cli installation

2025-12-04 13:16:42 +01:00 · 2025-12-04 13:16:42 +01:00 · e0cfec1666
commit e0cfec1666
parent 27d00f3d14
15 changed files with 970 additions and 848 deletions
--- a/docker/README.md
+++ b/docker/README.md
@ -1,155 +0,0 @@
-# Hindsight Docker
-
-Run Hindsight with Docker in standalone or distributed mode.
-
-## Quick Start (Standalone)
-
-```bash
-cd docker
-./start.sh
-```
-
-**Force rebuild after code changes:**
-```bash
-./start.sh --build        # Quick: rebuild and start
-# or
-./rebuild.sh              # Complete: rebuild from scratch (no cache)
-```
-
-Access:
- **Control Plane**: http://localhost:3000
- **API**: http://localhost:8888
-
-Press `Ctrl+C` to stop.
-
-## What You Get
-
-**Standalone** (default, simple):
- One container with API + Control Plane + embedded database
- Perfect for local development and simple deployments
-
-**Distributed** (advanced):
- Separate containers for API and Control Plane
- Better for production, scaling, or custom configurations
-
-## Deployment Modes
-
-### 1. Standalone (Recommended)
-
-All-in-one container with embedded pg0 database.
-
-```bash
-./start.sh
-# or
-cd standalone
-docker-compose up
-```
-
-**Data storage:** `/app/data` volume
-
-### 2. Distributed (Advanced)
-
-Separate API and Control Plane containers.
-
-```bash
-cd services
-docker-compose up
-```
-
-**Data storage:** `api_data` volume
-
-See `services/README.md` for details.
-
-## Data Management
-
-**Reset data:**
-```bash
-# Standalone
-cd standalone && docker-compose down -v
-
-# Distributed
-cd services && docker-compose down -v
-```
-
-## Building Images
-
-```bash
-# Standalone
-cd standalone
-docker build -f Dockerfile -t hindsight:latest ../..
-
-# Services
-cd services
-./build-all.sh
-```
-
-## Using External Database
-
-Both modes use embedded pg0 by default. To use external PostgreSQL:
-
-```bash
-export HINDSIGHT_API_DATABASE_URL=postgresql://user:pass@host:5432/db
-```
-
-## Directory Structure
-
-```
-docker/
-├── start.sh              # Quick start (standalone)
-├── README.md             # This file
-├── standalone/           # All-in-one deployment
-│   ├── Dockerfile
-│   ├── docker-compose.yml
-│   └── start-all.sh
-└── services/             # Distributed deployment
-    ├── docker-compose.yml
-    ├── api.Dockerfile
-    ├── control-plane.Dockerfile
-    ├── build-all.sh
-    └── README.md
-```
-
-## Advanced Usage
-
-**Background mode:**
-```bash
-cd standalone
-docker-compose up -d
-docker-compose logs -f
-docker-compose down
-```
-
-**Custom configuration:**
-Edit `standalone/docker-compose.yml` or `services/docker-compose.yml`
-
-## Environment Variables
-
-Hindsight requires configuration through environment variables (all prefixed with `HINDSIGHT_`).
-
-### Required:
- `HINDSIGHT_API_LLM_API_KEY` - Your LLM API key (OpenAI, Anthropic, etc.)
-
-### Optional:
- `HINDSIGHT_API_LLM_MODEL` - Model name (default: gpt-4o-mini)
- `HINDSIGHT_API_LLM_BASE_URL` - API base URL (default: https://api.openai.com/v1)
- `HINDSIGHT_API_LOG_LEVEL` - Logging level: debug, info, warning, error
- `HINDSIGHT_API_DATABASE_URL` - External PostgreSQL connection (uses embedded pg0 by default)
-
-### Setup Options:
-
-**Option 1: .env file (recommended)**
-```bash
-# Copy example file
-cp .env.example .env
-
-# Edit .env and add your API key
-HINDSIGHT_API_LLM_API_KEY=sk-...
-```
-
-**Option 2: Export in shell**
-```bash
-export HINDSIGHT_API_LLM_API_KEY=sk-...
-export HINDSIGHT_API_LLM_MODEL=gpt-4o-mini
-```
-
-The `start.sh` script automatically loads `.env` if it exists and validates the API key is set.
--- a/docker/standalone/docker-compose.yml
+++ b/docker/standalone/docker-compose.yml
@ -1,25 +0,0 @@
-services:
-  hindsight:
-    image: hindsight
-    build:
-      context: ../..
-      dockerfile: docker/standalone/Dockerfile
-    env_file:
-      - ../../.env
-    ports:
-      - "9999:9999"
-      - "8888:8888"
-    environment:
-      # These override env_file values only when set in host shell
-      # Default values are applied only when not set in env_file or host
-      HINDSIGHT_API_HOST: ${HINDSIGHT_API_HOST:-0.0.0.0}
-      HINDSIGHT_API_PORT: ${HINDSIGHT_API_PORT:-8888}
-      HINDSIGHT_API_LOG_LEVEL: ${HINDSIGHT_API_LOG_LEVEL:-info}
-      # HINDSIGHT_API_DATABASE_URL can be set if you want to use an external database
-      # If not set, embedded pg0 will be used automatically
-    volumes:
-      - hindsight_data:/home/hindsight/.pg0
-    restart: unless-stopped
-
-volumes:
-  hindsight_data:
--- a/docker/start.sh
+++ b/docker/start.sh
@ -1,41 +0,0 @@
-#!/bin/bash
-# Start Hindsight (standalone all-in-one)
-
-cd "$(dirname "$0")"
-
-# Check for --build flag
-BUILD_FLAG=""
-if [[ "$1" == "--build" ]] || [[ "$1" == "-b" ]]; then
-  BUILD_FLAG="--build"
-  echo "🔨 Forcing rebuild of images..."
-  echo ""
-fi
-
-echo "🚀 Starting Hindsight..."
-echo ""
-
-# Load .env file from project root if it exists
-if [ -f ../.env ]; then
-  echo "📝 Loading environment variables from .env file..."
-  export $(grep -v '^#' ../.env | grep -v '^$' | xargs)
-fi
-
-# Check for required HINDSIGHT_API_LLM_API_KEY
-if [ -z "$HINDSIGHT_API_LLM_API_KEY" ]; then
-  echo "⚠️  Warning: HINDSIGHT_API_LLM_API_KEY is not set"
-  echo ""
-  echo "Set it by either:"
-  echo "  1. Creating a .env file in the project root with: HINDSIGHT_API_LLM_API_KEY=your-key"
-  echo "  2. Exporting: export HINDSIGHT_API_LLM_API_KEY=your-key"
-  echo ""
-  read -p "Continue anyway? (y/N) " -n 1 -r
-  echo
-  if [[ ! $REPLY =~ ^[Yy]$ ]]; then
-    exit 1
-  fi
-fi
-
-cd standalone
-
-# Run docker-compose with optional --build flag
-docker-compose up $BUILD_FLAG
--- a/hindsight-api/hindsight_api/api/init.py
+++ b/hindsight-api/hindsight_api/api/init.py
@ -67,8 +67,8 @@ def create_app(
            # Create MCP server with shared memory instance
            mcp_server = create_mcp_server(memory=memory)

-            # Mount at specified path using http_app (modern non-SSE alternative)
-            app.mount(mcp_mount_path, mcp_server.http_app())
+            # Mount at specified path using sse_app for compatibility with mcp-remote
+            app.mount(mcp_mount_path, mcp_server.sse_app())
            logger.info(f"MCP server enabled at {mcp_mount_path}")
        except ImportError as e:
            logger.error(f"MCP server requested but dependencies not available: {e}")
--- a/hindsight-cli/install.sh
+++ b/hindsight-cli/install.sh
@ -4,7 +4,7 @@ set -e
 # Hindsight CLI installer
 # Usage: curl -sSf https://your-domain.com/install.sh | sh

-REPO_URL="https://github.com/your-org/hindsight-cli"
+REPO_URL="https://github.com/vectorize-io/hindsight"
 INSTALL_DIR="${HINDSIGHT_INSTALL_DIR:-$HOME/.local/bin}"
 BINARY_NAME="hindsight"

@ -47,9 +47,9 @@ detect_platform() {
    case "$os" in
        Darwin)
            if [[ "$arch" == "arm64" ]] || [[ "$arch" == "aarch64" ]]; then
-                echo "macos-arm64"
+                echo "darwin-arm64"
            elif [[ "$arch" == "x86_64" ]]; then
-                echo "macos-x86_64"
+                echo "darwin-amd64"
            else
                print_error "Unsupported macOS architecture: $arch"
                exit 1
@ -57,7 +57,7 @@ detect_platform() {
            ;;
        Linux)
            if [[ "$arch" == "x86_64" ]]; then
-                echo "linux-x86_64"
+                echo "linux-amd64"
            elif [[ "$arch" == "aarch64" ]] || [[ "$arch" == "arm64" ]]; then
                echo "linux-arm64"
            else
@ -78,14 +78,14 @@ download_binary() {
    local download_url="${REPO_URL}/releases/latest/download/hindsight-${platform}"
    local tmp_file="/tmp/hindsight-$$"

-    print_info "Downloading Hindsight CLI for $platform..."
+    print_info "Downloading Hindsight CLI for $platform..." >&2

    if command -v curl > /dev/null 2>&1; then
        curl -fsSL "$download_url" -o "$tmp_file"
    elif command -v wget > /dev/null 2>&1; then
        wget -q "$download_url" -O "$tmp_file"
    else
-        print_error "Neither curl nor wget found. Please install one of them."
+        print_error "Neither curl nor wget found. Please install one of them." >&2
        exit 1
    fi

