew-upgrader launchctl-openclaw launchctl-cliproxyapi launchctl-cliproxyapi-backup launchctl-code-syncer launchctl-docker-postgres launchctl-dolt launchctl-dotfiles-updater launchctl-neverssl-keepalive launchctl-ollama launchctl-tmux-session-logger ## Restart all launchd agents.
 
 .PHONY: launchctl-brew-upgrader
 launchctl-brew-upgrader: ## Restart brew-updater launchd agent.
@@ -987,6 +987,18 @@ launchctl-docker-postgres: ## Restart docker-postgres launchd agent.
 	@launchctl load ~/Library/LaunchAgents/org.nix-community.home.docker-postgres.plist
 	@echo "✅ docker-postgres restarted"
 
+.PHONY: launchctl-dolt
+launchctl-dolt: ## Restart dolt launchd agent.
+	@echo "🔄 Restarting dolt..."
+	@if [ "$(DETECTED_HOST)" = "galactica" ] || [ "$(HOST)" = "galactica" ]; then \
+		launchctl unload ~/Library/LaunchAgents/org.nix-community.home.dolt.plist 2>/dev/null || true; \
+		sleep 3; \
+		launchctl load ~/Library/LaunchAgents/org.nix-community.home.dolt.plist; \
+	else \
+		echo "Skipping dolt launchd agent (host not galactica)"; \
+	fi
+	@echo "✅ dolt restarted"
+
 .PHONY: launchctl-ollama
 launchctl-ollama: ## Restart ollama launchd agent.
 	@echo "🔄 Restarting ollama..."
@@ -1006,7 +1018,7 @@ launchctl-tmux-session-logger: ## Restart tmux-session-logger launchd agent.
 ##@ Systemd Services (Linux)
 
 .PHONY: systemctl
-systemctl: systemctl-cliproxyapi systemctl-cliproxyapi-backup systemctl-code-syncer systemctl-docker-postgres systemctl-dotfiles-updater systemctl-make-updater systemctl-neverssl-keepalive systemctl-obsidian systemctl-ollama systemctl-openclaw systemctl-paperclip systemctl-tmux-session-logger ## Restart all systemd user services.
+systemctl: systemctl-cliproxyapi systemctl-cliproxyapi-backup systemctl-code-syncer systemctl-docker-postgres systemctl-dolt systemctl-dotfiles-updater systemctl-make-updater systemctl-neverssl-keepalive systemctl-obsidian systemctl-ollama systemctl-openclaw systemctl-paperclip systemctl-tmux-session-logger ## Restart all systemd user services.
 
 .PHONY: systemctl-cliproxyapi
 systemctl-cliproxyapi: ## Restart cliproxyapi systemd user service.
@@ -1033,6 +1045,17 @@ systemctl-docker-postgres: ## Restart docker-postgres systemd user service.
 	@systemctl --user restart docker-postgres.service || true
 	@echo "✅ docker-postgres restarted"
 
+.PHONY: systemctl-dolt
+systemctl-dolt: ## Restart Dolt systemd user service.
+	@echo "🔄 Restarting dolt..."
+	@if [ "$(DETECTED_HOST)" = "kyber" ] || [ "$(HOST)" = "kyber" ]; then \
+		systemctl --user daemon-reload; \
+		systemctl --user restart dolt.service; \
+	else \
+		echo "Skipping dolt.service (host not kyber)"; \
+	fi
+	@echo "✅ dolt restarted"
+
 .PHONY: systemctl-dotfiles-updater
 systemctl-dotfiles-updater: ## Restart dotfiles-updater systemd user service.
