updating signing.format for programs.git

Flake lock file updates:

• Updated input 'firefox-addons':
    'gitlab:rycee/nur-expressions/81e28f4?dir=pkgs/firefox-addons' (2026-03-20)
  → 'gitlab:rycee/nur-expressions/0581568?dir=pkgs/firefox-addons' (2026-04-17)
• Updated input 'home-manager':
    'github:nix-community/home-manager/9670de2' (2026-03-20)
  → 'github:nix-community/home-manager/565e534' (2026-04-17)
• Updated input 'nixos-hardware':
    'github:nixos/nixos-hardware/2d4b471' (2026-03-20)
  → 'github:nixos/nixos-hardware/c775c27' (2026-04-06)
• Updated input 'nixpkgs':
    'github:nixos/nixpkgs/b40629e' (2026-03-18)
  → 'github:nixos/nixpkgs/4bd9165' (2026-04-14)
• Updated input 'nixpkgs-master':
    'github:nixos/nixpkgs/8620c0b' (2026-03-21)
  → 'github:nixos/nixpkgs/025c852' (2026-04-17)
• Updated input 'sops-nix':
    'github:Mic92/sops-nix/29b6519' (2026-03-19)
  → 'github:Mic92/sops-nix/d4971dd' (2026-04-13)

.vscode/settings.json

@@ -40,7 +40,6 @@
     "cgroupdriver",
     "charliermarsh",
     "Checkpointing",
-    "cloudflared",
     "codellama",
     "codezombiech",
     "compactmode",
@@ -308,6 +307,7 @@
     "usernamehw",
     "userprefs",
     "vaninventory",
+    "vdev",
     "vfat",
     "victron",
     "virt",

common/global/nix.nix

@@ -34,6 +34,7 @@ in
       warn-dirty = false;
       flake-registry = ""; # disable global flake registries
       connect-timeout = 10;
+      download-buffer-size = 536870912;
       fallback = true;
     };
 

common/optional/brain_substituter.nix

@@ -0,0 +1,6 @@
+{
+  nix.settings = {
+    trusted-substituters = [ "http://192.168.95.35:5000" ];
+    substituters = [ "http://192.168.95.35:5000/?priority=1&want-mass-query=true" ];
+  };
+}

common/optional/syncthing_base.nix

@@ -12,7 +12,7 @@
       brain.id = "SSCGIPI-IV3VYKB-TRNIJE3-COV4T2H-CDBER7F-I2CGHYA-NWOEUDU-3T5QAAN"; # cspell:disable-line
       ipad.id = "KI76T3X-SFUGV2L-VSNYTKR-TSIUV5L-SHWD3HE-GQRGRCN-GY4UFMD-CW6Z6AX"; # cspell:disable-line
       jeeves.id = "ICRHXZW-ECYJCUZ-I4CZ64R-3XRK7CG-LL2HAAK-FGOHD22-BQA4AI6-5OAL6AG"; # cspell:disable-line
-      phone.id = "TBRULKD-7DZPGGZ-F6LLB7J-MSO54AY-7KLPBIN-QOFK6PX-W2HBEWI-PHM2CQI"; # cspell:disable-line
+      phone.id = "JPVQKQW-CFXOJXT-Q5G5F3H-QIDHDRE-GKHPTQB-GXZUQSP-U7FR7F7-INP3AAH"; # cspell:disable-line
       rhapsody-in-green.id = "ASL3KC4-3XEN6PA-7BQBRKE-A7JXLI6-DJT43BY-Q4WPOER-7UALUAZ-VTPQ6Q4"; # cspell:disable-line
     };
   };

flake.lock

@@ -8,11 +8,11 @@
       },
       "locked": {
         "dir": "pkgs/firefox-addons",
-        "lastModified": 1772824881,
+        "lastModified": 1776398575,
-        "narHash": "sha256-NqX+JCA8hRV3GoYrsqnHB2IWKte1eQ8NK2WVbJkORcw=",
+        "narHash": "sha256-WArU6WOdWxzbzGqYk4w1Mucg+bw/SCl6MoSp+/cZMio=",
         "owner": "rycee",
         "repo": "nur-expressions",
-        "rev": "07e1616c9b13fe4794dad4bcc33cd7088c554465",
+        "rev": "05815686caf4e3678f5aeb5fd36e567886ab0d30",
         "type": "gitlab"
       },
       "original": {
@@ -29,11 +29,11 @@
         ]
       },
       "locked": {
-        "lastModified": 1772807318,
+        "lastModified": 1776454077,
-        "narHash": "sha256-Qjw6ILt8cb2HQQpCmWNLMZZ63wEo1KjTQt+1BcQBr7k=",
+        "narHash": "sha256-7zSUFWsU0+jlD7WB3YAxQ84Z/iJurA5hKPm8EfEyGJk=",
         "owner": "nix-community",
         "repo": "home-manager",
-        "rev": "daa2c221320809f5514edde74d0ad0193ad54ed8",
+        "rev": "565e5349208fe7d0831ef959103c9bafbeac0681",
         "type": "github"
       },
       "original": {
@@ -44,11 +44,11 @@
     },
     "nixos-hardware": {
       "locked": {
-        "lastModified": 1771969195,
+        "lastModified": 1775490113,
-        "narHash": "sha256-qwcDBtrRvJbrrnv1lf/pREQi8t2hWZxVAyeMo7/E9sw=",
+        "narHash": "sha256-2ZBhDNZZwYkRmefK5XLOusCJHnoeKkoN95hoSGgMxWM=",
         "owner": "nixos",
         "repo": "nixos-hardware",
-        "rev": "41c6b421bdc301b2624486e11905c9af7b8ec68e",
+        "rev": "c775c2772ba56e906cbeb4e0b2db19079ef11ff7",
         "type": "github"
       },
       "original": {
@@ -60,11 +60,11 @@
     },
     "nixpkgs": {
       "locked": {
-        "lastModified": 1772624091,
+        "lastModified": 1776169885,
-        "narHash": "sha256-QKyJ0QGWBn6r0invrMAK8dmJoBYWoOWy7lN+UHzW1jc=",
+        "narHash": "sha256-l/iNYDZ4bGOAFQY2q8y5OAfBBtrDAaPuRQqWaFHVRXM=",
         "owner": "nixos",
         "repo": "nixpkgs",
-        "rev": "80bdc1e5ce51f56b19791b52b2901187931f5353",
+        "rev": "4bd9165a9165d7b5e33ae57f3eecbcb28fb231c9",
         "type": "github"
       },
       "original": {
@@ -76,11 +76,11 @@
     },
     "nixpkgs-master": {
       "locked": {
-        "lastModified": 1772842888,
+        "lastModified": 1776469842,
-        "narHash": "sha256-bQRYIwRb9xuEMHTLd5EzjHhYMKzbUbIo7abFV84iUjM=",
+        "narHash": "sha256-sqzM6PKMQoGk8Sl+uv2sbP1qiS2SPQhA2yn5zgZINMc=",
         "owner": "nixos",
         "repo": "nixpkgs",
-        "rev": "af5157af67f118e13172750f63012f199b61e3a1",
+        "rev": "025c852a89be820b3117f604c8ace42e9b4caa08",
         "type": "github"
       },
       "original": {
@@ -125,11 +125,11 @@
         ]
       },
       "locked": {
-        "lastModified": 1772495394,
+        "lastModified": 1776119890,
-        "narHash": "sha256-hmIvE/slLKEFKNEJz27IZ8BKlAaZDcjIHmkZ7GCEjfw=",
+        "narHash": "sha256-Zm6bxLNnEOYuS/SzrAGsYuXSwk3cbkRQZY0fJnk8a5M=",
         "owner": "Mic92",
         "repo": "sops-nix",
-        "rev": "1d9b98a29a45abe9c4d3174bd36de9f28755e3ff",
+        "rev": "d4971dd58c6627bfee52a1ad4237637c0a2fb0cd",
         "type": "github"
       },
       "original": {

frontend/README.md

@@ -1,73 +0,0 @@
-# React + TypeScript + Vite
-
-This template provides a minimal setup to get React working in Vite with HMR and some ESLint rules.
-
-Currently, two official plugins are available:
-
-- [@vitejs/plugin-react](https://github.com/vitejs/vite-plugin-react/blob/main/packages/plugin-react) uses [Babel](https://babeljs.io/) (or [oxc](https://oxc.rs) when used in [rolldown-vite](https://vite.dev/guide/rolldown)) for Fast Refresh
-- [@vitejs/plugin-react-swc](https://github.com/vitejs/vite-plugin-react/blob/main/packages/plugin-react-swc) uses [SWC](https://swc.rs/) for Fast Refresh
-
-## React Compiler
-
-The React Compiler is not enabled on this template because of its impact on dev & build performances. To add it, see [this documentation](https://react.dev/learn/react-compiler/installation).
-
-## Expanding the ESLint configuration
-
-If you are developing a production application, we recommend updating the configuration to enable type-aware lint rules:
-
-```js
-export default defineConfig([
-  globalIgnores(['dist']),
-  {
-    files: ['**/*.{ts,tsx}'],
-    extends: [
-      // Other configs...
-
-      // Remove tseslint.configs.recommended and replace with this
-      tseslint.configs.recommendedTypeChecked,
-      // Alternatively, use this for stricter rules
-      tseslint.configs.strictTypeChecked,
-      // Optionally, add this for stylistic rules
-      tseslint.configs.stylisticTypeChecked,
-
-      // Other configs...
-    ],
-    languageOptions: {
-      parserOptions: {
-        project: ['./tsconfig.node.json', './tsconfig.app.json'],
-        tsconfigRootDir: import.meta.dirname,
-      },
-      // other options...
-    },
-  },
-])
-```
-
-You can also install [eslint-plugin-react-x](https://github.com/Rel1cx/eslint-react/tree/main/packages/plugins/eslint-plugin-react-x) and [eslint-plugin-react-dom](https://github.com/Rel1cx/eslint-react/tree/main/packages/plugins/eslint-plugin-react-dom) for React-specific lint rules:
-
-```js
-// eslint.config.js
-import reactX from 'eslint-plugin-react-x'
-import reactDom from 'eslint-plugin-react-dom'
-
-export default defineConfig([
-  globalIgnores(['dist']),
-  {
-    files: ['**/*.{ts,tsx}'],
-    extends: [
-      // Other configs...
-      // Enable lint rules for React
-      reactX.configs['recommended-typescript'],
-      // Enable lint rules for React DOM
-      reactDom.configs.recommended,
-    ],
-    languageOptions: {
-      parserOptions: {
-        project: ['./tsconfig.node.json', './tsconfig.app.json'],
-        tsconfigRootDir: import.meta.dirname,
-      },
-      // other options...
-    },
-  },
-])
-```

frontend/eslint.config.js

@@ -1,23 +0,0 @@
-import js from '@eslint/js'
-import globals from 'globals'
-import reactHooks from 'eslint-plugin-react-hooks'
-import reactRefresh from 'eslint-plugin-react-refresh'
-import tseslint from 'typescript-eslint'
-import { defineConfig, globalIgnores } from 'eslint/config'
-
-export default defineConfig([
-  globalIgnores(['dist']),
-  {
-    files: ['**/*.{ts,tsx}'],
-    extends: [
-      js.configs.recommended,
-      tseslint.configs.recommended,
-      reactHooks.configs.flat.recommended,
-      reactRefresh.configs.vite,
-    ],
-    languageOptions: {
-      ecmaVersion: 2020,
-      globals: globals.browser,
-    },
-  },
-])

frontend/index.html

@@ -1,13 +0,0 @@
-<!doctype html>
-<html lang="en">
-  <head>
-    <meta charset="UTF-8" />
-    <link rel="icon" type="image/svg+xml" href="/vite.svg" />
-    <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>frontend</title>
-  </head>
-  <body>
-    <div id="root"></div>
-    <script type="module" src="/src/main.tsx"></script>
-  </body>
-</html>

frontend/package.json

@@ -1,31 +0,0 @@
-{
-  "name": "frontend",
-  "private": true,
-  "version": "0.0.0",
-  "type": "module",
-  "scripts": {
-    "dev": "vite",
-    "build": "tsc -b && vite build",
-    "lint": "eslint .",
-    "preview": "vite preview"
-  },
-  "dependencies": {
-    "react": "^19.2.0",
-    "react-dom": "^19.2.0",
-    "react-router-dom": "^7.12.0"
-  },
-  "devDependencies": {
-    "@eslint/js": "^9.39.1",
-    "@types/node": "^24.10.1",
-    "@types/react": "^19.2.5",
-    "@types/react-dom": "^19.2.3",
-    "@vitejs/plugin-react": "^5.1.1",
-    "eslint": "^9.39.1",
-    "eslint-plugin-react-hooks": "^7.0.1",
-    "eslint-plugin-react-refresh": "^0.4.24",
-    "globals": "^16.5.0",
-    "typescript": "~5.9.3",
-    "typescript-eslint": "^8.46.4",
-    "vite": "^7.2.4"
-  }
-}

frontend/public/vite.svg

@@ -1 +0,0 @@
-<svg xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" aria-hidden="true" role="img" class="iconify iconify--logos" width="31.88" height="32" preserveAspectRatio="xMidYMid meet" viewBox="0 0 256 257"><defs><linearGradient id="IconifyId1813088fe1fbc01fb466" x1="-.828%" x2="57.636%" y1="7.652%" y2="78.411%"><stop offset="0%" stop-color="#41D1FF"></stop><stop offset="100%" stop-color="#BD34FE"></stop></linearGradient><linearGradient id="IconifyId1813088fe1fbc01fb467" x1="43.376%" x2="50.316%" y1="2.242%" y2="89.03%"><stop offset="0%" stop-color="#FFEA83"></stop><stop offset="8.333%" stop-color="#FFDD35"></stop><stop offset="100%" stop-color="#FFA800"></stop></linearGradient></defs><path fill="url(#IconifyId1813088fe1fbc01fb466)" d="M255.153 37.938L134.897 252.976c-2.483 4.44-8.862 4.466-11.382.048L.875 37.958c-2.746-4.814 1.371-10.646 6.827-9.67l120.385 21.517a6.537 6.537 0 0 0 2.322-.004l117.867-21.483c5.438-.991 9.574 4.796 6.877 9.62Z"></path><path fill="url(#IconifyId1813088fe1fbc01fb467)" d="M185.432.063L96.44 17.501a3.268 3.268 0 0 0-2.634 3.014l-5.474 92.456a3.268 3.268 0 0 0 3.997 3.378l24.777-5.718c2.318-.535 4.413 1.507 3.936 3.838l-7.361 36.047c-.495 2.426 1.782 4.5 4.151 3.78l15.304-4.649c2.372-.72 4.652 1.36 4.15 3.788l-11.698 56.621c-.732 3.542 3.979 5.473 5.943 2.437l1.313-2.028l72.516-144.72c1.215-2.423-.88-5.186-3.54-4.672l-25.505 4.922c-2.396.462-4.435-1.77-3.759-4.114l16.646-57.705c.677-2.35-1.37-4.583-3.769-4.113Z"></path></svg>

frontend/src/App.css

@@ -1,654 +0,0 @@
-* {
-  box-sizing: border-box;
-}
-
-body {
-  margin: 0;
-  font-family: -apple-system, BlinkMacSystemFont, "Segoe UI", Roboto, sans-serif;
-  background: var(--color-bg);
-  color: var(--color-text);
-}
-
-.app {
-  max-width: 1000px;
-  margin: 0 auto;
-  padding: 20px;
-}
-
-nav {
-  display: flex;
-  align-items: center;
-  gap: 20px;
-  padding: 15px 0;
-  border-bottom: 1px solid var(--color-border);
-  margin-bottom: 20px;
-}
-
-.theme-toggle {
-  margin-left: auto;
-}
-
-nav a {
-  color: var(--color-primary);
-  text-decoration: none;
-  font-weight: 500;
-}
-
-nav a:hover {
-  text-decoration: underline;
-}
-
-main {
-  background: var(--color-bg-card);
-  padding: 20px;
-  border-radius: 8px;
-  box-shadow: var(--shadow);
-}
-
-.header {
-  display: flex;
-  justify-content: space-between;
-  align-items: center;
-  margin-bottom: 20px;
-}
-
-.header h1 {
-  margin: 0;
-}
-
-.btn {
-  display: inline-block;
-  padding: 8px 16px;
-  border: 1px solid var(--color-border);
-  border-radius: 4px;
-  background: var(--color-bg-card);
-  color: var(--color-text);
-  text-decoration: none;
-  cursor: pointer;
-  font-size: 14px;
-  margin-left: 8px;
-}
-
-.btn:hover {
-  background: var(--color-bg-hover);
-}
-
-.btn-primary {
-  background: var(--color-primary);
-  border-color: var(--color-primary);
-  color: white;
-}
-
-.btn-primary:hover {
-  background: var(--color-primary-hover);
-}
-
-.btn-danger {
-  background: var(--color-danger);
-  border-color: var(--color-danger);
-  color: white;
-}
-
-.btn-danger:hover {
-  background: var(--color-danger-hover);
-}
-
-.btn-small {
-  padding: 4px 8px;
-  font-size: 12px;
-}
-
-.btn:disabled {
-  opacity: 0.6;
-  cursor: not-allowed;
-}
-
-table {
-  width: 100%;
-  border-collapse: collapse;
-}
-
-th,
-td {
-  padding: 12px;
-  text-align: left;
-  border-bottom: 1px solid var(--color-border-light);
-}
-
-th {
-  font-weight: 600;
-  background: var(--color-bg-muted);
-}
-
-tr:hover {
-  background: var(--color-bg-muted);
-}
-
-.error {
-  background: var(--color-bg-error);
-  color: var(--color-text-error);
-  padding: 10px;
-  border-radius: 4px;
-  margin-bottom: 20px;
-}
-
-.info-grid {
-  display: grid;
-  grid-template-columns: repeat(auto-fill, minmax(200px, 1fr));
-  gap: 10px;
-  margin-bottom: 20px;
-}
-
-.section {
-  margin-top: 30px;
-  padding-top: 20px;
-  border-top: 1px solid var(--color-border-light);
-}
-
-.section h3 {
-  margin-top: 0;
-  margin-bottom: 15px;
-}
-
-.section h4 {
-  margin: 15px 0 10px;
-  font-size: 14px;
-  color: var(--color-text-muted);
-}
-
-.section ul {
-  list-style: none;
-  padding: 0;
-  margin: 0;
-}
-
-.section li {
-  display: flex;
-  align-items: center;
-  gap: 10px;
-  padding: 8px 0;
-  border-bottom: 1px solid var(--color-border-lighter);
-}
-
-.tag {
-  display: inline-block;
-  background: var(--color-tag-bg);
-  padding: 2px 8px;
-  border-radius: 12px;
-  font-size: 12px;
-  color: var(--color-text-muted);
-}
-
-.add-form {
-  display: flex;
-  gap: 10px;
-  margin-top: 15px;
-  flex-wrap: wrap;
-}
-
-.add-form select,
-.add-form input {
-  padding: 8px;
-  border: 1px solid var(--color-border);
-  border-radius: 4px;
-  min-width: 200px;
-  background: var(--color-bg-card);
-  color: var(--color-text);
-}
-
-.form-group {
-  margin-bottom: 20px;
-}
-
-.form-group label {
-  display: block;
-  font-weight: 500;
-  margin-bottom: 5px;
-}
-
-.form-group input,
-.form-group textarea,
-.form-group select {
-  width: 100%;
-  padding: 10px;
-  border: 1px solid var(--color-border);
-  border-radius: 4px;
-  font-size: 14px;
-  background: var(--color-bg-card);
-  color: var(--color-text);
-}
-
-.form-group textarea {
-  resize: vertical;
-}
-
-.form-row {
-  display: grid;
-  grid-template-columns: 1fr 1fr;
-  gap: 20px;
-}
-
-.checkbox-group {
-  display: flex;
-  flex-wrap: wrap;
-  gap: 15px;
-}
-
-.checkbox-label {
-  display: flex;
-  align-items: center;
-  gap: 5px;
-  cursor: pointer;
-}
-
-.form-actions {
-  display: flex;
-  gap: 10px;
-  margin-top: 30px;
-  padding-top: 20px;
-  border-top: 1px solid var(--color-border-light);
-}
-
-.need-list .header {
-  margin-bottom: 20px;
-}
-
-.need-form {
-  background: var(--color-bg-muted);
-  padding: 20px;
-  border-radius: 4px;
-  margin-bottom: 20px;
-}
-
-.need-items {
-  list-style: none;
-  padding: 0;
-}
-
-.need-items li {
-  display: flex;
-  justify-content: space-between;
-  align-items: flex-start;
-  padding: 15px;
-  border: 1px solid var(--color-border-light);
-  border-radius: 4px;
-  margin-bottom: 10px;
-}
-
-.need-info p {
-  margin: 5px 0 0;
-  color: var(--color-text-muted);
-  font-size: 14px;
-}
-
-a {
-  color: var(--color-primary);
-}
-
-a:hover {
-  text-decoration: underline;
-}
-
-/* Graph styles */
-.graph-container {
-  width: 100%;
-}
-
-.graph-hint {
-  color: var(--color-text-muted);
-  font-size: 14px;
-  margin-bottom: 15px;
-}
-
-.selected-info {
-  margin-top: 15px;
-  padding: 15px;
-  background: var(--color-bg-muted);
-  border-radius: 8px;
-}
-
-.selected-info h3 {
-  margin: 0 0 10px;
-}
-
-.selected-info p {
-  margin: 5px 0;
-  color: var(--color-text-muted);
-}
-
-.legend {
-  margin-top: 20px;
-  padding: 15px;
-  background: var(--color-bg-muted);
-  border-radius: 8px;
-}
-
-.legend h4 {
-  margin: 0 0 10px;
-  font-size: 14px;
-}
-
-.legend-items {
-  display: flex;
-  flex-wrap: wrap;
-  gap: 15px;
-}
-
-.legend-item {
-  display: flex;
-  align-items: center;
-  gap: 8px;
-  font-size: 12px;
-  color: var(--color-text-muted);
-}
-
-.legend-line {
-  width: 30px;
-  border-radius: 2px;
-}
-
-/* Weight control styles */
-.weight-control {
-  display: flex;
-  align-items: center;
-  gap: 8px;
-  font-size: 12px;
-  color: var(--color-text-muted);
-}
-
-.weight-control input[type="range"] {
-  width: 80px;
-  cursor: pointer;
-}
-
-.weight-value {
-  min-width: 20px;
-  text-align: center;
-  font-weight: 600;
-}
-
-.weight-display {
-  font-size: 12px;
-  color: var(--color-text-muted);
-  margin-left: auto;
-}
-
-/* ID Card Styles */
-.id-card {
-  width: 100%;
-}
-
-.id-card-inner {
-  background: linear-gradient(135deg, #0a0a0f 0%, #1a1a2e 50%, #0a0a0f 100%);
-  background-image:
-    radial-gradient(white 1px, transparent 1px),
-    linear-gradient(135deg, #0a0a0f 0%, #1a1a2e 50%, #0a0a0f 100%);
-  background-size: 50px 50px, 100% 100%;
-  background-position: 0 0, 0 0;
-  color: #fff;
-  border-radius: 12px;
-  padding: 25px;
-  min-height: 500px;
-  position: relative;
-  overflow: hidden;
-}
-
-.id-card-header {
-  display: flex;
-  justify-content: space-between;
-  align-items: flex-start;
-  margin-bottom: 15px;
-}
-
-.id-card-header-left {
-  flex: 1;
-}
-
-.id-card-header-right {
-  display: flex;
-  flex-direction: column;
-  align-items: flex-end;
-  gap: 10px;
-}
-
-.id-card-title {
-  font-size: 2.5rem;
-  font-weight: 700;
-  margin: 0;
-  color: #fff;
-  text-shadow: 2px 2px 4px rgba(0,0,0,0.5);
-}
-
-.id-profile-pic {
-  width: 80px;
-  height: 80px;
-  border-radius: 8px;
-  object-fit: cover;
-  border: 2px solid rgba(255,255,255,0.3);
-}
-
-.id-profile-placeholder {
-  width: 80px;
-  height: 80px;
-  border-radius: 8px;
-  background: linear-gradient(135deg, #4ecdc4 0%, #44a8a0 100%);
-  display: flex;
-  align-items: center;
-  justify-content: center;
-  border: 2px solid rgba(255,255,255,0.3);
-}
-
-.id-profile-placeholder span {
-  font-size: 2rem;
-  font-weight: 700;
-  color: #fff;
-  text-shadow: 1px 1px 2px rgba(0,0,0,0.3);
-}
-
-.id-card-actions {
-  display: flex;
-  gap: 8px;
-}
-
-.id-card-actions .btn {
-  background: rgba(255,255,255,0.1);
-  border-color: rgba(255,255,255,0.3);
-  color: #fff;
-}
-
-.id-card-actions .btn:hover {
-  background: rgba(255,255,255,0.2);
-}
-
-.id-card-body {
-  display: grid;
-  grid-template-columns: 1fr 1.5fr;
-  gap: 30px;
-}
-
-.id-card-left {
-  display: flex;
-  flex-direction: column;
-  gap: 8px;
-}
-
-.id-field {
-  font-size: 1rem;
-  line-height: 1.4;
-}
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-.id-field-block {
-  margin-top: 15px;
-  font-size: 0.95rem;
-  line-height: 1.5;
-}
-
-.id-label {
-  color: #4ecdc4;
-  font-weight: 500;
-}
-
-.id-card-right {
-  display: flex;
-  flex-direction: column;
-  gap: 20px;
-}
-
-.id-bio {
-  font-size: 0.9rem;
-  line-height: 1.6;
-  color: #e0e0e0;
-}
-
-.id-relationships {
-  margin-top: 10px;
-}
-
-.id-section-title {
-  font-size: 1.5rem;
-  margin: 0 0 15px;
-  color: #fff;
-  border-bottom: 1px solid rgba(255,255,255,0.2);
-  padding-bottom: 8px;
-}
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-.id-rel-group {
-  margin-bottom: 12px;
-  font-size: 0.9rem;
-  line-height: 1.6;
-}
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-.id-rel-label {
-  color: #a0a0a0;
-}
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-.id-rel-group a {
-  color: #4ecdc4;
-  text-decoration: none;
-}
-
-.id-rel-group a:hover {
-  text-decoration: underline;
-}
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-.id-rel-type {
-  color: #888;
-  font-size: 0.85em;
-}
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-.id-card-warnings {
-  margin-top: 30px;
-  padding-top: 20px;
-  border-top: 1px solid rgba(255,255,255,0.2);
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-}
-
-.id-warning {
-  display: flex;
-  align-items: center;
-  gap: 8px;
-  font-size: 0.9rem;
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-}
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-.warning-dot {
-  width: 8px;
-  height: 8px;
-  background: #ff6b6b;
-  border-radius: 50%;
-  flex-shrink: 0;
-}
-
-.warning-desc {
-  color: #ccc;
-}
-
-/* Management section */
-.id-card-manage {
-  margin-top: 20px;
-  background: var(--color-bg-muted);
-  border-radius: 8px;
-  padding: 15px;
-}
-
-.id-card-manage summary {
-  cursor: pointer;
-  font-weight: 600;
-  font-size: 1.1rem;
-  padding: 5px 0;
-}
-
-.id-card-manage[open] summary {
-  margin-bottom: 15px;
-  border-bottom: 1px solid var(--color-border-light);
-  padding-bottom: 10px;
-}
-
-.manage-section {
-  margin-bottom: 25px;
-}
-
-.manage-section h3 {
-  margin: 0 0 15px;
-  font-size: 1rem;
-}
-
-.manage-relationships {
-  display: flex;
-  flex-direction: column;
-  gap: 10px;
-  margin-bottom: 15px;
-}
-
-.manage-rel-item {
-  display: flex;
-  align-items: center;
-  gap: 12px;
-  padding: 10px;
-  background: var(--color-bg-card);
-  border-radius: 6px;
-  flex-wrap: wrap;
-}
-
-.manage-rel-item a {
-  font-weight: 500;
-  min-width: 120px;
-}
-
-.manage-needs-list {
-  list-style: none;
-  padding: 0;
-  margin: 0 0 15px;
-}
-
-.manage-needs-list li {
-  display: flex;
-  align-items: center;
-  gap: 12px;
-  padding: 10px;
-  background: var(--color-bg-card);
-  border-radius: 6px;
-  margin-bottom: 8px;
-}
-
-.manage-needs-list li .btn {
-  margin-left: auto;
-}
-
-/* Responsive adjustments */
-@media (max-width: 768px) {
-  .id-card-body {
-    grid-template-columns: 1fr;
-  }
-
-  .id-card-title {
-    font-size: 1.8rem;
-  }
-
-  .id-card-header {
-    flex-direction: column;
-    gap: 15px;
-  }
-}

frontend/src/App.tsx

@@ -1,50 +0,0 @@
-import { useEffect, useState } from "react";
-import { Link, Route, Routes } from "react-router-dom";
-import { ContactDetail } from "./components/ContactDetail";
-import { ContactForm } from "./components/ContactForm";
-import { ContactList } from "./components/ContactList";
-import { NeedList } from "./components/NeedList";
-import { RelationshipGraph } from "./components/RelationshipGraph";
-import "./App.css";
-
-function App() {
-  const [theme, setTheme] = useState<"light" | "dark">(() => {
-    return (localStorage.getItem("theme") as "light" | "dark") || "light";
-  });
-
-  useEffect(() => {
-    document.documentElement.setAttribute("data-theme", theme);
-    localStorage.setItem("theme", theme);
-  }, [theme]);
-
-  const toggleTheme = () => {
-    setTheme((prev) => (prev === "light" ? "dark" : "light"));
-  };
-
-  return (
-    <div className="app">
-      <nav>
-        <Link to="/contacts">Contacts</Link>
-        <Link to="/graph">Graph</Link>
-        <Link to="/needs">Needs</Link>
-        <button className="btn btn-small theme-toggle" onClick={toggleTheme}>
-          {theme === "light" ? "Dark" : "Light"}
-        </button>
-      </nav>
-
-      <main>
-        <Routes>
-          <Route path="/" element={<ContactList />} />
-          <Route path="/contacts" element={<ContactList />} />
-          <Route path="/contacts/new" element={<ContactForm />} />
-          <Route path="/contacts/:id" element={<ContactDetail />} />
-          <Route path="/contacts/:id/edit" element={<ContactForm />} />
-          <Route path="/graph" element={<RelationshipGraph />} />
-          <Route path="/needs" element={<NeedList />} />
-        </Routes>
-      </main>
-    </div>
-  );
-}
-
-export default App;

frontend/src/api/client.ts

@@ -1,105 +0,0 @@
-import type {
-  Contact,
-  ContactCreate,
-  ContactListItem,
-  ContactRelationship,
-  ContactRelationshipCreate,
-  ContactRelationshipUpdate,
-  ContactUpdate,
-  GraphData,
-  Need,
-  NeedCreate,
-} from "../types";
-
-const API_BASE = "";
-
-async function request<T>(
-  endpoint: string,
-  options?: RequestInit
-): Promise<T> {
-  const response = await fetch(`${API_BASE}${endpoint}`, {
-    ...options,
-    headers: {
-      "Content-Type": "application/json",
-      ...options?.headers,
-    },
-  });
-
-  if (!response.ok) {
-    const error = await response.json().catch(() => ({}));
-    throw new Error(error.detail || `HTTP ${response.status}`);
-  }
-
-  return response.json();
-}
-
-export const api = {
-  // Needs
-  needs: {
-    list: () => request<Need[]>("/api/needs"),
-    get: (id: number) => request<Need>(`/api/needs/${id}`),
-    create: (data: NeedCreate) =>
-      request<Need>("/api/needs", {
-        method: "POST",
-        body: JSON.stringify(data),
-      }),
-    delete: (id: number) =>
-      request<{ deleted: boolean }>(`/api/needs/${id}`, { method: "DELETE" }),
-  },
-
-  // Contacts
-  contacts: {
-    list: (skip = 0, limit = 100) =>
-      request<ContactListItem[]>(`/api/contacts?skip=${skip}&limit=${limit}`),
-    get: (id: number) => request<Contact>(`/api/contacts/${id}`),
-    create: (data: ContactCreate) =>
-      request<Contact>("/api/contacts", {
-        method: "POST",
-        body: JSON.stringify(data),
-      }),
-    update: (id: number, data: ContactUpdate) =>
-      request<Contact>(`/api/contacts/${id}`, {
-        method: "PATCH",
-        body: JSON.stringify(data),
-      }),
-    delete: (id: number) =>
-      request<{ deleted: boolean }>(`/api/contacts/${id}`, { method: "DELETE" }),
-
-    // Contact-Need relationships
-    addNeed: (contactId: number, needId: number) =>
-      request<{ added: boolean }>(`/api/contacts/${contactId}/needs/${needId}`, {
-        method: "POST",
-      }),
-    removeNeed: (contactId: number, needId: number) =>
-      request<{ removed: boolean }>(`/api/contacts/${contactId}/needs/${needId}`, {
-        method: "DELETE",
-      }),
-
-    // Contact-Contact relationships
-    getRelationships: (contactId: number) =>
-      request<ContactRelationship[]>(`/api/contacts/${contactId}/relationships`),
-    addRelationship: (contactId: number, data: ContactRelationshipCreate) =>
-      request<ContactRelationship>(`/api/contacts/${contactId}/relationships`, {
-        method: "POST",
-        body: JSON.stringify(data),
-      }),
-    updateRelationship: (contactId: number, relatedContactId: number, data: ContactRelationshipUpdate) =>
-      request<ContactRelationship>(
-        `/api/contacts/${contactId}/relationships/${relatedContactId}`,
-        {
-          method: "PATCH",
-          body: JSON.stringify(data),
-        }
-      ),
-    removeRelationship: (contactId: number, relatedContactId: number) =>
-      request<{ deleted: boolean }>(
-        `/api/contacts/${contactId}/relationships/${relatedContactId}`,
-        { method: "DELETE" }
-      ),
-  },
-
-  // Graph
-  graph: {
-    get: () => request<GraphData>("/api/graph"),
-  },
-};

frontend/src/assets/react.svg

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frontend/src/components/ContactDetail.tsx