--- a/hindsight-control-plane/package-lock.json
+++ b/hindsight-control-plane/package-lock.json
@ -1,12 +1,12 @@
 {
  "name": "hindsight-control-plane",
-  "version": "0.0.12",
+  "version": "0.0.16",
  "lockfileVersion": 3,
  "requires": true,
  "packages": {
    "": {
      "name": "hindsight-control-plane",
-      "version": "0.0.12",
+      "version": "0.0.16",
      "license": "ISC",
      "dependencies": {
        "@radix-ui/react-checkbox": "^1.3.3",
@ -36,6 +36,7 @@
        "react-cytoscape": "^1.0.6",
        "react-dom": "^19.2.0",
        "react18-json-view": "^0.2.9",
+        "recharts": "^3.5.1",
        "tailwind-merge": "^3.4.0",
        "tailwindcss": "^4.1.17",
        "tailwindcss-animate": "^1.0.7",
@ -44,7 +45,7 @@
    },
    "../hindsight-clients/typescript": {
      "name": "@vectorize-io/hindsight-client",
-      "version": "0.0.12",
+      "version": "0.0.16",
      "license": "MIT",
      "devDependencies": {
        "@hey-api/openapi-ts": "^0.88.0",
@ -4309,6 +4310,111 @@
        "node": ">= 10"
      }
    },
+    "node_modules/@next/swc-darwin-x64": {
+      "version": "16.0.1",
+      "resolved": "https://registry.npmjs.org/@next/swc-darwin-x64/-/swc-darwin-x64-16.0.1.tgz",
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+      "cpu": [
+        "x64"
+      ],
+      "optional": true,
+      "os": [
+        "darwin"
+      ],
+      "engines": {
+        "node": ">= 10"
+      }
+    },
+    "node_modules/@next/swc-linux-arm64-gnu": {
+      "version": "16.0.1",
+      "resolved": "https://registry.npmjs.org/@next/swc-linux-arm64-gnu/-/swc-linux-arm64-gnu-16.0.1.tgz",
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+      "cpu": [
+        "arm64"
+      ],
+      "optional": true,
+      "os": [
+        "linux"
+      ],
+      "engines": {
+        "node": ">= 10"
+      }
+    },
+    "node_modules/@next/swc-linux-arm64-musl": {
+      "version": "16.0.1",
+      "resolved": "https://registry.npmjs.org/@next/swc-linux-arm64-musl/-/swc-linux-arm64-musl-16.0.1.tgz",
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+      "cpu": [
+        "arm64"
+      ],
+      "optional": true,
+      "os": [
+        "linux"
+      ],
+      "engines": {
+        "node": ">= 10"
+      }
+    },
+    "node_modules/@next/swc-linux-x64-gnu": {
+      "version": "16.0.1",
+      "resolved": "https://registry.npmjs.org/@next/swc-linux-x64-gnu/-/swc-linux-x64-gnu-16.0.1.tgz",
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+      "cpu": [
+        "x64"
+      ],
+      "optional": true,
+      "os": [
+        "linux"
+      ],
+      "engines": {
+        "node": ">= 10"
+      }
+    },
+    "node_modules/@next/swc-linux-x64-musl": {
+      "version": "16.0.1",
+      "resolved": "https://registry.npmjs.org/@next/swc-linux-x64-musl/-/swc-linux-x64-musl-16.0.1.tgz",
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+      "cpu": [
+        "x64"
+      ],
+      "optional": true,
+      "os": [
+        "linux"
+      ],
+      "engines": {
+        "node": ">= 10"
+      }
+    },
+    "node_modules/@next/swc-win32-arm64-msvc": {
+      "version": "16.0.1",
+      "resolved": "https://registry.npmjs.org/@next/swc-win32-arm64-msvc/-/swc-win32-arm64-msvc-16.0.1.tgz",
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+      "cpu": [
+        "arm64"
+      ],
+      "optional": true,
+      "os": [
+        "win32"
+      ],
+      "engines": {
+        "node": ">= 10"
+      }
+    },
+    "node_modules/@next/swc-win32-x64-msvc": {
+      "version": "16.0.1",
+      "resolved": "https://registry.npmjs.org/@next/swc-win32-x64-msvc/-/swc-win32-x64-msvc-16.0.1.tgz",
+      "integrity": "sha512-XeEUJsE4JYtfrXe/LaJn3z1pD19fK0Q6Er8Qoufi+HqvdO4LEPyCxLUt4rxA+4RfYo6S9gMlmzCMU2F+AatFqQ==",
+      "cpu": [
+        "x64"
+      ],
+      "optional": true,
+      "os": [
+        "win32"
+      ],
+      "engines": {
+        "node": ">= 10"
+      }
+    },
    "node_modules/@nodelib/fs.scandir": {
      "version": "2.1.5",
      "license": "MIT",
@ -5089,10 +5195,58 @@
      "version": "1.1.1",
      "license": "MIT"
    },
+    "node_modules/@reduxjs/toolkit": {
+      "version": "2.11.0",
+      "resolved": "https://registry.npmjs.org/@reduxjs/toolkit/-/toolkit-2.11.0.tgz",
+      "integrity": "sha512-hBjYg0aaRL1O2Z0IqWhnTLytnjDIxekmRxm1snsHjHaKVmIF1HiImWqsq+PuEbn6zdMlkIj9WofK1vR8jjx+Xw==",
+      "license": "MIT",
+      "dependencies": {
+        "@standard-schema/spec": "^1.0.0",
+        "@standard-schema/utils": "^0.3.0",
+        "immer": "^11.0.0",
+        "redux": "^5.0.1",
+        "redux-thunk": "^3.1.0",
+        "reselect": "^5.1.0"
+      },
+      "peerDependencies": {
+        "react": "^16.9.0 || ^17.0.0 || ^18 || ^19",
+        "react-redux": "^7.2.1 || ^8.1.3 || ^9.0.0"
+      },
+      "peerDependenciesMeta": {
+        "react": {
+          "optional": true
+        },
+        "react-redux": {
+          "optional": true
+        }
+      }
+    },
+    "node_modules/@reduxjs/toolkit/node_modules/immer": {
+      "version": "11.0.1",
+      "resolved": "https://registry.npmjs.org/immer/-/immer-11.0.1.tgz",
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+      "license": "MIT",
+      "funding": {
+        "type": "opencollective",
+        "url": "https://opencollective.com/immer"
+      }
+    },
    "node_modules/@rtsao/scc": {
      "version": "1.1.0",
      "license": "MIT"
    },
+    "node_modules/@standard-schema/spec": {
+      "version": "1.0.0",
+      "resolved": "https://registry.npmjs.org/@standard-schema/spec/-/spec-1.0.0.tgz",
+      "integrity": "sha512-m2bOd0f2RT9k8QJx1JN85cZYyH1RqFBdlwtkSlf4tBDYLCiiZnv1fIIwacK6cqwXavOydf0NPToMQgpKq+dVlA==",
+      "license": "MIT"
+    },
+    "node_modules/@standard-schema/utils": {
+      "version": "0.3.0",
+      "resolved": "https://registry.npmjs.org/@standard-schema/utils/-/utils-0.3.0.tgz",
+      "integrity": "sha512-e7Mew686owMaPJVNNLs55PUvgz371nKgwsc4vxE49zsODpJEnxgxRo2y/OKrqueavXgZNMDVj3DdHFlaSAeU8g==",
+      "license": "MIT"
+    },
    "node_modules/@swc/helpers": {
      "version": "0.5.15",
      "license": "Apache-2.0",
@ -5159,6 +5313,69 @@
        "tailwindcss": "4.1.17"
      }
    },
+    "node_modules/@types/d3-array": {
+      "version": "3.2.2",
+      "resolved": "https://registry.npmjs.org/@types/d3-array/-/d3-array-3.2.2.tgz",
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+      "license": "MIT"
+    },
+    "node_modules/@types/d3-color": {
+      "version": "3.1.3",
+      "resolved": "https://registry.npmjs.org/@types/d3-color/-/d3-color-3.1.3.tgz",
+      "integrity": "sha512-iO90scth9WAbmgv7ogoq57O9YpKmFBbmoEoCHDB2xMBY0+/KVrqAaCDyCE16dUspeOvIxFFRI+0sEtqDqy2b4A==",
+      "license": "MIT"
+    },
+    "node_modules/@types/d3-ease": {
+      "version": "3.0.2",
+      "resolved": "https://registry.npmjs.org/@types/d3-ease/-/d3-ease-3.0.2.tgz",
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+      "license": "MIT"
+    },
+    "node_modules/@types/d3-interpolate": {
+      "version": "3.0.4",
+      "resolved": "https://registry.npmjs.org/@types/d3-interpolate/-/d3-interpolate-3.0.4.tgz",
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+      "license": "MIT",
+      "dependencies": {
+        "@types/d3-color": "*"
+      }
+    },
+    "node_modules/@types/d3-path": {
+      "version": "3.1.1",
+      "resolved": "https://registry.npmjs.org/@types/d3-path/-/d3-path-3.1.1.tgz",
+      "integrity": "sha512-VMZBYyQvbGmWyWVea0EHs/BwLgxc+MKi1zLDCONksozI4YJMcTt8ZEuIR4Sb1MMTE8MMW49v0IwI5+b7RmfWlg==",
+      "license": "MIT"
+    },
+    "node_modules/@types/d3-scale": {
+      "version": "4.0.9",
+      "resolved": "https://registry.npmjs.org/@types/d3-scale/-/d3-scale-4.0.9.tgz",
+      "integrity": "sha512-dLmtwB8zkAeO/juAMfnV+sItKjlsw2lKdZVVy6LRr0cBmegxSABiLEpGVmSJJ8O08i4+sGR6qQtb6WtuwJdvVw==",
+      "license": "MIT",
+      "dependencies": {
+        "@types/d3-time": "*"
+      }
+    },
+    "node_modules/@types/d3-shape": {
+      "version": "3.1.7",
+      "resolved": "https://registry.npmjs.org/@types/d3-shape/-/d3-shape-3.1.7.tgz",
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+      "license": "MIT",
+      "dependencies": {
+        "@types/d3-path": "*"
+      }
+    },
+    "node_modules/@types/d3-time": {
+      "version": "3.0.4",
+      "resolved": "https://registry.npmjs.org/@types/d3-time/-/d3-time-3.0.4.tgz",
+      "integrity": "sha512-yuzZug1nkAAaBlBBikKZTgzCeA+k1uy4ZFwWANOfKw5z5LRhV0gNA7gNkKm7HoK+HRN0wX3EkxGk0fpbWhmB7g==",
+      "license": "MIT"
+    },
+    "node_modules/@types/d3-timer": {
+      "version": "3.0.2",
+      "resolved": "https://registry.npmjs.org/@types/d3-timer/-/d3-timer-3.0.2.tgz",
+      "integrity": "sha512-Ps3T8E8dZDam6fUyNiMkekK3XUsaUEik+idO9/YjPtfj2qruF8tFBXS7XhtE4iIXBLxhmLjP3SXpLhVf21I9Lw==",
+      "license": "MIT"
+    },
    "node_modules/@types/estree": {
      "version": "1.0.8",
      "license": "MIT"
@ -5196,6 +5413,12 @@
      "version": "4.2.5",
      "license": "MIT"
    },
+    "node_modules/@types/use-sync-external-store": {
+      "version": "0.0.6",
+      "resolved": "https://registry.npmjs.org/@types/use-sync-external-store/-/use-sync-external-store-0.0.6.tgz",
+      "integrity": "sha512-zFDAD+tlpf2r4asuHEj0XH6pY6i0g5NeAHPn+15wk3BV6JA69eERFXC1gyGThDkVa1zCyKr5jox1+2LbV/AMLg==",
+      "license": "MIT"
+    },
    "node_modules/@typescript-eslint/eslint-plugin": {
      "version": "8.46.3",
      "license": "MIT",
@ -6010,6 +6233,27 @@
        "cytoscape": "^3.2.22"
      }
    },
+    "node_modules/d3-array": {
+      "version": "3.2.4",
+      "resolved": "https://registry.npmjs.org/d3-array/-/d3-array-3.2.4.tgz",
+      "integrity": "sha512-tdQAmyA18i4J7wprpYq8ClcxZy3SC31QMeByyCFyRt7BVHdREQZ5lpzoe5mFEYZUWe+oq8HBvk9JjpibyEV4Jg==",
+      "license": "ISC",
+      "dependencies": {
+        "internmap": "1 - 2"
+      },
+      "engines": {
+        "node": ">=12"
+      }
+    },
+    "node_modules/d3-color": {
+      "version": "3.1.0",
+      "resolved": "https://registry.npmjs.org/d3-color/-/d3-color-3.1.0.tgz",
+      "integrity": "sha512-zg/chbXyeBtMQ1LbD/WSoW2DpC3I0mpmPdW+ynRTj/x2DAWYrIY7qeZIHidozwV24m4iavr15lNwIwLxRmOxhA==",
+      "license": "ISC",
+      "engines": {
+        "node": ">=12"
+      }
+    },
    "node_modules/d3-dispatch": {
      "version": "1.0.6",
      "license": "BSD-3-Clause"
@ -6022,10 +6266,56 @@
        "d3-selection": "1"
      }
    },
+    "node_modules/d3-ease": {
+      "version": "3.0.1",
+      "resolved": "https://registry.npmjs.org/d3-ease/-/d3-ease-3.0.1.tgz",
+      "integrity": "sha512-wR/XK3D3XcLIZwpbvQwQ5fK+8Ykds1ip7A2Txe0yxncXSdq1L9skcG7blcedkOX+ZcgxGAmLX1FrRGbADwzi0w==",
+      "license": "BSD-3-Clause",
+      "engines": {
+        "node": ">=12"
+      }
+    },
+    "node_modules/d3-format": {
+      "version": "3.1.0",
+      "resolved": "https://registry.npmjs.org/d3-format/-/d3-format-3.1.0.tgz",
+      "integrity": "sha512-YyUI6AEuY/Wpt8KWLgZHsIU86atmikuoOmCfommt0LYHiQSPjvX2AcFc38PX0CBpr2RCyZhjex+NS/LPOv6YqA==",
+      "license": "ISC",
+      "engines": {
+        "node": ">=12"
+      }
+    },
+    "node_modules/d3-interpolate": {
+      "version": "3.0.1",
+      "resolved": "https://registry.npmjs.org/d3-interpolate/-/d3-interpolate-3.0.1.tgz",
+      "integrity": "sha512-3bYs1rOD33uo8aqJfKP3JWPAibgw8Zm2+L9vBKEHJ2Rg+viTR7o5Mmv5mZcieN+FRYaAOWX5SJATX6k1PWz72g==",
+      "license": "ISC",
+      "dependencies": {
+        "d3-color": "1 - 3"
+      },
+      "engines": {
+        "node": ">=12"
+      }
+    },
    "node_modules/d3-path": {
      "version": "1.0.9",
      "license": "BSD-3-Clause"
    },
+    "node_modules/d3-scale": {
+      "version": "4.0.2",