 	@echo "🔄 Restarting dotfiles-updater..."
diff --git a/config/openclaw/openclaw.template.json b/config/openclaw/openclaw.template.json
index dfb1bb8bf..2895423f8 100644
--- a/config/openclaw/openclaw.template.json
+++ b/config/openclaw/openclaw.template.json
@@ -204,7 +204,7 @@
         ]
       },
       "workspace": "__HOME__/.openclaw/workspace",
-      "thinkingDefault": "high",
+      "thinkingDefault": "low",
       "maxConcurrent": 4,
       "subagents": {
         "maxConcurrent": 8
@@ -231,7 +231,8 @@
             "read",
             "exec"
           ]
-        }
+        },
+        "thinkingDefault": "high"
       },
       {
         "id": "code-reviewer-sonnet",
@@ -249,7 +250,8 @@
             "read",
             "exec"
           ]
-        }
+        },
+        "thinkingDefault": "medium"
       },
       {
         "id": "code-reviewer-glm",
@@ -266,7 +268,8 @@
             "read",
             "exec"
           ]
-        }
+        },
+        "thinkingDefault": "off"
       },
       {
         "id": "code-reviewer-gpt",
@@ -356,7 +359,8 @@
             "read",
             "write"
           ]
-        }
+        },
+        "thinkingDefault": "off"
       },
       {
         "id": "security-scanner",
@@ -391,7 +395,8 @@
             "read",
             "exec"
           ]
-        }
+        },
+        "thinkingDefault": "off"
       },
       {
         "id": "docs-checker",
@@ -427,7 +432,8 @@
             "edit",
             "exec"
           ]
-        }
+        },
+        "thinkingDefault": "off"
       },
       {
         "id": "sales",
@@ -502,7 +508,8 @@
             "read",
             "exec"
           ]
-        }
+        },
+        "thinkingDefault": "high"
       },
       {
         "id": "mindset",
@@ -520,7 +527,8 @@
             "read",
             "exec"
           ]
-        }
+        },
+        "thinkingDefault": "high"
       },
       {
         "id": "routine",
@@ -538,7 +546,8 @@
             "read",
             "exec"
           ]
-        }
+        },
+        "thinkingDefault": "medium"
       },
       {
         "id": "dev-opus",
@@ -558,7 +567,8 @@
             "edit",
             "exec"
           ]
-        }
+        },
+        "thinkingDefault": "high"
       },
       {
         "id": "dev-gpt",
@@ -636,7 +646,8 @@
             "read",
             "exec"
           ]
-        }
+        },
+        "thinkingDefault": "high"
       },
       {
         "id": "strategy-gpt",
@@ -690,7 +701,8 @@
             "read",
             "exec"
           ]
-        }
+        },
+        "thinkingDefault": "medium"
       },
       {
         "id": "devops",
@@ -709,7 +721,8 @@
             "edit",
             "exec"
           ]
-        }
+        },
+        "thinkingDefault": "off"
       },
       {
         "id": "amp",
@@ -832,6 +845,16 @@
           "id": "120363405790595065@g.us"
         }
       }
+    },
+    {
+      "agentId": "dev-gpt",
+      "match": {
+        "channel": "whatsapp",
+        "peer": {
+          "kind": "group",
+          "id": "120363425572081403@g.us"
+        }
+      }
     }
   ],
   "broadcast": {
@@ -852,6 +875,9 @@
     "120363405790595065@g.us": [
       "dev-gpt"
     ],
+    "120363425572081403@g.us": [
+      "dev-gpt"
+    ],
     "120363407321327235@g.us": [
       "strategy-gpt"
     ]
@@ -992,7 +1018,7 @@
       ]
     },
     "slots": {
-      "memory": ""
+      "memory": "memory-core"
     },
     "entries": {
       "telegram": {
@@ -1014,7 +1040,7 @@
       "memory-wiki": {
         "enabled": true,
         "config": {
-          "vaultMode": "bridge",
+          "vaultMode": "unsafe-local",
           "vault": {
             "path": "__HOME__/ghq/github.com/shunkakinoki/wiki",
             "renderMode": "obsidian"
@@ -1025,13 +1051,11 @@
             "vaultName": "Shun Kakinoki",