@@ -1,456 +0,0 @@
-import { useEffect, useState } from "react";
-import { Link, useParams } from "react-router-dom";
-import { api } from "../api/client";
-import type { Contact, ContactListItem, Need, RelationshipTypeValue } from "../types";
-import { RELATIONSHIP_TYPES } from "../types";
-
-export function ContactDetail() {
-  const { id } = useParams<{ id: string }>();
-  const [contact, setContact] = useState<Contact | null>(null);
-  const [allNeeds, setAllNeeds] = useState<Need[]>([]);
-  const [allContacts, setAllContacts] = useState<ContactListItem[]>([]);
-  const [loading, setLoading] = useState(true);
-  const [error, setError] = useState<string | null>(null);
-
-  const [newNeedId, setNewNeedId] = useState<number | "">("");
-  const [newRelContactId, setNewRelContactId] = useState<number | "">("");
-  const [newRelType, setNewRelType] = useState<RelationshipTypeValue | "">("");
-
-  useEffect(() => {
-    if (!id) return;
-    Promise.all([
-      api.contacts.get(Number(id)),
-      api.needs.list(),
-      api.contacts.list(),
-    ])
-      .then(([c, n, contacts]) => {
-        setContact(c);
-        setAllNeeds(n);
-        setAllContacts(contacts.filter((ct) => ct.id !== Number(id)));
-      })
-      .catch((err) => setError(err.message))
-      .finally(() => setLoading(false));
-  }, [id]);
-
-  const handleAddNeed = async () => {
-    if (!contact || newNeedId === "") return;
-    try {
-      await api.contacts.addNeed(contact.id, Number(newNeedId));
-      const updated = await api.contacts.get(contact.id);
-      setContact(updated);
-      setNewNeedId("");
-    } catch (err) {
-      setError(err instanceof Error ? err.message : "Failed to add need");
-    }
-  };
-
-  const handleRemoveNeed = async (needId: number) => {
-    if (!contact) return;
-    try {
-      await api.contacts.removeNeed(contact.id, needId);
-      const updated = await api.contacts.get(contact.id);
-      setContact(updated);
-    } catch (err) {
-      setError(err instanceof Error ? err.message : "Failed to remove need");
-    }
-  };
-
-  const handleAddRelationship = async () => {
-    if (!contact || newRelContactId === "" || newRelType === "") return;
-    try {
-      await api.contacts.addRelationship(contact.id, {
-        related_contact_id: Number(newRelContactId),
-        relationship_type: newRelType,
-      });
-      const updated = await api.contacts.get(contact.id);
-      setContact(updated);
-      setNewRelContactId("");
-      setNewRelType("");
-    } catch (err) {
-      setError(
-        err instanceof Error ? err.message : "Failed to add relationship"
-      );
-    }
-  };
-
-  const handleRemoveRelationship = async (relatedContactId: number) => {
-    if (!contact) return;
-    try {
-      await api.contacts.removeRelationship(contact.id, relatedContactId);
-      const updated = await api.contacts.get(contact.id);
-      setContact(updated);
-    } catch (err) {
-      setError(
-        err instanceof Error ? err.message : "Failed to remove relationship"
-      );
-    }
-  };
-
-  const handleUpdateWeight = async (relatedContactId: number, newWeight: number) => {
-    if (!contact) return;
-    try {
-      await api.contacts.updateRelationship(contact.id, relatedContactId, {
-        closeness_weight: newWeight,
-      });
-      const updated = await api.contacts.get(contact.id);
-      setContact(updated);
-    } catch (err) {
-      setError(
-        err instanceof Error ? err.message : "Failed to update weight"
-      );
-    }
-  };
-
-  if (loading) return <div>Loading...</div>;
-  if (error) return <div className="error">Error: {error}</div>;
-  if (!contact) return <div>Contact not found</div>;
-
-  const availableNeeds = allNeeds.filter(
-    (n) => !contact.needs.some((cn) => cn.id === n.id)
-  );
-
-  const getContactName = (contactId: number) => {
-    const c = allContacts.find((ct) => ct.id === contactId);
-    return c?.name || `Contact #${contactId}`;
-  };
-
-  const getRelationshipDisplayName = (type: string) => {
-    const rt = RELATIONSHIP_TYPES.find((r) => r.value === type);
-    return rt?.displayName || type;
-  };
-
-  // Group relationships by category for display
-  const groupRelationships = () => {
-    const familial: typeof contact.related_to = [];
-    const friends: typeof contact.related_to = [];
-    const partners: typeof contact.related_to = [];
-    const professional: typeof contact.related_to = [];
-    const other: typeof contact.related_to = [];
-
-    const familialTypes = ['parent', 'child', 'sibling', 'grandparent', 'grandchild', 'aunt_uncle', 'niece_nephew', 'cousin', 'in_law'];
-    const friendTypes = ['best_friend', 'close_friend', 'friend', 'acquaintance', 'neighbor'];
-    const partnerTypes = ['spouse', 'partner'];
-    const professionalTypes = ['mentor', 'mentee', 'business_partner', 'colleague', 'manager', 'direct_report', 'client'];
-
-    for (const rel of contact.related_to) {
-      if (familialTypes.includes(rel.relationship_type)) {
-        familial.push(rel);
-      } else if (friendTypes.includes(rel.relationship_type)) {
-        friends.push(rel);
-      } else if (partnerTypes.includes(rel.relationship_type)) {
-        partners.push(rel);
-      } else if (professionalTypes.includes(rel.relationship_type)) {
-        professional.push(rel);
-      } else {
-        other.push(rel);
-      }
-    }
-
-    return { familial, friends, partners, professional, other };
-  };
-
-  const relationshipGroups = groupRelationships();
-
-  return (
-    <div className="id-card">
-      <div className="id-card-inner">
-        {/* Header with name and profile pic */}
-        <div className="id-card-header">
-          <div className="id-card-header-left">
-            <h1 className="id-card-title">I.D.: {contact.name}</h1>
-          </div>
-          <div className="id-card-header-right">
-            {contact.profile_pic ? (
-              <img
-                src={contact.profile_pic}
-                alt={`${contact.name}'s profile`}
-                className="id-profile-pic"
-              />
-            ) : (
-              <div className="id-profile-placeholder">
-                <span>{contact.name.charAt(0).toUpperCase()}</span>
-              </div>
-            )}
-            <div className="id-card-actions">
-              <Link to={`/contacts/${contact.id}/edit`} className="btn btn-small">
-                Edit
-              </Link>
-              <Link to="/contacts" className="btn btn-small">
-                Back
-              </Link>
-            </div>
-          </div>
-        </div>
-
-        <div className="id-card-body">
-          {/* Left column - Basic info */}
-          <div className="id-card-left">
-            {contact.legal_name && (
-              <div className="id-field">Legal name: {contact.legal_name}</div>
-            )}
-            {contact.suffix && (
-              <div className="id-field">Suffix: {contact.suffix}</div>
-            )}
-            {contact.gender && (
-              <div className="id-field">Gender: {contact.gender}</div>
-            )}
-            {contact.age && (
-              <div className="id-field">Age: {contact.age}</div>
-            )}
-            {contact.current_job && (
-              <div className="id-field">Job: {contact.current_job}</div>
-            )}
-            {contact.social_structure_style && (
-              <div className="id-field">Social style: {contact.social_structure_style}</div>
-            )}
-            {contact.self_sufficiency_score !== null && (
-              <div className="id-field">Self-Sufficiency: {contact.self_sufficiency_score}</div>
-            )}
-            {contact.timezone && (
-              <div className="id-field">Timezone: {contact.timezone}</div>
-            )}
-
-            {contact.safe_conversation_starters && (
-              <div className="id-field-block">
-                <span className="id-label">Safe con starters:</span> {contact.safe_conversation_starters}
-              </div>
-            )}
-
-            {contact.topics_to_avoid && (
-              <div className="id-field-block">
-                <span className="id-label">Topics to avoid:</span> {contact.topics_to_avoid}
-              </div>
-            )}
-
-            {contact.goals && (
-              <div className="id-field-block">
-                <span className="id-label">Goals:</span> {contact.goals}
-              </div>
-            )}
-          </div>
-
-          {/* Right column - Bio and Relationships */}
-          <div className="id-card-right">
-            {contact.bio && (
-              <div className="id-bio">
-                <span className="id-label">Bio:</span> {contact.bio}
-              </div>
-            )}
-
-            <div className="id-relationships">
-              <h2 className="id-section-title">Relationships</h2>
-
-              {relationshipGroups.familial.length > 0 && (
-                <div className="id-rel-group">
-                  <span className="id-rel-label">Familial:</span>{" "}
-                  {relationshipGroups.familial.map((rel, i) => (
-                    <span key={rel.related_contact_id}>
-                      <Link to={`/contacts/${rel.related_contact_id}`}>
-                        {getContactName(rel.related_contact_id)}
-                      </Link>
-                      <span className="id-rel-type">({getRelationshipDisplayName(rel.relationship_type)})</span>
-                      {i < relationshipGroups.familial.length - 1 && ", "}
-                    </span>
-                  ))}
-                </div>
-              )}
-
-              {relationshipGroups.partners.length > 0 && (
-                <div className="id-rel-group">
-                  <span className="id-rel-label">Partners:</span>{" "}
-                  {relationshipGroups.partners.map((rel, i) => (
-                    <span key={rel.related_contact_id}>
-                      <Link to={`/contacts/${rel.related_contact_id}`}>
-                        {getContactName(rel.related_contact_id)}
-                      </Link>
-                      {i < relationshipGroups.partners.length - 1 && ", "}
-                    </span>
-                  ))}
-                </div>
-              )}
-
-              {relationshipGroups.friends.length > 0 && (
-                <div className="id-rel-group">
-                  <span className="id-rel-label">Friends:</span>{" "}
-                  {relationshipGroups.friends.map((rel, i) => (
-                    <span key={rel.related_contact_id}>
-                      <Link to={`/contacts/${rel.related_contact_id}`}>
-                        {getContactName(rel.related_contact_id)}
-                      </Link>
-                      {i < relationshipGroups.friends.length - 1 && ", "}
-                    </span>
-                  ))}
-                </div>
-              )}
-
-              {relationshipGroups.professional.length > 0 && (
-                <div className="id-rel-group">
-                  <span className="id-rel-label">Professional:</span>{" "}
-                  {relationshipGroups.professional.map((rel, i) => (
-                    <span key={rel.related_contact_id}>
-                      <Link to={`/contacts/${rel.related_contact_id}`}>
-                        {getContactName(rel.related_contact_id)}
-                      </Link>
-                      <span className="id-rel-type">({getRelationshipDisplayName(rel.relationship_type)})</span>
-                      {i < relationshipGroups.professional.length - 1 && ", "}
-                    </span>
-                  ))}
-                </div>
-              )}
-
-              {relationshipGroups.other.length > 0 && (
-                <div className="id-rel-group">
-                  <span className="id-rel-label">Other:</span>{" "}
-                  {relationshipGroups.other.map((rel, i) => (
-                    <span key={rel.related_contact_id}>
-                      <Link to={`/contacts/${rel.related_contact_id}`}>
-                        {getContactName(rel.related_contact_id)}
-                      </Link>
-                      <span className="id-rel-type">({getRelationshipDisplayName(rel.relationship_type)})</span>
-                      {i < relationshipGroups.other.length - 1 && ", "}
-                    </span>
-                  ))}
-                </div>
-              )}
-
-              {contact.related_from.length > 0 && (
-                <div className="id-rel-group">
-                  <span className="id-rel-label">Known by:</span>{" "}
-                  {contact.related_from.map((rel, i) => (
-                    <span key={rel.contact_id}>
-                      <Link to={`/contacts/${rel.contact_id}`}>
-                        {getContactName(rel.contact_id)}
-                      </Link>
-                      {i < contact.related_from.length - 1 && ", "}
-                    </span>
-                  ))}
-                </div>
-              )}
-            </div>
-          </div>
-        </div>
-
-        {/* Needs/Warnings at bottom */}
-        {contact.needs.length > 0 && (
-          <div className="id-card-warnings">
-            {contact.needs.map((need) => (
-              <div key={need.id} className="id-warning">
-                <span className="warning-dot"></span>
-                Warning: {need.name}
-                {need.description && <span className="warning-desc"> - {need.description}</span>}
-              </div>
-            ))}
-          </div>
-        )}
-      </div>
-
-      {/* Management section (expandable) */}
-      <details className="id-card-manage">
-        <summary>Manage Contact</summary>
-
-        <div className="manage-section">
-          <h3>Manage Relationships</h3>
-          <div className="manage-relationships">
-            {contact.related_to.map((rel) => (
-              <div key={rel.related_contact_id} className="manage-rel-item">
-                <Link to={`/contacts/${rel.related_contact_id}`}>
-                  {getContactName(rel.related_contact_id)}
-                </Link>
-                <span className="tag">{getRelationshipDisplayName(rel.relationship_type)}</span>
-                <label className="weight-control">
-                  <span>Closeness:</span>
-                  <input
-                    type="range"
-                    min="1"
-                    max="10"
-                    value={rel.closeness_weight}
-                    onChange={(e) => handleUpdateWeight(rel.related_contact_id, Number(e.target.value))}
-                  />
-                  <span className="weight-value">{rel.closeness_weight}</span>
-                </label>
-                <button
-                  onClick={() => handleRemoveRelationship(rel.related_contact_id)}
-                  className="btn btn-small btn-danger"
-                >
-                  Remove
-                </button>
-              </div>
-            ))}
-          </div>
-
-          {allContacts.length > 0 && (
-            <div className="add-form">
-              <select
-                value={newRelContactId}
-                onChange={(e) =>
-                  setNewRelContactId(
-                    e.target.value ? Number(e.target.value) : ""
-                  )
-                }
-              >
-                <option value="">Select contact...</option>
-                {allContacts.map((c) => (
-                  <option key={c.id} value={c.id}>
-                    {c.name}
-                  </option>
-                ))}
-              </select>
-              <select
-                value={newRelType}
-                onChange={(e) => setNewRelType(e.target.value as RelationshipTypeValue | "")}
-              >
-                <option value="">Select relationship type...</option>
-                {RELATIONSHIP_TYPES.map((rt) => (
-                  <option key={rt.value} value={rt.value}>
-                    {rt.displayName}
-                  </option>
-                ))}
-              </select>
-              <button onClick={handleAddRelationship} className="btn btn-primary">
-                Add Relationship
-              </button>
-            </div>
-          )}
-        </div>
-
-        <div className="manage-section">
-          <h3>Manage Needs/Warnings</h3>
-          <ul className="manage-needs-list">
-            {contact.needs.map((need) => (
-              <li key={need.id}>
-                <strong>{need.name}</strong>
-                {need.description && <span> - {need.description}</span>}
-                <button
-                  onClick={() => handleRemoveNeed(need.id)}
-                  className="btn btn-small btn-danger"
-                >
-                  Remove
-                </button>
-              </li>
-            ))}
-          </ul>
-          {availableNeeds.length > 0 && (
-            <div className="add-form">
-              <select
-                value={newNeedId}
-                onChange={(e) =>
-                  setNewNeedId(e.target.value ? Number(e.target.value) : "")
-                }
-              >
-                <option value="">Select a need...</option>
-                {availableNeeds.map((n) => (
-                  <option key={n.id} value={n.id}>
-                    {n.name}
-                  </option>
-                ))}
-              </select>
-              <button onClick={handleAddNeed} className="btn btn-primary">
-                Add Need
-              </button>
-            </div>
-          )}
-        </div>
-      </details>
-    </div>
-  );
-}

frontend/src/components/ContactForm.tsx

@@ -1,325 +0,0 @@
-import { useEffect, useState } from "react";
-import { useNavigate, useParams } from "react-router-dom";
-import { api } from "../api/client";
-import type { ContactCreate, Need } from "../types";
-
-export function ContactForm() {
-  const { id } = useParams<{ id: string }>();
-  const navigate = useNavigate();
-  const isEdit = Boolean(id);
-
-  const [allNeeds, setAllNeeds] = useState<Need[]>([]);
-  const [loading, setLoading] = useState(isEdit);
-  const [error, setError] = useState<string | null>(null);
-  const [submitting, setSubmitting] = useState(false);
-
-  const [form, setForm] = useState<ContactCreate>({
-    name: "",
-    age: null,
-    bio: null,
-    current_job: null,
-    gender: null,
-    goals: null,
-    legal_name: null,
-    profile_pic: null,
-    safe_conversation_starters: null,
-    self_sufficiency_score: null,
-    social_structure_style: null,
-    ssn: null,
-    suffix: null,
-    timezone: null,
-    topics_to_avoid: null,
-    need_ids: [],
-  });
-
-  useEffect(() => {
-    const loadData = async () => {
-      try {
-        const needs = await api.needs.list();
-        setAllNeeds(needs);
-
-        if (id) {
-          const contact = await api.contacts.get(Number(id));
-          setForm({
-            name: contact.name,
-            age: contact.age,
-            bio: contact.bio,
-            current_job: contact.current_job,
-            gender: contact.gender,
-            goals: contact.goals,
-            legal_name: contact.legal_name,
-            profile_pic: contact.profile_pic,
-            safe_conversation_starters: contact.safe_conversation_starters,
-            self_sufficiency_score: contact.self_sufficiency_score,
-            social_structure_style: contact.social_structure_style,
-            ssn: contact.ssn,
-            suffix: contact.suffix,
-            timezone: contact.timezone,
-            topics_to_avoid: contact.topics_to_avoid,
-            need_ids: contact.needs.map((n) => n.id),
-          });
-        }
-      } catch (err) {
-        setError(err instanceof Error ? err.message : "Failed to load data");
-      } finally {
-        setLoading(false);
-      }
-    };
-    loadData();
-  }, [id]);
-
-  const handleSubmit = async (e: React.FormEvent) => {
-    e.preventDefault();
-    setSubmitting(true);
-    setError(null);
-
-    try {
-      if (isEdit) {
-        await api.contacts.update(Number(id), form);
-        navigate(`/contacts/${id}`);
-      } else {
-        const created = await api.contacts.create(form);
-        navigate(`/contacts/${created.id}`);
-      }
-    } catch (err) {
-      setError(err instanceof Error ? err.message : "Save failed");
-      setSubmitting(false);
-    }
-  };
-
-  const updateField = <K extends keyof ContactCreate>(
-    field: K,
-    value: ContactCreate[K]
-  ) => {
-    setForm((prev) => ({ ...prev, [field]: value }));
-  };
-
-  const toggleNeed = (needId: number) => {
-    setForm((prev) => ({
-      ...prev,
-      need_ids: prev.need_ids?.includes(needId)
-        ? prev.need_ids.filter((id) => id !== needId)
-        : [...(prev.need_ids || []), needId],
-    }));
-  };
-
-  if (loading) return <div>Loading...</div>;
-
-  return (
-    <div className="contact-form">
-      <h1>{isEdit ? "Edit Contact" : "New Contact"}</h1>
-
-      {error && <div className="error">{error}</div>}
-
-      <form onSubmit={handleSubmit}>
-        <div className="form-group">
-          <label htmlFor="name">Name *</label>
-          <input
-            id="name"
-            type="text"
-            value={form.name}
-            onChange={(e) => updateField("name", e.target.value)}
-            required
-          />
-        </div>
-
-        <div className="form-row">
-          <div className="form-group">
-            <label htmlFor="legal_name">Legal Name</label>
-            <input
-              id="legal_name"
-              type="text"
-              value={form.legal_name || ""}
-              onChange={(e) =>
-                updateField("legal_name", e.target.value || null)
-              }
-            />
-          </div>
-          <div className="form-group">
-            <label htmlFor="suffix">Suffix</label>
-            <input
-              id="suffix"
-              type="text"
-              value={form.suffix || ""}
-              onChange={(e) => updateField("suffix", e.target.value || null)}
-            />
-          </div>
-        </div>
-
-        <div className="form-row">
-          <div className="form-group">
-            <label htmlFor="age">Age</label>
-            <input
-              id="age"
-              type="number"
-              value={form.age ?? ""}
-              onChange={(e) =>
-                updateField("age", e.target.value ? Number(e.target.value) : null)
-              }
-            />
-          </div>
-          <div className="form-group">
-            <label htmlFor="gender">Gender</label>
-            <input
-              id="gender"
-              type="text"
-              value={form.gender || ""}
-              onChange={(e) => updateField("gender", e.target.value || null)}
-            />
-          </div>
-        </div>
-
-        <div className="form-group">
-          <label htmlFor="current_job">Current Job</label>
-          <input
-            id="current_job"
-            type="text"
-            value={form.current_job || ""}
-            onChange={(e) =>
-              updateField("current_job", e.target.value || null)
-            }
-          />
-        </div>
-
-        <div className="form-group">
-          <label htmlFor="timezone">Timezone</label>
-          <input
-            id="timezone"
-            type="text"
-            value={form.timezone || ""}
-            onChange={(e) => updateField("timezone", e.target.value || null)}
-          />
-        </div>
-
-        <div className="form-group">
-          <label htmlFor="profile_pic">Profile Picture URL</label>
-          <input
-            id="profile_pic"
-            type="url"
-            placeholder="https://example.com/photo.jpg"
-            value={form.profile_pic || ""}
-            onChange={(e) => updateField("profile_pic", e.target.value || null)}
-          />
-        </div>
-
-        <div className="form-group">
-          <label htmlFor="bio">Bio</label>
-          <textarea
-            id="bio"
-            value={form.bio || ""}
-            onChange={(e) => updateField("bio", e.target.value || null)}
-            rows={3}
-          />
-        </div>
-
-        <div className="form-group">
-          <label htmlFor="goals">Goals</label>
-          <textarea
-            id="goals"
-            value={form.goals || ""}
-            onChange={(e) => updateField("goals", e.target.value || null)}
-            rows={3}
-          />
-        </div>
-
-        <div className="form-group">
-          <label htmlFor="social_structure_style">Social Structure Style</label>
-          <input
-            id="social_structure_style"
-            type="text"
-            value={form.social_structure_style || ""}
-            onChange={(e) =>
-              updateField("social_structure_style", e.target.value || null)
-            }
-          />
-        </div>
-
-        <div className="form-group">
-          <label htmlFor="self_sufficiency_score">
-            Self-Sufficiency Score (1-10)
-          </label>
-          <input
-            id="self_sufficiency_score"
-            type="number"
-            min="1"
-            max="10"
-            value={form.self_sufficiency_score ?? ""}
-            onChange={(e) =>
-              updateField(
-                "self_sufficiency_score",
-                e.target.value ? Number(e.target.value) : null
-              )
-            }
-          />
-        </div>
-
-        <div className="form-group">
-          <label htmlFor="safe_conversation_starters">
-            Safe Conversation Starters
-          </label>
-          <textarea
-            id="safe_conversation_starters"
-            value={form.safe_conversation_starters || ""}
-            onChange={(e) =>
-              updateField("safe_conversation_starters", e.target.value || null)
-            }
-            rows={2}
-          />
-        </div>
-
-        <div className="form-group">
-          <label htmlFor="topics_to_avoid">Topics to Avoid</label>
-          <textarea
-            id="topics_to_avoid"
-            value={form.topics_to_avoid || ""}
-            onChange={(e) =>
-              updateField("topics_to_avoid", e.target.value || null)
-            }
-            rows={2}
-          />
-        </div>
-
-        <div className="form-group">
-          <label htmlFor="ssn">SSN</label>
-          <input
-            id="ssn"
-            type="text"
-            value={form.ssn || ""}
-            onChange={(e) => updateField("ssn", e.target.value || null)}
-          />
-        </div>
-
-        {allNeeds.length > 0 && (
-          <div className="form-group">
-            <label>Needs/Accommodations</label>
-            <div className="checkbox-group">
-              {allNeeds.map((need) => (
-                <label key={need.id} className="checkbox-label">
-                  <input
-                    type="checkbox"
-                    checked={form.need_ids?.includes(need.id) || false}
-                    onChange={() => toggleNeed(need.id)}
-                  />
-                  {need.name}
-                </label>
-              ))}
-            </div>
-          </div>
-        )}
-
-        <div className="form-actions">
-          <button type="submit" className="btn btn-primary" disabled={submitting}>
-            {submitting ? "Saving..." : "Save"}
-          </button>
-          <button
-            type="button"
-            className="btn"
-            onClick={() => navigate(isEdit ? `/contacts/${id}` : "/contacts")}
-          >
-            Cancel
-          </button>
-        </div>
-      </form>
-    </div>
-  );
-}

frontend/src/components/ContactList.tsx

@@ -1,79 +0,0 @@
-import { useEffect, useState } from "react";
-import { Link } from "react-router-dom";
-import { api } from "../api/client";
-import type { ContactListItem } from "../types";
-
-export function ContactList() {
-  const [contacts, setContacts] = useState<ContactListItem[]>([]);
-  const [loading, setLoading] = useState(true);
-  const [error, setError] = useState<string | null>(null);
-
-  useEffect(() => {
-    api.contacts
-      .list()
-      .then(setContacts)
-      .catch((err) => setError(err.message))
-      .finally(() => setLoading(false));
-  }, []);
-
-  const handleDelete = async (id: number) => {
-    if (!confirm("Delete this contact?")) return;
-    try {
-      await api.contacts.delete(id);
-      setContacts((prev) => prev.filter((c) => c.id !== id));
-    } catch (err) {
-      setError(err instanceof Error ? err.message : "Delete failed");
-    }
-  };
-
-  if (loading) return <div>Loading...</div>;
-  if (error) return <div className="error">Error: {error}</div>;
-
-  return (
-    <div className="contact-list">
-      <div className="header">
-        <h1>Contacts</h1>
-        <Link to="/contacts/new" className="btn btn-primary">
-          Add Contact
-        </Link>
-      </div>
-
-      {contacts.length === 0 ? (
-        <p>No contacts yet.</p>
-      ) : (
-        <table>
-          <thead>
-            <tr>
-              <th>Name</th>
-              <th>Job</th>
-              <th>Timezone</th>
-              <th>Actions</th>
-            </tr>
-          </thead>
-          <tbody>
-            {contacts.map((contact) => (
-              <tr key={contact.id}>
-                <td>
-                  <Link to={`/contacts/${contact.id}`}>{contact.name}</Link>
-                </td>
-                <td>{contact.current_job || "-"}</td>
-                <td>{contact.timezone || "-"}</td>
-                <td>
-                  <Link to={`/contacts/${contact.id}/edit`} className="btn">
-                    Edit
-                  </Link>
-                  <button
-                    onClick={() => handleDelete(contact.id)}
-                    className="btn btn-danger"
-                  >
-                    Delete
-                  </button>
-                </td>
-              </tr>
-            ))}
-          </tbody>
-        </table>
-      )}
-    </div>
-  );
-}