+      "resolved": "https://registry.npmjs.org/d3-scale/-/d3-scale-4.0.2.tgz",
+      "integrity": "sha512-GZW464g1SH7ag3Y7hXjf8RoUuAFIqklOAq3MRl4OaWabTFJY9PN/E1YklhXLh+OQ3fM9yS2nOkCoS+WLZ6kvxQ==",
+      "license": "ISC",
+      "dependencies": {
+        "d3-array": "2.10.0 - 3",
+        "d3-format": "1 - 3",
+        "d3-interpolate": "1.2.0 - 3",
+        "d3-time": "2.1.1 - 3",
+        "d3-time-format": "2 - 4"
+      },
+      "engines": {
+        "node": ">=12"
+      }
+    },
    "node_modules/d3-selection": {
      "version": "1.4.2",
      "license": "BSD-3-Clause"
@ -6037,6 +6327,30 @@
        "d3-path": "1"
      }
    },
+    "node_modules/d3-time": {
+      "version": "3.1.0",
+      "resolved": "https://registry.npmjs.org/d3-time/-/d3-time-3.1.0.tgz",
+      "integrity": "sha512-VqKjzBLejbSMT4IgbmVgDjpkYrNWUYJnbCGo874u7MMKIWsILRX+OpX/gTk8MqjpT1A/c6HY2dCA77ZN0lkQ2Q==",
+      "license": "ISC",
+      "dependencies": {
+        "d3-array": "2 - 3"
+      },
+      "engines": {
+        "node": ">=12"
+      }
+    },
+    "node_modules/d3-time-format": {
+      "version": "4.1.0",
+      "resolved": "https://registry.npmjs.org/d3-time-format/-/d3-time-format-4.1.0.tgz",
+      "integrity": "sha512-dJxPBlzC7NugB2PDLwo9Q8JiTR3M3e4/XANkreKSUxF8vvXKqm1Yfq4Q5dl8budlunRVlUUaDUgFt7eA8D6NLg==",
+      "license": "ISC",
+      "dependencies": {
+        "d3-time": "1 - 3"
+      },
+      "engines": {
+        "node": ">=12"
+      }
+    },
    "node_modules/d3-timer": {
      "version": "1.0.10",
      "license": "BSD-3-Clause"
@ -6117,6 +6431,12 @@
        }
      }
    },
+    "node_modules/decimal.js-light": {
+      "version": "2.5.1",
+      "resolved": "https://registry.npmjs.org/decimal.js-light/-/decimal.js-light-2.5.1.tgz",
+      "integrity": "sha512-qIMFpTMZmny+MMIitAB6D7iVPEorVw6YQRWkvarTkT4tBeSLLiHzcwj6q0MmYSFCiVpiqPJTJEYIrpcPzVEIvg==",
+      "license": "MIT"
+    },
    "node_modules/deep-is": {
      "version": "0.1.4",
      "license": "MIT"
@ -6356,6 +6676,16 @@
        "url": "https://github.com/sponsors/ljharb"
      }
    },
+    "node_modules/es-toolkit": {
+      "version": "1.42.0",
+      "resolved": "https://registry.npmjs.org/es-toolkit/-/es-toolkit-1.42.0.tgz",
+      "integrity": "sha512-SLHIyY7VfDJBM8clz4+T2oquwTQxEzu263AyhVK4jREOAwJ+8eebaa4wM3nlvnAqhDrMm2EsA6hWHaQsMPQ1nA==",
+      "license": "MIT",
+      "workspaces": [
+        "docs",
+        "benchmarks"
+      ]
+    },
    "node_modules/escalade": {
      "version": "3.2.0",
      "license": "MIT",
@ -6748,6 +7078,12 @@
        "node": ">=0.10.0"
      }
    },
+    "node_modules/eventemitter3": {
+      "version": "5.0.1",
+      "resolved": "https://registry.npmjs.org/eventemitter3/-/eventemitter3-5.0.1.tgz",
+      "integrity": "sha512-GWkBvjiSZK87ELrYOSESUYeVIc9mvLLf/nXalMOS5dYrgZq9o5OVkbZAVM06CVxYsCwH9BDZFPlQTlPA1j4ahA==",
+      "license": "MIT"
+    },
    "node_modules/fast-deep-equal": {
      "version": "3.1.3",
      "license": "MIT"
@ -7140,6 +7476,16 @@
        "node": ">= 4"
      }
    },
+    "node_modules/immer": {
+      "version": "10.2.0",
+      "resolved": "https://registry.npmjs.org/immer/-/immer-10.2.0.tgz",
+      "integrity": "sha512-d/+XTN3zfODyjr89gM3mPq1WNX2B8pYsu7eORitdwyA2sBubnTl3laYlBk4sXY5FUa5qTZGBDPJICVbvqzjlbw==",
+      "license": "MIT",
+      "funding": {
+        "type": "opencollective",
+        "url": "https://opencollective.com/immer"
+      }
+    },
    "node_modules/import-fresh": {
      "version": "3.3.1",
      "license": "MIT",
@ -7173,6 +7519,15 @@
        "node": ">= 0.4"
      }
    },
+    "node_modules/internmap": {
+      "version": "2.0.3",
+      "resolved": "https://registry.npmjs.org/internmap/-/internmap-2.0.3.tgz",
+      "integrity": "sha512-5Hh7Y1wQbvY5ooGgPbDaL5iYLAPzMTUrjMulskHLH6wnv/A+1q5rgEaiuqEjB+oxGXIVZs1FF+R/KPN3ZSQYYg==",
+      "license": "ISC",
+      "engines": {
+        "node": ">=12"
+      }
+    },
    "node_modules/is-array-buffer": {
      "version": "3.0.5",
      "license": "MIT",
@ -8206,6 +8561,29 @@
      "version": "16.13.1",
      "license": "MIT"
    },
+    "node_modules/react-redux": {
+      "version": "9.2.0",
+      "resolved": "https://registry.npmjs.org/react-redux/-/react-redux-9.2.0.tgz",
+      "integrity": "sha512-ROY9fvHhwOD9ySfrF0wmvu//bKCQ6AeZZq1nJNtbDC+kk5DuSuNX/n6YWYF/SYy7bSba4D4FSz8DJeKY/S/r+g==",
+      "license": "MIT",
+      "dependencies": {
+        "@types/use-sync-external-store": "^0.0.6",
+        "use-sync-external-store": "^1.4.0"
+      },
+      "peerDependencies": {
+        "@types/react": "^18.2.25 || ^19",
+        "react": "^18.0 || ^19",
+        "redux": "^5.0.0"
+      },
+      "peerDependenciesMeta": {
+        "@types/react": {
+          "optional": true
+        },
+        "redux": {
+          "optional": true
+        }
+      }
+    },
    "node_modules/react-remove-scroll": {
      "version": "2.7.2",
      "license": "MIT",
@ -8279,6 +8657,51 @@
        "react": ">=16.8.0"
      }
    },
+    "node_modules/recharts": {
+      "version": "3.5.1",
+      "resolved": "https://registry.npmjs.org/recharts/-/recharts-3.5.1.tgz",
+      "integrity": "sha512-+v+HJojK7gnEgG6h+b2u7k8HH7FhyFUzAc4+cPrsjL4Otdgqr/ecXzAnHciqlzV1ko064eNcsdzrYOM78kankA==",
+      "license": "MIT",
+      "workspaces": [
+        "www"
+      ],
+      "dependencies": {
+        "@reduxjs/toolkit": "1.x.x || 2.x.x",
+        "clsx": "^2.1.1",
+        "decimal.js-light": "^2.5.1",
+        "es-toolkit": "^1.39.3",
+        "eventemitter3": "^5.0.1",
+        "immer": "^10.1.1",
+        "react-redux": "8.x.x || 9.x.x",
+        "reselect": "5.1.1",
+        "tiny-invariant": "^1.3.3",
+        "use-sync-external-store": "^1.2.2",
+        "victory-vendor": "^37.0.2"
+      },
+      "engines": {
+        "node": ">=18"
+      },
+      "peerDependencies": {
+        "react": "^16.8.0 || ^17.0.0 || ^18.0.0 || ^19.0.0",
+        "react-dom": "^16.0.0 || ^17.0.0 || ^18.0.0 || ^19.0.0",
+        "react-is": "^16.8.0 || ^17.0.0 || ^18.0.0 || ^19.0.0"
+      }
+    },
+    "node_modules/redux": {
+      "version": "5.0.1",
+      "resolved": "https://registry.npmjs.org/redux/-/redux-5.0.1.tgz",
+      "integrity": "sha512-M9/ELqF6fy8FwmkpnF0S3YKOqMyoWJ4+CS5Efg2ct3oY9daQvd/Pc71FpGZsVsbl3Cpb+IIcjBDUnnyBdQbq4w==",
+      "license": "MIT"
+    },
+    "node_modules/redux-thunk": {
+      "version": "3.1.0",
+      "resolved": "https://registry.npmjs.org/redux-thunk/-/redux-thunk-3.1.0.tgz",
+      "integrity": "sha512-NW2r5T6ksUKXCabzhL9z+h206HQw/NJkcLm1GPImRQ8IzfXwRGqjVhKJGauHirT0DAuyy6hjdnMZaRoAcy0Klw==",
+      "license": "MIT",
+      "peerDependencies": {
+        "redux": "^5.0.0"
+      }
+    },
    "node_modules/reflect.getprototypeof": {
      "version": "1.0.10",
      "license": "MIT",
@ -8317,6 +8740,12 @@
        "url": "https://github.com/sponsors/ljharb"
      }
    },
+    "node_modules/reselect": {
+      "version": "5.1.1",
+      "resolved": "https://registry.npmjs.org/reselect/-/reselect-5.1.1.tgz",
+      "integrity": "sha512-K/BG6eIky/SBpzfHZv/dd+9JBFiS4SWV7FIujVyJRux6e45+73RaUHXLmIR1f7WOMaQ0U1km6qwklRQxpJJY0w==",
+      "license": "MIT"
+    },
    "node_modules/resolve": {
      "version": "1.22.11",
      "license": "MIT",
@ -8871,6 +9300,12 @@
        "url": "https://opencollective.com/webpack"
      }
    },
+    "node_modules/tiny-invariant": {
+      "version": "1.3.3",
+      "resolved": "https://registry.npmjs.org/tiny-invariant/-/tiny-invariant-1.3.3.tgz",
+      "integrity": "sha512-+FbBPE1o9QAYvviau/qC5SE3caw21q3xkvWKBtja5vgqOWIHHJ3ioaq1VPfn/Szqctz2bU/oYeKd9/z5BL+PVg==",
+      "license": "MIT"
+    },
    "node_modules/tinyglobby": {
      "version": "0.2.15",
      "license": "MIT",
@ -9202,6 +9637,67 @@
        }
      }
    },
+    "node_modules/use-sync-external-store": {
+      "version": "1.6.0",
+      "resolved": "https://registry.npmjs.org/use-sync-external-store/-/use-sync-external-store-1.6.0.tgz",
+      "integrity": "sha512-Pp6GSwGP/NrPIrxVFAIkOQeyw8lFenOHijQWkUTrDvrF4ALqylP2C/KCkeS9dpUM3KvYRQhna5vt7IL95+ZQ9w==",
+      "license": "MIT",
+      "peerDependencies": {
+        "react": "^16.8.0 || ^17.0.0 || ^18.0.0 || ^19.0.0"
+      }
+    },
+    "node_modules/victory-vendor": {
+      "version": "37.3.6",
+      "resolved": "https://registry.npmjs.org/victory-vendor/-/victory-vendor-37.3.6.tgz",
+      "integrity": "sha512-SbPDPdDBYp+5MJHhBCAyI7wKM3d5ivekigc2Dk2s7pgbZ9wIgIBYGVw4zGHBml/qTFbexrofXW6Gu4noGxrOwQ==",
+      "license": "MIT AND ISC",
+      "dependencies": {
+        "@types/d3-array": "^3.0.3",
+        "@types/d3-ease": "^3.0.0",
+        "@types/d3-interpolate": "^3.0.1",
+        "@types/d3-scale": "^4.0.2",
+        "@types/d3-shape": "^3.1.0",
+        "@types/d3-time": "^3.0.0",
+        "@types/d3-timer": "^3.0.0",
+        "d3-array": "^3.1.6",
+        "d3-ease": "^3.0.1",
+        "d3-interpolate": "^3.0.1",
+        "d3-scale": "^4.0.2",
+        "d3-shape": "^3.1.0",
+        "d3-time": "^3.0.0",
+        "d3-timer": "^3.0.1"
+      }
+    },
+    "node_modules/victory-vendor/node_modules/d3-path": {
+      "version": "3.1.0",
+      "resolved": "https://registry.npmjs.org/d3-path/-/d3-path-3.1.0.tgz",
+      "integrity": "sha512-p3KP5HCf/bvjBSSKuXid6Zqijx7wIfNW+J/maPs+iwR35at5JCbLUT0LzF1cnjbCHWhqzQTIN2Jpe8pRebIEFQ==",
+      "license": "ISC",
+      "engines": {
+        "node": ">=12"
+      }
+    },
+    "node_modules/victory-vendor/node_modules/d3-shape": {
+      "version": "3.2.0",
+      "resolved": "https://registry.npmjs.org/d3-shape/-/d3-shape-3.2.0.tgz",
+      "integrity": "sha512-SaLBuwGm3MOViRq2ABk3eLoxwZELpH6zhl3FbAoJ7Vm1gofKx6El1Ib5z23NUEhF9AsGl7y+dzLe5Cw2AArGTA==",
+      "license": "ISC",
+      "dependencies": {
+        "d3-path": "^3.1.0"
+      },
+      "engines": {
+        "node": ">=12"
+      }
+    },
+    "node_modules/victory-vendor/node_modules/d3-timer": {
+      "version": "3.0.1",
+      "resolved": "https://registry.npmjs.org/d3-timer/-/d3-timer-3.0.1.tgz",
+      "integrity": "sha512-ndfJ/JxxMd3nw31uyKoY2naivF+r29V+Lc0svZxe1JvvIRmi8hUsrMvdOwgS1o6uBHmiz91geQ0ylPP0aj1VUA==",
+      "license": "ISC",
+      "engines": {
+        "node": ">=12"
+      }
+    },
    "node_modules/webcola": {
      "version": "3.4.0",
      "license": "MIT",
--- a/hindsight-control-plane/package.json
+++ b/hindsight-control-plane/package.json
@ -13,7 +13,6 @@
  "license": "ISC",
  "description": "Control plane for Hindsight - Semantic memory system",
  "dependencies": {
-    "@vectorize-io/hindsight-client": "file:../hindsight-clients/typescript",
    "@radix-ui/react-checkbox": "^1.3.3",
    "@radix-ui/react-dialog": "^1.1.15",
    "@radix-ui/react-label": "^2.1.8",
@ -25,6 +24,7 @@
    "@types/node": "^24.10.0",
    "@types/react": "^19.2.2",
    "@types/react-dom": "^19.2.2",
+    "@vectorize-io/hindsight-client": "file:../hindsight-clients/typescript",
    "autoprefixer": "^10.4.21",
    "class-variance-authority": "^0.7.1",
    "clsx": "^2.1.1",
@ -40,6 +40,7 @@
    "react-cytoscape": "^1.0.6",
    "react-dom": "^19.2.0",
    "react18-json-view": "^0.2.9",
+    "recharts": "^3.5.1",
    "tailwind-merge": "^3.4.0",
    "tailwindcss": "^4.1.17",
    "tailwindcss-animate": "^1.0.7",
--- a/hindsight-control-plane/src/app/banks/[bankId]/page.tsx
+++ b/hindsight-control-plane/src/app/banks/[bankId]/page.tsx
@ -9,11 +9,10 @@ import { DocumentsView } from '@/components/documents-view';
 import { EntitiesView } from '@/components/entities-view';
 import { ThinkView } from '@/components/think-view';
 import { SearchDebugView } from '@/components/search-debug-view';
-import { StatsView } from '@/components/stats-view';
 import { BankProfileView } from '@/components/bank-profile-view';
 import { useBank } from '@/lib/bank-context';