             "openAfterWrites": false
           },
-          "bridge": {
-            "enabled": true,
-            "readMemoryArtifacts": true,
-            "indexDreamReports": true,
-            "indexDailyNotes": true,
-            "indexMemoryRoot": true,
-            "followMemoryEvents": true
+          "unsafeLocal": {
+            "allowPrivateMemoryCoreAccess": true,
+            "paths": [
+              "__HOME__/.openclaw/workspace"
+            ]
           },
           "ingest": {
             "autoCompile": true,
diff --git a/config/openclaw/openclaw.tpl.json b/config/openclaw/openclaw.tpl.json
index cc11e5c55..f888439d7 100644
--- a/config/openclaw/openclaw.tpl.json
+++ b/config/openclaw/openclaw.tpl.json
@@ -204,7 +204,7 @@
         ]
       },
       "workspace": "__HOME__/.openclaw/workspace",
-      "thinkingDefault": "high",
+      "thinkingDefault": "low",
       "maxConcurrent": 4,
       "subagents": {
         "maxConcurrent": 8
@@ -231,7 +231,8 @@
             "read",
             "exec"
           ]
-        }
+        },
+        "thinkingDefault": "high"
       },
       {
         "id": "code-reviewer-sonnet",
@@ -249,7 +250,8 @@
             "read",
             "exec"
           ]
-        }
+        },
+        "thinkingDefault": "medium"
       },
       {
         "id": "code-reviewer-glm",
@@ -266,7 +268,8 @@
             "read",
             "exec"
           ]
-        }
+        },
+        "thinkingDefault": "off"
       },
       {
         "id": "code-reviewer-gpt",
@@ -356,7 +359,8 @@
             "read",
             "write"
           ]
-        }
+        },
+        "thinkingDefault": "off"
       },
       {
         "id": "security-scanner",
@@ -391,7 +395,8 @@
             "read",
             "exec"
           ]
-        }
+        },
+        "thinkingDefault": "off"
       },
       {
         "id": "docs-checker",
@@ -427,7 +432,8 @@
             "edit",
             "exec"
           ]
-        }
+        },
+        "thinkingDefault": "off"
       },
       {
         "id": "sales",
@@ -502,7 +508,8 @@
             "read",
             "exec"
           ]
-        }
+        },
+        "thinkingDefault": "high"
       },
       {
         "id": "mindset",
@@ -520,7 +527,8 @@
             "read",
             "exec"
           ]
-        }
+        },
+        "thinkingDefault": "high"
       },
       {
         "id": "routine",
@@ -538,7 +546,8 @@
             "read",
             "exec"
           ]
-        }
+        },
+        "thinkingDefault": "medium"
       },
       {
         "id": "dev-opus",
@@ -558,7 +567,8 @@
             "edit",
             "exec"
           ]
-        }
+        },
+        "thinkingDefault": "high"
       },
       {
         "id": "dev-gpt",
@@ -636,7 +646,8 @@
             "read",
             "exec"
           ]
-        }
+        },
+        "thinkingDefault": "high"
       },
       {
         "id": "strategy-gpt",
@@ -690,7 +701,8 @@
             "read",
             "exec"
           ]
-        }
+        },
+        "thinkingDefault": "medium"
       },
       {
         "id": "devops",
@@ -709,7 +721,8 @@
             "edit",
             "exec"
           ]
-        }
+        },
+        "thinkingDefault": "off"
       },
       {
         "id": "amp",
@@ -832,6 +845,16 @@
           "id": "120363405790595065@g.us"
         }
       }
+    },
+    {
+      "agentId": "dev-gpt",
+      "match": {
+        "channel": "whatsapp",
+        "peer": {
+          "kind": "group",
+          "id": "120363425572081403@g.us"
+        }
+      }
     }
   ],
   "broadcast": {
@@ -852,6 +875,9 @@
     "120363405790595065@g.us": [
       "dev-gpt"
     ],
+    "120363425572081403@g.us": [
+      "dev-gpt"
+    ],
     "120363407321327235@g.us": [
       "strategy-gpt"
     ]
@@ -992,7 +1018,7 @@
       ]
     },