frontend/src/components/NeedList.tsx

@@ -1,117 +0,0 @@
-import { useEffect, useState } from "react";
-import { api } from "../api/client";
-import type { Need, NeedCreate } from "../types";
-
-export function NeedList() {
-  const [needs, setNeeds] = useState<Need[]>([]);
-  const [loading, setLoading] = useState(true);
-  const [error, setError] = useState<string | null>(null);
-  const [showForm, setShowForm] = useState(false);
-  const [form, setForm] = useState<NeedCreate>({ name: "", description: null });
-  const [submitting, setSubmitting] = useState(false);
-
-  useEffect(() => {
-    api.needs
-      .list()
-      .then(setNeeds)
-      .catch((err) => setError(err.message))
-      .finally(() => setLoading(false));
-  }, []);
-
-  const handleSubmit = async (e: React.FormEvent) => {
-    e.preventDefault();
-    if (!form.name.trim()) return;
-
-    setSubmitting(true);
-    try {
-      const created = await api.needs.create(form);
-      setNeeds((prev) => [...prev, created]);
-      setForm({ name: "", description: null });
-      setShowForm(false);
-    } catch (err) {
-      setError(err instanceof Error ? err.message : "Create failed");
-    } finally {
-      setSubmitting(false);
-    }
-  };
-
-  const handleDelete = async (id: number) => {
-    if (!confirm("Delete this need?")) return;
-    try {
-      await api.needs.delete(id);
-      setNeeds((prev) => prev.filter((n) => n.id !== id));
-    } catch (err) {
-      setError(err instanceof Error ? err.message : "Delete failed");
-    }
-  };
-
-  if (loading) return <div>Loading...</div>;
-
-  return (
-    <div className="need-list">
-      <div className="header">
-        <h1>Needs / Accommodations</h1>
-        <button
-          onClick={() => setShowForm(!showForm)}
-          className="btn btn-primary"
-        >
-          {showForm ? "Cancel" : "Add Need"}
-        </button>
-      </div>
-
-      {error && <div className="error">{error}</div>}
-
-      {showForm && (
-        <form onSubmit={handleSubmit} className="need-form">
-          <div className="form-group">
-            <label htmlFor="name">Name *</label>
-            <input
-              id="name"
-              type="text"
-              value={form.name}
-              onChange={(e) => setForm({ ...form, name: e.target.value })}
-              placeholder="e.g., Light Sensitive, ADHD"
-              required
-            />
-          </div>
-          <div className="form-group">
-            <label htmlFor="description">Description</label>
-            <textarea
-              id="description"
-              value={form.description || ""}
-              onChange={(e) =>
-                setForm({ ...form, description: e.target.value || null })
-              }
-              placeholder="Optional description..."
-              rows={2}
-            />
-          </div>
-          <button type="submit" className="btn btn-primary" disabled={submitting}>
-            {submitting ? "Creating..." : "Create"}
-          </button>
-        </form>
-      )}
-
-      {needs.length === 0 ? (
-        <p>No needs defined yet.</p>
-      ) : (
-        <ul className="need-items">
-          {needs.map((need) => (
-            <li key={need.id}>
-              <div className="need-info">
-                <strong>{need.name}</strong>
-                {need.description && <p>{need.description}</p>}
-              </div>
-              <button
-                onClick={() => handleDelete(need.id)}
-                className="btn btn-danger"
-              >
-                Delete
-              </button>
-            </li>
-          ))}
-        </ul>
-      )}
-    </div>
-  );
-}

frontend/src/components/RelationshipGraph.tsx

@@ -1,330 +0,0 @@
-import { useEffect, useRef, useState } from "react";
-import { api } from "../api/client";
-import type { GraphData, GraphEdge, GraphNode } from "../types";
-import { RELATIONSHIP_TYPES } from "../types";
-
-interface SimNode extends GraphNode {
-  x: number;
-  y: number;
-  vx: number;
-  vy: number;
-}
-
-interface SimEdge extends GraphEdge {
-  sourceNode: SimNode;
-  targetNode: SimNode;
-}
-
-export function RelationshipGraph() {
-  const canvasRef = useRef<HTMLCanvasElement>(null);
-  const [data, setData] = useState<GraphData | null>(null);
-  const [error, setError] = useState<string | null>(null);
-  const [loading, setLoading] = useState(true);
-  const [selectedNode, setSelectedNode] = useState<SimNode | null>(null);
-  const nodesRef = useRef<SimNode[]>([]);
-  const edgesRef = useRef<SimEdge[]>([]);
-  const dragNodeRef = useRef<SimNode | null>(null);
-  const animationRef = useRef<number>(0);
-
-  useEffect(() => {
-    api.graph.get()
-      .then(setData)
-      .catch((err) => setError(err.message))
-      .finally(() => setLoading(false));
-  }, []);
-
-  useEffect(() => {
-    if (!data || !canvasRef.current) return;
-
-    const canvas = canvasRef.current;
-    const maybeCtx = canvas.getContext("2d");
-    if (!maybeCtx) return;
-    const ctx: CanvasRenderingContext2D = maybeCtx;
-
-    const width = canvas.width;
-    const height = canvas.height;
-    const centerX = width / 2;
-    const centerY = height / 2;
-
-    // Initialize nodes with random positions
-    const nodes: SimNode[] = data.nodes.map((node) => ({
-      ...node,
-      x: centerX + (Math.random() - 0.5) * 300,
-      y: centerY + (Math.random() - 0.5) * 300,
-      vx: 0,
-      vy: 0,
-    }));
-    nodesRef.current = nodes;
-
-    const nodeMap = new Map(nodes.map((n) => [n.id, n]));
-
-    // Create edges with node references
-    const edges: SimEdge[] = data.edges
-      .map((edge) => {
-        const sourceNode = nodeMap.get(edge.source);
-        const targetNode = nodeMap.get(edge.target);
-        if (!sourceNode || !targetNode) return null;
-        return { ...edge, sourceNode, targetNode };
-      })
-      .filter((e): e is SimEdge => e !== null);
-    edgesRef.current = edges;
-
-    // Force simulation parameters
-    const repulsion = 5000;
-    const springStrength = 0.05;
-    const baseSpringLength = 150;
-    const damping = 0.9;
-    const centerPull = 0.01;
-
-    function simulate() {
-      const nodes = nodesRef.current;
-      const edges = edgesRef.current;
-
-      // Reset forces
-      for (const node of nodes) {
-        node.vx = 0;
-        node.vy = 0;
-      }
-
-      // Repulsion between all nodes
-      for (let i = 0; i < nodes.length; i++) {
-        for (let j = i + 1; j < nodes.length; j++) {
-          const dx = nodes[j].x - nodes[i].x;
-          const dy = nodes[j].y - nodes[i].y;
-          const dist = Math.sqrt(dx * dx + dy * dy) || 1;
-          const force = repulsion / (dist * dist);
-          const fx = (dx / dist) * force;
-          const fy = (dy / dist) * force;
-          nodes[i].vx -= fx;
-          nodes[i].vy -= fy;
-          nodes[j].vx += fx;
-          nodes[j].vy += fy;
-        }
-      }
-
-      // Spring forces for edges - closer relationships = shorter springs
-      // Weight is 1-10, normalize to 0-1 for calculations
-      for (const edge of edges) {
-        const dx = edge.targetNode.x - edge.sourceNode.x;
-        const dy = edge.targetNode.y - edge.sourceNode.y;
-        const dist = Math.sqrt(dx * dx + dy * dy) || 1;
-        // Higher weight (1-10) = shorter ideal length
-        // Normalize: weight 10 -> 0.5x length, weight 1 -> 1.4x length
-        const normalizedWeight = edge.closeness_weight / 10;
-        const idealLength = baseSpringLength * (1.5 - normalizedWeight);
-        const displacement = dist - idealLength;
-        const force = springStrength * displacement;
-        const fx = (dx / dist) * force;
-        const fy = (dy / dist) * force;
-        edge.sourceNode.vx += fx;
-        edge.sourceNode.vy += fy;
-        edge.targetNode.vx -= fx;
-        edge.targetNode.vy -= fy;
-      }
-
-      // Pull toward center
-      for (const node of nodes) {
-        node.vx += (centerX - node.x) * centerPull;
-        node.vy += (centerY - node.y) * centerPull;
-      }
-
-      // Apply velocities with damping (skip dragged node)
-      for (const node of nodes) {
-        if (node === dragNodeRef.current) continue;
-        node.x += node.vx * damping;
-        node.y += node.vy * damping;
-        // Keep within bounds
-        node.x = Math.max(30, Math.min(width - 30, node.x));
-        node.y = Math.max(30, Math.min(height - 30, node.y));
-      }
-    }
-
-    function getEdgeColor(weight: number): string {
-      // Interpolate from light gray (distant) to dark blue (close)
-      // weight is 1-10, normalize to 0-1
-      const normalized = weight / 10;
-      const hue = 220;
-      const saturation = 70;
-      const lightness = 80 - normalized * 40;
-      return `hsl(${hue}, ${saturation}%, ${lightness}%)`;
-    }
-
-    function draw(context: CanvasRenderingContext2D) {
-      const nodes = nodesRef.current;
-      const edges = edgesRef.current;
-
-      context.clearRect(0, 0, width, height);
-
-      // Draw edges
-      for (const edge of edges) {
-        // Weight is 1-10, scale line width accordingly
-        const lineWidth = 1 + (edge.closeness_weight / 10) * 3;
-        context.strokeStyle = getEdgeColor(edge.closeness_weight);
-        context.lineWidth = lineWidth;
-        context.beginPath();
-        context.moveTo(edge.sourceNode.x, edge.sourceNode.y);
-        context.lineTo(edge.targetNode.x, edge.targetNode.y);
-        context.stroke();
-
-        // Draw relationship type label at midpoint
-        const midX = (edge.sourceNode.x + edge.targetNode.x) / 2;
-        const midY = (edge.sourceNode.y + edge.targetNode.y) / 2;
-        context.fillStyle = "#666";
-        context.font = "10px sans-serif";
-        context.textAlign = "center";
-        const typeInfo = RELATIONSHIP_TYPES.find(t => t.value === edge.relationship_type);
-        const label = typeInfo?.displayName || edge.relationship_type;
-        context.fillText(label, midX, midY - 5);
-      }
-
-      // Draw nodes
-      for (const node of nodes) {
-        const isSelected = node === selectedNode;
-        const radius = isSelected ? 25 : 20;
-
-        // Node circle
-        context.beginPath();
-        context.arc(node.x, node.y, radius, 0, Math.PI * 2);
-        context.fillStyle = isSelected ? "#0066cc" : "#fff";
-        context.fill();
-        context.strokeStyle = "#0066cc";
-        context.lineWidth = 2;
-        context.stroke();
-
-        // Node label
-        context.fillStyle = isSelected ? "#fff" : "#333";
-        context.font = "12px sans-serif";
-        context.textAlign = "center";
-        context.textBaseline = "middle";
-        const name = node.name.length > 10 ? node.name.slice(0, 9) + "…" : node.name;
-        context.fillText(name, node.x, node.y);
-      }
-    }
-
-    function animate() {
-      simulate();
-      draw(ctx);
-      animationRef.current = requestAnimationFrame(animate);
-    }
-
-    animate();
-
-    return () => {
-      cancelAnimationFrame(animationRef.current);
-    };
-  }, [data, selectedNode]);
-
-  // Mouse interaction handlers
-  useEffect(() => {
-    const canvas = canvasRef.current;
-    if (!canvas) return;
-
-    function getNodeAtPosition(x: number, y: number): SimNode | null {
-      for (const node of nodesRef.current) {
-        const dx = x - node.x;
-        const dy = y - node.y;
-        if (dx * dx + dy * dy < 400) {
-          return node;
-        }
-      }
-      return null;
-    }
-
-    function handleMouseDown(e: MouseEvent) {
-      const rect = canvas!.getBoundingClientRect();
-      const x = e.clientX - rect.left;
-      const y = e.clientY - rect.top;
-      const node = getNodeAtPosition(x, y);
-      if (node) {
-        dragNodeRef.current = node;
-        setSelectedNode(node);
-      }
-    }
-
-    function handleMouseMove(e: MouseEvent) {
-      if (!dragNodeRef.current) return;
-      const rect = canvas!.getBoundingClientRect();
-      dragNodeRef.current.x = e.clientX - rect.left;
-      dragNodeRef.current.y = e.clientY - rect.top;
-    }
-
-    function handleMouseUp() {
-      dragNodeRef.current = null;
-    }
-
-    canvas.addEventListener("mousedown", handleMouseDown);
-    canvas.addEventListener("mousemove", handleMouseMove);
-    canvas.addEventListener("mouseup", handleMouseUp);
-    canvas.addEventListener("mouseleave", handleMouseUp);
-
-    return () => {
-      canvas.removeEventListener("mousedown", handleMouseDown);
-      canvas.removeEventListener("mousemove", handleMouseMove);
-      canvas.removeEventListener("mouseup", handleMouseUp);
-      canvas.removeEventListener("mouseleave", handleMouseUp);
-    };
-  }, []);
-
-  if (loading) return <p>Loading graph...</p>;
-  if (error) return <div className="error">{error}</div>;
-  if (!data) return <p>No data available</p>;
-
-  return (
-    <div className="graph-container">
-      <div className="header">
-        <h1>Relationship Graph</h1>
-      </div>
-      <p className="graph-hint">
-        Drag nodes to reposition. Closer relationships have shorter, darker edges.
-      </p>
-      <canvas
-        ref={canvasRef}
-        width={900}
-        height={600}
-        style={{
-          border: "1px solid var(--color-border)",
-          borderRadius: "8px",
-          background: "var(--color-bg)",
-          cursor: "grab",
-        }}
-      />
-      {selectedNode && (
-        <div className="selected-info">
-          <h3>{selectedNode.name}</h3>
-          {selectedNode.current_job && <p>Job: {selectedNode.current_job}</p>}
-          <a href={`/contacts/${selectedNode.id}`}>View details</a>
-        </div>
-      )}
-      <div className="legend">
-        <h4>Relationship Closeness (1-10)</h4>
-        <div className="legend-items">
-          <div className="legend-item">
-            <span className="legend-line" style={{ background: getEdgeColorCSS(10), height: "4px" }}></span>
-            <span>10 - Very Close (Spouse, Partner)</span>
-          </div>
-          <div className="legend-item">
-            <span className="legend-line" style={{ background: getEdgeColorCSS(7), height: "3px" }}></span>
-            <span>7 - Close (Family, Best Friend)</span>
-          </div>
-          <div className="legend-item">
-            <span className="legend-line" style={{ background: getEdgeColorCSS(4), height: "2px" }}></span>
-            <span>4 - Moderate (Friend, Colleague)</span>
-          </div>
-          <div className="legend-item">
-            <span className="legend-line" style={{ background: getEdgeColorCSS(2), height: "1px" }}></span>
-            <span>2 - Distant (Acquaintance)</span>
-          </div>
-        </div>
-      </div>
-    </div>
-  );
-}
-
-function getEdgeColorCSS(weight: number): string {
-  // weight is 1-10, normalize to 0-1
-  const normalized = weight / 10;
-  const hue = 220;
-  const saturation = 70;
-  const lightness = 80 - normalized * 40;
-  return `hsl(${hue}, ${saturation}%, ${lightness}%)`;
-}

frontend/src/index.css

@@ -1,62 +0,0 @@
-:root {
-  /* Light theme (default) */
-  --color-bg: #f5f5f5;
-  --color-bg-card: #ffffff;
-  --color-bg-hover: #f0f0f0;
-  --color-bg-muted: #f9f9f9;
-  --color-bg-error: #ffe0e0;
-
-  --color-text: #333333;
-  --color-text-muted: #666666;
-  --color-text-error: #cc0000;
-
-  --color-border: #dddddd;
-  --color-border-light: #eeeeee;
-  --color-border-lighter: #f0f0f0;
-
-  --color-primary: #0066cc;
-  --color-primary-hover: #0055aa;
-
-  --color-danger: #cc3333;
-  --color-danger-hover: #aa2222;
-
-  --color-tag-bg: #e0e0e0;
-
-  --shadow: 0 1px 3px rgba(0, 0, 0, 0.1);
-
-  font-family: -apple-system, BlinkMacSystemFont, "Segoe UI", Roboto, sans-serif;
-  line-height: 1.5;
-  font-weight: 400;
-  color: var(--color-text);
-  background-color: var(--color-bg);
-  font-synthesis: none;
-  text-rendering: optimizeLegibility;
-  -webkit-font-smoothing: antialiased;
-  -moz-osx-font-smoothing: grayscale;
-}
-
-[data-theme="dark"] {
-  --color-bg: #1a1a1a;
-  --color-bg-card: #2d2d2d;
-  --color-bg-hover: #3d3d3d;
-  --color-bg-muted: #252525;
-  --color-bg-error: #4a2020;
-
-  --color-text: #e0e0e0;
-  --color-text-muted: #a0a0a0;
-  --color-text-error: #ff6b6b;
-
-  --color-border: #404040;
-  --color-border-light: #353535;
-  --color-border-lighter: #303030;
-
-  --color-primary: #4da6ff;
-  --color-primary-hover: #7dbfff;
-
-  --color-danger: #ff6b6b;
-  --color-danger-hover: #ff8a8a;
-
-  --color-tag-bg: #404040;
-
-  --shadow: 0 1px 3px rgba(0, 0, 0, 0.3);
-}

frontend/src/main.tsx

@@ -1,13 +0,0 @@
-import { StrictMode } from "react";
-import { createRoot } from "react-dom/client";
-import { BrowserRouter } from "react-router-dom";
-import App from "./App.tsx";
-import "./index.css";
-
-createRoot(document.getElementById("root")!).render(
-  <StrictMode>
-    <BrowserRouter>
-      <App />
-    </BrowserRouter>
-  </StrictMode>
-);

frontend/src/types/index.ts

@@ -1,155 +0,0 @@
-export interface Need {
-  id: number;
-  name: string;
-  description: string | null;
-}
-
-export interface NeedCreate {
-  name: string;
-  description?: string | null;
-}
-
-export const RELATIONSHIP_TYPES = [
-  { value: 'spouse', displayName: 'Spouse', defaultWeight: 10 },
-  { value: 'partner', displayName: 'Partner', defaultWeight: 10 },
-  { value: 'parent', displayName: 'Parent', defaultWeight: 9 },
-  { value: 'child', displayName: 'Child', defaultWeight: 9 },
-  { value: 'sibling', displayName: 'Sibling', defaultWeight: 9 },
-  { value: 'best_friend', displayName: 'Best Friend', defaultWeight: 8 },
-  { value: 'grandparent', displayName: 'Grandparent', defaultWeight: 7 },
-  { value: 'grandchild', displayName: 'Grandchild', defaultWeight: 7 },
-  { value: 'aunt_uncle', displayName: 'Aunt/Uncle', defaultWeight: 7 },
-  { value: 'niece_nephew', displayName: 'Niece/Nephew', defaultWeight: 7 },
-  { value: 'cousin', displayName: 'Cousin', defaultWeight: 7 },
-  { value: 'in_law', displayName: 'In-Law', defaultWeight: 7 },
-  { value: 'close_friend', displayName: 'Close Friend', defaultWeight: 6 },
-  { value: 'friend', displayName: 'Friend', defaultWeight: 6 },
-  { value: 'mentor', displayName: 'Mentor', defaultWeight: 5 },
-  { value: 'mentee', displayName: 'Mentee', defaultWeight: 5 },
-  { value: 'business_partner', displayName: 'Business Partner', defaultWeight: 5 },
-  { value: 'colleague', displayName: 'Colleague', defaultWeight: 4 },
-  { value: 'manager', displayName: 'Manager', defaultWeight: 4 },
-  { value: 'direct_report', displayName: 'Direct Report', defaultWeight: 4 },
-  { value: 'client', displayName: 'Client', defaultWeight: 4 },
-  { value: 'acquaintance', displayName: 'Acquaintance', defaultWeight: 3 },
-  { value: 'neighbor', displayName: 'Neighbor', defaultWeight: 3 },
-  { value: 'ex', displayName: 'Ex', defaultWeight: 2 },
-  { value: 'other', displayName: 'Other', defaultWeight: 2 },
-] as const;
-
-export type RelationshipTypeValue = typeof RELATIONSHIP_TYPES[number]['value'];
-
-export interface ContactRelationship {
-  contact_id: number;
-  related_contact_id: number;
-  relationship_type: string;
-  closeness_weight: number;
-}
-
-export interface ContactRelationshipCreate {
-  related_contact_id: number;
-  relationship_type: RelationshipTypeValue;
-  closeness_weight?: number;
-}
-
-export interface ContactRelationshipUpdate {
-  relationship_type?: RelationshipTypeValue;
-  closeness_weight?: number;
-}
-
-export interface GraphNode {
-  id: number;
-  name: string;
-  current_job: string | null;
-}
-
-export interface GraphEdge {
-  source: number;
-  target: number;
-  relationship_type: string;
-  closeness_weight: number;
-}
-
-export interface GraphData {
-  nodes: GraphNode[];
-  edges: GraphEdge[];
-}
-
-export interface Contact {
-  id: number;
-  name: string;
-  age: number | null;
-  bio: string | null;
-  current_job: string | null;
-  gender: string | null;
-  goals: string | null;
-  legal_name: string | null;
-  profile_pic: string | null;
-  safe_conversation_starters: string | null;
-  self_sufficiency_score: number | null;
-  social_structure_style: string | null;
-  ssn: string | null;
-  suffix: string | null;
-  timezone: string | null;
-  topics_to_avoid: string | null;
-  needs: Need[];
-  related_to: ContactRelationship[];
-  related_from: ContactRelationship[];
-}
-
-export interface ContactListItem {
-  id: number;
-  name: string;
-  age: number | null;
-  bio: string | null;
-  current_job: string | null;
-  gender: string | null;
-  goals: string | null;
-  legal_name: string | null;
-  profile_pic: string | null;
-  safe_conversation_starters: string | null;
-  self_sufficiency_score: number | null;
-  social_structure_style: string | null;
-  ssn: string | null;
-  suffix: string | null;
-  timezone: string | null;
-  topics_to_avoid: string | null;
-}
-
-export interface ContactCreate {
-  name: string;
-  age?: number | null;
-  bio?: string | null;
-  current_job?: string | null;
-  gender?: string | null;
-  goals?: string | null;
-  legal_name?: string | null;
-  profile_pic?: string | null;
-  safe_conversation_starters?: string | null;
-  self_sufficiency_score?: number | null;
-  social_structure_style?: string | null;
-  ssn?: string | null;
-  suffix?: string | null;
-  timezone?: string | null;
-  topics_to_avoid?: string | null;
-  need_ids?: number[];
-}
-
-export interface ContactUpdate {
-  name?: string | null;
-  age?: number | null;
-  bio?: string | null;
-  current_job?: string | null;
-  gender?: string | null;
-  goals?: string | null;
-  legal_name?: string | null;
-  profile_pic?: string | null;
-  safe_conversation_starters?: string | null;
-  self_sufficiency_score?: number | null;
-  social_structure_style?: string | null;
-  ssn?: string | null;
-  suffix?: string | null;
-  timezone?: string | null;
-  topics_to_avoid?: string | null;
-  need_ids?: number[] | null;
-}

frontend/tsconfig.app.json

@@ -1,28 +0,0 @@
-{
-  "compilerOptions": {
-    "tsBuildInfoFile": "./node_modules/.tmp/tsconfig.app.tsbuildinfo",
-    "target": "ES2022",
-    "useDefineForClassFields": true,
-    "lib": ["ES2022", "DOM", "DOM.Iterable"],
-    "module": "ESNext",
-    "types": ["vite/client"],
-    "skipLibCheck": true,
-
-    /* Bundler mode */
-    "moduleResolution": "bundler",
-    "allowImportingTsExtensions": true,
-    "verbatimModuleSyntax": true,
-    "moduleDetection": "force",
-    "noEmit": true,
-    "jsx": "react-jsx",
-
-    /* Linting */
-    "strict": true,
-    "noUnusedLocals": true,
-    "noUnusedParameters": true,
-    "erasableSyntaxOnly": true,
-    "noFallthroughCasesInSwitch": true,
-    "noUncheckedSideEffectImports": true
-  },
-  "include": ["src"]
-}

frontend/tsconfig.json

@@ -1,7 +0,0 @@
-{
-  "files": [],
-  "references": [
-    { "path": "./tsconfig.app.json" },
-    { "path": "./tsconfig.node.json" }
-  ]
-}

frontend/tsconfig.node.json

@@ -1,26 +0,0 @@
-{
-  "compilerOptions": {
-    "tsBuildInfoFile": "./node_modules/.tmp/tsconfig.node.tsbuildinfo",
-    "target": "ES2023",
-    "lib": ["ES2023"],
-    "module": "ESNext",
-    "types": ["node"],
-    "skipLibCheck": true,
-
-    /* Bundler mode */
-    "moduleResolution": "bundler",
-    "allowImportingTsExtensions": true,
-    "verbatimModuleSyntax": true,
-    "moduleDetection": "force",
-    "noEmit": true,
-
-    /* Linting */
-    "strict": true,
-    "noUnusedLocals": true,
-    "noUnusedParameters": true,
-    "erasableSyntaxOnly": true,
-    "noFallthroughCasesInSwitch": true,
-    "noUncheckedSideEffectImports": true
-  },
-  "include": ["vite.config.ts"]
-}

frontend/vite.config.ts

@@ -1,11 +0,0 @@
-import { defineConfig } from "vite";
-import react from "@vitejs/plugin-react";
-
-export default defineConfig({
-  plugins: [react()],
-  server: {
-    proxy: {
-      "/api": "http://localhost:8000",
-    },
-  },
-});

overlays/default.nix

@@ -23,8 +23,10 @@
         apscheduler
         fastapi
         fastapi-cli
+        faster-whisper
         httpx
         mypy
+        orjson
         polars
         psycopg
         pydantic
@@ -34,7 +36,6 @@
         pytest-mock
         pytest-xdist
         python-multipart
-        requests
         ruff
         scalene
         sqlalchemy
@@ -43,7 +44,6 @@
         textual
         tinytuya
         typer
-        types-requests
         websockets
       ]
     );

pyproject.toml

@@ -18,7 +18,6 @@ dependencies = [
     "psycopg[binary]",
     "pydantic",
     "pyyaml",
-    "requests",
     "sqlalchemy",
     "typer",
     "websockets",
@@ -27,7 +26,7 @@ dependencies = [
 [project.scripts]
 database = "python.database_cli:app"
 van-inventory = "python.van_inventory.main:serve"
-sheet-music-ocr = "python.sheet_music_ocr.main:app"
+whisper-transcribe = "python.tools.whisper.transcribe:main"
 
 [dependency-groups]
 dev = [
@@ -38,7 +37,6 @@ dev = [
     "pytest-xdist",
     "pytest",
     "ruff",
-    "types-requests",
 ]
 
 [tool.ruff]
@@ -53,6 +51,7 @@ lint.ignore = [
     "COM812", # (TEMP) conflicts when used with the formatter
     "ISC001", # (TEMP) conflicts when used with the formatter
     "S603",   # (PERM) This is known to cause a false positive
+    "S607",   # (PERM) This is becoming a consistent annoyance
 ]
 
 [tool.ruff.lint.per-file-ignores]
@@ -81,9 +80,7 @@ lint.ignore = [
 "python/congress_tracker/**" = [
     "TC003", # (perm) this creates issues because sqlalchemy uses these at runtime
 ]
-"python/eval_warnings/**" = [
+
-    "S607", # (perm) gh and git are expected on PATH in the runner environment
-]
 "python/alembic/**" = [
     "INP001", # (perm) this creates LSP issues for alembic
 ]
@@ -113,4 +110,5 @@ exclude_lines = [
 
 [tool.pytest.ini_options]
 addopts = "-n auto -ra"
+testpaths = ["tests"]
 # --cov=system_tools --cov-report=term-missing --cov-report=xml --cov-report=html --cov-branch

python/alembic/data_science_dev/versions/2026_03_24-adding_failedingestion_2f43120e3ffc.py

@@ -0,0 +1,50 @@
+"""adding FailedIngestion.
+
+Revision ID: 2f43120e3ffc
+Revises: f99be864fe69
+Create Date: 2026-03-24 23:46:17.277897
+
+"""
+
+from __future__ import annotations
+
+from typing import TYPE_CHECKING
+
+import sqlalchemy as sa
+from alembic import op
+
+from python.orm import DataScienceDevBase
+
+if TYPE_CHECKING:
+    from collections.abc import Sequence
+
+# revision identifiers, used by Alembic.
+revision: str = "2f43120e3ffc"
+down_revision: str | None = "f99be864fe69"
+branch_labels: str | Sequence[str] | None = None
+depends_on: str | Sequence[str] | None = None
+
+schema = DataScienceDevBase.schema_name
+
+
+def upgrade() -> None:
+    """Upgrade."""
+    # ### commands auto generated by Alembic - please adjust! ###
+    op.create_table(
+        "failed_ingestion",
+        sa.Column("raw_line", sa.Text(), nullable=False),
+        sa.Column("error", sa.Text(), nullable=False),
+        sa.Column("id", sa.Integer(), nullable=False),
+        sa.Column("created", sa.DateTime(timezone=True), server_default=sa.text("now()"), nullable=False),
+        sa.Column("updated", sa.DateTime(timezone=True), server_default=sa.text("now()"), nullable=False),
+        sa.PrimaryKeyConstraint("id", name=op.f("pk_failed_ingestion")),
+        schema=schema,
+    )
+    # ### end Alembic commands ###
+
+
+def downgrade() -> None:
+    """Downgrade."""
+    # ### commands auto generated by Alembic - please adjust! ###
+    op.drop_table("failed_ingestion", schema=schema)
+    # ### end Alembic commands ###

python/alembic/data_science_dev/versions/2026_03_25-attach_partitions_to_posts.py