-type NavItem = 'recall' | 'reflect' | 'data' | 'documents' | 'entities' | 'profile' | 'stats';
+type NavItem = 'recall' | 'reflect' | 'data' | 'documents' | 'entities' | 'profile';
 type DataSubTab = 'world' | 'bank' | 'opinion';

 export default function BankPage() {
@ -23,7 +22,7 @@ export default function BankPage() {
  const { currentBank, setCurrentBank } = useBank();

  const bankId = params.bankId as string;
-  const view = (searchParams.get('view') || 'data') as NavItem;
+  const view = (searchParams.get('view') || 'profile') as NavItem;
  const subTab = (searchParams.get('subTab') || 'world') as DataSubTab;

  // Sync URL bank with context
@ -164,17 +163,6 @@ export default function BankPage() {
                <EntitiesView />
              </div>
            )}
-
-            {/* Stats Tab (Stats & Operations) */}
-            {view === 'stats' && (
-              <div>
-                <h1 className="text-3xl font-bold mb-2 text-foreground">Statistics & Operations</h1>
-                <p className="text-muted-foreground mb-6">
-                  View detailed statistics and async operations for this memory bank.
-                </p>
-                <StatsView />
-              </div>
-            )}
          </div>
        </main>
      </div>
--- a/hindsight-control-plane/src/components/bank-profile-view.tsx
+++ b/hindsight-control-plane/src/components/bank-profile-view.tsx
@ -7,7 +7,9 @@ import { Button } from '@/components/ui/button';
 import { Input } from '@/components/ui/input';
 import { Textarea } from '@/components/ui/textarea';
 import { Card, CardContent, CardDescription, CardHeader, CardTitle } from '@/components/ui/card';
-import { RefreshCw, Save, User, Brain, FileText, Clock } from 'lucide-react';
+import { Table, TableBody, TableCell, TableHead, TableHeader, TableRow } from '@/components/ui/table';
+import { RefreshCw, Save, User, Brain, FileText, Clock, AlertCircle, CheckCircle, Database, Link2, FolderOpen, Activity } from 'lucide-react';
+import { RadarChart, PolarGrid, PolarAngleAxis, PolarRadiusAxis, Radar, ResponsiveContainer, Tooltip } from 'recharts';

 interface PersonalityTraits {
  openness: number;
@ -44,81 +46,155 @@ interface BankStats {
  failed_operations: number;
 }

-const TRAIT_LABELS: Record<keyof PersonalityTraits, { label: string; description: string; lowLabel: string; highLabel: string }> = {
+interface Operation {
+  id: string;
+  task_type: string;
+  items_count: number;
+  document_id?: string;
+  created_at: string;
+  status: string;
+  error_message?: string;
+}
+
+const TRAIT_LABELS: Record<keyof PersonalityTraits, { label: string; shortLabel: string; description: string; lowLabel: string; highLabel: string }> = {
  openness: {
    label: 'Openness',
+    shortLabel: 'O',
    description: 'Openness to experience - curiosity, creativity, and willingness to try new things',
    lowLabel: 'Practical',
    highLabel: 'Creative'
  },
  conscientiousness: {
    label: 'Conscientiousness',
+    shortLabel: 'C',
    description: 'Organization, dependability, and self-discipline',
    lowLabel: 'Flexible',
    highLabel: 'Organized'
  },
  extraversion: {
    label: 'Extraversion',
+    shortLabel: 'E',
    description: 'Sociability, assertiveness, and positive emotions',
    lowLabel: 'Reserved',
    highLabel: 'Outgoing'
  },
  agreeableness: {
    label: 'Agreeableness',
+    shortLabel: 'A',
    description: 'Cooperation, trust, and altruism',
    lowLabel: 'Skeptical',
    highLabel: 'Trusting'
  },
  neuroticism: {
    label: 'Neuroticism',
+    shortLabel: 'N',
    description: 'Emotional instability and tendency toward negative emotions',
    lowLabel: 'Calm',
    highLabel: 'Sensitive'
  },
  bias_strength: {
-    label: 'Personality Influence',
+    label: 'Influence',
+    shortLabel: 'I',
    description: 'How strongly personality traits influence opinions and responses',
    lowLabel: 'Neutral',
    highLabel: 'Strong'
  }
 };