     "slots": {
-      "memory": ""
+      "memory": "memory-core"
     },
     "entries": {
       "telegram": {
@@ -1014,7 +1040,7 @@
       "memory-wiki": {
         "enabled": true,
         "config": {
-          "vaultMode": "bridge",
+          "vaultMode": "unsafe-local",
           "vault": {
             "path": "__HOME__/ghq/github.com/shunkakinoki/wiki",
             "renderMode": "obsidian"
@@ -1025,13 +1051,11 @@
             "vaultName": "Shun Kakinoki",
             "openAfterWrites": false
           },
-          "bridge": {
-            "enabled": true,
-            "readMemoryArtifacts": true,
-            "indexDreamReports": true,
-            "indexDailyNotes": true,
-            "indexMemoryRoot": true,
-            "followMemoryEvents": true
+          "unsafeLocal": {
+            "allowPrivateMemoryCoreAccess": true,
+            "paths": [
+              "__HOME__/.openclaw/workspace"
+            ]
           },
           "ingest": {
             "autoCompile": true,
diff --git a/home-manager/packages/default.nix b/home-manager/packages/default.nix
index 6b062abc2..fdaa6f36a 100644
--- a/home-manager/packages/default.nix
+++ b/home-manager/packages/default.nix
@@ -24,6 +24,7 @@ with pkgs;
   broot
   bun
   clipse
+  cmatrix
   cloudflared
   copybara
   curl
diff --git a/home-manager/services/default.nix b/home-manager/services/default.nix
index db5db2c9b..7f25bd8ad 100644
--- a/home-manager/services/default.nix
+++ b/home-manager/services/default.nix
@@ -11,6 +11,7 @@ let
   cliproxyapi = import ./cliproxyapi;
   codeSyncer = import ./code-syncer { inherit pkgs; };
   darkman = import ./darkman { inherit pkgs; };
+  dolt = ./dolt;
   docker = import ./docker { inherit lib pkgs; };
   dockerPostgres = import ./docker-postgres { inherit pkgs; };
   dotfilesUpdater = import ./dotfiles-updater { inherit pkgs; };
@@ -31,6 +32,7 @@ in
   cliproxyapi
   codeSyncer
   darkman
+  dolt
   docker
   dockerPostgres
   dotfilesUpdater
diff --git a/home-manager/services/dolt/default.nix b/home-manager/services/dolt/default.nix
new file mode 100644
index 000000000..350628085
--- /dev/null
+++ b/home-manager/services/dolt/default.nix
@@ -0,0 +1,68 @@
+{
+  config,
+  lib,
+  pkgs,
+  inputs,
+  ...
+}:
+let
+  inherit (inputs.host) isKyber isGalactica;
+  homeDir = config.home.homeDirectory;
+  repoDir = "${homeDir}/dotfiles";
+  beadsDir = "${repoDir}/.beads";
+  enabled = isKyber || isGalactica;
+  startScript = pkgs.writeShellScript "dotfiles-dolt-start.sh" ''
+    set -euo pipefail
+
+    mkdir -p "${beadsDir}"
+
+    if [ -d "${beadsDir}/dolt" ] && [ ! -L "${beadsDir}/dolt" ]; then
+      if [ -e "${beadsDir}/df" ]; then
+        echo "Refusing to migrate ${beadsDir}/dolt because ${beadsDir}/df already exists" >&2
+        exit 1
+      fi
+
+      mv -f "${beadsDir}/dolt" "${beadsDir}/df"
+    fi
+
+    if [ -d "${beadsDir}/df" ]; then
+      ln -sfn df "${beadsDir}/dolt"
+    fi
+
+    exec "${pkgs.dolt}/bin/dolt" sql-server \
+      -H 127.0.0.1 \
+      -P 3307 \
+      --data-dir "${beadsDir}" \
+      --loglevel info
+  '';
+in
+lib.mkIf enabled {
+  launchd.agents.dolt = lib.mkIf pkgs.stdenv.isDarwin {
+    enable = true;
+    config = {
+      ProgramArguments = [ startScript ];
+      KeepAlive = true;
+      RunAtLoad = true;
+      WorkingDirectory = repoDir;
+      StandardOutPath = "/tmp/dolt.log";
+      StandardErrorPath = "/tmp/dolt.error.log";
+    };
+  };
+
+  systemd.user.services.dolt = lib.mkIf pkgs.stdenv.isLinux {
+    Unit = {
+      Description = "Dolt SQL server for dotfiles beads";
+      After = [ "network.target" ];
+    };
+    Service = {
+      Type = "simple";
+      ExecStart = startScript;
+      Restart = "always";
+      RestartSec = 5;
+      WorkingDirectory = repoDir;
+    };
+    Install = {
+      WantedBy = [ "default.target" ];
+    };
+  };
+}