@@ -0,0 +1,72 @@
+"""Attach all partition tables to the posts parent table.
+
+Alembic autogenerate creates partition tables as standalone tables but does not
+emit the ALTER TABLE ... ATTACH PARTITION statements needed for PostgreSQL to
+route inserts to the correct partition.
+
+Revision ID: a1b2c3d4e5f6
+Revises: 605b1794838f
+Create Date: 2026-03-25 10:00:00.000000
+
+"""
+
+from __future__ import annotations
+
+from typing import TYPE_CHECKING
+
+from alembic import op
+from sqlalchemy import text
+
+from python.orm import DataScienceDevBase
+from python.orm.data_science_dev.posts.partitions import (
+    PARTITION_END_YEAR,
+    PARTITION_START_YEAR,
+    iso_weeks_in_year,
+    week_bounds,
+)
+
+if TYPE_CHECKING:
+    from collections.abc import Sequence
+
+# revision identifiers, used by Alembic.
+revision: str = "a1b2c3d4e5f6"
+down_revision: str | None = "605b1794838f"
+branch_labels: str | Sequence[str] | None = None
+depends_on: str | Sequence[str] | None = None
+
+schema = DataScienceDevBase.schema_name
+
+ALREADY_ATTACHED_QUERY = text("""
+    SELECT inhrelid::regclass::text
+    FROM pg_inherits
+    WHERE inhparent = :parent::regclass
+""")
+
+
+def upgrade() -> None:
+    """Attach all weekly partition tables to the posts parent table."""
+    connection = op.get_bind()
+    already_attached = {row[0] for row in connection.execute(ALREADY_ATTACHED_QUERY, {"parent": f"{schema}.posts"})}
+
+    for year in range(PARTITION_START_YEAR, PARTITION_END_YEAR + 1):
+        for week in range(1, iso_weeks_in_year(year) + 1):
+            table_name = f"posts_{year}_{week:02d}"
+            qualified_name = f"{schema}.{table_name}"
+            if qualified_name in already_attached:
+                continue
+            start, end = week_bounds(year, week)
+            start_str = start.strftime("%Y-%m-%d %H:%M:%S")
+            end_str = end.strftime("%Y-%m-%d %H:%M:%S")
+            op.execute(
+                f"ALTER TABLE {schema}.posts "
+                f"ATTACH PARTITION {qualified_name} "
+                f"FOR VALUES FROM ('{start_str}') TO ('{end_str}')"
+            )
+
+
+def downgrade() -> None:
+    """Detach all weekly partition tables from the posts parent table."""
+    for year in range(PARTITION_START_YEAR, PARTITION_END_YEAR + 1):
+        for week in range(1, iso_weeks_in_year(year) + 1):
+            table_name = f"posts_{year}_{week:02d}"
+            op.execute(f"ALTER TABLE {schema}.posts DETACH PARTITION {schema}.{table_name}")

python/alembic/data_science_dev/versions/2026_03_27-adding_congress_data_83bfc8af92d8.py

@@ -0,0 +1,153 @@
+"""adding congress data.
+
+Revision ID: 83bfc8af92d8
+Revises: a1b2c3d4e5f6
+Create Date: 2026-03-27 10:43:02.324510
+
+"""
+
+from __future__ import annotations
+
+from typing import TYPE_CHECKING
+
+import sqlalchemy as sa
+from alembic import op
+
+from python.orm import DataScienceDevBase
+
+if TYPE_CHECKING:
+    from collections.abc import Sequence
+
+# revision identifiers, used by Alembic.
+revision: str = "83bfc8af92d8"
+down_revision: str | None = "a1b2c3d4e5f6"
+branch_labels: str | Sequence[str] | None = None
+depends_on: str | Sequence[str] | None = None
+
+schema = DataScienceDevBase.schema_name
+
+
+def upgrade() -> None:
+    """Upgrade."""
+    # ### commands auto generated by Alembic - please adjust! ###
+    op.create_table(
+        "bill",
+        sa.Column("congress", sa.Integer(), nullable=False),
+        sa.Column("bill_type", sa.String(), nullable=False),
+        sa.Column("number", sa.Integer(), nullable=False),
+        sa.Column("title", sa.String(), nullable=True),
+        sa.Column("title_short", sa.String(), nullable=True),
+        sa.Column("official_title", sa.String(), nullable=True),
+        sa.Column("status", sa.String(), nullable=True),
+        sa.Column("status_at", sa.Date(), nullable=True),
+        sa.Column("sponsor_bioguide_id", sa.String(), nullable=True),
+        sa.Column("subjects_top_term", sa.String(), nullable=True),
+        sa.Column("id", sa.Integer(), nullable=False),
+        sa.Column("created", sa.DateTime(timezone=True), server_default=sa.text("now()"), nullable=False),
+        sa.Column("updated", sa.DateTime(timezone=True), server_default=sa.text("now()"), nullable=False),
+        sa.PrimaryKeyConstraint("id", name=op.f("pk_bill")),
+        sa.UniqueConstraint("congress", "bill_type", "number", name="uq_bill_congress_type_number"),
+        schema=schema,
+    )
+    op.create_index("ix_bill_congress", "bill", ["congress"], unique=False, schema=schema)
+    op.create_table(
+        "legislator",
+        sa.Column("bioguide_id", sa.Text(), nullable=False),
+        sa.Column("thomas_id", sa.String(), nullable=True),
+        sa.Column("lis_id", sa.String(), nullable=True),
+        sa.Column("govtrack_id", sa.Integer(), nullable=True),
+        sa.Column("opensecrets_id", sa.String(), nullable=True),
+        sa.Column("fec_ids", sa.String(), nullable=True),
+        sa.Column("first_name", sa.String(), nullable=False),
+        sa.Column("last_name", sa.String(), nullable=False),
+        sa.Column("official_full_name", sa.String(), nullable=True),
+        sa.Column("nickname", sa.String(), nullable=True),
+        sa.Column("birthday", sa.Date(), nullable=True),
+        sa.Column("gender", sa.String(), nullable=True),
+        sa.Column("current_party", sa.String(), nullable=True),
+        sa.Column("current_state", sa.String(), nullable=True),
+        sa.Column("current_district", sa.Integer(), nullable=True),
+        sa.Column("current_chamber", sa.String(), nullable=True),
+        sa.Column("id", sa.Integer(), nullable=False),
+        sa.Column("created", sa.DateTime(timezone=True), server_default=sa.text("now()"), nullable=False),
+        sa.Column("updated", sa.DateTime(timezone=True), server_default=sa.text("now()"), nullable=False),
+        sa.PrimaryKeyConstraint("id", name=op.f("pk_legislator")),
+        schema=schema,
+    )
+    op.create_index(op.f("ix_legislator_bioguide_id"), "legislator", ["bioguide_id"], unique=True, schema=schema)
+    op.create_table(
+        "bill_text",
+        sa.Column("bill_id", sa.Integer(), nullable=False),
+        sa.Column("version_code", sa.String(), nullable=False),
+        sa.Column("version_name", sa.String(), nullable=True),
+        sa.Column("text_content", sa.String(), nullable=True),
+        sa.Column("date", sa.Date(), nullable=True),
+        sa.Column("id", sa.Integer(), nullable=False),
+        sa.Column("created", sa.DateTime(timezone=True), server_default=sa.text("now()"), nullable=False),
+        sa.Column("updated", sa.DateTime(timezone=True), server_default=sa.text("now()"), nullable=False),
+        sa.ForeignKeyConstraint(
+            ["bill_id"], [f"{schema}.bill.id"], name=op.f("fk_bill_text_bill_id_bill"), ondelete="CASCADE"
+        ),
+        sa.PrimaryKeyConstraint("id", name=op.f("pk_bill_text")),
+        sa.UniqueConstraint("bill_id", "version_code", name="uq_bill_text_bill_id_version_code"),
+        schema=schema,
+    )
+    op.create_table(
+        "vote",
+        sa.Column("congress", sa.Integer(), nullable=False),
+        sa.Column("chamber", sa.String(), nullable=False),
+        sa.Column("session", sa.Integer(), nullable=False),
+        sa.Column("number", sa.Integer(), nullable=False),
+        sa.Column("vote_type", sa.String(), nullable=True),
+        sa.Column("question", sa.String(), nullable=True),
+        sa.Column("result", sa.String(), nullable=True),
+        sa.Column("result_text", sa.String(), nullable=True),
+        sa.Column("vote_date", sa.Date(), nullable=False),
+        sa.Column("yea_count", sa.Integer(), nullable=True),
+        sa.Column("nay_count", sa.Integer(), nullable=True),
+        sa.Column("not_voting_count", sa.Integer(), nullable=True),
+        sa.Column("present_count", sa.Integer(), nullable=True),
+        sa.Column("bill_id", sa.Integer(), nullable=True),
+        sa.Column("id", sa.Integer(), nullable=False),
+        sa.Column("created", sa.DateTime(timezone=True), server_default=sa.text("now()"), nullable=False),
+        sa.Column("updated", sa.DateTime(timezone=True), server_default=sa.text("now()"), nullable=False),
+        sa.ForeignKeyConstraint(["bill_id"], [f"{schema}.bill.id"], name=op.f("fk_vote_bill_id_bill")),
+        sa.PrimaryKeyConstraint("id", name=op.f("pk_vote")),
+        sa.UniqueConstraint("congress", "chamber", "session", "number", name="uq_vote_congress_chamber_session_number"),
+        schema=schema,
+    )
+    op.create_index("ix_vote_congress_chamber", "vote", ["congress", "chamber"], unique=False, schema=schema)
+    op.create_index("ix_vote_date", "vote", ["vote_date"], unique=False, schema=schema)
+    op.create_table(
+        "vote_record",
+        sa.Column("vote_id", sa.Integer(), nullable=False),
+        sa.Column("legislator_id", sa.Integer(), nullable=False),
+        sa.Column("position", sa.String(), nullable=False),
+        sa.ForeignKeyConstraint(
+            ["legislator_id"],
+            [f"{schema}.legislator.id"],
+            name=op.f("fk_vote_record_legislator_id_legislator"),
+            ondelete="CASCADE",
+        ),
+        sa.ForeignKeyConstraint(
+            ["vote_id"], [f"{schema}.vote.id"], name=op.f("fk_vote_record_vote_id_vote"), ondelete="CASCADE"
+        ),
+        sa.PrimaryKeyConstraint("vote_id", "legislator_id", name=op.f("pk_vote_record")),
+        schema=schema,
+    )
+    # ### end Alembic commands ###
+
+
+def downgrade() -> None:
+    """Downgrade."""
+    # ### commands auto generated by Alembic - please adjust! ###
+    op.drop_table("vote_record", schema=schema)
+    op.drop_index("ix_vote_date", table_name="vote", schema=schema)
+    op.drop_index("ix_vote_congress_chamber", table_name="vote", schema=schema)
+    op.drop_table("vote", schema=schema)
+    op.drop_table("bill_text", schema=schema)
+    op.drop_index(op.f("ix_legislator_bioguide_id"), table_name="legislator", schema=schema)
+    op.drop_table("legislator", schema=schema)
+    op.drop_index("ix_bill_congress", table_name="bill", schema=schema)
+    op.drop_table("bill", schema=schema)
+    # ### end Alembic commands ###

python/alembic/data_science_dev/versions/2026_03_29-adding_legislatorsocialmedia_5cd7eee3549d.py

@@ -0,0 +1,58 @@
+"""adding LegislatorSocialMedia.
+
+Revision ID: 5cd7eee3549d
+Revises: 83bfc8af92d8
+Create Date: 2026-03-29 11:53:44.224799
+
+"""
+
+from __future__ import annotations
+
+from typing import TYPE_CHECKING
+
+import sqlalchemy as sa
+from alembic import op
+
+from python.orm import DataScienceDevBase
+
+if TYPE_CHECKING:
+    from collections.abc import Sequence
+
+# revision identifiers, used by Alembic.
+revision: str = "5cd7eee3549d"
+down_revision: str | None = "83bfc8af92d8"
+branch_labels: str | Sequence[str] | None = None
+depends_on: str | Sequence[str] | None = None
+
+schema = DataScienceDevBase.schema_name
+
+
+def upgrade() -> None:
+    """Upgrade."""
+    # ### commands auto generated by Alembic - please adjust! ###
+    op.create_table(
+        "legislator_social_media",
+        sa.Column("legislator_id", sa.Integer(), nullable=False),
+        sa.Column("platform", sa.String(), nullable=False),
+        sa.Column("account_name", sa.String(), nullable=False),
+        sa.Column("url", sa.String(), nullable=True),
+        sa.Column("source", sa.String(), nullable=False),
+        sa.Column("id", sa.Integer(), nullable=False),
+        sa.Column("created", sa.DateTime(timezone=True), server_default=sa.text("now()"), nullable=False),
+        sa.Column("updated", sa.DateTime(timezone=True), server_default=sa.text("now()"), nullable=False),
+        sa.ForeignKeyConstraint(
+            ["legislator_id"],
+            [f"{schema}.legislator.id"],
+            name=op.f("fk_legislator_social_media_legislator_id_legislator"),
+        ),
+        sa.PrimaryKeyConstraint("id", name=op.f("pk_legislator_social_media")),
+        schema=schema,
+    )
+    # ### end Alembic commands ###
+
+
+def downgrade() -> None:
+    """Downgrade."""
+    # ### commands auto generated by Alembic - please adjust! ###
+    op.drop_table("legislator_social_media", schema=schema)
+    # ### end Alembic commands ###

python/alembic/env.py

@@ -81,6 +81,7 @@ def include_name(
 
     """
     if type_ == "schema":
+        # allows a database with multiple schemas to have separate alembic revisions
         return name == target_metadata.schema
     return True
 

python/alembic/richie/versions/2026_03_16-adding_roles_to_signal_devices_2ef7ba690159.py

@@ -0,0 +1,66 @@
+"""adding roles to signal devices.
+
+Revision ID: 2ef7ba690159
+Revises: a1b2c3d4e5f6
+Create Date: 2026-03-16 19:22:38.020350
+
+"""
+
+from __future__ import annotations
+
+from typing import TYPE_CHECKING
+
+import sqlalchemy as sa
+from alembic import op
+
+from python.orm import RichieBase
+
+if TYPE_CHECKING:
+    from collections.abc import Sequence
+
+# revision identifiers, used by Alembic.
+revision: str = "2ef7ba690159"
+down_revision: str | None = "a1b2c3d4e5f6"
+branch_labels: str | Sequence[str] | None = None
+depends_on: str | Sequence[str] | None = None
+
+schema = RichieBase.schema_name
+
+
+def upgrade() -> None:
+    """Upgrade."""
+    # ### commands auto generated by Alembic - please adjust! ###
+    op.create_table(
+        "role",
+        sa.Column("name", sa.String(length=50), nullable=False),
+        sa.Column("id", sa.SmallInteger(), nullable=False),
+        sa.Column("created", sa.DateTime(timezone=True), server_default=sa.text("now()"), nullable=False),
+        sa.Column("updated", sa.DateTime(timezone=True), server_default=sa.text("now()"), nullable=False),
+        sa.PrimaryKeyConstraint("id", name=op.f("pk_role")),
+        sa.UniqueConstraint("name", name=op.f("uq_role_name")),
+        schema=schema,
+    )
+    op.create_table(
+        "device_role",
+        sa.Column("device_id", sa.Integer(), nullable=False),
+        sa.Column("role_id", sa.SmallInteger(), nullable=False),
+        sa.Column("id", sa.Integer(), nullable=False),
+        sa.Column("created", sa.DateTime(timezone=True), server_default=sa.text("now()"), nullable=False),
+        sa.Column("updated", sa.DateTime(timezone=True), server_default=sa.text("now()"), nullable=False),
+        sa.ForeignKeyConstraint(
+            ["device_id"], [f"{schema}.signal_device.id"], name=op.f("fk_device_role_device_id_signal_device")
+        ),
+        sa.ForeignKeyConstraint(["role_id"], [f"{schema}.role.id"], name=op.f("fk_device_role_role_id_role")),
+        sa.PrimaryKeyConstraint("id", name=op.f("pk_device_role")),
+        sa.UniqueConstraint("device_id", "role_id", name="uq_device_role_device_role"),
+        schema=schema,
+    )
+    # ### end Alembic commands ###
+
+
+def downgrade() -> None:
+    """Downgrade."""
+    # ### commands auto generated by Alembic - please adjust! ###
+    op.drop_table("device_role", schema=schema)
+    op.drop_table("role", schema=schema)
+    # ### end Alembic commands ###

python/alembic/richie/versions/2026_03_18-seprating_signal_bot_database_6b275323f435.py

@@ -0,0 +1,171 @@
+"""seprating signal_bot database.
+
+Revision ID: 6b275323f435
+Revises: 2ef7ba690159
+Create Date: 2026-03-18 08:34:28.785885
+
+"""
+
+from __future__ import annotations
+
+from typing import TYPE_CHECKING
+
+import sqlalchemy as sa
+from alembic import op
+from sqlalchemy.dialects import postgresql
+
+from python.orm import RichieBase
+
+if TYPE_CHECKING:
+    from collections.abc import Sequence
+
+# revision identifiers, used by Alembic.
+revision: str = "6b275323f435"
+down_revision: str | None = "2ef7ba690159"
+branch_labels: str | Sequence[str] | None = None
+depends_on: str | Sequence[str] | None = None
+
+schema = RichieBase.schema_name
+
+
+def upgrade() -> None:
+    """Upgrade."""
+    # ### commands auto generated by Alembic - please adjust! ###
+    op.drop_table("device_role", schema=schema)
+    op.drop_table("signal_device", schema=schema)
+    op.drop_table("role", schema=schema)
+    op.drop_table("dead_letter_message", schema=schema)
+    # ### end Alembic commands ###
+
+
+def downgrade() -> None:
+    """Downgrade."""
+    # ### commands auto generated by Alembic - please adjust! ###
+    op.create_table(
+        "dead_letter_message",
+        sa.Column("source", sa.VARCHAR(), autoincrement=False, nullable=False),
+        sa.Column("message", sa.TEXT(), autoincrement=False, nullable=False),
+        sa.Column("received_at", postgresql.TIMESTAMP(timezone=True), autoincrement=False, nullable=False),
+        sa.Column(
+            "status",
+            postgresql.ENUM("UNPROCESSED", "PROCESSED", name="message_status", schema=schema),
+            autoincrement=False,
+            nullable=False,
+        ),
+        sa.Column("id", sa.INTEGER(), autoincrement=True, nullable=False),
+        sa.Column(
+            "created",
+            postgresql.TIMESTAMP(timezone=True),
+            server_default=sa.text("now()"),
+            autoincrement=False,
+            nullable=False,
+        ),
+        sa.Column(
+            "updated",
+            postgresql.TIMESTAMP(timezone=True),
+            server_default=sa.text("now()"),
+            autoincrement=False,
+            nullable=False,
+        ),
+        sa.PrimaryKeyConstraint("id", name=op.f("pk_dead_letter_message")),
+        schema=schema,
+    )
+    op.create_table(
+        "role",
+        sa.Column("name", sa.VARCHAR(length=50), autoincrement=False, nullable=False),
+        sa.Column(
+            "id",
+            sa.SMALLINT(),
+            server_default=sa.text(f"nextval('{schema}.role_id_seq'::regclass)"),
+            autoincrement=True,
+            nullable=False,
+        ),
+        sa.Column(
+            "created",
+            postgresql.TIMESTAMP(timezone=True),
+            server_default=sa.text("now()"),
+            autoincrement=False,
+            nullable=False,
+        ),
+        sa.Column(
+            "updated",
+            postgresql.TIMESTAMP(timezone=True),
+            server_default=sa.text("now()"),
+            autoincrement=False,
+            nullable=False,
+        ),
+        sa.PrimaryKeyConstraint("id", name=op.f("pk_role")),
+        sa.UniqueConstraint(
+            "name", name=op.f("uq_role_name"), postgresql_include=[], postgresql_nulls_not_distinct=False
+        ),
+        schema=schema,
+    )
+    op.create_table(
+        "signal_device",
+        sa.Column("phone_number", sa.VARCHAR(length=50), autoincrement=False, nullable=False),
+        sa.Column("safety_number", sa.VARCHAR(), autoincrement=False, nullable=True),
+        sa.Column(
+            "trust_level",
+            postgresql.ENUM("VERIFIED", "UNVERIFIED", "BLOCKED", name="trust_level", schema=schema),
+            autoincrement=False,
+            nullable=False,
+        ),
+        sa.Column("last_seen", postgresql.TIMESTAMP(timezone=True), autoincrement=False, nullable=False),
+        sa.Column("id", sa.INTEGER(), autoincrement=True, nullable=False),
+        sa.Column(
+            "created",
+            postgresql.TIMESTAMP(timezone=True),
+            server_default=sa.text("now()"),
+            autoincrement=False,
+            nullable=False,
+        ),
+        sa.Column(
+            "updated",
+            postgresql.TIMESTAMP(timezone=True),
+            server_default=sa.text("now()"),
+            autoincrement=False,
+            nullable=False,
+        ),
+        sa.PrimaryKeyConstraint("id", name=op.f("pk_signal_device")),
+        sa.UniqueConstraint(
+            "phone_number",
+            name=op.f("uq_signal_device_phone_number"),
+            postgresql_include=[],
+            postgresql_nulls_not_distinct=False,
+        ),
+        schema=schema,
+    )
+    op.create_table(
+        "device_role",
+        sa.Column("device_id", sa.INTEGER(), autoincrement=False, nullable=False),
+        sa.Column("role_id", sa.SMALLINT(), autoincrement=False, nullable=False),
+        sa.Column("id", sa.INTEGER(), autoincrement=True, nullable=False),
+        sa.Column(
+            "created",
+            postgresql.TIMESTAMP(timezone=True),
+            server_default=sa.text("now()"),
+            autoincrement=False,
+            nullable=False,
+        ),
+        sa.Column(
+            "updated",
+            postgresql.TIMESTAMP(timezone=True),
+            server_default=sa.text("now()"),
+            autoincrement=False,
+            nullable=False,
+        ),
+        sa.ForeignKeyConstraint(
+            ["device_id"], [f"{schema}.signal_device.id"], name=op.f("fk_device_role_device_id_signal_device")
+        ),
+        sa.ForeignKeyConstraint(["role_id"], [f"{schema}.role.id"], name=op.f("fk_device_role_role_id_role")),
+        sa.PrimaryKeyConstraint("id", name=op.f("pk_device_role")),
+        sa.UniqueConstraint(
+            "device_id",
+            "role_id",
+            name=op.f("uq_device_role_device_role"),
+            postgresql_include=[],
+            postgresql_nulls_not_distinct=False,
+        ),
+        schema=schema,
+    )
+    # ### end Alembic commands ###

python/alembic/richie/versions/2026_03_29-removed_ds_table_from_richie_db_c8a794340928.py

@@ -0,0 +1,187 @@
+"""removed ds table from richie DB.
+
+Revision ID: c8a794340928
+Revises: 6b275323f435
+Create Date: 2026-03-29 15:29:23.643146
+
+"""
+
+from __future__ import annotations
+
+from typing import TYPE_CHECKING
+
+import sqlalchemy as sa
+from alembic import op
+from sqlalchemy.dialects import postgresql
+
+from python.orm import RichieBase
+
+if TYPE_CHECKING:
+    from collections.abc import Sequence
+
+# revision identifiers, used by Alembic.
+revision: str = "c8a794340928"
+down_revision: str | None = "6b275323f435"
+branch_labels: str | Sequence[str] | None = None
+depends_on: str | Sequence[str] | None = None
+
+schema = RichieBase.schema_name
+
+
+def upgrade() -> None:
+    """Upgrade."""
+    # ### commands auto generated by Alembic - please adjust! ###
+    op.drop_table("vote_record", schema=schema)
+    op.drop_index(op.f("ix_vote_congress_chamber"), table_name="vote", schema=schema)
+    op.drop_index(op.f("ix_vote_date"), table_name="vote", schema=schema)
+    op.drop_index(op.f("ix_legislator_bioguide_id"), table_name="legislator", schema=schema)
+    op.drop_table("legislator", schema=schema)
+    op.drop_table("vote", schema=schema)
+    op.drop_index(op.f("ix_bill_congress"), table_name="bill", schema=schema)
+    op.drop_table("bill", schema=schema)
+    # ### end Alembic commands ###
+
+
+def downgrade() -> None:
+    """Downgrade."""
+    # ### commands auto generated by Alembic - please adjust! ###
+    op.create_table(
+        "vote",
+        sa.Column("congress", sa.INTEGER(), autoincrement=False, nullable=False),
+        sa.Column("chamber", sa.VARCHAR(), autoincrement=False, nullable=False),
+        sa.Column("session", sa.INTEGER(), autoincrement=False, nullable=False),
+        sa.Column("number", sa.INTEGER(), autoincrement=False, nullable=False),
+        sa.Column("vote_type", sa.VARCHAR(), autoincrement=False, nullable=True),
+        sa.Column("question", sa.VARCHAR(), autoincrement=False, nullable=True),
+        sa.Column("result", sa.VARCHAR(), autoincrement=False, nullable=True),
+        sa.Column("result_text", sa.VARCHAR(), autoincrement=False, nullable=True),
+        sa.Column("vote_date", sa.DATE(), autoincrement=False, nullable=False),
+        sa.Column("yea_count", sa.INTEGER(), autoincrement=False, nullable=True),
+        sa.Column("nay_count", sa.INTEGER(), autoincrement=False, nullable=True),
+        sa.Column("not_voting_count", sa.INTEGER(), autoincrement=False, nullable=True),
+        sa.Column("present_count", sa.INTEGER(), autoincrement=False, nullable=True),
+        sa.Column("bill_id", sa.INTEGER(), autoincrement=False, nullable=True),
+        sa.Column("id", sa.INTEGER(), autoincrement=True, nullable=False),
+        sa.Column(
+            "created",
+            postgresql.TIMESTAMP(timezone=True),
+            server_default=sa.text("now()"),
+            autoincrement=False,
+            nullable=False,
+        ),
+        sa.Column(
+            "updated",
+            postgresql.TIMESTAMP(timezone=True),
+            server_default=sa.text("now()"),
+            autoincrement=False,
+            nullable=False,
+        ),
+        sa.ForeignKeyConstraint(["bill_id"], [f"{schema}.bill.id"], name=op.f("fk_vote_bill_id_bill")),
+        sa.PrimaryKeyConstraint("id", name=op.f("pk_vote")),
+        sa.UniqueConstraint(
+            "congress",
+            "chamber",
+            "session",
+            "number",
+            name=op.f("uq_vote_congress_chamber_session_number"),
+            postgresql_include=[],
+            postgresql_nulls_not_distinct=False,
+        ),
+        schema=schema,
+    )
+    op.create_index(op.f("ix_vote_date"), "vote", ["vote_date"], unique=False, schema=schema)
+    op.create_index(op.f("ix_vote_congress_chamber"), "vote", ["congress", "chamber"], unique=False, schema=schema)
+    op.create_table(
+        "vote_record",
+        sa.Column("vote_id", sa.INTEGER(), autoincrement=False, nullable=False),
+        sa.Column("legislator_id", sa.INTEGER(), autoincrement=False, nullable=False),
+        sa.Column("position", sa.VARCHAR(), autoincrement=False, nullable=False),
+        sa.ForeignKeyConstraint(
+            ["legislator_id"],
+            [f"{schema}.legislator.id"],
+            name=op.f("fk_vote_record_legislator_id_legislator"),
+            ondelete="CASCADE",
+        ),
+        sa.ForeignKeyConstraint(
+            ["vote_id"], [f"{schema}.vote.id"], name=op.f("fk_vote_record_vote_id_vote"), ondelete="CASCADE"
+        ),
+        sa.PrimaryKeyConstraint("vote_id", "legislator_id", name=op.f("pk_vote_record")),
+        schema=schema,
+    )
+    op.create_table(
+        "legislator",
+        sa.Column("bioguide_id", sa.TEXT(), autoincrement=False, nullable=False),
+        sa.Column("thomas_id", sa.VARCHAR(), autoincrement=False, nullable=True),
+        sa.Column("lis_id", sa.VARCHAR(), autoincrement=False, nullable=True),
+        sa.Column("govtrack_id", sa.INTEGER(), autoincrement=False, nullable=True),
+        sa.Column("opensecrets_id", sa.VARCHAR(), autoincrement=False, nullable=True),
+        sa.Column("fec_ids", sa.VARCHAR(), autoincrement=False, nullable=True),
+        sa.Column("first_name", sa.VARCHAR(), autoincrement=False, nullable=False),
+        sa.Column("last_name", sa.VARCHAR(), autoincrement=False, nullable=False),
+        sa.Column("official_full_name", sa.VARCHAR(), autoincrement=False, nullable=True),
+        sa.Column("nickname", sa.VARCHAR(), autoincrement=False, nullable=True),
+        sa.Column("birthday", sa.DATE(), autoincrement=False, nullable=True),
+        sa.Column("gender", sa.VARCHAR(), autoincrement=False, nullable=True),
+        sa.Column("current_party", sa.VARCHAR(), autoincrement=False, nullable=True),
+        sa.Column("current_state", sa.VARCHAR(), autoincrement=False, nullable=True),
+        sa.Column("current_district", sa.INTEGER(), autoincrement=False, nullable=True),
+        sa.Column("current_chamber", sa.VARCHAR(), autoincrement=False, nullable=True),
+        sa.Column("id", sa.INTEGER(), autoincrement=True, nullable=False),
+        sa.Column(
+            "created",
+            postgresql.TIMESTAMP(timezone=True),
+            server_default=sa.text("now()"),
+            autoincrement=False,
+            nullable=False,
+        ),
+        sa.Column(
+            "updated",
+            postgresql.TIMESTAMP(timezone=True),
+            server_default=sa.text("now()"),
+            autoincrement=False,
+            nullable=False,
+        ),
+        sa.PrimaryKeyConstraint("id", name=op.f("pk_legislator")),
+        schema=schema,
+    )
+    op.create_index(op.f("ix_legislator_bioguide_id"), "legislator", ["bioguide_id"], unique=True, schema=schema)
+    op.create_table(
+        "bill",
+        sa.Column("congress", sa.INTEGER(), autoincrement=False, nullable=False),
+        sa.Column("bill_type", sa.VARCHAR(), autoincrement=False, nullable=False),
+        sa.Column("number", sa.INTEGER(), autoincrement=False, nullable=False),
+        sa.Column("title", sa.VARCHAR(), autoincrement=False, nullable=True),
+        sa.Column("title_short", sa.VARCHAR(), autoincrement=False, nullable=True),
+        sa.Column("official_title", sa.VARCHAR(), autoincrement=False, nullable=True),
+        sa.Column("status", sa.VARCHAR(), autoincrement=False, nullable=True),
+        sa.Column("status_at", sa.DATE(), autoincrement=False, nullable=True),
+        sa.Column("sponsor_bioguide_id", sa.VARCHAR(), autoincrement=False, nullable=True),
+        sa.Column("subjects_top_term", sa.VARCHAR(), autoincrement=False, nullable=True),
+        sa.Column("id", sa.INTEGER(), autoincrement=True, nullable=False),
+        sa.Column(
+            "created",
+            postgresql.TIMESTAMP(timezone=True),
+            server_default=sa.text("now()"),
+            autoincrement=False,
+            nullable=False,
+        ),
+        sa.Column(
+            "updated",
+            postgresql.TIMESTAMP(timezone=True),
+            server_default=sa.text("now()"),
+            autoincrement=False,
+            nullable=False,
+        ),
+        sa.PrimaryKeyConstraint("id", name=op.f("pk_bill")),
+        sa.UniqueConstraint(
+            "congress",
+            "bill_type",
+            "number",
+            name=op.f("uq_bill_congress_type_number"),
+            postgresql_include=[],
+            postgresql_nulls_not_distinct=False,
+        ),
+        schema=schema,
+    )
+    op.create_index(op.f("ix_bill_congress"), "bill", ["congress"], unique=False, schema=schema)
+    # ### end Alembic commands ###

python/alembic/signal_bot/versions/2026_03_17-seprating_signal_bot_database_6eaf696e07a5.py