-function PersonalitySlider({
-  trait,
-  value,
-  onChange,
-  disabled
-}: {
-  trait: keyof PersonalityTraits;
-  value: number;
-  onChange: (value: number) => void;
-  disabled?: boolean;
+function PersonalityRadarChart({ personality, editMode, editPersonality, onEditChange }: {
+  personality: PersonalityTraits;
+  editMode: boolean;
+  editPersonality: PersonalityTraits;
+  onEditChange: (trait: keyof PersonalityTraits, value: number) => void;
 }) {
-  const info = TRAIT_LABELS[trait];
-  const percentage = Math.round(value * 100);
+  const data = editMode ? editPersonality : personality;
+
+  const chartData = [
+    { trait: 'Openness', value: Math.round(data.openness * 100), fullMark: 100 },
+    { trait: 'Conscientiousness', value: Math.round(data.conscientiousness * 100), fullMark: 100 },
+    { trait: 'Extraversion', value: Math.round(data.extraversion * 100), fullMark: 100 },
+    { trait: 'Agreeableness', value: Math.round(data.agreeableness * 100), fullMark: 100 },
+    { trait: 'Neuroticism', value: Math.round(data.neuroticism * 100), fullMark: 100 },
+  ];

  return (
-    <div className="space-y-2">
-      <div className="flex justify-between items-center">
-        <label className="text-sm font-medium text-foreground">{info.label}</label>
-        <span className="text-sm text-muted-foreground">{percentage}%</span>
+    <div className="space-y-4">
+      <div className="h-[280px] w-full">
+        <ResponsiveContainer width="100%" height="100%">
+          <RadarChart cx="50%" cy="50%" outerRadius="70%" data={chartData}>
+            <PolarGrid stroke="hsl(var(--border))" />
+            <PolarAngleAxis
+              dataKey="trait"
+              tick={{ fill: 'hsl(var(--muted-foreground))', fontSize: 11 }}
+            />
+            <PolarRadiusAxis
+              angle={90}
+              domain={[0, 100]}
+              tick={{ fill: 'hsl(var(--muted-foreground))', fontSize: 10 }}
+              tickCount={5}
+            />
+            <Radar
+              name="Personality"
+              dataKey="value"
+              stroke="hsl(var(--primary))"
+              fill="hsl(var(--primary))"
+              fillOpacity={0.3}
+              strokeWidth={2}
+            />
+            <Tooltip
+              contentStyle={{
+                backgroundColor: 'hsl(var(--card))',
+                border: '1px solid hsl(var(--border))',
+                borderRadius: '8px',
+                color: 'hsl(var(--foreground))'
+              }}
+              formatter={(value: number) => [`${value}%`, 'Score']}
+            />
+          </RadarChart>
+        </ResponsiveContainer>
      </div>
-      <div className="relative">
-        <input
-          type="range"
-          min="0"
-          max="100"
-          value={percentage}
-          onChange={(e) => onChange(parseInt(e.target.value) / 100)}
-          disabled={disabled}
-          className="w-full h-2 bg-muted rounded-lg appearance-none cursor-pointer accent-primary disabled:opacity-50 disabled:cursor-not-allowed"
-        />
-        <div className="flex justify-between text-xs text-muted-foreground mt-1">
-          <span>{info.lowLabel}</span>
-          <span>{info.highLabel}</span>
+
+      {editMode && (
+        <div className="grid grid-cols-2 gap-3">
+          {(Object.keys(TRAIT_LABELS) as Array<keyof PersonalityTraits>).filter(t => t !== 'bias_strength').map((trait) => (
+            <div key={trait} className="space-y-1">
+              <div className="flex justify-between items-center">
+                <label className="text-xs font-medium text-muted-foreground">{TRAIT_LABELS[trait].label}</label>
+                <span className="text-xs text-primary font-semibold">{Math.round(editPersonality[trait] * 100)}%</span>
+              </div>
+              <input
+                type="range"
+                min="0"
+                max="100"
+                value={Math.round(editPersonality[trait] * 100)}
+                onChange={(e) => onEditChange(trait, parseInt(e.target.value) / 100)}
+                className="w-full h-1.5 bg-muted rounded-lg appearance-none cursor-pointer accent-primary"
+              />
+            </div>
+          ))}
        </div>
+      )}
+
+      {/* Influence Strength - always shown */}
+      <div className="pt-3 border-t border-border">
+        <div className="flex justify-between items-center mb-2">
+          <div>
+            <label className="text-sm font-medium text-foreground">Personality Influence</label>
+            <p className="text-xs text-muted-foreground">How strongly traits affect responses</p>
+          </div>
+          <span className="text-sm font-bold text-primary">{Math.round(data.bias_strength * 100)}%</span>
+        </div>
+        {editMode && (
+          <input
+            type="range"
+            min="0"
+            max="100"
+            value={Math.round(editPersonality.bias_strength * 100)}
+            onChange={(e) => onEditChange('bias_strength', parseInt(e.target.value) / 100)}
+            className="w-full h-2 bg-muted rounded-lg appearance-none cursor-pointer accent-primary"
+          />
+        )}
      </div>
-      <p className="text-xs text-muted-foreground">{info.description}</p>
    </div>
  );
 }
@ -127,6 +203,7 @@ export function BankProfileView() {
  const { currentBank } = useBank();
  const [profile, setProfile] = useState<BankProfile | null>(null);
  const [stats, setStats] = useState<BankStats | null>(null);
+  const [operations, setOperations] = useState<Operation[]>([]);
  const [loading, setLoading] = useState(false);
  const [saving, setSaving] = useState(false);
  const [editMode, setEditMode] = useState(false);
@ -148,12 +225,14 @@ export function BankProfileView() {

    setLoading(true);
    try {
-      const [profileData, statsData] = await Promise.all([
+      const [profileData, statsData, opsData] = await Promise.all([
        client.getBankProfile(currentBank),
-        client.getBankStats(currentBank)
+        client.getBankStats(currentBank),
+        client.listOperations(currentBank)
      ]);
      setProfile(profileData);
      setStats(statsData as BankStats);
+      setOperations((opsData as any)?.operations || []);

      // Initialize edit state
      setEditName(profileData.name);
@ -199,6 +278,9 @@ export function BankProfileView() {
  useEffect(() => {
    if (currentBank) {
      loadData();
+      // Refresh operations every 5 seconds
+      const interval = setInterval(loadData, 5000);
+      return () => clearInterval(interval);
    }
  }, [currentBank]);

@ -230,22 +312,15 @@ export function BankProfileView() {
      <div className="flex justify-between items-center">
        <div>
          <h2 className="text-2xl font-bold text-foreground">{profile?.name || currentBank}</h2>
-          <p className="text-sm text-muted-foreground">Bank ID: {currentBank}</p>
+          <p className="text-sm text-muted-foreground font-mono">{currentBank}</p>
        </div>
        <div className="flex gap-2">
          {editMode ? (
            <>
-              <Button
-                onClick={handleCancel}
-                variant="outline"
-                disabled={saving}
-              >
+              <Button onClick={handleCancel} variant="outline" disabled={saving}>
                Cancel
              </Button>
-              <Button
-                onClick={handleSave}
-                disabled={saving}
-              >
+              <Button onClick={handleSave} disabled={saving}>
                {saving ? (
                  <>
                    <RefreshCw className="w-4 h-4 mr-2 animate-spin" />
@ -261,18 +336,11 @@ export function BankProfileView() {
            </>
          ) : (
            <>
-              <Button
-                onClick={loadData}
-                variant="outline"
-                size="sm"
-              >
+              <Button onClick={loadData} variant="outline" size="sm">
                <RefreshCw className="w-4 h-4 mr-2" />
                Refresh
              </Button>
-              <Button
-                onClick={() => setEditMode(true)}
-                size="sm"
-              >
+              <Button onClick={() => setEditMode(true)} size="sm">
                Edit Profile
              </Button>
            </>
@ -280,133 +348,245 @@ export function BankProfileView() {
        </div>
      </div>

-      {/* Stats Overview */}
+      {/* Stats Overview - Compact cards */}
      {stats && (
-        <Card>
-          <CardHeader>
-            <CardTitle className="flex items-center gap-2">
-              <Brain className="w-5 h-5" />
-              Memory Overview
-            </CardTitle>
-            <CardDescription>Summary of stored memories and connections</CardDescription>
-          </CardHeader>
-          <CardContent>
-            <div className="grid grid-cols-2 md:grid-cols-4 gap-4">
-              <div className="bg-muted/50 border border-border rounded-lg p-4 text-center">
-                <div className="text-xs text-muted-foreground font-semibold uppercase tracking-wide mb-1">Total Memories</div>
-                <div className="text-2xl font-bold text-foreground">{stats.total_nodes}</div>
+        <div className="grid grid-cols-2 md:grid-cols-4 gap-4">
+          <Card className="bg-gradient-to-br from-blue-500/10 to-blue-600/5 border-blue-500/20">
+            <CardContent className="p-4">
+              <div className="flex items-center gap-3">
+                <div className="p-2 rounded-lg bg-blue-500/20">
+                  <Database className="w-5 h-5 text-blue-500" />
+                </div>
+                <div>
+                  <p className="text-xs text-muted-foreground font-medium">Memories</p>
+                  <p className="text-2xl font-bold text-foreground">{stats.total_nodes}</p>
+                </div>
              </div>
-              <div className="bg-muted/50 border border-border rounded-lg p-4 text-center">
-                <div className="text-xs text-muted-foreground font-semibold uppercase tracking-wide mb-1">Total Links</div>
-                <div className="text-2xl font-bold text-foreground">{stats.total_links}</div>
-              </div>
-              <div className="bg-muted/50 border border-border rounded-lg p-4 text-center">
-                <div className="text-xs text-muted-foreground font-semibold uppercase tracking-wide mb-1">Documents</div>
-                <div className="text-2xl font-bold text-foreground">{stats.total_documents}</div>
-              </div>
-              <div className="bg-muted/50 border border-border rounded-lg p-4 text-center">
-                <div className="text-xs text-muted-foreground font-semibold uppercase tracking-wide mb-1">Pending Ops</div>
-                <div className="text-2xl font-bold text-foreground">{stats.pending_operations}</div>
-              </div>
-            </div>
+            </CardContent>
+          </Card>

-            {/* Memory Type Breakdown */}
-            <div className="mt-4 grid grid-cols-3 gap-4">
-              <div className="bg-blue-50 dark:bg-blue-950/30 border border-blue-200 dark:border-blue-800 rounded-lg p-3 text-center">
-                <div className="text-xs text-blue-600 dark:text-blue-400 font-semibold uppercase tracking-wide mb-1">World Facts</div>
-                <div className="text-xl font-bold text-blue-700 dark:text-blue-300">{stats.nodes_by_fact_type?.world || 0}</div>
+          <Card className="bg-gradient-to-br from-purple-500/10 to-purple-600/5 border-purple-500/20">
+            <CardContent className="p-4">
+              <div className="flex items-center gap-3">
+                <div className="p-2 rounded-lg bg-purple-500/20">
+                  <Link2 className="w-5 h-5 text-purple-500" />
+                </div>
+                <div>
+                  <p className="text-xs text-muted-foreground font-medium">Links</p>
+                  <p className="text-2xl font-bold text-foreground">{stats.total_links}</p>
+                </div>
              </div>
-              <div className="bg-purple-50 dark:bg-purple-950/30 border border-purple-200 dark:border-purple-800 rounded-lg p-3 text-center">
-                <div className="text-xs text-purple-600 dark:text-purple-400 font-semibold uppercase tracking-wide mb-1">Bank Facts</div>
-                <div className="text-xl font-bold text-purple-700 dark:text-purple-300">{stats.nodes_by_fact_type?.bank || 0}</div>
+            </CardContent>
+          </Card>
+
+          <Card className="bg-gradient-to-br from-emerald-500/10 to-emerald-600/5 border-emerald-500/20">
+            <CardContent className="p-4">
+              <div className="flex items-center gap-3">
+                <div className="p-2 rounded-lg bg-emerald-500/20">
+                  <FolderOpen className="w-5 h-5 text-emerald-500" />
+                </div>
+                <div>
+                  <p className="text-xs text-muted-foreground font-medium">Documents</p>
+                  <p className="text-2xl font-bold text-foreground">{stats.total_documents}</p>
+                </div>
              </div>
-              <div className="bg-amber-50 dark:bg-amber-950/30 border border-amber-200 dark:border-amber-800 rounded-lg p-3 text-center">
-                <div className="text-xs text-amber-600 dark:text-amber-400 font-semibold uppercase tracking-wide mb-1">Opinions</div>
-                <div className="text-xl font-bold text-amber-700 dark:text-amber-300">{stats.nodes_by_fact_type?.opinion || 0}</div>
+            </CardContent>
+          </Card>
+
+          <Card className={`bg-gradient-to-br ${stats.pending_operations > 0 ? 'from-amber-500/10 to-amber-600/5 border-amber-500/20' : 'from-slate-500/10 to-slate-600/5 border-slate-500/20'}`}>
+            <CardContent className="p-4">
+              <div className="flex items-center gap-3">
+                <div className={`p-2 rounded-lg ${stats.pending_operations > 0 ? 'bg-amber-500/20' : 'bg-slate-500/20'}`}>
+                  <Activity className={`w-5 h-5 ${stats.pending_operations > 0 ? 'text-amber-500 animate-pulse' : 'text-slate-500'}`} />
+                </div>
+                <div>
+                  <p className="text-xs text-muted-foreground font-medium">Pending</p>
+                  <p className="text-2xl font-bold text-foreground">{stats.pending_operations}</p>
+                </div>
              </div>
-            </div>
-          </CardContent>
-        </Card>
+            </CardContent>
+          </Card>
+        </div>
+      )}
+
+      {/* Memory Type Breakdown */}
+      {stats && (
+        <div className="grid grid-cols-3 gap-3">
+          <div className="bg-blue-500/10 border border-blue-500/20 rounded-xl p-4 text-center">
+            <p className="text-xs text-blue-600 dark:text-blue-400 font-semibold uppercase tracking-wide">World Facts</p>
+            <p className="text-2xl font-bold text-blue-600 dark:text-blue-400 mt-1">{stats.nodes_by_fact_type?.world || 0}</p>
+          </div>
+          <div className="bg-purple-500/10 border border-purple-500/20 rounded-xl p-4 text-center">
+            <p className="text-xs text-purple-600 dark:text-purple-400 font-semibold uppercase tracking-wide">Bank Facts</p>
+            <p className="text-2xl font-bold text-purple-600 dark:text-purple-400 mt-1">{stats.nodes_by_fact_type?.bank || 0}</p>
+          </div>
+          <div className="bg-amber-500/10 border border-amber-500/20 rounded-xl p-4 text-center">
+            <p className="text-xs text-amber-600 dark:text-amber-400 font-semibold uppercase tracking-wide">Opinions</p>
+            <p className="text-2xl font-bold text-amber-600 dark:text-amber-400 mt-1">{stats.nodes_by_fact_type?.opinion || 0}</p>
+          </div>
+        </div>
      )}

      <div className="grid grid-cols-1 lg:grid-cols-2 gap-6">
-        {/* Basic Info */}
+        {/* Personality Chart */}
        <Card>
-          <CardHeader>
-            <CardTitle className="flex items-center gap-2">
-              <User className="w-5 h-5" />
-              Basic Information
+          <CardHeader className="pb-2">
+            <CardTitle className="flex items-center gap-2 text-lg">
+              <Brain className="w-5 h-5 text-primary" />
+              Personality Profile
            </CardTitle>
-            <CardDescription>Name and identity for this memory bank</CardDescription>
-          </CardHeader>
-          <CardContent className="space-y-4">
-            <div>
-              <label className="text-sm font-medium text-foreground">Display Name</label>
-              {editMode ? (
-                <Input
-                  value={editName}
-                  onChange={(e) => setEditName(e.target.value)}
-                  placeholder="Enter a name for this bank"
-                  className="mt-1"
-                />
-              ) : (
-                <p className="mt-1 text-foreground">{profile?.name || 'Unnamed'}</p>
-              )}
-            </div>
-          </CardContent>
-        </Card>
-
-        {/* Background */}
-        <Card>
-          <CardHeader>
-            <CardTitle className="flex items-center gap-2">
-              <FileText className="w-5 h-5" />
-              Background
-            </CardTitle>
-            <CardDescription>Context and background information for this memory bank</CardDescription>
+            <CardDescription>Big Five personality traits that influence responses</CardDescription>
          </CardHeader>
          <CardContent>
-            {editMode ? (
-              <Textarea
-                value={editBackground}
-                onChange={(e) => setEditBackground(e.target.value)}
-                placeholder="Enter background information..."
-                rows={6}
-                className="resize-none"
+            {profile && (
+              <PersonalityRadarChart
+                personality={profile.personality}
+                editMode={editMode}
+                editPersonality={editPersonality}
+                onEditChange={(trait, value) => setEditPersonality(prev => ({ ...prev, [trait]: value }))}
              />
-            ) : (
-              <p className="text-foreground whitespace-pre-wrap">
-                {profile?.background || 'No background information provided.'}
-              </p>
            )}
          </CardContent>
        </Card>
+
+        {/* Basic Info & Background */}
+        <div className="space-y-6">
+          <Card>
+            <CardHeader className="pb-2">
+              <CardTitle className="flex items-center gap-2 text-lg">
+                <User className="w-5 h-5 text-primary" />
+                Identity
+              </CardTitle>
+            </CardHeader>
+            <CardContent>
+              <div>
+                <label className="text-sm font-medium text-muted-foreground">Display Name</label>
+                {editMode ? (
+                  <Input
+                    value={editName}
+                    onChange={(e) => setEditName(e.target.value)}
+                    placeholder="Enter a name for this bank"
+                    className="mt-1"
+                  />
+                ) : (
+                  <p className="mt-1 text-lg font-medium text-foreground">{profile?.name || 'Unnamed'}</p>
+                )}
+              </div>
+            </CardContent>
+          </Card>
+
+          <Card>
+            <CardHeader className="pb-2">
+              <CardTitle className="flex items-center gap-2 text-lg">
+                <FileText className="w-5 h-5 text-primary" />
+                Background
+              </CardTitle>
+              <CardDescription>Context that shapes how memories are interpreted</CardDescription>
+            </CardHeader>
+            <CardContent>
+              {editMode ? (
+                <Textarea
+                  value={editBackground}
+                  onChange={(e) => setEditBackground(e.target.value)}
+                  placeholder="Enter background information..."
+                  rows={5}
+                  className="resize-none"
+                />
+              ) : (
+                <p className="text-sm text-foreground whitespace-pre-wrap leading-relaxed">
+                  {profile?.background || 'No background information provided.'}
+                </p>
+              )}
+            </CardContent>
+          </Card>
+        </div>
      </div>

-      {/* Personality Traits */}
+      {/* Operations Section */}
      <Card>
-        <CardHeader>
-          <CardTitle className="flex items-center gap-2">
-            <Brain className="w-5 h-5" />
-            Personality Traits (Big Five)
-          </CardTitle>
-          <CardDescription>
-            These traits influence how the memory bank interprets and responds to information.
-            Based on the Big Five personality model.
-          </CardDescription>
+        <CardHeader className="pb-2">
+          <div className="flex items-center justify-between">
+            <div>
+              <CardTitle className="flex items-center gap-2 text-lg">
+                <Activity className="w-5 h-5 text-primary" />
+                Background Operations
+              </CardTitle>
+              <CardDescription>Async tasks processing memories</CardDescription>
+            </div>
+            {stats && (stats.pending_operations > 0 || stats.failed_operations > 0) && (
+              <div className="flex gap-3">
+                {stats.pending_operations > 0 && (
+                  <div className="flex items-center gap-1.5 px-2.5 py-1 rounded-full bg-amber-500/10 border border-amber-500/20">
+                    <Clock className="w-3.5 h-3.5 text-amber-500" />
+                    <span className="text-xs font-semibold text-amber-600 dark:text-amber-400">{stats.pending_operations} pending</span>
+                  </div>
+                )}
+                {stats.failed_operations > 0 && (
+                  <div className="flex items-center gap-1.5 px-2.5 py-1 rounded-full bg-red-500/10 border border-red-500/20">
+                    <AlertCircle className="w-3.5 h-3.5 text-red-500" />
+                    <span className="text-xs font-semibold text-red-600 dark:text-red-400">{stats.failed_operations} failed</span>
+                  </div>
+                )}
+              </div>
+            )}
+          </div>
        </CardHeader>
        <CardContent>
-          <div className="grid grid-cols-1 md:grid-cols-2 gap-6">
-            {(Object.keys(TRAIT_LABELS) as Array<keyof PersonalityTraits>).map((trait) => (
-              <PersonalitySlider
-                key={trait}
-                trait={trait}
-                value={editMode ? editPersonality[trait] : (profile?.personality[trait] || 0.5)}
-                onChange={(value) => setEditPersonality(prev => ({ ...prev, [trait]: value }))}
-                disabled={!editMode}
-              />
-            ))}
-          </div>
+          {operations.length > 0 ? (
+            <div className="overflow-x-auto">
+              <Table>
+                <TableHeader>
+                  <TableRow>
+                    <TableHead className="w-[100px]">ID</TableHead>
+                    <TableHead>Type</TableHead>
+                    <TableHead className="text-center">Items</TableHead>
+                    <TableHead>Document</TableHead>
+                    <TableHead>Created</TableHead>
+                    <TableHead>Status</TableHead>
+                  </TableRow>
+                </TableHeader>
+                <TableBody>
+                  {operations.slice(0, 10).map((op) => (
+                    <TableRow key={op.id} className={op.status === 'failed' ? 'bg-red-500/5' : ''}>
+                      <TableCell className="font-mono text-xs text-muted-foreground">
+                        {op.id.substring(0, 8)}
+                      </TableCell>
+                      <TableCell className="font-medium">{op.task_type}</TableCell>
+                      <TableCell className="text-center">{op.items_count}</TableCell>
+                      <TableCell className="font-mono text-xs text-muted-foreground">
+                        {op.document_id ? op.document_id.substring(0, 12) + '...' : '—'}
+                      </TableCell>
+                      <TableCell className="text-sm text-muted-foreground">
+                        {new Date(op.created_at).toLocaleString()}
+                      </TableCell>
+                      <TableCell>
+                        {op.status === 'pending' && (
+                          <span className="inline-flex items-center gap-1.5 px-2 py-0.5 rounded-full text-xs font-medium bg-amber-500/10 text-amber-600 dark:text-amber-400 border border-amber-500/20">
+                            <Clock className="w-3 h-3" />
+                            pending
+                          </span>
+                        )}
+                        {op.status === 'failed' && (
+                          <span className="inline-flex items-center gap-1.5 px-2 py-0.5 rounded-full text-xs font-medium bg-red-500/10 text-red-600 dark:text-red-400 border border-red-500/20" title={op.error_message}>
+                            <AlertCircle className="w-3 h-3" />
+                            failed
+                          </span>
+                        )}
+                        {op.status === 'completed' && (
+                          <span className="inline-flex items-center gap-1.5 px-2 py-0.5 rounded-full text-xs font-medium bg-emerald-500/10 text-emerald-600 dark:text-emerald-400 border border-emerald-500/20">
+                            <CheckCircle className="w-3 h-3" />
+                            done
+                          </span>
+                        )}
+                      </TableCell>
+                    </TableRow>
+                  ))}
+                </TableBody>
+              </Table>
+            </div>
+          ) : (
+            <p className="text-muted-foreground text-center py-8 text-sm">No background operations</p>
+          )}
        </CardContent>
      </Card>
    </div>
--- a/hindsight-control-plane/src/components/sidebar.tsx
+++ b/hindsight-control-plane/src/components/sidebar.tsx
@ -2,11 +2,11 @@

 import { useState } from 'react';
 import { useBank } from '@/lib/bank-context';
-import { Search, Sparkles, Database, FileText, Users, ChevronLeft, ChevronRight, UserCircle, BarChart3 } from 'lucide-react';
+import { Search, Sparkles, Database, FileText, Users, ChevronLeft, ChevronRight, Box } from 'lucide-react';
 import { cn } from '@/lib/utils';
 import Link from 'next/link';