@@ -0,0 +1,100 @@
+"""seprating signal_bot database.
+
+Revision ID: 6eaf696e07a5
+Revises:
+Create Date: 2026-03-17 21:35:37.612672
+
+"""
+
+from __future__ import annotations
+
+from typing import TYPE_CHECKING
+
+import sqlalchemy as sa
+from alembic import op
+from sqlalchemy.dialects import postgresql
+
+from python.orm import SignalBotBase
+
+if TYPE_CHECKING:
+    from collections.abc import Sequence
+
+# revision identifiers, used by Alembic.
+revision: str = "6eaf696e07a5"
+down_revision: str | None = None
+branch_labels: str | Sequence[str] | None = None
+depends_on: str | Sequence[str] | None = None
+
+schema = SignalBotBase.schema_name
+
+
+def upgrade() -> None:
+    """Upgrade."""
+    # ### commands auto generated by Alembic - please adjust! ###
+    op.create_table(
+        "dead_letter_message",
+        sa.Column("source", sa.String(), nullable=False),
+        sa.Column("message", sa.Text(), nullable=False),
+        sa.Column("received_at", sa.DateTime(timezone=True), nullable=False),
+        sa.Column(
+            "status", postgresql.ENUM("UNPROCESSED", "PROCESSED", name="message_status", schema=schema), nullable=False
+        ),
+        sa.Column("id", sa.Integer(), nullable=False),
+        sa.Column("created", sa.DateTime(timezone=True), server_default=sa.text("now()"), nullable=False),
+        sa.Column("updated", sa.DateTime(timezone=True), server_default=sa.text("now()"), nullable=False),
+        sa.PrimaryKeyConstraint("id", name=op.f("pk_dead_letter_message")),
+        schema=schema,
+    )
+    op.create_table(
+        "role",
+        sa.Column("name", sa.String(length=50), nullable=False),
+        sa.Column("id", sa.SmallInteger(), nullable=False),
+        sa.Column("created", sa.DateTime(timezone=True), server_default=sa.text("now()"), nullable=False),
+        sa.Column("updated", sa.DateTime(timezone=True), server_default=sa.text("now()"), nullable=False),
+        sa.PrimaryKeyConstraint("id", name=op.f("pk_role")),
+        sa.UniqueConstraint("name", name=op.f("uq_role_name")),
+        schema=schema,
+    )
+    op.create_table(
+        "signal_device",
+        sa.Column("phone_number", sa.String(length=50), nullable=False),
+        sa.Column("safety_number", sa.String(), nullable=True),
+        sa.Column(
+            "trust_level",
+            postgresql.ENUM("VERIFIED", "UNVERIFIED", "BLOCKED", name="trust_level", schema=schema),
+            nullable=False,
+        ),
+        sa.Column("last_seen", sa.DateTime(timezone=True), nullable=False),
+        sa.Column("id", sa.Integer(), nullable=False),
+        sa.Column("created", sa.DateTime(timezone=True), server_default=sa.text("now()"), nullable=False),
+        sa.Column("updated", sa.DateTime(timezone=True), server_default=sa.text("now()"), nullable=False),
+        sa.PrimaryKeyConstraint("id", name=op.f("pk_signal_device")),
+        sa.UniqueConstraint("phone_number", name=op.f("uq_signal_device_phone_number")),
+        schema=schema,
+    )
+    op.create_table(
+        "device_role",
+        sa.Column("device_id", sa.Integer(), nullable=False),
+        sa.Column("role_id", sa.SmallInteger(), nullable=False),
+        sa.Column("id", sa.Integer(), nullable=False),
+        sa.Column("created", sa.DateTime(timezone=True), server_default=sa.text("now()"), nullable=False),
+        sa.Column("updated", sa.DateTime(timezone=True), server_default=sa.text("now()"), nullable=False),
+        sa.ForeignKeyConstraint(
+            ["device_id"], [f"{schema}.signal_device.id"], name=op.f("fk_device_role_device_id_signal_device")
+        ),
+        sa.ForeignKeyConstraint(["role_id"], [f"{schema}.role.id"], name=op.f("fk_device_role_role_id_role")),
+        sa.PrimaryKeyConstraint("id", name=op.f("pk_device_role")),
+        sa.UniqueConstraint("device_id", "role_id", name="uq_device_role_device_role"),
+        schema=schema,
+    )
+    # ### end Alembic commands ###
+
+
+def downgrade() -> None:
+    """Downgrade."""
+    # ### commands auto generated by Alembic - please adjust! ###
+    op.drop_table("device_role", schema=schema)
+    op.drop_table("signal_device", schema=schema)
+    op.drop_table("role", schema=schema)
+    op.drop_table("dead_letter_message", schema=schema)
+    # ### end Alembic commands ###

python/alembic/signal_bot/versions/2026_03_18-test_66bdd532bcab.py

@@ -0,0 +1,72 @@
+"""test.
+
+Revision ID: 66bdd532bcab
+Revises: 6eaf696e07a5
+Create Date: 2026-03-18 19:21:14.561568
+
+"""
+
+from __future__ import annotations
+
+from typing import TYPE_CHECKING
+
+import sqlalchemy as sa
+from alembic import op
+from sqlalchemy.dialects import postgresql
+
+from python.orm import SignalBotBase
+
+if TYPE_CHECKING:
+    from collections.abc import Sequence
+
+# revision identifiers, used by Alembic.
+revision: str = "66bdd532bcab"
+down_revision: str | None = "6eaf696e07a5"
+branch_labels: str | Sequence[str] | None = None
+depends_on: str | Sequence[str] | None = None
+
+schema = SignalBotBase.schema_name
+
+
+def upgrade() -> None:
+    """Upgrade."""
+    # ### commands auto generated by Alembic - please adjust! ###
+    op.alter_column(
+        "dead_letter_message",
+        "status",
+        existing_type=postgresql.ENUM("UNPROCESSED", "PROCESSED", name="message_status", schema=schema),
+        type_=sa.Enum("UNPROCESSED", "PROCESSED", name="message_status", native_enum=False),
+        existing_nullable=False,
+        schema=schema,
+    )
+    op.alter_column(
+        "signal_device",
+        "trust_level",
+        existing_type=postgresql.ENUM("VERIFIED", "UNVERIFIED", "BLOCKED", name="trust_level", schema=schema),
+        type_=sa.Enum("VERIFIED", "UNVERIFIED", "BLOCKED", name="trust_level", native_enum=False),
+        existing_nullable=False,
+        schema=schema,
+    )
+    # ### end Alembic commands ###
+
+
+def downgrade() -> None:
+    """Downgrade."""
+    # ### commands auto generated by Alembic - please adjust! ###
+    op.alter_column(
+        "signal_device",
+        "trust_level",
+        existing_type=sa.Enum("VERIFIED", "UNVERIFIED", "BLOCKED", name="trust_level", native_enum=False),
+        type_=postgresql.ENUM("VERIFIED", "UNVERIFIED", "BLOCKED", name="trust_level", schema=schema),
+        existing_nullable=False,
+        schema=schema,
+    )
+    op.alter_column(
+        "dead_letter_message",
+        "status",
+        existing_type=sa.Enum("UNPROCESSED", "PROCESSED", name="message_status", native_enum=False),
+        type_=postgresql.ENUM("UNPROCESSED", "PROCESSED", name="message_status", schema=schema),
+        existing_nullable=False,
+        schema=schema,
+    )
+    # ### end Alembic commands ###

python/api/main.py

@@ -1,27 +1,23 @@
 """FastAPI interface for Contact database."""
 
 import logging
-import shutil
-import subprocess
-import tempfile
 from collections.abc import AsyncIterator
 from contextlib import asynccontextmanager
-from os import environ
-from pathlib import Path
 from typing import Annotated
 
 import typer
 import uvicorn
 from fastapi import FastAPI
 
-from python.api.routers import contact_router, create_frontend_router
+from python.api.middleware import ZstdMiddleware
+from python.api.routers import contact_router, views_router
 from python.common import configure_logger
 from python.orm.common import get_postgres_engine
 
 logger = logging.getLogger(__name__)
 
 
-def create_app(frontend_dir: Path | None = None) -> FastAPI:
+def create_app() -> FastAPI:
     """Create and configure the FastAPI application."""
 
     @asynccontextmanager
@@ -32,84 +28,23 @@ def create_app(frontend_dir: Path | None = None) -> FastAPI:
         app.state.engine.dispose()
 
     app = FastAPI(title="Contact Database API", lifespan=lifespan)
+    app.add_middleware(ZstdMiddleware)
 
     app.include_router(contact_router)
-
+    app.include_router(views_router)
-    if frontend_dir:
-        logger.info(f"Serving frontend from {frontend_dir}")
-        frontend_router = create_frontend_router(frontend_dir)
-        app.include_router(frontend_router)
 
     return app
 
 
-def build_frontend(source_dir: Path | None, cache_dir: Path | None = None) -> Path | None:
-    """Run npm build and copy output to a temp directory.
-
-    Works even if source_dir is read-only by copying to a temp directory first.
-
-    Args:
-        source_dir: Frontend source directory.
-        cache_dir: Optional npm cache directory for faster repeated builds.
-
-    Returns:
-        Path to frontend build directory, or None if no source_dir provided.
-    """
-    if not source_dir:
-        return None
-
-    if not source_dir.exists():
-        error = f"Frontend directory {source_dir} does not exist"
-        raise FileExistsError(error)
-
-    logger.info("Building frontend from %s...", source_dir)
-
-    # Copy source to a writable temp directory
-    build_dir = Path(tempfile.mkdtemp(prefix="contact_frontend_build_"))
-    shutil.copytree(source_dir, build_dir, dirs_exist_ok=True)
-
-    env = dict(environ)
-    if cache_dir:
-        cache_dir.mkdir(parents=True, exist_ok=True)
-        env["npm_config_cache"] = str(cache_dir)
-
-    subprocess.run(["npm", "install"], cwd=build_dir, env=env, check=True)  # noqa: S607
-    subprocess.run(["npm", "run", "build"], cwd=build_dir, env=env, check=True)  # noqa: S607
-
-    dist_dir = build_dir / "dist"
-    if not dist_dir.exists():
-        error = f"Build output not found at {dist_dir}"
-        raise FileNotFoundError(error)
-
-    output_dir = Path(tempfile.mkdtemp(prefix="contact_frontend_"))
-    shutil.copytree(dist_dir, output_dir, dirs_exist_ok=True)
-    logger.info(f"Frontend built and copied to {output_dir}")
-
-    shutil.rmtree(build_dir)
-
-    return output_dir
-
-
 def serve(
     host: Annotated[str, typer.Option("--host", "-h", help="Host to bind to")],
-    frontend_dir: Annotated[
-        Path | None,
-        typer.Option(
-            "--frontend-dir",
-            "-f",
-            help="Frontend source directory. If provided, runs npm build and serves from temp dir.",
-        ),
-    ] = None,
     port: Annotated[int, typer.Option("--port", "-p", help="Port to bind to")] = 8000,
     log_level: Annotated[str, typer.Option("--log-level", "-l", help="Log level")] = "INFO",
 ) -> None:
     """Start the Contact API server."""
     configure_logger(log_level)
 
-    cache_dir = Path(environ["HOME"]) / ".npm"
+    app = create_app()
-    serve_dir = build_frontend(frontend_dir, cache_dir=cache_dir)
-
-    app = create_app(frontend_dir=serve_dir)
     uvicorn.run(app, host=host, port=port)
 
 

python/api/middleware.py

@@ -0,0 +1,49 @@
+"""Middleware for the FastAPI application."""
+
+from compression import zstd
+from starlette.middleware.base import BaseHTTPMiddleware, RequestResponseEndpoint
+from starlette.requests import Request
+from starlette.responses import Response
+
+MINIMUM_RESPONSE_SIZE = 500
+
+
+class ZstdMiddleware(BaseHTTPMiddleware):
+    """Middleware that compresses responses with zstd when the client supports it."""
+
+    async def dispatch(self, request: Request, call_next: RequestResponseEndpoint) -> Response:
+        """Compress the response with zstd if the client accepts it."""
+        accepted_encodings = request.headers.get("accept-encoding", "")
+        if "zstd" not in accepted_encodings:
+            return await call_next(request)
+
+        response = await call_next(request)
+
+        if response.headers.get("content-encoding") or "text/event-stream" in response.headers.get("content-type", ""):
+            return response
+
+        body = b""
+        async for chunk in response.body_iterator:
+            body += chunk if isinstance(chunk, bytes) else chunk.encode()
+
+        if len(body) < MINIMUM_RESPONSE_SIZE:
+            return Response(
+                content=body,
+                status_code=response.status_code,
+                headers=dict(response.headers),
+                media_type=response.media_type,
+            )
+
+        compressed = zstd.compress(body)
+
+        headers = dict(response.headers)
+        headers["content-encoding"] = "zstd"
+        headers["content-length"] = str(len(compressed))
+        headers.pop("transfer-encoding", None)
+
+        return Response(
+            content=compressed,
+            status_code=response.status_code,
+            headers=headers,
+            media_type=response.media_type,
+        )

python/api/routers/__init__.py

@@ -1,6 +1,6 @@
 """API routers."""
 
 from python.api.routers.contact import router as contact_router
-from python.api.routers.frontend import create_frontend_router
+from python.api.routers.views import router as views_router
 
-__all__ = ["contact_router", "create_frontend_router"]
+__all__ = ["contact_router", "views_router"]

python/api/routers/contact.py

@@ -1,6 +1,10 @@
 """Contact API router."""
 
-from fastapi import APIRouter, HTTPException
+from pathlib import Path
+
+from fastapi import APIRouter, HTTPException, Request
+from fastapi.responses import HTMLResponse
+from fastapi.templating import Jinja2Templates
 from pydantic import BaseModel
 from sqlalchemy import select
 from sqlalchemy.orm import selectinload
@@ -8,6 +12,14 @@ from sqlalchemy.orm import selectinload
 from python.api.dependencies import DbSession
 from python.orm.richie.contact import Contact, ContactRelationship, Need, RelationshipType
 
+TEMPLATES_DIR = Path(__file__).parent.parent / "templates"
+templates = Jinja2Templates(directory=TEMPLATES_DIR)
+
+
+def _is_htmx(request: Request) -> bool:
+    """Check if the request is from HTMX."""
+    return request.headers.get("HX-Request") == "true"
+
 
 class NeedBase(BaseModel):
     """Base schema for Need."""
@@ -180,14 +192,16 @@ def get_need(need_id: int, db: DbSession) -> Need:
     return need
 
 
-@router.delete("/needs/{need_id}")
+@router.delete("/needs/{need_id}", response_model=None)
-def delete_need(need_id: int, db: DbSession) -> dict[str, bool]:
+def delete_need(need_id: int, request: Request, db: DbSession) -> dict[str, bool] | HTMLResponse:
     """Delete a need by ID."""
     need = db.get(Need, need_id)
     if not need:
         raise HTTPException(status_code=404, detail="Need not found")
     db.delete(need)
     db.commit()
+    if _is_htmx(request):
+        return HTMLResponse("")
     return {"deleted": True}
 
 
@@ -261,14 +275,16 @@ def update_contact(
     return db_contact
 
 
-@router.delete("/contacts/{contact_id}")
+@router.delete("/contacts/{contact_id}", response_model=None)
-def delete_contact(contact_id: int, db: DbSession) -> dict[str, bool]:
+def delete_contact(contact_id: int, request: Request, db: DbSession) -> dict[str, bool] | HTMLResponse:
     """Delete a contact by ID."""
     contact = db.get(Contact, contact_id)
     if not contact:
         raise HTTPException(status_code=404, detail="Contact not found")
     db.delete(contact)
     db.commit()
+    if _is_htmx(request):
+        return HTMLResponse("")
     return {"deleted": True}
 
 
@@ -294,12 +310,13 @@ def add_need_to_contact(
     return {"added": True}
 
 
-@router.delete("/contacts/{contact_id}/needs/{need_id}")
+@router.delete("/contacts/{contact_id}/needs/{need_id}", response_model=None)
 def remove_need_from_contact(
     contact_id: int,
     need_id: int,
+    request: Request,
     db: DbSession,
-) -> dict[str, bool]:
+) -> dict[str, bool] | HTMLResponse:
     """Remove a need from a contact."""
     contact = db.get(Contact, contact_id)
     if not contact:
@@ -313,6 +330,8 @@ def remove_need_from_contact(
         contact.needs.remove(need)
         db.commit()
 
+    if _is_htmx(request):
+        return HTMLResponse("")
     return {"removed": True}
 
 
@@ -404,12 +423,13 @@ def update_contact_relationship(
     return relationship
 
 
-@router.delete("/contacts/{contact_id}/relationships/{related_contact_id}")
+@router.delete("/contacts/{contact_id}/relationships/{related_contact_id}", response_model=None)
 def remove_contact_relationship(
     contact_id: int,
     related_contact_id: int,
+    request: Request,
     db: DbSession,
-) -> dict[str, bool]:
+) -> dict[str, bool] | HTMLResponse:
     """Remove a relationship between two contacts."""
     relationship = db.scalar(
         select(ContactRelationship).where(
@@ -422,6 +442,8 @@ def remove_contact_relationship(
 
     db.delete(relationship)
     db.commit()
+    if _is_htmx(request):
+        return HTMLResponse("")
     return {"deleted": True}
 
 

python/api/routers/frontend.py

@@ -1,24 +0,0 @@
-"""Frontend SPA router."""
-
-from pathlib import Path
-
-from fastapi import APIRouter
-from fastapi.responses import FileResponse
-from fastapi.staticfiles import StaticFiles
-
-
-def create_frontend_router(frontend_dir: Path) -> APIRouter:
-    """Create a router for serving the frontend SPA."""
-    router = APIRouter(tags=["frontend"])
-
-    router.mount("/assets", StaticFiles(directory=frontend_dir / "assets"), name="assets")
-
-    @router.get("/{full_path:path}")
-    async def serve_spa(full_path: str) -> FileResponse:
-        """Serve React SPA for all non-API routes."""
-        file_path = frontend_dir / full_path
-        if file_path.is_file():
-            return FileResponse(file_path)
-        return FileResponse(frontend_dir / "index.html")
-
-    return router

python/api/routers/views.py

@@ -0,0 +1,345 @@
+"""HTMX server-rendered view router."""
+
+from pathlib import Path
+from typing import Annotated, Any
+
+from fastapi import APIRouter, Form, HTTPException, Request
+from fastapi.responses import HTMLResponse, RedirectResponse
+from fastapi.templating import Jinja2Templates
+from sqlalchemy import select
+from sqlalchemy.orm import Session, selectinload
+
+from python.api.dependencies import DbSession
+from python.orm.richie.contact import Contact, ContactRelationship, Need, RelationshipType
+
+TEMPLATES_DIR = Path(__file__).parent.parent / "templates"
+templates = Jinja2Templates(directory=TEMPLATES_DIR)
+
+router = APIRouter(tags=["views"])
+
+FAMILIAL_TYPES = {
+    "parent",
+    "child",
+    "sibling",
+    "grandparent",
+    "grandchild",
+    "aunt_uncle",
+    "niece_nephew",
+    "cousin",
+    "in_law",
+}
+FRIEND_TYPES = {"best_friend", "close_friend", "friend", "acquaintance", "neighbor"}
+PARTNER_TYPES = {"spouse", "partner"}
+PROFESSIONAL_TYPES = {"mentor", "mentee", "business_partner", "colleague", "manager", "direct_report", "client"}
+
+CONTACT_STRING_FIELDS = (
+    "name",
+    "legal_name",
+    "suffix",
+    "gender",
+    "current_job",
+    "timezone",
+    "profile_pic",
+    "bio",
+    "goals",
+    "social_structure_style",
+    "safe_conversation_starters",
+    "topics_to_avoid",
+    "ssn",
+)
+
+CONTACT_INT_FIELDS = ("age", "self_sufficiency_score")
+
+
+def _group_relationships(relationships: list[ContactRelationship]) -> dict[str, list[ContactRelationship]]:
+    """Group relationships by category."""
+    groups: dict[str, list[ContactRelationship]] = {
+        "familial": [],
+        "partners": [],
+        "friends": [],
+        "professional": [],
+        "other": [],
+    }
+    for rel in relationships:
+        if rel.relationship_type in FAMILIAL_TYPES:
+            groups["familial"].append(rel)
+        elif rel.relationship_type in PARTNER_TYPES:
+            groups["partners"].append(rel)
+        elif rel.relationship_type in FRIEND_TYPES:
+            groups["friends"].append(rel)
+        elif rel.relationship_type in PROFESSIONAL_TYPES:
+            groups["professional"].append(rel)
+        else:
+            groups["other"].append(rel)
+    return groups
+
+
+def _build_contact_name_map(database: Session, contact: Contact) -> dict[int, str]:
+    """Build a mapping of contact IDs to names for relationship display."""
+    related_ids = {rel.related_contact_id for rel in contact.related_to}
+    related_ids |= {rel.contact_id for rel in contact.related_from}
+    related_ids.discard(contact.id)
+
+    if not related_ids:
+        return {}
+
+    related_contacts = list(database.scalars(select(Contact).where(Contact.id.in_(related_ids))).all())
+    return {related.id: related.name for related in related_contacts}
+
+
+def _get_relationship_type_display() -> dict[str, str]:
+    """Build a mapping of relationship type values to display names."""
+    return {rel_type.value: rel_type.display_name for rel_type in RelationshipType}
+
+
+async def _parse_contact_form(request: Request) -> dict[str, Any]:
+    """Parse contact form data from a multipart/form request."""
+    form_data = await request.form()
+    result: dict[str, Any] = {}
+
+    for field in CONTACT_STRING_FIELDS:
+        value = form_data.get(field, "")
+        result[field] = str(value) if value else None
+
+    for field in CONTACT_INT_FIELDS:
+        value = form_data.get(field, "")
+        result[field] = int(value) if value else None
+
+    result["need_ids"] = [int(value) for value in form_data.getlist("need_ids")]
+    return result
+
+
+def _save_contact_from_form(database: Session, contact: Contact, form_result: dict[str, Any]) -> None:
+    """Apply parsed form data to a Contact and save associated needs."""
+    need_ids = form_result.pop("need_ids")
+
+    for key, value in form_result.items():
+        setattr(contact, key, value)
+
+    if need_ids:
+        contact.needs = list(database.scalars(select(Need).where(Need.id.in_(need_ids))).all())
+    else:
+        contact.needs = []
+
+
+@router.get("/", response_class=HTMLResponse)
+@router.get("/contacts", response_class=HTMLResponse)
+def contact_list_page(request: Request, database: DbSession) -> HTMLResponse:
+    """Render the contacts list page."""
+    contacts = list(database.scalars(select(Contact)).all())
+    return templates.TemplateResponse(request, "contact_list.html", {"contacts": contacts})
+
+
+@router.get("/contacts/new", response_class=HTMLResponse)
+def new_contact_page(request: Request, database: DbSession) -> HTMLResponse:
+    """Render the new contact form page."""
+    all_needs = list(database.scalars(select(Need)).all())
+    return templates.TemplateResponse(request, "contact_form.html", {"contact": None, "all_needs": all_needs})
+
+
+@router.post("/htmx/contacts/new")
+async def create_contact_form(request: Request, database: DbSession) -> RedirectResponse:
+    """Handle the create contact form submission."""
+    form_result = await _parse_contact_form(request)
+    contact = Contact()
+    _save_contact_from_form(database, contact, form_result)
+
+    database.add(contact)
+    database.commit()
+    database.refresh(contact)
+    return RedirectResponse(url=f"/contacts/{contact.id}", status_code=303)
+
+
+@router.get("/contacts/{contact_id}", response_class=HTMLResponse)
+def contact_detail_page(contact_id: int, request: Request, database: DbSession) -> HTMLResponse:
+    """Render the contact detail page."""
+    contact = database.scalar(
+        select(Contact)
+        .where(Contact.id == contact_id)
+        .options(
+            selectinload(Contact.needs),
+            selectinload(Contact.related_to),
+            selectinload(Contact.related_from),
+        )
+    )
+    if not contact:
+        raise HTTPException(status_code=404, detail="Contact not found")
+
+    contact_names = _build_contact_name_map(database, contact)
+    grouped_relationships = _group_relationships(contact.related_to)
+    all_contacts = list(database.scalars(select(Contact)).all())
+    all_needs = list(database.scalars(select(Need)).all())
+    available_needs = [need for need in all_needs if need not in contact.needs]
+
+    return templates.TemplateResponse(
+        request,
+        "contact_detail.html",
+        {
+            "contact": contact,
+            "contact_names": contact_names,
+            "grouped_relationships": grouped_relationships,
+            "all_contacts": all_contacts,
+            "available_needs": available_needs,
+            "relationship_types": list(RelationshipType),
+        },
+    )
+
+
+@router.get("/contacts/{contact_id}/edit", response_class=HTMLResponse)
+def edit_contact_page(contact_id: int, request: Request, database: DbSession) -> HTMLResponse:
+    """Render the edit contact form page."""
+    contact = database.scalar(select(Contact).where(Contact.id == contact_id).options(selectinload(Contact.needs)))
+    if not contact:
+        raise HTTPException(status_code=404, detail="Contact not found")
+
+    all_needs = list(database.scalars(select(Need)).all())
+    return templates.TemplateResponse(request, "contact_form.html", {"contact": contact, "all_needs": all_needs})
+
+
+@router.post("/htmx/contacts/{contact_id}/edit")
+async def update_contact_form(contact_id: int, request: Request, database: DbSession) -> RedirectResponse:
+    """Handle the edit contact form submission."""
+    contact = database.get(Contact, contact_id)
+    if not contact:
+        raise HTTPException(status_code=404, detail="Contact not found")
+
+    form_result = await _parse_contact_form(request)
+    _save_contact_from_form(database, contact, form_result)
+
+    database.commit()
+    return RedirectResponse(url=f"/contacts/{contact_id}", status_code=303)
+
+
+@router.post("/htmx/contacts/{contact_id}/add-need", response_class=HTMLResponse)
+def add_need_to_contact_htmx(
+    contact_id: int,
+    request: Request,
+    database: DbSession,
+    need_id: Annotated[int, Form()],
+) -> HTMLResponse:
+    """Add a need to a contact and return updated manage-needs partial."""
+    contact = database.scalar(select(Contact).where(Contact.id == contact_id).options(selectinload(Contact.needs)))
+    if not contact:
+        raise HTTPException(status_code=404, detail="Contact not found")
+
+    need = database.get(Need, need_id)
+    if not need:
+        raise HTTPException(status_code=404, detail="Need not found")
+
+    if need not in contact.needs:
+        contact.needs.append(need)
+        database.commit()
+        database.refresh(contact)
+
+    return templates.TemplateResponse(request, "partials/manage_needs.html", {"contact": contact})
+
+
+@router.post("/htmx/contacts/{contact_id}/add-relationship", response_class=HTMLResponse)
+def add_relationship_htmx(
+    contact_id: int,
+    request: Request,
+    database: DbSession,
+    related_contact_id: Annotated[int, Form()],
+    relationship_type: Annotated[str, Form()],
+) -> HTMLResponse:
+    """Add a relationship and return updated manage-relationships partial."""
+    contact = database.scalar(select(Contact).where(Contact.id == contact_id).options(selectinload(Contact.related_to)))
+    if not contact:
+        raise HTTPException(status_code=404, detail="Contact not found")
+
+    related_contact = database.get(Contact, related_contact_id)
+    if not related_contact:
+        raise HTTPException(status_code=404, detail="Related contact not found")
+
+    rel_type = RelationshipType(relationship_type)
+    weight = rel_type.default_weight
+
+    relationship = ContactRelationship(
+        contact_id=contact_id,
+        related_contact_id=related_contact_id,
+        relationship_type=relationship_type,
+        closeness_weight=weight,
+    )
+    database.add(relationship)
+    database.commit()
+    database.refresh(contact)
+
+    contact_names = _build_contact_name_map(database, contact)
+    return templates.TemplateResponse(
+        request,
+        "partials/manage_relationships.html",
+        {"contact": contact, "contact_names": contact_names},
+    )
+
+
+@router.post("/htmx/contacts/{contact_id}/relationships/{related_contact_id}/weight")
+def update_relationship_weight_htmx(
+    contact_id: int,
+    related_contact_id: int,
+    database: DbSession,
+    closeness_weight: Annotated[int, Form()],
+) -> HTMLResponse:
+    """Update a relationship's closeness weight from HTMX range input."""
+    relationship = database.scalar(
+        select(ContactRelationship).where(
+            ContactRelationship.contact_id == contact_id,
+            ContactRelationship.related_contact_id == related_contact_id,
+        )
+    )
+    if not relationship:
+        raise HTTPException(status_code=404, detail="Relationship not found")
+
+    relationship.closeness_weight = closeness_weight
+    database.commit()
+    return HTMLResponse("")
+
+
+@router.post("/htmx/needs", response_class=HTMLResponse)
+def create_need_htmx(
+    request: Request,
+    database: DbSession,
+    name: Annotated[str, Form()],
+    description: Annotated[str, Form()] = "",
+) -> HTMLResponse:
+    """Create a need via form data and return updated needs list."""
+    need = Need(name=name, description=description or None)
+    database.add(need)
+    database.commit()
+    needs = list(database.scalars(select(Need)).all())
+    return templates.TemplateResponse(request, "partials/need_items.html", {"needs": needs})
+
+
+@router.get("/needs", response_class=HTMLResponse)
+def needs_page(request: Request, database: DbSession) -> HTMLResponse:
+    """Render the needs list page."""
+    needs = list(database.scalars(select(Need)).all())
+    return templates.TemplateResponse(request, "need_list.html", {"needs": needs})
+
+
+@router.get("/graph", response_class=HTMLResponse)
+def graph_page(request: Request, database: DbSession) -> HTMLResponse:
+    """Render the relationship graph page."""
+    contacts = list(database.scalars(select(Contact)).all())
+    relationships = list(database.scalars(select(ContactRelationship)).all())
+
+    graph_data = {
+        "nodes": [{"id": contact.id, "name": contact.name, "current_job": contact.current_job} for contact in contacts],
+        "edges": [
+            {
+                "source": rel.contact_id,
+                "target": rel.related_contact_id,
+                "relationship_type": rel.relationship_type,
+                "closeness_weight": rel.closeness_weight,
+            }
+            for rel in relationships
+        ],
+    }
+
+    return templates.TemplateResponse(
+        request,
+        "graph.html",
+        {
+            "graph_data": graph_data,
+            "relationship_type_display": _get_relationship_type_display(),
+        },
+    )