-type NavItem = 'recall' | 'reflect' | 'data' | 'documents' | 'entities' | 'profile' | 'stats';
+type NavItem = 'recall' | 'reflect' | 'data' | 'documents' | 'entities' | 'profile';

 interface SidebarProps {
  currentTab: NavItem;
@ -22,13 +22,12 @@ export function Sidebar({ currentTab, onTabChange }: SidebarProps) {
  }

  const navItems = [
+    { id: 'profile' as NavItem, label: 'Memory Bank', icon: Box },
    { id: 'recall' as NavItem, label: 'Recall', icon: Search },
    { id: 'reflect' as NavItem, label: 'Reflect', icon: Sparkles },
    { id: 'data' as NavItem, label: 'Memories', icon: Database },
    { id: 'documents' as NavItem, label: 'Documents', icon: FileText },
    { id: 'entities' as NavItem, label: 'Entities', icon: Users },
-    { id: 'stats' as NavItem, label: 'Stats', icon: BarChart3 },
-    { id: 'profile' as NavItem, label: 'Profile', icon: UserCircle },
  ];

  return (
--- a/hindsight-control-plane/src/components/stats-view.tsx
+++ b/hindsight-control-plane/src/components/stats-view.tsx
@ -1,234 +0,0 @@
-'use client';
-
-import { useState, useEffect } from 'react';
-import { client } from '@/lib/api';
-import { useBank } from '@/lib/bank-context';
-import { Button } from '@/components/ui/button';
-import { Table, TableBody, TableCell, TableHead, TableHeader, TableRow } from '@/components/ui/table';
-import { Card, CardContent, CardDescription, CardHeader, CardTitle } from '@/components/ui/card';
-import { RefreshCw, AlertCircle, CheckCircle, Clock } from 'lucide-react';
-
-export function StatsView() {
-  const { currentBank } = useBank();
-  const [stats, setStats] = useState<any>(null);
-  const [operations, setOperations] = useState<any[]>([]);
-  const [loading, setLoading] = useState(false);
-
-  const loadStats = async () => {
-    if (!currentBank) return;
-
-    setLoading(true);
-    try {
-      const [stats, ops] = await Promise.all([
-        client.getBankStats(currentBank),
-        client.listOperations(currentBank),
-      ]);
-      setStats(stats);
-      setOperations((ops as any)?.operations || []);
-    } catch (error) {
-      console.error('Error loading stats:', error);
-      alert('Error loading stats: ' + (error as Error).message);
-    } finally {
-      setLoading(false);
-    }
-  };
-
-  useEffect(() => {
-    if (currentBank) {
-      loadStats();
-      // Refresh every 5 seconds
-      const interval = setInterval(loadStats, 5000);
-      return () => clearInterval(interval);
-    }
-  }, [currentBank]);
-
-  if (!currentBank) {
-    return (
-      <Card>
-        <CardContent className="p-10 text-center">
-          <h3 className="text-xl font-semibold mb-2 text-card-foreground">No Bank Selected</h3>
-          <p className="text-muted-foreground">Please select a memory bank from the dropdown above to view statistics.</p>
-        </CardContent>
-      </Card>
-    );
-  }
-
-  if (loading && !stats) {
-    return (
-      <Card>
-        <CardContent className="text-center py-10">
-          <Clock className="w-12 h-12 mx-auto mb-3 text-muted-foreground animate-pulse" />
-          <div className="text-lg text-muted-foreground">Loading statistics...</div>
-        </CardContent>
-      </Card>
-    );
-  }
-
-  return (
-    <div className="space-y-6">
-      {/* Stats Section */}
-      {stats && (
-        <Card>
-          <CardHeader>
-            <div className="flex items-center justify-between">
-              <div>
-                <CardTitle>Memory Statistics</CardTitle>
-                <CardDescription>Overview of stored memories and connections</CardDescription>
-              </div>
-              <Button
-                onClick={loadStats}
-                size="sm"
-                variant="outline"
-              >
-                <RefreshCw className="w-4 h-4 mr-2" />
-                Refresh
-              </Button>
-            </div>
-          </CardHeader>
-          <CardContent>
-            <div className="grid grid-cols-3 gap-4">
-              <div className="bg-muted/50 border border-border rounded-lg p-4 text-center transition-all hover:bg-muted">
-                <div className="text-xs text-muted-foreground font-semibold uppercase tracking-wide mb-2">Total Nodes</div>
-                <div className="text-3xl font-bold text-foreground">{stats.total_nodes || 0}</div>
-              </div>
-              <div className="bg-muted/50 border border-border rounded-lg p-4 text-center transition-all hover:bg-muted">
-                <div className="text-xs text-muted-foreground font-semibold uppercase tracking-wide mb-2">World Facts</div>
-                <div className="text-3xl font-bold text-foreground">{stats.nodes_by_fact_type?.world || 0}</div>
-              </div>
-              <div className="bg-muted/50 border border-border rounded-lg p-4 text-center transition-all hover:bg-muted">
-                <div className="text-xs text-muted-foreground font-semibold uppercase tracking-wide mb-2">Bank Facts</div>
-                <div className="text-3xl font-bold text-foreground">{stats.nodes_by_fact_type?.bank || 0}</div>
-              </div>
-              <div className="bg-muted/50 border border-border rounded-lg p-4 text-center transition-all hover:bg-muted">
-                <div className="text-xs text-muted-foreground font-semibold uppercase tracking-wide mb-2">Opinions</div>
-                <div className="text-3xl font-bold text-foreground">{stats.nodes_by_fact_type?.opinion || 0}</div>
-              </div>
-              <div className="bg-muted/50 border border-border rounded-lg p-4 text-center transition-all hover:bg-muted">
-                <div className="text-xs text-muted-foreground font-semibold uppercase tracking-wide mb-2">Total Links</div>
-                <div className="text-3xl font-bold text-foreground">{stats.total_links || 0}</div>
-              </div>
-              <div className="bg-muted/50 border border-border rounded-lg p-4 text-center transition-all hover:bg-muted">
-                <div className="text-xs text-muted-foreground font-semibold uppercase tracking-wide mb-2">Temporal Links</div>
-                <div className="text-3xl font-bold text-foreground">{stats.links_by_link_type?.temporal || 0}</div>
-              </div>
-              <div className="bg-muted/50 border border-border rounded-lg p-4 text-center transition-all hover:bg-muted">
-                <div className="text-xs text-muted-foreground font-semibold uppercase tracking-wide mb-2">Semantic Links</div>
-                <div className="text-3xl font-bold text-foreground">{stats.links_by_link_type?.semantic || 0}</div>
-              </div>
-              <div className="bg-muted/50 border border-border rounded-lg p-4 text-center transition-all hover:bg-muted">
-                <div className="text-xs text-muted-foreground font-semibold uppercase tracking-wide mb-2">Entity Links</div>
-                <div className="text-3xl font-bold text-foreground">{stats.links_by_link_type?.entity || 0}</div>
-              </div>
-              <div className="bg-muted/50 border border-border rounded-lg p-4 text-center transition-all hover:bg-muted">
-                <div className="text-xs text-muted-foreground font-semibold uppercase tracking-wide mb-2">Documents</div>
-                <div className="text-3xl font-bold text-foreground">{stats.total_documents || 0}</div>
-              </div>
-            </div>
-          </CardContent>
-        </Card>
-      )}
-
-      {/* Operations Section */}
-      <Card>
-        <CardHeader>
-          <CardTitle>Async Operations</CardTitle>
-          <CardDescription>Background tasks and their status</CardDescription>
-        </CardHeader>
-        <CardContent>
-          {stats && (stats.pending_operations > 0 || stats.failed_operations > 0) && (
-            <div className="mb-4 p-3 bg-amber-50 dark:bg-amber-950 border border-amber-200 dark:border-amber-800 rounded-lg">
-              <div className="flex gap-4">
-                {stats.pending_operations > 0 && (
-                  <div className="flex items-center gap-2">
-                    <Clock className="w-4 h-4 text-amber-600 dark:text-amber-400" />
-                    <span className="text-amber-700 dark:text-amber-300 font-semibold">Pending:</span>
-                    <span className="text-amber-900 dark:text-amber-100 font-bold">{stats.pending_operations}</span>
-                  </div>
-                )}
-                {stats.failed_operations > 0 && (
-                  <div className="flex items-center gap-2">
-                    <AlertCircle className="w-4 h-4 text-destructive" />
-                    <span className="text-destructive font-semibold">Failed:</span>
-                    <span className="text-destructive font-bold">{stats.failed_operations}</span>
-                  </div>
-                )}
-              </div>
-            </div>
-          )}
-
-        {operations.length > 0 ? (
-          <div className="overflow-x-auto">
-            <Table>
-              <TableHeader>
-                <TableRow>
-                  <TableHead>ID</TableHead>
-                  <TableHead>Type</TableHead>
-                  <TableHead>Items</TableHead>
-                  <TableHead>Document ID</TableHead>
-                  <TableHead>Created</TableHead>
-                  <TableHead>Status</TableHead>
-                  <TableHead>Error</TableHead>
-                </TableRow>
-              </TableHeader>
-              <TableBody>
-                {operations.map((op) => (
-                  <TableRow key={op.id} className={op.status === 'failed' ? 'bg-destructive/5' : ''}>
-                    <TableCell title={op.id} className="font-mono text-xs">
-                      {op.id.substring(0, 8)}...
-                    </TableCell>
-                    <TableCell>{op.task_type}</TableCell>
-                    <TableCell>{op.items_count}</TableCell>
-                    <TableCell className="font-mono text-xs">{op.document_id || 'N/A'}</TableCell>
-                    <TableCell className="text-sm">
-                      {new Date(op.created_at).toLocaleString()}
-                    </TableCell>
-                    <TableCell>
-                      <div className="flex items-center gap-2">
-                        {op.status === 'pending' && (
-                          <>
-                            <Clock className="w-3 h-3 text-amber-600" />
-                            <span className="px-2 py-1 rounded text-xs font-semibold bg-amber-100 dark:bg-amber-950 text-amber-800 dark:text-amber-200 border border-amber-200 dark:border-amber-800">
-                              {op.status}
-                            </span>
-                          </>
-                        )}
-                        {op.status === 'failed' && (
-                          <>
-                            <AlertCircle className="w-3 h-3 text-destructive" />
-                            <span className="px-2 py-1 rounded text-xs font-semibold bg-destructive/10 text-destructive border border-destructive/20">
-                              {op.status}
-                            </span>
-                          </>
-                        )}
-                        {op.status === 'completed' && (
-                          <>
-                            <CheckCircle className="w-3 h-3 text-green-600 dark:text-green-400" />
-                            <span className="px-2 py-1 rounded text-xs font-semibold bg-green-100 dark:bg-green-950 text-green-800 dark:text-green-200 border border-green-200 dark:border-green-800">
-                              {op.status}
-                            </span>
-                          </>
-                        )}
-                      </div>
-                    </TableCell>
-                    <TableCell>
-                      {op.error_message ? (
-                        <span className="text-destructive text-sm" title={op.error_message}>
-                          {op.error_message.substring(0, 50)}...
-                        </span>
-                      ) : (
-                        <span className="text-muted-foreground">None</span>
-                      )}
-                    </TableCell>
-                  </TableRow>
-                ))}
-              </TableBody>
-            </Table>
-          </div>
-        ) : (
-          <p className="text-muted-foreground text-center py-5">No operations found</p>
-        )}
-        </CardContent>
-      </Card>
-    </div>
-  );
-}
--- a/hindsight-docs/docs/api-reference/mcp.md
+++ b/hindsight-docs/docs/api-reference/mcp.md
@ -8,17 +8,52 @@ Model Context Protocol (MCP) tools exposed by the Hindsight MCP server.

 ## Available Tools

-### hindsight_search
+### hindsight_put

-Search memories for a memory bank.
+Store a new memory for a user.

 **Parameters:**

 | Parameter | Type | Required | Description |
 |-----------|------|----------|-------------|
-| `query` | string | yes | Search query |
-| `agent_id` | string | no | bank ID (uses default if not specified) |
-| `top_k` | integer | no | Number of results (default: 10) |
+| `bank_id` | string | yes | Unique identifier for the user (e.g., user_id, email) |
+| `content` | string | yes | Memory content to store |
+| `context` | string | yes | Category for the memory (e.g., 'personal_preferences', 'work_history') |
+| `explanation` | string | no | Optional explanation for why this memory is being stored |
+
+**Example:**
+
+```json
+{
+  "name": "hindsight_put",
+  "arguments": {
+    "bank_id": "user_12345",
+    "content": "User prefers Python for data analysis",
+    "context": "programming_preferences"
+  }
+}
+```
+
+**Response:**
+
+```
+Fact stored successfully
+```
+
+---
+
+### hindsight_search
+
+Search memories for a user.
+
+**Parameters:**
+
+| Parameter | Type | Required | Description |
+|-----------|------|----------|-------------|
+| `bank_id` | string | yes | Unique identifier for the user (e.g., user_id, email) |
+| `query` | string | yes | Natural language search query |
+| `max_tokens` | integer | no | Maximum tokens for results (default: 4096) |
+| `explanation` | string | no | Optional explanation for why this search is being performed |

 **Example:**

@ -26,8 +61,8 @@ Search memories for a memory bank.
 {
  "name": "hindsight_search",
  "arguments": {
-    "query": "What does Alice do for work?",
-    "top_k": 5
+    "bank_id": "user_12345",
+    "query": "What does the user do for work?"
  }
 }
 ```
@ -38,9 +73,12 @@ Search memories for a memory bank.
 {
  "results": [
    {
-      "text": "Alice works at Google as a software engineer",
-      "weight": 0.95,
-      "fact_type": "world"
+      "id": "550e8400-e29b-41d4-a716-446655440000",
+      "text": "User works at Google as a software engineer",
+      "type": "world",
+      "context": "work_history",
+      "event_date": null,
+      "document_id": null
    }
  ]
 }
@ -48,129 +86,32 @@ Search memories for a memory bank.

 ---

-### hindsight_think
+## Usage Guidelines

-Generate a personality-aware response using retrieved memories.
+The MCP tools are designed for **per-user memory**:

-**Parameters:**
+- Each user MUST have a unique `bank_id` (user ID, email, session ID, etc.)
+- Memories are isolated by `bank_id` — users cannot access each other's memories
+- Use consistent `bank_id` values across all interactions with the same user

-| Parameter | Type | Required | Description |
-|-----------|------|----------|-------------|
-| `query` | string | yes | Question or prompt |
-| `agent_id` | string | no | bank ID (uses default if not specified) |
-| `budget` | string | no | Budget level: 'low', 'mid', 'high' (default: 'low') |
+**When to use `hindsight_put`:**
+- User shares personal facts, preferences, or interests
+- Important events or milestones are mentioned
+- Decisions, opinions, or goals are stated
+- Any information the user would want remembered

-**Example:**
-
-```json
-{
-  "name": "hindsight_think",
-  "arguments": {
-    "query": "What should I recommend to Alice?"
-  }
-}
-```
-
-**Response:**
-
-```json
-{
-  "text": "Based on Alice's interest in machine learning and her work at Google, I would recommend...",
-  "based_on": [
-    {"text": "Alice works at Google", "weight": 0.95}
-  ],
-  "new_opinions": []
-}
-```
+**When to use `hindsight_search`:**
+- Start of conversation to get user context
+- Before making recommendations
+- To provide continuity across conversations
+- When user asks about something they may have mentioned before

 ---

-### hindsight_store
-
-Store a new memory.
-
-**Parameters:**
-
-| Parameter | Type | Required | Description |
-|-----------|------|----------|-------------|
-| `content` | string | yes | Memory content to store |
-| `agent_id` | string | no | bank ID (uses default if not specified) |
-| `context` | string | no | Context or topic of the memory |
-
-**Example:**
-
-```json
-{
-  "name": "hindsight_store",
-  "arguments": {
-    "content": "User prefers Python for data analysis",
-    "context": "programming discussion"
-  }
-}
-```
-
-**Response:**
-
-```json
-{
-  "success": true,
-  "message": "Memory stored successfully"
-}
-```
-
---
-
-### hindsight_agents
-
-List all available memory banks.
-
-**Parameters:** None
-
-**Example:**
-
-```json
-{
-  "name": "hindsight_agents",
-  "arguments": {}
-}
-```
-
-**Response:**
-
-```json
-{
-  "memory banks": [
-    {"agent_id": "default"},
-    {"agent_id": "assistant"},
-    {"agent_id": "researcher"}
-  ]
-}
-```
-
---
-
-## Environment Variables
-
-| Variable | Description | Default |
-|----------|-------------|---------|
-| `HINDSIGHT_API_URL` | Hindsight API URL | `http://localhost:8888` |
-| `HINDSIGHT_AGENT_ID` | Default bank ID | Required |
-
 ## Error Responses

-MCP tools return errors in the standard MCP error format:
+MCP tools return errors as strings:

-```json
-{
-  "error": {
-    "code": "NOT_FOUND",
-    "message": "Memory bank 'unknown-agent' not found"
-  }
-}
 ```
-
-| Code | Description |
-|------|-------------|
-| `INVALID_PARAMS` | Missing or invalid parameters |
-| `NOT_FOUND` | Memory bank or resource not found |
-| `INTERNAL_ERROR` | Server error |
+Error: Memory bank 'unknown-bank' not found
+```
--- a/hindsight-docs/docs/sdks/mcp.md
+++ b/hindsight-docs/docs/sdks/mcp.md
@ -6,13 +6,11 @@ sidebar_position: 4

 Model Context Protocol server for AI assistants like Claude Desktop.

-## Installation
+## Setup

-```bash
-cd hindsight-cli && cargo build --release
-```
+The MCP server is included in the Hindsight API. When running the API with MCP enabled (default), it exposes MCP tools via SSE at `/mcp/sse`.

-## Claude Desktop Setup
+### Claude Desktop Configuration

 Add to `~/Library/Application Support/Claude/claude_desktop_config.json`:

@ -20,85 +18,51 @@ Add to `~/Library/Application Support/Claude/claude_desktop_config.json`:
 {
  "mcpServers": {
    "hindsight": {
-      "command": "/path/to/hindsight",
-      "args": ["mcp-server"],
-      "env": {
-        "HINDSIGHT_API_URL": "http://localhost:8888",
-        "HINDSIGHT_AGENT_ID": "claude-agent"
-      }
+      "command": "npx",
+      "args": ["-y", "mcp-remote", "http://localhost:8888/mcp/sse"]
    }
  }
 }
 ```

-## Environment Variables
-
-| Variable | Description | Default |
-|----------|-------------|---------|
-| `HINDSIGHT_API_URL` | Hindsight API URL | `http://localhost:8888` |
-| `HINDSIGHT_AGENT_ID` | Default bank ID | Required |
-
 ## Available Tools

+### hindsight_put
+
+Store a memory for a user:
+
+```json
+{
+  "name": "hindsight_put",
+  "arguments": {
+    "bank_id": "user_12345",
+    "content": "User prefers Python for data analysis",
+    "context": "programming_preferences"
+  }
+}
+```
+
 ### hindsight_search

-Search memories:
+Search memories for a user:

 ```json
 {
  "name": "hindsight_search",
  "arguments": {
-    "query": "What does Alice do for work?",
-    "top_k": 5
+    "bank_id": "user_12345",
+    "query": "What does the user do for work?"
  }
 }
 ```

-### hindsight_think
-
-Generate response using memories:
-
-```json
-{
-  "name": "hindsight_think",
-  "arguments": {
-    "query": "What should I recommend to Alice?"
-  }
-}
-```
-
-### hindsight_store
-
-Store new memory:
-
-```json
-{
-  "name": "hindsight_store",
-  "arguments": {
-    "content": "User prefers Python for data analysis",
-    "context": "programming discussion"
-  }
-}
-```
-
-### hindsight_agents
-
-List available memory banks:
-
-```json
-{
-  "name": "hindsight_agents",
-  "arguments": {}
-}
-```
-
 ## Usage Example

 Once configured, Claude can use Hindsight naturally:

 **User**: "Remember that I prefer morning meetings"

-**Claude**: *Uses hindsight_store*
+**Claude**: *Uses hindsight_put*

 > "I've noted that you prefer morning meetings."

@ -110,16 +74,12 @@ Once configured, Claude can use Hindsight naturally:

 > "Based on our conversations, you prefer morning meetings and like Python for data analysis."

-## Testing
+## Per-User Memory

-Run standalone:
+The MCP tools require a `bank_id` for each user:

-```bash
-hindsight mcp-server
-```
+- Each user must have a unique `bank_id` (user ID, email, session ID)
+- Memories are isolated by `bank_id`
+- Use consistent `bank_id` values across interactions

-Debug mode:
-
-```bash
-RUST_LOG=debug hindsight mcp-server
-```
+See [MCP API Reference](/api-reference/mcp) for full parameter details.
--- a/hindsight-docs/src/css/custom.css
+++ b/hindsight-docs/src/css/custom.css
@ -332,18 +332,30 @@ article li {
  margin-bottom: 0.25rem;
 }

-/* API Method badges in sidebar */
-.api-method::before {
-  display: inline-block;
-  font-size: 0.625rem;
+/* API Method badges in sidebar - OpenAPI plugin */
+li.api-method {
+  display: flex;
+  flex-direction: row;
+  align-items: center;
+  gap: 0.5rem;
+}
+
+li.api-method > a.menu__link {
+  order: 2;
+}
+
+/* Style the badge added by openapi plugin */
+li.api-method::before {
+  order: 1;
+  flex-shrink: 0;
+  font-size: 0.5625rem;
  font-weight: 700;
  text-transform: uppercase;
  padding: 0.125rem 0.375rem;
  border-radius: 0.25rem;
-  margin-right: 0.5rem;
  font-family: var(--ifm-font-family-monospace);
  letter-spacing: 0.025em;
-  vertical-align: middle;
+  line-height: 1;
 }

 .api-method.get::before {
--- a/uv.lock
+++ b/uv.lock
@ -1141,7 +1141,7 @@ provides-extras = ["test"]

 [[package]]
 name = "hindsight-api"
-version = "0.0.15"
+version = "0.0.16"
 source = { editable = "hindsight-api" }
 dependencies = [
    { name = "alembic" },
@ -1243,7 +1243,7 @@ dev = [

 [[package]]
 name = "hindsight-client"
-version = "0.0.15"
+version = "0.0.16"
 source = { editable = "hindsight-clients/python" }
 dependencies = [
    { name = "aiohttp" },
@ -1275,7 +1275,7 @@ provides-extras = ["test"]

 [[package]]
 name = "hindsight-dev"
-version = "0.0.15"
+version = "0.0.16"
 source = { editable = "hindsight-dev" }
 dependencies = [
    { name = "hindsight-api" },