python/api/templates/base.html

@@ -0,0 +1,198 @@
+<!DOCTYPE html>
+<html lang="en" data-theme="light">
+<head>
+    <meta charset="UTF-8">
+    <meta name="viewport" content="width=device-width, initial-scale=1.0">
+    <title>{% block title %}Contact Database{% endblock %}</title>
+    <script src="https://unpkg.com/htmx.org@2.0.4"></script>
+    <style>
+        :root {
+            --color-bg: #f5f5f5;
+            --color-bg-card: #ffffff;
+            --color-bg-hover: #f0f0f0;
+            --color-bg-muted: #f9f9f9;
+            --color-bg-error: #ffe0e0;
+            --color-text: #333333;
+            --color-text-muted: #666666;
+            --color-text-error: #cc0000;
+            --color-border: #dddddd;
+            --color-border-light: #eeeeee;
+            --color-border-lighter: #f0f0f0;
+            --color-primary: #0066cc;
+            --color-primary-hover: #0055aa;
+            --color-danger: #cc3333;
+            --color-danger-hover: #aa2222;
+            --color-tag-bg: #e0e0e0;
+            --shadow: 0 1px 3px rgba(0, 0, 0, 0.1);
+            font-family: -apple-system, BlinkMacSystemFont, "Segoe UI", Roboto, sans-serif;
+            line-height: 1.5;
+            color: var(--color-text);
+            background-color: var(--color-bg);
+        }
+        [data-theme="dark"] {
+            --color-bg: #1a1a1a;
+            --color-bg-card: #2d2d2d;
+            --color-bg-hover: #3d3d3d;
+            --color-bg-muted: #252525;
+            --color-bg-error: #4a2020;
+            --color-text: #e0e0e0;
+            --color-text-muted: #a0a0a0;
+            --color-text-error: #ff6b6b;
+            --color-border: #404040;
+            --color-border-light: #353535;
+            --color-border-lighter: #303030;
+            --color-primary: #4da6ff;
+            --color-primary-hover: #7dbfff;
+            --color-danger: #ff6b6b;
+            --color-danger-hover: #ff8a8a;
+            --color-tag-bg: #404040;
+            --shadow: 0 1px 3px rgba(0, 0, 0, 0.3);
+        }
+        * { box-sizing: border-box; }
+        body { margin: 0; background: var(--color-bg); color: var(--color-text); }
+        .app { max-width: 1000px; margin: 0 auto; padding: 20px; }
+        nav { display: flex; align-items: center; gap: 20px; padding: 15px 0; border-bottom: 1px solid var(--color-border); margin-bottom: 20px; }
+        nav a { color: var(--color-primary); text-decoration: none; font-weight: 500; }
+        nav a:hover { text-decoration: underline; }
+        .theme-toggle { margin-left: auto; }
+        main { background: var(--color-bg-card); padding: 20px; border-radius: 8px; box-shadow: var(--shadow); }
+        .header { display: flex; justify-content: space-between; align-items: center; margin-bottom: 20px; }
+        .header h1 { margin: 0; }
+        a { color: var(--color-primary); }
+        a:hover { text-decoration: underline; }
+
+        .btn { display: inline-block; padding: 8px 16px; border: 1px solid var(--color-border); border-radius: 4px; background: var(--color-bg-card); color: var(--color-text); text-decoration: none; cursor: pointer; font-size: 14px; margin-left: 8px; }
+        .btn:hover { background: var(--color-bg-hover); }
+        .btn-primary { background: var(--color-primary); border-color: var(--color-primary); color: white; }
+        .btn-primary:hover { background: var(--color-primary-hover); }
+        .btn-danger { background: var(--color-danger); border-color: var(--color-danger); color: white; }
+        .btn-danger:hover { background: var(--color-danger-hover); }
+        .btn-small { padding: 4px 8px; font-size: 12px; }
+        .btn:disabled { opacity: 0.6; cursor: not-allowed; }
+
+        table { width: 100%; border-collapse: collapse; }
+        th, td { padding: 12px; text-align: left; border-bottom: 1px solid var(--color-border-light); }
+        th { font-weight: 600; background: var(--color-bg-muted); }
+        tr:hover { background: var(--color-bg-muted); }
+
+        .error { background: var(--color-bg-error); color: var(--color-text-error); padding: 10px; border-radius: 4px; margin-bottom: 20px; }
+        .tag { display: inline-block; background: var(--color-tag-bg); padding: 2px 8px; border-radius: 12px; font-size: 12px; color: var(--color-text-muted); }
+
+        .add-form { display: flex; gap: 10px; margin-top: 15px; flex-wrap: wrap; }
+        .add-form select, .add-form input { padding: 8px; border: 1px solid var(--color-border); border-radius: 4px; min-width: 200px; background: var(--color-bg-card); color: var(--color-text); }
+
+        .form-group { margin-bottom: 20px; }
+        .form-group label { display: block; font-weight: 500; margin-bottom: 5px; }
+        .form-group input, .form-group textarea, .form-group select { width: 100%; padding: 10px; border: 1px solid var(--color-border); border-radius: 4px; font-size: 14px; background: var(--color-bg-card); color: var(--color-text); }
+        .form-group textarea { resize: vertical; }
+        .form-row { display: grid; grid-template-columns: 1fr 1fr; gap: 20px; }
+        .checkbox-group { display: flex; flex-wrap: wrap; gap: 15px; }
+        .checkbox-label { display: flex; align-items: center; gap: 5px; cursor: pointer; }
+        .form-actions { display: flex; gap: 10px; margin-top: 30px; padding-top: 20px; border-top: 1px solid var(--color-border-light); }
+
+        .need-form { background: var(--color-bg-muted); padding: 20px; border-radius: 4px; margin-bottom: 20px; }
+        .need-items { list-style: none; padding: 0; }
+        .need-items li { display: flex; justify-content: space-between; align-items: flex-start; padding: 15px; border: 1px solid var(--color-border-light); border-radius: 4px; margin-bottom: 10px; }
+        .need-info p { margin: 5px 0 0; color: var(--color-text-muted); font-size: 14px; }
+
+        .graph-container { width: 100%; }
+        .graph-hint { color: var(--color-text-muted); font-size: 14px; margin-bottom: 15px; }
+        .selected-info { margin-top: 15px; padding: 15px; background: var(--color-bg-muted); border-radius: 8px; }
+        .selected-info h3 { margin: 0 0 10px; }
+        .selected-info p { margin: 5px 0; color: var(--color-text-muted); }
+        .legend { margin-top: 20px; padding: 15px; background: var(--color-bg-muted); border-radius: 8px; }
+        .legend h4 { margin: 0 0 10px; font-size: 14px; }
+        .legend-items { display: flex; flex-wrap: wrap; gap: 15px; }
+        .legend-item { display: flex; align-items: center; gap: 8px; font-size: 12px; color: var(--color-text-muted); }
+        .legend-line { width: 30px; border-radius: 2px; }
+
+        .id-card { width: 100%; }
+        .id-card-inner { background: linear-gradient(135deg, #0a0a0f 0%, #1a1a2e 50%, #0a0a0f 100%); background-image: radial-gradient(white 1px, transparent 1px), linear-gradient(135deg, #0a0a0f 0%, #1a1a2e 50%, #0a0a0f 100%); background-size: 50px 50px, 100% 100%; color: #fff; border-radius: 12px; padding: 25px; min-height: 500px; position: relative; overflow: hidden; }
+        .id-card-header { display: flex; justify-content: space-between; align-items: flex-start; margin-bottom: 15px; }
+        .id-card-header-left { flex: 1; }
+        .id-card-header-right { display: flex; flex-direction: column; align-items: flex-end; gap: 10px; }
+        .id-card-title { font-size: 2.5rem; font-weight: 700; margin: 0; color: #fff; text-shadow: 2px 2px 4px rgba(0,0,0,0.5); }
+        .id-profile-pic { width: 80px; height: 80px; border-radius: 8px; object-fit: cover; border: 2px solid rgba(255,255,255,0.3); }
+        .id-profile-placeholder { width: 80px; height: 80px; border-radius: 8px; background: linear-gradient(135deg, #4ecdc4 0%, #44a8a0 100%); display: flex; align-items: center; justify-content: center; border: 2px solid rgba(255,255,255,0.3); }
+        .id-profile-placeholder span { font-size: 2rem; font-weight: 700; color: #fff; text-shadow: 1px 1px 2px rgba(0,0,0,0.3); }
+        .id-card-actions { display: flex; gap: 8px; }
+        .id-card-actions .btn { background: rgba(255,255,255,0.1); border-color: rgba(255,255,255,0.3); color: #fff; }
+        .id-card-actions .btn:hover { background: rgba(255,255,255,0.2); }
+        .id-card-body { display: grid; grid-template-columns: 1fr 1.5fr; gap: 30px; }
+        .id-card-left { display: flex; flex-direction: column; gap: 8px; }
+        .id-field { font-size: 1rem; line-height: 1.4; }
+        .id-field-block { margin-top: 15px; font-size: 0.95rem; line-height: 1.5; }
+        .id-label { color: #4ecdc4; font-weight: 500; }
+        .id-card-right { display: flex; flex-direction: column; gap: 20px; }
+        .id-bio { font-size: 0.9rem; line-height: 1.6; color: #e0e0e0; }
+        .id-relationships { margin-top: 10px; }
+        .id-section-title { font-size: 1.5rem; margin: 0 0 15px; color: #fff; border-bottom: 1px solid rgba(255,255,255,0.2); padding-bottom: 8px; }
+        .id-rel-group { margin-bottom: 12px; font-size: 0.9rem; line-height: 1.6; }
+        .id-rel-label { color: #a0a0a0; }
+        .id-rel-group a { color: #4ecdc4; text-decoration: none; }
+        .id-rel-group a:hover { text-decoration: underline; }
+        .id-rel-type { color: #888; font-size: 0.85em; }
+        .id-card-warnings { margin-top: 30px; padding-top: 20px; border-top: 1px solid rgba(255,255,255,0.2); display: flex; flex-wrap: wrap; gap: 20px; }
+        .id-warning { display: flex; align-items: center; gap: 8px; font-size: 0.9rem; color: #ff6b6b; }
+        .warning-dot { width: 8px; height: 8px; background: #ff6b6b; border-radius: 50%; flex-shrink: 0; }
+        .warning-desc { color: #ccc; }
+
+        .id-card-manage { margin-top: 20px; background: var(--color-bg-muted); border-radius: 8px; padding: 15px; }
+        .id-card-manage summary { cursor: pointer; font-weight: 600; font-size: 1.1rem; padding: 5px 0; }
+        .id-card-manage[open] summary { margin-bottom: 15px; border-bottom: 1px solid var(--color-border-light); padding-bottom: 10px; }
+        .manage-section { margin-bottom: 25px; }
+        .manage-section h3 { margin: 0 0 15px; font-size: 1rem; }
+        .manage-relationships { display: flex; flex-direction: column; gap: 10px; margin-bottom: 15px; }
+        .manage-rel-item { display: flex; align-items: center; gap: 12px; padding: 10px; background: var(--color-bg-card); border-radius: 6px; flex-wrap: wrap; }
+        .manage-rel-item a { font-weight: 500; min-width: 120px; }
+        .weight-control { display: flex; align-items: center; gap: 8px; font-size: 12px; color: var(--color-text-muted); }
+        .weight-control input[type="range"] { width: 80px; cursor: pointer; }
+        .weight-value { min-width: 20px; text-align: center; font-weight: 600; }
+        .manage-needs-list { list-style: none; padding: 0; margin: 0 0 15px; }
+        .manage-needs-list li { display: flex; align-items: center; gap: 12px; padding: 10px; background: var(--color-bg-card); border-radius: 6px; margin-bottom: 8px; }
+        .manage-needs-list li .btn { margin-left: auto; }
+
+        .htmx-indicator { display: none; }
+        .htmx-request .htmx-indicator { display: inline; }
+        .htmx-request.htmx-indicator { display: inline; }
+
+        @media (max-width: 768px) {
+            .id-card-body { grid-template-columns: 1fr; }
+            .id-card-title { font-size: 1.8rem; }
+            .id-card-header { flex-direction: column; gap: 15px; }
+        }
+    </style>
+</head>
+<body>
+    <div class="app">
+        <nav>
+            <a href="/contacts">Contacts</a>
+            <a href="/graph">Graph</a>
+            <a href="/needs">Needs</a>
+            <button class="btn btn-small theme-toggle" onclick="toggleTheme()">
+                <span id="theme-label">Dark</span>
+            </button>
+        </nav>
+
+        <main id="main-content">
+            {% block content %}{% endblock %}
+        </main>
+    </div>
+
+    <script>
+        function toggleTheme() {
+            const html = document.documentElement;
+            const current = html.getAttribute('data-theme');
+            const next = current === 'light' ? 'dark' : 'light';
+            html.setAttribute('data-theme', next);
+            localStorage.setItem('theme', next);
+            document.getElementById('theme-label').textContent = next === 'light' ? 'Dark' : 'Light';
+        }
+        (function() {
+            const saved = localStorage.getItem('theme') || 'light';
+            document.documentElement.setAttribute('data-theme', saved);
+            document.getElementById('theme-label').textContent = saved === 'light' ? 'Dark' : 'Light';
+        })();
+    </script>
+</body>
+</html>

python/api/templates/contact_detail.html

@@ -0,0 +1,204 @@
+{% extends "base.html" %}
+{% block title %}{{ contact.name }}{% endblock %}
+{% block content %}
+<div class="id-card">
+    <div class="id-card-inner">
+        <div class="id-card-header">
+            <div class="id-card-header-left">
+                <h1 class="id-card-title">I.D.: {{ contact.name }}</h1>
+            </div>
+            <div class="id-card-header-right">
+                {% if contact.profile_pic %}
+                <img src="{{ contact.profile_pic }}" alt="{{ contact.name }}'s profile" class="id-profile-pic">
+                {% else %}
+                <div class="id-profile-placeholder">
+                    <span>{{ contact.name[0]|upper }}</span>
+                </div>
+                {% endif %}
+                <div class="id-card-actions">
+                    <a href="/contacts/{{ contact.id }}/edit" class="btn btn-small">Edit</a>
+                    <a href="/contacts" class="btn btn-small">Back</a>
+                </div>
+            </div>
+        </div>
+
+        <div class="id-card-body">
+            <div class="id-card-left">
+                {% if contact.legal_name %}
+                <div class="id-field">Legal name: {{ contact.legal_name }}</div>
+                {% endif %}
+                {% if contact.suffix %}
+                <div class="id-field">Suffix: {{ contact.suffix }}</div>
+                {% endif %}
+                {% if contact.gender %}
+                <div class="id-field">Gender: {{ contact.gender }}</div>
+                {% endif %}
+                {% if contact.age %}
+                <div class="id-field">Age: {{ contact.age }}</div>
+                {% endif %}
+                {% if contact.current_job %}
+                <div class="id-field">Job: {{ contact.current_job }}</div>
+                {% endif %}
+                {% if contact.social_structure_style %}
+                <div class="id-field">Social style: {{ contact.social_structure_style }}</div>
+                {% endif %}
+                {% if contact.self_sufficiency_score is not none %}
+                <div class="id-field">Self-Sufficiency: {{ contact.self_sufficiency_score }}</div>
+                {% endif %}
+                {% if contact.timezone %}
+                <div class="id-field">Timezone: {{ contact.timezone }}</div>
+                {% endif %}
+                {% if contact.safe_conversation_starters %}
+                <div class="id-field-block">
+                    <span class="id-label">Safe con starters:</span> {{ contact.safe_conversation_starters }}
+                </div>
+                {% endif %}
+                {% if contact.topics_to_avoid %}
+                <div class="id-field-block">
+                    <span class="id-label">Topics to avoid:</span> {{ contact.topics_to_avoid }}
+                </div>
+                {% endif %}
+                {% if contact.goals %}
+                <div class="id-field-block">
+                    <span class="id-label">Goals:</span> {{ contact.goals }}
+                </div>
+                {% endif %}
+            </div>
+
+            <div class="id-card-right">
+                {% if contact.bio %}
+                <div class="id-bio">
+                    <span class="id-label">Bio:</span> {{ contact.bio }}
+                </div>
+                {% endif %}
+
+                <div class="id-relationships">
+                    <h2 class="id-section-title">Relationships</h2>
+
+                    {% if grouped_relationships.familial %}
+                    <div class="id-rel-group">
+                        <span class="id-rel-label">Familial:</span>
+                        {% for rel in grouped_relationships.familial %}
+                        <a href="/contacts/{{ rel.related_contact_id }}">{{ contact_names[rel.related_contact_id] }}</a><span class="id-rel-type">({{ rel.relationship_type|replace("_", " ")|title }})</span>{% if not loop.last %}, {% endif %}
+                        {% endfor %}
+                    </div>
+                    {% endif %}
+
+                    {% if grouped_relationships.partners %}
+                    <div class="id-rel-group">
+                        <span class="id-rel-label">Partners:</span>
+                        {% for rel in grouped_relationships.partners %}
+                        <a href="/contacts/{{ rel.related_contact_id }}">{{ contact_names[rel.related_contact_id] }}</a>{% if not loop.last %}, {% endif %}
+                        {% endfor %}
+                    </div>
+                    {% endif %}
+
+                    {% if grouped_relationships.friends %}
+                    <div class="id-rel-group">
+                        <span class="id-rel-label">Friends:</span>
+                        {% for rel in grouped_relationships.friends %}
+                        <a href="/contacts/{{ rel.related_contact_id }}">{{ contact_names[rel.related_contact_id] }}</a>{% if not loop.last %}, {% endif %}
+                        {% endfor %}
+                    </div>
+                    {% endif %}
+
+                    {% if grouped_relationships.professional %}
+                    <div class="id-rel-group">
+                        <span class="id-rel-label">Professional:</span>
+                        {% for rel in grouped_relationships.professional %}
+                        <a href="/contacts/{{ rel.related_contact_id }}">{{ contact_names[rel.related_contact_id] }}</a><span class="id-rel-type">({{ rel.relationship_type|replace("_", " ")|title }})</span>{% if not loop.last %}, {% endif %}
+                        {% endfor %}
+                    </div>
+                    {% endif %}
+
+                    {% if grouped_relationships.other %}
+                    <div class="id-rel-group">
+                        <span class="id-rel-label">Other:</span>
+                        {% for rel in grouped_relationships.other %}
+                        <a href="/contacts/{{ rel.related_contact_id }}">{{ contact_names[rel.related_contact_id] }}</a><span class="id-rel-type">({{ rel.relationship_type|replace("_", " ")|title }})</span>{% if not loop.last %}, {% endif %}
+                        {% endfor %}
+                    </div>
+                    {% endif %}
+
+                    {% if contact.related_from %}
+                    <div class="id-rel-group">
+                        <span class="id-rel-label">Known by:</span>
+                        {% for rel in contact.related_from %}
+                        <a href="/contacts/{{ rel.contact_id }}">{{ contact_names[rel.contact_id] }}</a>{% if not loop.last %}, {% endif %}
+                        {% endfor %}
+                    </div>
+                    {% endif %}
+                </div>
+            </div>
+        </div>
+
+        {% if contact.needs %}
+        <div class="id-card-warnings">
+            {% for need in contact.needs %}
+            <div class="id-warning">
+                <span class="warning-dot"></span>
+                Warning: {{ need.name }}
+                {% if need.description %}<span class="warning-desc"> - {{ need.description }}</span>{% endif %}
+            </div>
+            {% endfor %}
+        </div>
+        {% endif %}
+    </div>
+
+    <details class="id-card-manage">
+        <summary>Manage Contact</summary>
+
+        <div class="manage-section">
+            <h3>Manage Relationships</h3>
+            <div id="manage-relationships" class="manage-relationships">
+                {% include "partials/manage_relationships.html" %}
+            </div>
+
+            {% if all_contacts %}
+            <form hx-post="/htmx/contacts/{{ contact.id }}/add-relationship"
+                  hx-target="#manage-relationships"
+                  hx-swap="innerHTML"
+                  class="add-form">
+                <select name="related_contact_id" required>
+                    <option value="">Select contact...</option>
+                    {% for other in all_contacts %}
+                    {% if other.id != contact.id %}
+                    <option value="{{ other.id }}">{{ other.name }}</option>
+                    {% endif %}
+                    {% endfor %}
+                </select>
+                <select name="relationship_type" required>
+                    <option value="">Select relationship type...</option>
+                    {% for rel_type in relationship_types %}
+                    <option value="{{ rel_type.value }}">{{ rel_type.display_name }}</option>
+                    {% endfor %}
+                </select>
+                <button type="submit" class="btn btn-primary">Add Relationship</button>
+            </form>
+            {% endif %}
+        </div>
+
+        <div class="manage-section">
+            <h3>Manage Needs/Warnings</h3>
+            <div id="manage-needs">
+                {% include "partials/manage_needs.html" %}
+            </div>
+
+            {% if available_needs %}
+            <form hx-post="/htmx/contacts/{{ contact.id }}/add-need"
+                  hx-target="#manage-needs"
+                  hx-swap="innerHTML"
+                  class="add-form">
+                <select name="need_id" required>
+                    <option value="">Select a need...</option>
+                    {% for need in available_needs %}
+                    <option value="{{ need.id }}">{{ need.name }}</option>
+                    {% endfor %}
+                </select>
+                <button type="submit" class="btn btn-primary">Add Need</button>
+            </form>
+            {% endif %}
+        </div>
+    </details>
+</div>
+{% endblock %}

python/api/templates/contact_form.html

@@ -0,0 +1,115 @@
+{% extends "base.html" %}
+{% block title %}{{ "Edit " + contact.name if contact else "New Contact" }}{% endblock %}
+{% block content %}
+<div class="contact-form">
+    <h1>{{ "Edit Contact" if contact else "New Contact" }}</h1>
+
+    {% if contact %}
+    <form method="post" action="/htmx/contacts/{{ contact.id }}/edit">
+    {% else %}
+    <form method="post" action="/htmx/contacts/new">
+    {% endif %}
+
+        <div class="form-group">
+            <label for="name">Name *</label>
+            <input id="name" name="name" type="text" value="{{ contact.name if contact else '' }}" required>
+        </div>
+
+        <div class="form-row">
+            <div class="form-group">
+                <label for="legal_name">Legal Name</label>
+                <input id="legal_name" name="legal_name" type="text" value="{{ contact.legal_name or '' }}">
+            </div>
+            <div class="form-group">
+                <label for="suffix">Suffix</label>
+                <input id="suffix" name="suffix" type="text" value="{{ contact.suffix or '' }}">
+            </div>
+        </div>
+
+        <div class="form-row">
+            <div class="form-group">
+                <label for="age">Age</label>
+                <input id="age" name="age" type="number" value="{{ contact.age if contact and contact.age is not none else '' }}">
+            </div>
+            <div class="form-group">
+                <label for="gender">Gender</label>
+                <input id="gender" name="gender" type="text" value="{{ contact.gender or '' }}">
+            </div>
+        </div>
+
+        <div class="form-group">
+            <label for="current_job">Current Job</label>
+            <input id="current_job" name="current_job" type="text" value="{{ contact.current_job or '' }}">
+        </div>
+
+        <div class="form-group">
+            <label for="timezone">Timezone</label>
+            <input id="timezone" name="timezone" type="text" value="{{ contact.timezone or '' }}">
+        </div>
+
+        <div class="form-group">
+            <label for="profile_pic">Profile Picture URL</label>
+            <input id="profile_pic" name="profile_pic" type="url" placeholder="https://example.com/photo.jpg" value="{{ contact.profile_pic or '' }}">
+        </div>
+
+        <div class="form-group">
+            <label for="bio">Bio</label>
+            <textarea id="bio" name="bio" rows="3">{{ contact.bio or '' }}</textarea>
+        </div>
+
+        <div class="form-group">
+            <label for="goals">Goals</label>
+            <textarea id="goals" name="goals" rows="3">{{ contact.goals or '' }}</textarea>
+        </div>
+
+        <div class="form-group">
+            <label for="social_structure_style">Social Structure Style</label>
+            <input id="social_structure_style" name="social_structure_style" type="text" value="{{ contact.social_structure_style or '' }}">
+        </div>
+
+        <div class="form-group">
+            <label for="self_sufficiency_score">Self-Sufficiency Score (1-10)</label>
+            <input id="self_sufficiency_score" name="self_sufficiency_score" type="number" min="1" max="10" value="{{ contact.self_sufficiency_score if contact and contact.self_sufficiency_score is not none else '' }}">
+        </div>
+
+        <div class="form-group">
+            <label for="safe_conversation_starters">Safe Conversation Starters</label>
+            <textarea id="safe_conversation_starters" name="safe_conversation_starters" rows="2">{{ contact.safe_conversation_starters or '' }}</textarea>
+        </div>
+
+        <div class="form-group">
+            <label for="topics_to_avoid">Topics to Avoid</label>
+            <textarea id="topics_to_avoid" name="topics_to_avoid" rows="2">{{ contact.topics_to_avoid or '' }}</textarea>
+        </div>
+
+        <div class="form-group">
+            <label for="ssn">SSN</label>
+            <input id="ssn" name="ssn" type="text" value="{{ contact.ssn or '' }}">
+        </div>
+
+        {% if all_needs %}
+        <div class="form-group">
+            <label>Needs/Accommodations</label>
+            <div class="checkbox-group">
+                {% for need in all_needs %}
+                <label class="checkbox-label">
+                    <input type="checkbox" name="need_ids" value="{{ need.id }}"
+                           {% if contact and need in contact.needs %}checked{% endif %}>
+                    {{ need.name }}
+                </label>
+                {% endfor %}
+            </div>
+        </div>
+        {% endif %}
+
+        <div class="form-actions">
+            <button type="submit" class="btn btn-primary">Save</button>
+            {% if contact %}
+            <a href="/contacts/{{ contact.id }}" class="btn">Cancel</a>
+            {% else %}
+            <a href="/contacts" class="btn">Cancel</a>
+            {% endif %}
+        </div>
+    </form>
+</div>
+{% endblock %}

python/api/templates/contact_list.html

@@ -0,0 +1,14 @@
+{% extends "base.html" %}
+{% block title %}Contacts{% endblock %}
+{% block content %}
+<div class="contact-list">
+    <div class="header">
+        <h1>Contacts</h1>
+        <a href="/contacts/new" class="btn btn-primary">Add Contact</a>
+    </div>
+
+    <div id="contact-table">
+        {% include "partials/contact_table.html" %}
+    </div>
+</div>
+{% endblock %}

python/api/templates/graph.html

@@ -0,0 +1,198 @@
+{% extends "base.html" %}
+{% block title %}Relationship Graph{% endblock %}
+{% block content %}
+<div class="graph-container">
+    <div class="header">
+        <h1>Relationship Graph</h1>
+    </div>
+    <p class="graph-hint">Drag nodes to reposition. Closer relationships have shorter, darker edges.</p>
+    <canvas id="graph-canvas" width="900" height="600"
+            style="border: 1px solid var(--color-border); border-radius: 8px; background: var(--color-bg); cursor: grab;">
+    </canvas>
+    <div id="selected-info"></div>
+    <div class="legend">
+        <h4>Relationship Closeness (1-10)</h4>
+        <div class="legend-items">
+            <div class="legend-item">
+                <span class="legend-line" style="background: hsl(220, 70%, 40%); height: 4px; display: inline-block;"></span>
+                <span>10 - Very Close (Spouse, Partner)</span>
+            </div>
+            <div class="legend-item">
+                <span class="legend-line" style="background: hsl(220, 70%, 52%); height: 3px; display: inline-block;"></span>
+                <span>7 - Close (Family, Best Friend)</span>
+            </div>
+            <div class="legend-item">
+                <span class="legend-line" style="background: hsl(220, 70%, 64%); height: 2px; display: inline-block;"></span>
+                <span>4 - Moderate (Friend, Colleague)</span>
+            </div>
+            <div class="legend-item">
+                <span class="legend-line" style="background: hsl(220, 70%, 72%); height: 1px; display: inline-block;"></span>
+                <span>2 - Distant (Acquaintance)</span>
+            </div>
+        </div>
+    </div>
+</div>
+
+<script>
+(function() {
+    const RELATIONSHIP_DISPLAY = {{ relationship_type_display|tojson }};
+    const graphData = {{ graph_data|tojson }};
+
+    const canvas = document.getElementById('graph-canvas');
+    const ctx = canvas.getContext('2d');
+    const width = canvas.width;
+    const height = canvas.height;
+    const centerX = width / 2;
+    const centerY = height / 2;
+
+    const nodes = graphData.nodes.map(function(node) {
+        return Object.assign({}, node, {
+            x: centerX + (Math.random() - 0.5) * 300,
+            y: centerY + (Math.random() - 0.5) * 300,
+            vx: 0,
+            vy: 0
+        });
+    });
+
+    const nodeMap = new Map(nodes.map(function(node) { return [node.id, node]; }));
+
+    const edges = graphData.edges.map(function(edge) {
+        const sourceNode = nodeMap.get(edge.source);
+        const targetNode = nodeMap.get(edge.target);
+        if (!sourceNode || !targetNode) return null;
+        return Object.assign({}, edge, { sourceNode: sourceNode, targetNode: targetNode });
+    }).filter(function(edge) { return edge !== null; });
+
+    let dragNode = null;
+    let selectedNode = null;
+
+    const repulsion = 5000;
+    const springStrength = 0.05;
+    const baseSpringLength = 150;
+    const damping = 0.9;
+    const centerPull = 0.01;
+
+    function simulate() {
+        for (const node of nodes) { node.vx = 0; node.vy = 0; }
+        for (let i = 0; i < nodes.length; i++) {
+            for (let j = i + 1; j < nodes.length; j++) {
+                const dx = nodes[j].x - nodes[i].x;
+                const dy = nodes[j].y - nodes[i].y;
+                const dist = Math.sqrt(dx * dx + dy * dy) || 1;
+                const force = repulsion / (dist * dist);
+                const fx = (dx / dist) * force;
+                const fy = (dy / dist) * force;
+                nodes[i].vx -= fx; nodes[i].vy -= fy;
+                nodes[j].vx += fx; nodes[j].vy += fy;
+            }
+        }
+        for (const edge of edges) {
+            const dx = edge.targetNode.x - edge.sourceNode.x;
+            const dy = edge.targetNode.y - edge.sourceNode.y;
+            const dist = Math.sqrt(dx * dx + dy * dy) || 1;
+            const normalizedWeight = edge.closeness_weight / 10;
+            const idealLength = baseSpringLength * (1.5 - normalizedWeight);
+            const displacement = dist - idealLength;
+            const force = springStrength * displacement;
+            const fx = (dx / dist) * force;
+            const fy = (dy / dist) * force;
+            edge.sourceNode.vx += fx; edge.sourceNode.vy += fy;
+            edge.targetNode.vx -= fx; edge.targetNode.vy -= fy;
+        }
+        for (const node of nodes) {
+            node.vx += (centerX - node.x) * centerPull;
+            node.vy += (centerY - node.y) * centerPull;
+        }
+        for (const node of nodes) {
+            if (node === dragNode) continue;
+            node.x += node.vx * damping;
+            node.y += node.vy * damping;
+            node.x = Math.max(30, Math.min(width - 30, node.x));
+            node.y = Math.max(30, Math.min(height - 30, node.y));
+        }
+    }
+
+    function getEdgeColor(weight) {
+        const normalized = weight / 10;
+        return 'hsl(220, 70%, ' + (80 - normalized * 40) + '%)';
+    }
+
+    function draw() {
+        ctx.clearRect(0, 0, width, height);
+        for (const edge of edges) {
+            const lineWidth = 1 + (edge.closeness_weight / 10) * 3;
+            ctx.strokeStyle = getEdgeColor(edge.closeness_weight);
+            ctx.lineWidth = lineWidth;
+            ctx.beginPath();
+            ctx.moveTo(edge.sourceNode.x, edge.sourceNode.y);
+            ctx.lineTo(edge.targetNode.x, edge.targetNode.y);
+            ctx.stroke();
+            const midX = (edge.sourceNode.x + edge.targetNode.x) / 2;
+            const midY = (edge.sourceNode.y + edge.targetNode.y) / 2;
+            ctx.fillStyle = '#666';
+            ctx.font = '10px sans-serif';
+            ctx.textAlign = 'center';
+            const label = RELATIONSHIP_DISPLAY[edge.relationship_type] || edge.relationship_type;
+            ctx.fillText(label, midX, midY - 5);
+        }
+        for (const node of nodes) {
+            const isSelected = node === selectedNode;
+            const radius = isSelected ? 25 : 20;
+            ctx.beginPath();
+            ctx.arc(node.x, node.y, radius, 0, Math.PI * 2);
+            ctx.fillStyle = isSelected ? '#0066cc' : '#fff';
+            ctx.fill();
+            ctx.strokeStyle = '#0066cc';
+            ctx.lineWidth = 2;
+            ctx.stroke();
+            ctx.fillStyle = isSelected ? '#fff' : '#333';
+            ctx.font = '12px sans-serif';
+            ctx.textAlign = 'center';
+            ctx.textBaseline = 'middle';
+            const name = node.name.length > 10 ? node.name.slice(0, 9) + '\u2026' : node.name;
+            ctx.fillText(name, node.x, node.y);
+        }
+    }
+
+    function animate() {
+        simulate();
+        draw();
+        requestAnimationFrame(animate);
+    }
+    animate();
+
+    function getNodeAt(x, y) {
+        for (const node of nodes) {
+            const dx = x - node.x;
+            const dy = y - node.y;
+            if (dx * dx + dy * dy < 400) return node;
+        }
+        return null;
+    }
+
+    canvas.addEventListener('mousedown', function(event) {
+        const rect = canvas.getBoundingClientRect();
+        const node = getNodeAt(event.clientX - rect.left, event.clientY - rect.top);
+        if (node) {
+            dragNode = node;
+            selectedNode = node;
+            const infoDiv = document.getElementById('selected-info');
+            let html = '<div class="selected-info"><h3>' + node.name + '</h3>';
+            if (node.current_job) html += '<p>Job: ' + node.current_job + '</p>';
+            html += '<a href="/contacts/' + node.id + '">View details</a></div>';
+            infoDiv.innerHTML = html;
+        }
+    });
+
+    canvas.addEventListener('mousemove', function(event) {
+        if (!dragNode) return;
+        const rect = canvas.getBoundingClientRect();
+        dragNode.x = event.clientX - rect.left;
+        dragNode.y = event.clientY - rect.top;
+    });
+
+    canvas.addEventListener('mouseup', function() { dragNode = null; });
+    canvas.addEventListener('mouseleave', function() { dragNode = null; });
+})();
+</script>
+{% endblock %}

python/api/templates/need_list.html

@@ -0,0 +1,31 @@
+{% extends "base.html" %}
+{% block title %}Needs{% endblock %}
+{% block content %}
+<div class="need-list">
+    <div class="header">
+        <h1>Needs / Accommodations</h1>
+        <button class="btn btn-primary" onclick="document.getElementById('need-form').toggleAttribute('hidden')">Add Need</button>
+    </div>
+
+    <form id="need-form" hidden
+          hx-post="/htmx/needs"
+          hx-target="#need-items"
+          hx-swap="innerHTML"
+          hx-on::after-request="if(event.detail.successful) this.reset()"
+          class="need-form">
+        <div class="form-group">
+            <label for="name">Name *</label>
+            <input id="name" name="name" type="text" placeholder="e.g., Light Sensitive, ADHD" required>
+        </div>
+        <div class="form-group">
+            <label for="description">Description</label>
+            <textarea id="description" name="description" placeholder="Optional description..." rows="2"></textarea>
+        </div>
+        <button type="submit" class="btn btn-primary">Create</button>
+    </form>
+
+    <div id="need-items">
+        {% include "partials/need_items.html" %}
+    </div>
+</div>
+{% endblock %}

python/api/templates/partials/contact_table.html

@@ -0,0 +1,33 @@
+{% if contacts %}
+<table>
+    <thead>
+        <tr>
+            <th>Name</th>
+            <th>Job</th>
+            <th>Timezone</th>
+            <th>Actions</th>
+        </tr>
+    </thead>
+    <tbody>
+        {% for contact in contacts %}
+        <tr id="contact-row-{{ contact.id }}">
+            <td><a href="/contacts/{{ contact.id }}">{{ contact.name }}</a></td>
+            <td>{{ contact.current_job or "-" }}</td>
+            <td>{{ contact.timezone or "-" }}</td>
+            <td>
+                <a href="/contacts/{{ contact.id }}/edit" class="btn">Edit</a>
+                <button class="btn btn-danger"
+                        hx-delete="/api/contacts/{{ contact.id }}"
+                        hx-target="#contact-row-{{ contact.id }}"
+                        hx-swap="outerHTML"
+                        hx-confirm="Delete this contact?">
+                    Delete
+                </button>
+            </td>
+        </tr>
+        {% endfor %}
+    </tbody>
+</table>
+{% else %}
+<p>No contacts yet.</p>
+{% endif %}

python/api/templates/partials/manage_needs.html

@@ -0,0 +1,14 @@
+<ul class="manage-needs-list">
+    {% for need in contact.needs %}
+    <li id="contact-need-{{ need.id }}">
+        <strong>{{ need.name }}</strong>
+        {% if need.description %}<span> - {{ need.description }}</span>{% endif %}
+        <button class="btn btn-small btn-danger"
+                hx-delete="/api/contacts/{{ contact.id }}/needs/{{ need.id }}"
+                hx-target="#contact-need-{{ need.id }}"
+                hx-swap="outerHTML">
+            Remove
+        </button>
+    </li>
+    {% endfor %}
+</ul>

python/api/templates/partials/manage_relationships.html

@@ -0,0 +1,23 @@
+{% for rel in contact.related_to %}
+<div class="manage-rel-item" id="rel-{{ contact.id }}-{{ rel.related_contact_id }}">
+    <a href="/contacts/{{ rel.related_contact_id }}">{{ contact_names[rel.related_contact_id] }}</a>
+    <span class="tag">{{ rel.relationship_type|replace("_", " ")|title }}</span>
+    <label class="weight-control">
+        <span>Closeness:</span>
+        <input type="range" min="1" max="10" value="{{ rel.closeness_weight }}"
+               hx-post="/htmx/contacts/{{ contact.id }}/relationships/{{ rel.related_contact_id }}/weight"
+               hx-trigger="change"
+               hx-include="this"
+               name="closeness_weight"
+               hx-swap="none"
+               oninput="this.nextElementSibling.textContent = this.value">
+        <span class="weight-value">{{ rel.closeness_weight }}</span>
+    </label>
+    <button class="btn btn-small btn-danger"
+            hx-delete="/api/contacts/{{ contact.id }}/relationships/{{ rel.related_contact_id }}"
+            hx-target="#rel-{{ contact.id }}-{{ rel.related_contact_id }}"
+            hx-swap="outerHTML">
+        Remove
+    </button>
+</div>
+{% endfor %}

python/api/templates/partials/need_items.html

@@ -0,0 +1,21 @@
+{% if needs %}
+<ul class="need-items">
+    {% for need in needs %}
+    <li id="need-item-{{ need.id }}">
+        <div class="need-info">
+            <strong>{{ need.name }}</strong>
+            {% if need.description %}<p>{{ need.description }}</p>{% endif %}
+        </div>
+        <button class="btn btn-danger"
+                hx-delete="/api/needs/{{ need.id }}"
+                hx-target="#need-item-{{ need.id }}"
+                hx-swap="outerHTML"
+                hx-confirm="Delete this need?">
+            Delete
+        </button>
+    </li>
+    {% endfor %}
+</ul>
+{% else %}
+<p>No needs defined yet.</p>
+{% endif %}

python/data_science/__init__.py

@@ -0,0 +1,3 @@
+"""Data science CLI tools."""
+
+from __future__ import annotations

python/data_science/ingest_congress.py

@@ -0,0 +1,613 @@
+"""Ingestion pipeline for loading congress data from unitedstates/congress JSON files.
+
+Loads legislators, bills, votes, vote records, and bill text into the data_science_dev database.
+Expects the parent directory to contain congress-tracker/ and congress-legislators/ as siblings.
+
+Usage:
+    ingest-congress /path/to/parent/
+    ingest-congress /path/to/parent/ --congress 118
+    ingest-congress /path/to/parent/ --congress 118 --only bills
+"""
+
+from __future__ import annotations
+
+import logging
+from pathlib import Path  # noqa: TC003 needed at runtime for typer CLI argument
+from typing import TYPE_CHECKING, Annotated
+
+import orjson
+import typer
+import yaml
+from sqlalchemy import select
+from sqlalchemy.orm import Session
+
+from python.common import configure_logger
+from python.orm.common import get_postgres_engine
+from python.orm.data_science_dev.congress import Bill, BillText, Legislator, LegislatorSocialMedia, Vote, VoteRecord
+
+if TYPE_CHECKING:
+    from collections.abc import Iterator
+
+    from sqlalchemy.engine import Engine
+
+logger = logging.getLogger(__name__)
+
+BATCH_SIZE = 10_000
+
+app = typer.Typer(help="Ingest unitedstates/congress data into data_science_dev.")
+
+
+@app.command()
+def main(
+    parent_dir: Annotated[
+        Path,
+        typer.Argument(help="Parent directory containing congress-tracker/ and congress-legislators/"),
+    ],
+    congress: Annotated[int | None, typer.Option(help="Only ingest a specific congress number")] = None,
+    only: Annotated[
+        str | None,
+        typer.Option(help="Only run a specific step: legislators, social-media, bills, votes, bill-text"),
+    ] = None,
+) -> None:
+    """Ingest congress data from unitedstates/congress JSON files."""
+    configure_logger(level="INFO")
+
+    data_dir = parent_dir / "congress-tracker/congress/data/"
+    legislators_dir = parent_dir / "congress-legislators"
+
+    if not data_dir.is_dir():
+        typer.echo(f"Expected congress-tracker/ directory: {data_dir}", err=True)
+        raise typer.Exit(code=1)
+
+    if not legislators_dir.is_dir():
+        typer.echo(f"Expected congress-legislators/ directory: {legislators_dir}", err=True)
+        raise typer.Exit(code=1)
+
+    engine = get_postgres_engine(name="DATA_SCIENCE_DEV")
+
+    congress_dirs = _resolve_congress_dirs(data_dir, congress)
+    if not congress_dirs:
+        typer.echo("No congress directories found.", err=True)
+        raise typer.Exit(code=1)
+
+    logger.info("Found %d congress directories to process", len(congress_dirs))
+
+    steps: dict[str, tuple] = {
+        "legislators": (ingest_legislators, (engine, legislators_dir)),
+        "legislators-social-media": (ingest_social_media, (engine, legislators_dir)),
+        "bills": (ingest_bills, (engine, congress_dirs)),
+        "votes": (ingest_votes, (engine, congress_dirs)),
+        "bill-text": (ingest_bill_text, (engine, congress_dirs)),
+    }
+
+    if only:
+        if only not in steps:
+            typer.echo(f"Unknown step: {only}. Choose from: {', '.join(steps)}", err=True)
+            raise typer.Exit(code=1)
+        steps = {only: steps[only]}
+
+    for step_name, (step_func, step_args) in steps.items():
+        logger.info("=== Starting step: %s ===", step_name)
+        step_func(*step_args)
+        logger.info("=== Finished step: %s ===", step_name)
+
+    logger.info("ingest-congress done")
+
+
+def _resolve_congress_dirs(data_dir: Path, congress: int | None) -> list[Path]:
+    """Find congress number directories under data_dir."""
+    if congress is not None:
+        target = data_dir / str(congress)
+        return [target] if target.is_dir() else []
+    return sorted(path for path in data_dir.iterdir() if path.is_dir() and path.name.isdigit())
+
+
+def _flush_batch(session: Session, batch: list[object], label: str) -> int:
+    """Add a batch of ORM objects to the session and commit. Returns count added."""
+    if not batch:
+        return 0
+    session.add_all(batch)
+    session.commit()
+    count = len(batch)
+    logger.info("Committed %d %s", count, label)
+    batch.clear()
+    return count
+
+
+# ---------------------------------------------------------------------------
+# Legislators — loaded from congress-legislators YAML files
+# ---------------------------------------------------------------------------
+
+
+def ingest_legislators(engine: Engine, legislators_dir: Path) -> None:
+    """Load legislators from congress-legislators YAML files."""
+    legislators_data = _load_legislators_yaml(legislators_dir)
+    logger.info("Loaded %d legislators from YAML files", len(legislators_data))
+
+    with Session(engine) as session:
+        existing_legislators = {
+            legislator.bioguide_id: legislator for legislator in session.scalars(select(Legislator)).all()
+        }
+        logger.info("Found %d existing legislators in DB", len(existing_legislators))
+
+        total_inserted = 0
+        total_updated = 0
+        for entry in legislators_data:
+            bioguide_id = entry.get("id", {}).get("bioguide")
+            if not bioguide_id:
+                continue
+
+            fields = _parse_legislator(entry)
+            if existing := existing_legislators.get(bioguide_id):
+                changed = False
+                for field, value in fields.items():
+                    if value is not None and getattr(existing, field) != value:
+                        setattr(existing, field, value)
+                        changed = True
+                if changed:
+                    total_updated += 1
+            else:
+                session.add(Legislator(bioguide_id=bioguide_id, **fields))
+                total_inserted += 1
+
+        session.commit()
+    logger.info("Inserted %d new legislators, updated %d existing", total_inserted, total_updated)
+
+
+def _load_legislators_yaml(legislators_dir: Path) -> list[dict]:
+    """Load and combine legislators-current.yaml and legislators-historical.yaml."""
+    legislators: list[dict] = []
+    for filename in ("legislators-current.yaml", "legislators-historical.yaml"):
+        path = legislators_dir / filename
+        if not path.exists():
+            logger.warning("Legislators file not found: %s", path)
+            continue
+        with path.open() as file:
+            data = yaml.safe_load(file)
+            if isinstance(data, list):
+                legislators.extend(data)
+    return legislators
+
+
+def _parse_legislator(entry: dict) -> dict:
+    """Extract Legislator fields from a congress-legislators YAML entry."""
+    ids = entry.get("id", {})
+    name = entry.get("name", {})
+    bio = entry.get("bio", {})
+    terms = entry.get("terms", [])
+    latest_term = terms[-1] if terms else {}
+
+    fec_ids = ids.get("fec")
+    fec_ids_joined = ",".join(fec_ids) if isinstance(fec_ids, list) else fec_ids
+
+    chamber = latest_term.get("type")
+    chamber_normalized = {"rep": "House", "sen": "Senate"}.get(chamber, chamber)
+
+    return {
+        "thomas_id": ids.get("thomas"),
+        "lis_id": ids.get("lis"),
+        "govtrack_id": ids.get("govtrack"),
+        "opensecrets_id": ids.get("opensecrets"),
+        "fec_ids": fec_ids_joined,
+        "first_name": name.get("first"),
+        "last_name": name.get("last"),
+        "official_full_name": name.get("official_full"),
+        "nickname": name.get("nickname"),
+        "birthday": bio.get("birthday"),
+        "gender": bio.get("gender"),
+        "current_party": latest_term.get("party"),
+        "current_state": latest_term.get("state"),
+        "current_district": latest_term.get("district"),
+        "current_chamber": chamber_normalized,
+    }
+
+
+# ---------------------------------------------------------------------------
+# Social Media — loaded from legislators-social-media.yaml
+# ---------------------------------------------------------------------------
+
+SOCIAL_MEDIA_PLATFORMS = {
+    "twitter": "https://twitter.com/{account}",
+    "facebook": "https://facebook.com/{account}",
+    "youtube": "https://youtube.com/{account}",
+    "instagram": "https://instagram.com/{account}",
+    "mastodon": None,
+}
+
+
+def ingest_social_media(engine: Engine, legislators_dir: Path) -> None:
+    """Load social media accounts from legislators-social-media.yaml."""
+    social_media_path = legislators_dir / "legislators-social-media.yaml"
+    if not social_media_path.exists():
+        logger.warning("Social media file not found: %s", social_media_path)
+        return
+
+    with social_media_path.open() as file:
+        social_media_data = yaml.safe_load(file)
+
+    if not isinstance(social_media_data, list):
+        logger.warning("Unexpected format in %s", social_media_path)
+        return
+
+    logger.info("Loaded %d entries from legislators-social-media.yaml", len(social_media_data))
+
+    with Session(engine) as session:
+        legislator_map = _build_legislator_map(session)
+        existing_accounts = {
+            (account.legislator_id, account.platform)
+            for account in session.scalars(select(LegislatorSocialMedia)).all()
+        }
+        logger.info("Found %d existing social media accounts in DB", len(existing_accounts))
+
+        total_inserted = 0
+        total_updated = 0
+        for entry in social_media_data:
+            bioguide_id = entry.get("id", {}).get("bioguide")
+            if not bioguide_id:
+                continue
+
+            legislator_id = legislator_map.get(bioguide_id)
+            if legislator_id is None:
+                continue
+
+            social = entry.get("social", {})
+            for platform, url_template in SOCIAL_MEDIA_PLATFORMS.items():
+                account_name = social.get(platform)
+                if not account_name:
+                    continue
+
+                url = url_template.format(account=account_name) if url_template else None
+
+                if (legislator_id, platform) in existing_accounts:
+                    total_updated += 1
+                else:
+                    session.add(
+                        LegislatorSocialMedia(
+                            legislator_id=legislator_id,
+                            platform=platform,
+                            account_name=str(account_name),
+                            url=url,
+                            source="https://github.com/unitedstates/congress-legislators",
+                        )
+                    )
+                    existing_accounts.add((legislator_id, platform))
+                    total_inserted += 1
+
+        session.commit()
+    logger.info("Inserted %d new social media accounts, updated %d existing", total_inserted, total_updated)
+
+
+def _iter_voters(position_group: object) -> Iterator[dict]:
+    """Yield voter dicts from a vote position group (handles list, single dict, or string)."""
+    if isinstance(position_group, dict):
+        yield position_group
+    elif isinstance(position_group, list):
+        for voter in position_group:
+            if isinstance(voter, dict):
+                yield voter
+
+
+# ---------------------------------------------------------------------------
+# Bills
+# ---------------------------------------------------------------------------
+
+
+def ingest_bills(engine: Engine, congress_dirs: list[Path]) -> None:
+    """Load bill data.json files."""
+    with Session(engine) as session:
+        existing_bills = {(bill.congress, bill.bill_type, bill.number) for bill in session.scalars(select(Bill)).all()}
+        logger.info("Found %d existing bills in DB", len(existing_bills))
+
+        total_inserted = 0
+        batch: list[Bill] = []
+        for congress_dir in congress_dirs:
+            bills_dir = congress_dir / "bills"
+            if not bills_dir.is_dir():
+                continue
+            logger.info("Scanning bills from %s", congress_dir.name)
+            for bill_file in bills_dir.rglob("data.json"):
+                data = _read_json(bill_file)
+                if data is None:
+                    continue
+                bill = _parse_bill(data, existing_bills)
+                if bill is not None:
+                    batch.append(bill)
+                    if len(batch) >= BATCH_SIZE:
+                        total_inserted += _flush_batch(session, batch, "bills")
+
+        total_inserted += _flush_batch(session, batch, "bills")
+    logger.info("Inserted %d new bills total", total_inserted)
+
+
+def _parse_bill(data: dict, existing_bills: set[tuple[int, str, int]]) -> Bill | None:
+    """Parse a bill data.json dict into a Bill ORM object, skipping existing."""
+    raw_congress = data.get("congress")
+    bill_type = data.get("bill_type")
+    raw_number = data.get("number")
+    if raw_congress is None or bill_type is None or raw_number is None:
+        return None
+    congress = int(raw_congress)
+    number = int(raw_number)
+    if (congress, bill_type, number) in existing_bills:
+        return None
+
+    sponsor_bioguide = None
+    sponsor = data.get("sponsor")
+    if sponsor:
+        sponsor_bioguide = sponsor.get("bioguide_id")
+
+    return Bill(
+        congress=congress,
+        bill_type=bill_type,
+        number=number,
+        title=data.get("short_title") or data.get("official_title"),
+        title_short=data.get("short_title"),
+        official_title=data.get("official_title"),
+        status=data.get("status"),
+        status_at=data.get("status_at"),
+        sponsor_bioguide_id=sponsor_bioguide,
+        subjects_top_term=data.get("subjects_top_term"),
+    )
+
+
+# ---------------------------------------------------------------------------
+# Votes (and vote records)
+# ---------------------------------------------------------------------------
+
+
+def ingest_votes(engine: Engine, congress_dirs: list[Path]) -> None:
+    """Load vote data.json files with their vote records."""
+    with Session(engine) as session:
+        legislator_map = _build_legislator_map(session)
+        logger.info("Loaded %d legislators into lookup map", len(legislator_map))
+        bill_map = _build_bill_map(session)
+        logger.info("Loaded %d bills into lookup map", len(bill_map))
+        existing_votes = {
+            (vote.congress, vote.chamber, vote.session, vote.number) for vote in session.scalars(select(Vote)).all()
+        }
+        logger.info("Found %d existing votes in DB", len(existing_votes))
+
+        total_inserted = 0
+        batch: list[Vote] = []
+        for congress_dir in congress_dirs:
+            votes_dir = congress_dir / "votes"
+            if not votes_dir.is_dir():
+                continue
+            logger.info("Scanning votes from %s", congress_dir.name)
+            for vote_file in votes_dir.rglob("data.json"):
+                data = _read_json(vote_file)
+                if data is None:
+                    continue
+                vote = _parse_vote(data, legislator_map, bill_map, existing_votes)
+                if vote is not None:
+                    batch.append(vote)
+                    if len(batch) >= BATCH_SIZE:
+                        total_inserted += _flush_batch(session, batch, "votes")
+
+        total_inserted += _flush_batch(session, batch, "votes")
+    logger.info("Inserted %d new votes total", total_inserted)
+
+
+def _build_legislator_map(session: Session) -> dict[str, int]:
+    """Build a mapping of bioguide_id -> legislator.id."""
+    return {legislator.bioguide_id: legislator.id for legislator in session.scalars(select(Legislator)).all()}
+
+
+def _build_bill_map(session: Session) -> dict[tuple[int, str, int], int]:
+    """Build a mapping of (congress, bill_type, number) -> bill.id."""
+    return {(bill.congress, bill.bill_type, bill.number): bill.id for bill in session.scalars(select(Bill)).all()}
+
+
+def _parse_vote(
+    data: dict,
+    legislator_map: dict[str, int],
+    bill_map: dict[tuple[int, str, int], int],
+    existing_votes: set[tuple[int, str, int, int]],
+) -> Vote | None:
+    """Parse a vote data.json dict into a Vote ORM object with records."""
+    raw_congress = data.get("congress")
+    chamber = data.get("chamber")
+    raw_number = data.get("number")
+    vote_date = data.get("date")
+    if raw_congress is None or chamber is None or raw_number is None or vote_date is None:
+        return None
+
+    raw_session = data.get("session")
+    if raw_session is None:
+        return None
+
+    congress = int(raw_congress)
+    number = int(raw_number)
+    session_number = int(raw_session)
+
+    # Normalize chamber from "h"/"s" to "House"/"Senate"
+    chamber_normalized = {"h": "House", "s": "Senate"}.get(chamber, chamber)
+
+    if (congress, chamber_normalized, session_number, number) in existing_votes:
+        return None
+
+    # Resolve linked bill
+    bill_id = None
+    bill_ref = data.get("bill")
+    if bill_ref:
+        bill_key = (
+            int(bill_ref.get("congress", congress)),
+            bill_ref.get("type"),
+            int(bill_ref.get("number", 0)),
+        )
+        bill_id = bill_map.get(bill_key)
+
+    raw_votes = data.get("votes", {})
+    vote_counts = _count_votes(raw_votes)
+    vote_records = _build_vote_records(raw_votes, legislator_map)
+
+    return Vote(
+        congress=congress,
+        chamber=chamber_normalized,
+        session=session_number,
+        number=number,
+        vote_type=data.get("type"),
+        question=data.get("question"),
+        result=data.get("result"),
+        result_text=data.get("result_text"),
+        vote_date=vote_date[:10] if isinstance(vote_date, str) else vote_date,
+        bill_id=bill_id,
+        vote_records=vote_records,
+        **vote_counts,
+    )
+
+
+def _count_votes(raw_votes: dict) -> dict[str, int]:
+    """Count voters per position category, correctly handling dict and list formats."""
+    yea_count = 0
+    nay_count = 0
+    not_voting_count = 0
+    present_count = 0
+
+    for position, position_group in raw_votes.items():
+        voter_count = sum(1 for _ in _iter_voters(position_group))
+        if position in ("Yea", "Aye"):
+            yea_count += voter_count
+        elif position in ("Nay", "No"):
+            nay_count += voter_count
+        elif position == "Not Voting":
+            not_voting_count += voter_count
+        elif position == "Present":
+            present_count += voter_count
+
+    return {
+        "yea_count": yea_count,
+        "nay_count": nay_count,
+        "not_voting_count": not_voting_count,
+        "present_count": present_count,
+    }
+
+
+def _build_vote_records(raw_votes: dict, legislator_map: dict[str, int]) -> list[VoteRecord]:
+    """Build VoteRecord objects from raw vote data."""
+    records: list[VoteRecord] = []
+    for position, position_group in raw_votes.items():
+        for voter in _iter_voters(position_group):
+            bioguide_id = voter.get("id")
+            if not bioguide_id:
+                continue
+            legislator_id = legislator_map.get(bioguide_id)
+            if legislator_id is None:
+                continue
+            records.append(
+                VoteRecord(
+                    legislator_id=legislator_id,
+                    position=position,
+                )
+            )
+    return records
+
+
+# ---------------------------------------------------------------------------
+# Bill Text
+# ---------------------------------------------------------------------------
+
+
+def ingest_bill_text(engine: Engine, congress_dirs: list[Path]) -> None:
+    """Load bill text from text-versions directories."""
+    with Session(engine) as session:
+        bill_map = _build_bill_map(session)
+        logger.info("Loaded %d bills into lookup map", len(bill_map))
+        existing_bill_texts = {
+            (bill_text.bill_id, bill_text.version_code) for bill_text in session.scalars(select(BillText)).all()
+        }
+        logger.info("Found %d existing bill text versions in DB", len(existing_bill_texts))
+
+        total_inserted = 0
+        batch: list[BillText] = []
+        for congress_dir in congress_dirs:
+            logger.info("Scanning bill texts from %s", congress_dir.name)
+            for bill_text in _iter_bill_texts(congress_dir, bill_map, existing_bill_texts):
+                batch.append(bill_text)
+                if len(batch) >= BATCH_SIZE:
+                    total_inserted += _flush_batch(session, batch, "bill texts")
+
+        total_inserted += _flush_batch(session, batch, "bill texts")
+    logger.info("Inserted %d new bill text versions total", total_inserted)
+
+
+def _iter_bill_texts(
+    congress_dir: Path,
+    bill_map: dict[tuple[int, str, int], int],
+    existing_bill_texts: set[tuple[int, str]],
+) -> Iterator[BillText]:
+    """Yield BillText objects for a single congress directory, skipping existing."""
+    bills_dir = congress_dir / "bills"
+    if not bills_dir.is_dir():
+        return
+
+    for bill_dir in bills_dir.rglob("text-versions"):
+        if not bill_dir.is_dir():
+            continue
+        bill_key = _bill_key_from_dir(bill_dir.parent, congress_dir)
+        if bill_key is None:
+            continue
+        bill_id = bill_map.get(bill_key)
+        if bill_id is None:
+            continue
+
+        for version_dir in sorted(bill_dir.iterdir()):
+            if not version_dir.is_dir():
+                continue
+            if (bill_id, version_dir.name) in existing_bill_texts:
+                continue
+            text_content = _read_bill_text(version_dir)
+            version_data = _read_json(version_dir / "data.json")
+            yield BillText(
+                bill_id=bill_id,
+                version_code=version_dir.name,
+                version_name=version_data.get("version_name") if version_data else None,
+                date=version_data.get("issued_on") if version_data else None,
+                text_content=text_content,
+            )
+
+
+def _bill_key_from_dir(bill_dir: Path, congress_dir: Path) -> tuple[int, str, int] | None:
+    """Extract (congress, bill_type, number) from directory structure."""
+    congress = int(congress_dir.name)
+    bill_type = bill_dir.parent.name
+    name = bill_dir.name
+    # Directory name is like "hr3590" — strip the type prefix to get the number
+    number_str = name[len(bill_type) :]
+    if not number_str.isdigit():
+        return None
+    return (congress, bill_type, int(number_str))
+
+
+def _read_bill_text(version_dir: Path) -> str | None:
+    """Read bill text from a version directory, preferring .txt over .xml."""
+    for extension in ("txt", "htm", "html", "xml"):
+        candidates = list(version_dir.glob(f"document.{extension}"))
+        if not candidates:
+            candidates = list(version_dir.glob(f"*.{extension}"))
+        if candidates:
+            try:
+                return candidates[0].read_text(encoding="utf-8")
+            except Exception:
+                logger.exception("Failed to read %s", candidates[0])
+    return None
+
+
+# ---------------------------------------------------------------------------
+# Helpers
+# ---------------------------------------------------------------------------
+
+
+def _read_json(path: Path) -> dict | None:
+    """Read and parse a JSON file, returning None on failure."""
+    try:
+        return orjson.loads(path.read_bytes())
+    except FileNotFoundError:
+        return None
+    except Exception:
+        logger.exception("Failed to parse %s", path)
+        return None
+
+
+if __name__ == "__main__":
+    app()

python/data_science/ingest_posts.py

@@ -0,0 +1,247 @@
+"""Ingestion pipeline for loading JSONL post files into the weekly-partitioned posts table.
+
+Usage:
+    ingest-posts /path/to/files/
+    ingest-posts /path/to/single_file.jsonl
+    ingest-posts /data/dir/ --workers 4 --batch-size 5000
+"""
+
+from __future__ import annotations
+
+import logging
+from datetime import UTC, datetime
+from pathlib import Path  # noqa: TC003 this is needed for typer
+from typing import TYPE_CHECKING, Annotated
+
+import orjson
+import psycopg
+import typer
+
+from python.common import configure_logger
+from python.orm.common import get_connection_info
+from python.parallelize import parallelize_process
+
+if TYPE_CHECKING:
+    from collections.abc import Iterator
+
+logger = logging.getLogger(__name__)
+
+
+app = typer.Typer(help="Ingest JSONL post files into the partitioned posts table.")
+
+
+@app.command()
+def main(
+    path: Annotated[Path, typer.Argument(help="Directory containing JSONL files, or a single JSONL file")],
+    batch_size: Annotated[int, typer.Option(help="Rows per INSERT batch")] = 10000,
+    workers: Annotated[int, typer.Option(help="Parallel workers for multi-file ingestion")] = 4,
+    pattern: Annotated[str, typer.Option(help="Glob pattern for JSONL files")] = "*.jsonl",
+) -> None:
+    """Ingest JSONL post files into the weekly-partitioned posts table."""
+    configure_logger(level="INFO")
+
+    logger.info("starting ingest-posts")
+    logger.info("path=%s batch_size=%d workers=%d pattern=%s", path, batch_size, workers, pattern)
+    if path.is_file():
+        ingest_file(path, batch_size=batch_size)
+    elif path.is_dir():
+        ingest_directory(path, batch_size=batch_size, max_workers=workers, pattern=pattern)
+    else:
+        typer.echo(f"Path does not exist: {path}", err=True)
+        raise typer.Exit(code=1)
+
+    logger.info("ingest-posts done")
+
+
+def ingest_directory(
+    directory: Path,
+    *,
+    batch_size: int,
+    max_workers: int,
+    pattern: str = "*.jsonl",
+) -> None:
+    """Ingest all JSONL files in a directory using parallel workers."""
+    files = sorted(directory.glob(pattern))
+    if not files:
+        logger.warning("No JSONL files found in %s", directory)
+        return
+
+    logger.info("Found %d JSONL files to ingest", len(files))
+
+    kwargs_list = [{"path": fp, "batch_size": batch_size} for fp in files]
+    parallelize_process(ingest_file, kwargs_list, max_workers=max_workers)
+
+
+SCHEMA = "main"
+
+COLUMNS = (
+    "post_id",
+    "user_id",
+    "instance",
+    "date",
+    "text",
+    "langs",
+    "like_count",
+    "reply_count",
+    "repost_count",
+    "reply_to",
+    "replied_author",
+    "thread_root",
+    "thread_root_author",
+    "repost_from",
+    "reposted_author",
+    "quotes",
+    "quoted_author",
+    "labels",
+    "sent_label",
+    "sent_score",
+)
+
+INSERT_FROM_STAGING = f"""
+    INSERT INTO {SCHEMA}.posts ({", ".join(COLUMNS)})
+    SELECT {", ".join(COLUMNS)} FROM pg_temp.staging
+    ON CONFLICT (post_id, date) DO NOTHING
+"""  # noqa: S608
+
+FAILED_INSERT = f"""
+    INSERT INTO {SCHEMA}.failed_ingestion (raw_line, error)
+    VALUES (%(raw_line)s, %(error)s)
+"""  # noqa: S608
+
+
+def get_psycopg_connection() -> psycopg.Connection:
+    """Create a raw psycopg3 connection from environment variables."""
+    database, host, port, username, password = get_connection_info("DATA_SCIENCE_DEV")
+    return psycopg.connect(
+        dbname=database,
+        host=host,
+        port=int(port),
+        user=username,
+        password=password,
+        autocommit=False,
+    )
+
+
+def ingest_file(path: Path, *, batch_size: int) -> None:
+    """Ingest a single JSONL file into the posts table."""
+    log_trigger = max(100_000 // batch_size, 1)
+    failed_lines: list[dict] = []
+    try:
+        with get_psycopg_connection() as connection:
+            for index, batch in enumerate(read_jsonl_batches(path, batch_size, failed_lines), 1):
+                ingest_batch(connection, batch)
+                if index % log_trigger == 0:
+                    logger.info("Ingested %d batches (%d rows) from %s", index, index * batch_size, path)
+
+            if failed_lines:
+                logger.warning("Recording %d malformed lines from %s", len(failed_lines), path.name)
+                with connection.cursor() as cursor:
+                    cursor.executemany(FAILED_INSERT, failed_lines)
+                connection.commit()
+    except Exception:
+        logger.exception("Failed to ingest file: %s", path)
+        raise
+
+
+def ingest_batch(connection: psycopg.Connection, batch: list[dict]) -> None:
+    """COPY batch into a temp staging table, then INSERT ... ON CONFLICT into posts."""
+    if not batch:
+        return
+
+    try:
+        with connection.cursor() as cursor:
+            cursor.execute(f"""
+                CREATE TEMP TABLE IF NOT EXISTS staging
+                (LIKE {SCHEMA}.posts INCLUDING DEFAULTS)
+                ON COMMIT DELETE ROWS
+            """)
+            cursor.execute("TRUNCATE pg_temp.staging")
+
+            with cursor.copy(f"COPY pg_temp.staging ({', '.join(COLUMNS)}) FROM STDIN") as copy:
+                for row in batch:
+                    copy.write_row(tuple(row.get(column) for column in COLUMNS))
+
+            cursor.execute(INSERT_FROM_STAGING)
+        connection.commit()
+    except Exception as error:
+        connection.rollback()
+
+        if len(batch) == 1:
+            logger.exception("Skipping bad row post_id=%s", batch[0].get("post_id"))
+            with connection.cursor() as cursor:
+                cursor.execute(
+                    FAILED_INSERT,
+                    {
+                        "raw_line": orjson.dumps(batch[0], default=str).decode(),
+                        "error": str(error),
+                    },
+                )
+            connection.commit()
+            return
+
+        midpoint = len(batch) // 2
+        ingest_batch(connection, batch[:midpoint])
+        ingest_batch(connection, batch[midpoint:])
+
+
+def read_jsonl_batches(file_path: Path, batch_size: int, failed_lines: list[dict]) -> Iterator[list[dict]]:
+    """Stream a JSONL file and yield batches of transformed rows."""
+    batch: list[dict] = []
+    with file_path.open("r", encoding="utf-8") as handle:
+        for raw_line in handle:
+            line = raw_line.strip()
+            if not line:
+                continue
+            batch.extend(parse_line(line, file_path, failed_lines))
+            if len(batch) >= batch_size:
+                yield batch
+                batch = []
+    if batch:
+        yield batch
+
+
+def parse_line(line: str, file_path: Path, failed_lines: list[dict]) -> Iterator[dict]:
+    """Parse a JSONL line, handling concatenated JSON objects."""
+    try:
+        yield transform_row(orjson.loads(line))
+    except orjson.JSONDecodeError:
+        if "}{" not in line:
+            logger.warning("Skipping malformed line in %s: %s", file_path.name, line[:120])
+            failed_lines.append({"raw_line": line, "error": "malformed JSON"})
+            return
+        fragments = line.replace("}{", "}\n{").split("\n")
+        for fragment in fragments:
+            try:
+                yield transform_row(orjson.loads(fragment))
+            except (orjson.JSONDecodeError, KeyError, ValueError) as error:
+                logger.warning("Skipping malformed fragment in %s: %s", file_path.name, fragment[:120])
+                failed_lines.append({"raw_line": fragment, "error": str(error)})
+    except Exception as error:
+        logger.exception("Skipping bad row in %s: %s", file_path.name, line[:120])
+        failed_lines.append({"raw_line": line, "error": str(error)})
+
+
+def transform_row(raw: dict) -> dict:
+    """Transform a raw JSONL row into a dict matching the Posts table columns."""
+    raw["date"] = parse_date(raw["date"])
+    if raw.get("langs") is not None:
+        raw["langs"] = orjson.dumps(raw["langs"])
+    if raw.get("text") is not None:
+        raw["text"] = raw["text"].replace("\x00", "")
+    return raw
+
+
+def parse_date(raw_date: int) -> datetime:
+    """Parse compact YYYYMMDDHHmm integer into a naive datetime (input is UTC by spec)."""
+    return datetime(
+        raw_date // 100000000,
+        (raw_date // 1000000) % 100,
+        (raw_date // 10000) % 100,
+        (raw_date // 100) % 100,
+        raw_date % 100,
+        tzinfo=UTC,
+    )
+
+
+if __name__ == "__main__":
+    app()

python/database_cli.py

@@ -83,6 +83,20 @@ DATABASES: dict[str, DatabaseConfig] = {
         base_class_name="VanInventoryBase",
         models_module="python.orm.van_inventory.models",
     ),
+    "signal_bot": DatabaseConfig(
+        env_prefix="SIGNALBOT",
+        version_location="python/alembic/signal_bot/versions",
+        base_module="python.orm.signal_bot.base",
+        base_class_name="SignalBotBase",
+        models_module="python.orm.signal_bot.models",
+    ),
+    "data_science_dev": DatabaseConfig(
+        env_prefix="DATA_SCIENCE_DEV",
+        version_location="python/alembic/data_science_dev/versions",
+        base_module="python.orm.data_science_dev.base",
+        base_class_name="DataScienceDevBase",
+        models_module="python.orm.data_science_dev.models",
+    ),
 }
 
 

python/orm/__init__.py

@@ -1,9 +1,13 @@
 """ORM package exports."""
 
+from python.orm.data_science_dev.base import DataScienceDevBase
 from python.orm.richie.base import RichieBase
+from python.orm.signal_bot.base import SignalBotBase
 from python.orm.van_inventory.base import VanInventoryBase
 
 __all__ = [
+    "DataScienceDevBase",
     "RichieBase",
+    "SignalBotBase",
     "VanInventoryBase",
 ]

python/orm/data_science_dev/__init__.py

@@ -0,0 +1,11 @@
+"""Data science dev database ORM exports."""
+
+from __future__ import annotations
+
+from python.orm.data_science_dev.base import DataScienceDevBase, DataScienceDevTableBase, DataScienceDevTableBaseBig
+
+__all__ = [
+    "DataScienceDevBase",
+    "DataScienceDevTableBase",
+    "DataScienceDevTableBaseBig",
+]

python/orm/data_science_dev/base.py

@@ -0,0 +1,52 @@
+"""Data science dev database ORM base."""
+
+from __future__ import annotations
+
+from datetime import datetime
+
+from sqlalchemy import BigInteger, DateTime, MetaData, func
+from sqlalchemy.ext.declarative import AbstractConcreteBase
+from sqlalchemy.orm import DeclarativeBase, Mapped, mapped_column
+
+from python.orm.common import NAMING_CONVENTION
+
+
+class DataScienceDevBase(DeclarativeBase):
+    """Base class for data_science_dev database ORM models."""
+
+    schema_name = "main"
+
+    metadata = MetaData(
+        schema=schema_name,
+        naming_convention=NAMING_CONVENTION,
+    )
+
+
+class _TableMixin:
+    """Shared timestamp columns for all table bases."""
+
+    created: Mapped[datetime] = mapped_column(
+        DateTime(timezone=True),
+        server_default=func.now(),
+    )
+    updated: Mapped[datetime] = mapped_column(
+        DateTime(timezone=True),
+        server_default=func.now(),
+        onupdate=func.now(),
+    )
+
+
+class DataScienceDevTableBase(_TableMixin, AbstractConcreteBase, DataScienceDevBase):
+    """Table with Integer primary key."""
+
+    __abstract__ = True
+
+    id: Mapped[int] = mapped_column(primary_key=True)
+
+
+class DataScienceDevTableBaseBig(_TableMixin, AbstractConcreteBase, DataScienceDevBase):
+    """Table with BigInteger primary key."""
+
+    __abstract__ = True
+
+    id: Mapped[int] = mapped_column(BigInteger, primary_key=True)

python/orm/data_science_dev/congress/__init__.py

@@ -0,0 +1,14 @@
+"""init."""
+
+from python.orm.data_science_dev.congress.bill import Bill, BillText
+from python.orm.data_science_dev.congress.legislator import Legislator, LegislatorSocialMedia
+from python.orm.data_science_dev.congress.vote import Vote, VoteRecord
+
+__all__ = [
+    "Bill",
+    "BillText",
+    "Legislator",
+    "LegislatorSocialMedia",
+    "Vote",
+    "VoteRecord",
+]

python/orm/data_science_dev/congress/bill.py

@@ -0,0 +1,66 @@
+"""Bill model - legislation introduced in Congress."""
+
+from __future__ import annotations
+
+from datetime import date
+from typing import TYPE_CHECKING
+
+from sqlalchemy import ForeignKey, Index, UniqueConstraint
+from sqlalchemy.orm import Mapped, mapped_column, relationship
+
+from python.orm.data_science_dev.base import DataScienceDevTableBase
+
+if TYPE_CHECKING:
+    from python.orm.data_science_dev.congress.vote import Vote
+
+
+class Bill(DataScienceDevTableBase):
+    """Legislation with congress number, type, titles, status, and sponsor."""
+
+    __tablename__ = "bill"
+
+    congress: Mapped[int]
+    bill_type: Mapped[str]
+    number: Mapped[int]
+
+    title: Mapped[str | None]
+    title_short: Mapped[str | None]
+    official_title: Mapped[str | None]
+
+    status: Mapped[str | None]
+    status_at: Mapped[date | None]
+
+    sponsor_bioguide_id: Mapped[str | None]
+
+    subjects_top_term: Mapped[str | None]
+
+    votes: Mapped[list[Vote]] = relationship(
+        "Vote",
+        back_populates="bill",
+    )
+    bill_texts: Mapped[list[BillText]] = relationship(
+        "BillText",
+        back_populates="bill",
+        cascade="all, delete-orphan",
+    )
+
+    __table_args__ = (
+        UniqueConstraint("congress", "bill_type", "number", name="uq_bill_congress_type_number"),
+        Index("ix_bill_congress", "congress"),
+    )
+
+
+class BillText(DataScienceDevTableBase):
+    """Stores different text versions of a bill (introduced, enrolled, etc.)."""
+
+    __tablename__ = "bill_text"
+
+    bill_id: Mapped[int] = mapped_column(ForeignKey("main.bill.id", ondelete="CASCADE"))
+    version_code: Mapped[str]
+    version_name: Mapped[str | None]
+    text_content: Mapped[str | None]
+    date: Mapped[date | None]
+
+    bill: Mapped[Bill] = relationship("Bill", back_populates="bill_texts")
+
+    __table_args__ = (UniqueConstraint("bill_id", "version_code", name="uq_bill_text_bill_id_version_code"),)

python/orm/data_science_dev/congress/legislator.py

@@ -0,0 +1,66 @@
+"""Legislator model - members of Congress."""
+
+from __future__ import annotations
+
+from datetime import date
+from typing import TYPE_CHECKING
+
+from sqlalchemy import ForeignKey, Text
+from sqlalchemy.orm import Mapped, mapped_column, relationship
+
+from python.orm.data_science_dev.base import DataScienceDevTableBase
+
+if TYPE_CHECKING:
+    from python.orm.data_science_dev.congress.vote import VoteRecord
+
+
+class Legislator(DataScienceDevTableBase):
+    """Members of Congress with identification and current term info."""
+
+    __tablename__ = "legislator"
+
+    bioguide_id: Mapped[str] = mapped_column(Text, unique=True, index=True)
+
+    thomas_id: Mapped[str | None]
+    lis_id: Mapped[str | None]
+    govtrack_id: Mapped[int | None]
+    opensecrets_id: Mapped[str | None]
+    fec_ids: Mapped[str | None]
+
+    first_name: Mapped[str]
+    last_name: Mapped[str]
+    official_full_name: Mapped[str | None]
+    nickname: Mapped[str | None]
+
+    birthday: Mapped[date | None]
+    gender: Mapped[str | None]
+
+    current_party: Mapped[str | None]
+    current_state: Mapped[str | None]
+    current_district: Mapped[int | None]
+    current_chamber: Mapped[str | None]
+
+    social_media_accounts: Mapped[list[LegislatorSocialMedia]] = relationship(
+        "LegislatorSocialMedia",
+        back_populates="legislator",
+        cascade="all, delete-orphan",
+    )
+    vote_records: Mapped[list[VoteRecord]] = relationship(
+        "VoteRecord",
+        back_populates="legislator",
+        cascade="all, delete-orphan",
+    )
+
+
+class LegislatorSocialMedia(DataScienceDevTableBase):
+    """Social media account linked to a legislator."""
+
+    __tablename__ = "legislator_social_media"
+
+    legislator_id: Mapped[int] = mapped_column(ForeignKey("main.legislator.id"))
+    platform: Mapped[str]
+    account_name: Mapped[str]
+    url: Mapped[str | None]
+    source: Mapped[str]
+
+    legislator: Mapped[Legislator] = relationship(back_populates="social_media_accounts")

python/orm/data_science_dev/congress/vote.py

@@ -0,0 +1,79 @@
+"""Vote model - roll call votes in Congress."""
+
+from __future__ import annotations
+
+from datetime import date
+from typing import TYPE_CHECKING
+
+from sqlalchemy import ForeignKey, Index, UniqueConstraint
+from sqlalchemy.orm import Mapped, mapped_column, relationship
+
+from python.orm.data_science_dev.base import DataScienceDevBase, DataScienceDevTableBase
+
+if TYPE_CHECKING:
+    from python.orm.data_science_dev.congress.bill import Bill
+    from python.orm.data_science_dev.congress.legislator import Legislator
+    from python.orm.data_science_dev.congress.vote import Vote
+
+
+class VoteRecord(DataScienceDevBase):
+    """Links a vote to a legislator with their position (Yea, Nay, etc.)."""
+
+    __tablename__ = "vote_record"
+
+    vote_id: Mapped[int] = mapped_column(
+        ForeignKey("main.vote.id", ondelete="CASCADE"),
+        primary_key=True,
+    )
+    legislator_id: Mapped[int] = mapped_column(
+        ForeignKey("main.legislator.id", ondelete="CASCADE"),
+        primary_key=True,
+    )
+    position: Mapped[str]
+
+    vote: Mapped[Vote] = relationship("Vote", back_populates="vote_records")
+    legislator: Mapped[Legislator] = relationship("Legislator", back_populates="vote_records")
+
+
+class Vote(DataScienceDevTableBase):
+    """Roll call votes with counts and optional bill linkage."""
+
+    __tablename__ = "vote"
+
+    congress: Mapped[int]
+    chamber: Mapped[str]
+    session: Mapped[int]
+    number: Mapped[int]
+
+    vote_type: Mapped[str | None]
+    question: Mapped[str | None]
+    result: Mapped[str | None]
+    result_text: Mapped[str | None]
+
+    vote_date: Mapped[date]
+
+    yea_count: Mapped[int | None]
+    nay_count: Mapped[int | None]
+    not_voting_count: Mapped[int | None]
+    present_count: Mapped[int | None]
+
+    bill_id: Mapped[int | None] = mapped_column(ForeignKey("main.bill.id"))
+
+    bill: Mapped[Bill | None] = relationship("Bill", back_populates="votes")
+    vote_records: Mapped[list[VoteRecord]] = relationship(
+        "VoteRecord",
+        back_populates="vote",
+        cascade="all, delete-orphan",
+    )
+
+    __table_args__ = (
+        UniqueConstraint(
+            "congress",
+            "chamber",
+            "session",
+            "number",
+            name="uq_vote_congress_chamber_session_number",
+        ),
+        Index("ix_vote_date", "vote_date"),
+        Index("ix_vote_congress_chamber", "congress", "chamber"),
+    )

python/orm/data_science_dev/models.py

@@ -0,0 +1,16 @@
+"""Data science dev database ORM models."""
+
+from __future__ import annotations
+
+from python.orm.data_science_dev.congress import Bill, BillText, Legislator, Vote, VoteRecord
+from python.orm.data_science_dev.posts import partitions  # noqa: F401 — registers partition classes in metadata
+from python.orm.data_science_dev.posts.tables import Posts
+
+__all__ = [
+    "Bill",
+    "BillText",
+    "Legislator",
+    "Posts",
+    "Vote",
+    "VoteRecord",
+]

python/orm/data_science_dev/posts/__init__.py

@@ -0,0 +1,11 @@
+"""Posts module — weekly-partitioned posts table and partition ORM models."""
+
+from __future__ import annotations
+
+from python.orm.data_science_dev.posts.failed_ingestion import FailedIngestion
+from python.orm.data_science_dev.posts.tables import Posts
+
+__all__ = [
+    "FailedIngestion",
+    "Posts",
+]

python/orm/data_science_dev/posts/columns.py

@@ -0,0 +1,33 @@
+"""Shared column definitions for the posts partitioned table family."""
+
+from __future__ import annotations
+
+from datetime import datetime
+
+from sqlalchemy import BigInteger, SmallInteger, Text
+from sqlalchemy.orm import Mapped, mapped_column
+
+
+class PostsColumns:
+    """Mixin providing all posts columns. Used by both the parent table and partitions."""
+
+    post_id: Mapped[int] = mapped_column(BigInteger, primary_key=True)
+    user_id: Mapped[int] = mapped_column(BigInteger)
+    instance: Mapped[str]
+    date: Mapped[datetime] = mapped_column(primary_key=True)
+    text: Mapped[str] = mapped_column(Text)
+    langs: Mapped[str | None]
+    like_count: Mapped[int]
+    reply_count: Mapped[int]
+    repost_count: Mapped[int]
+    reply_to: Mapped[int | None] = mapped_column(BigInteger)
+    replied_author: Mapped[int | None] = mapped_column(BigInteger)
+    thread_root: Mapped[int | None] = mapped_column(BigInteger)
+    thread_root_author: Mapped[int | None] = mapped_column(BigInteger)
+    repost_from: Mapped[int | None] = mapped_column(BigInteger)
+    reposted_author: Mapped[int | None] = mapped_column(BigInteger)
+    quotes: Mapped[int | None] = mapped_column(BigInteger)
+    quoted_author: Mapped[int | None] = mapped_column(BigInteger)
+    labels: Mapped[str | None]
+    sent_label: Mapped[int | None] = mapped_column(SmallInteger)
+    sent_score: Mapped[float | None]

python/orm/data_science_dev/posts/failed_ingestion.py

@@ -0,0 +1,17 @@
+"""Table for storing JSONL lines that failed during post ingestion."""
+
+from __future__ import annotations
+
+from sqlalchemy import Text
+from sqlalchemy.orm import Mapped, mapped_column
+
+from python.orm.data_science_dev.base import DataScienceDevTableBase
+
+
+class FailedIngestion(DataScienceDevTableBase):
+    """Stores raw JSONL lines and their error messages when ingestion fails."""
+
+    __tablename__ = "failed_ingestion"
+
+    raw_line: Mapped[str] = mapped_column(Text)
+    error: Mapped[str] = mapped_column(Text)

python/orm/data_science_dev/posts/partitions.py

@@ -0,0 +1,71 @@
+"""Dynamically generated ORM classes for each weekly partition of the posts table.
+
+Each class maps to a PostgreSQL partition table (e.g. posts_2024_01).
+These are real ORM models tracked by Alembic autogenerate.
+
+Uses ISO week numbering (datetime.isocalendar().week). ISO years can have
+52 or 53 weeks, and week boundaries are always Monday to Monday.
+"""
+
+from __future__ import annotations
+
+import sys
+from datetime import UTC, datetime
+
+from python.orm.data_science_dev.base import DataScienceDevBase
+from python.orm.data_science_dev.posts.columns import PostsColumns
+
+PARTITION_START_YEAR = 2023
+PARTITION_END_YEAR = 2026
+
+_current_module = sys.modules[__name__]
+
+
+def iso_weeks_in_year(year: int) -> int:
+    """Return the number of ISO weeks in a given year (52 or 53)."""
+    dec_28 = datetime(year, 12, 28, tzinfo=UTC)
+    return dec_28.isocalendar().week
+
+
+def week_bounds(year: int, week: int) -> tuple[datetime, datetime]:
+    """Return (start, end) datetimes for an ISO week.
+
+    Start = Monday 00:00:00 UTC of the given ISO week.
+    End   = Monday 00:00:00 UTC of the following ISO week.
+    """
+    start = datetime.fromisocalendar(year, week, 1).replace(tzinfo=UTC)
+    if week < iso_weeks_in_year(year):
+        end = datetime.fromisocalendar(year, week + 1, 1).replace(tzinfo=UTC)
+    else:
+        end = datetime.fromisocalendar(year + 1, 1, 1).replace(tzinfo=UTC)
+    return start, end
+
+
+def _build_partition_classes() -> dict[str, type]:
+    """Generate one ORM class per ISO week partition."""
+    classes: dict[str, type] = {}
+
+    for year in range(PARTITION_START_YEAR, PARTITION_END_YEAR + 1):
+        for week in range(1, iso_weeks_in_year(year) + 1):
+            class_name = f"PostsWeek{year}W{week:02d}"
+            table_name = f"posts_{year}_{week:02d}"
+
+            partition_class = type(
+                class_name,
+                (PostsColumns, DataScienceDevBase),
+                {
+                    "__tablename__": table_name,
+                    "__table_args__": ({"implicit_returning": False},),
+                },
+            )
+
+            classes[class_name] = partition_class
+
+    return classes
+
+
+# Generate all partition classes and register them on this module
+_partition_classes = _build_partition_classes()
+for _name, _cls in _partition_classes.items():
+    setattr(_current_module, _name, _cls)
+__all__ = list(_partition_classes.keys())

python/orm/data_science_dev/posts/tables.py

@@ -0,0 +1,13 @@
+"""Posts parent table with PostgreSQL weekly range partitioning on date column."""
+
+from __future__ import annotations
+
+from python.orm.data_science_dev.base import DataScienceDevBase
+from python.orm.data_science_dev.posts.columns import PostsColumns
+
+
+class Posts(PostsColumns, DataScienceDevBase):
+    """Parent partitioned table for posts, partitioned by week on `date`."""
+
+    __tablename__ = "posts"
+    __table_args__ = ({"postgresql_partition_by": "RANGE (date)"},)

python/orm/richie/__init__.py

@@ -2,8 +2,7 @@
 
 from __future__ import annotations
 
-from python.orm.richie.base import RichieBase, TableBase
+from python.orm.richie.base import RichieBase, TableBase, TableBaseBig, TableBaseSmall
-from python.orm.richie.congress import Bill, Legislator, Vote, VoteRecord
 from python.orm.richie.contact import (
     Contact,
     ContactNeed,
@@ -11,21 +10,15 @@ from python.orm.richie.contact import (
     Need,
     RelationshipType,
 )
-from python.orm.richie.dead_letter_message import DeadLetterMessage
-from python.orm.richie.signal_device import SignalDevice
 
 __all__ = [
-    "Bill",
     "Contact",
     "ContactNeed",
     "ContactRelationship",
-    "DeadLetterMessage",
-    "Legislator",
     "Need",
     "RelationshipType",
     "RichieBase",
-    "SignalDevice",
     "TableBase",
-    "Vote",
+    "TableBaseBig",
-    "VoteRecord",
+    "TableBaseSmall",
 ]

python/orm/richie/base.py

@@ -4,7 +4,7 @@ from __future__ import annotations
 
 from datetime import datetime
 
-from sqlalchemy import DateTime, MetaData, func
+from sqlalchemy import BigInteger, DateTime, MetaData, SmallInteger, func
 from sqlalchemy.ext.declarative import AbstractConcreteBase
 from sqlalchemy.orm import DeclarativeBase, Mapped, mapped_column
 
@@ -22,12 +22,9 @@ class RichieBase(DeclarativeBase):
     )
 
 
-class TableBase(AbstractConcreteBase, RichieBase):
+class _TableMixin:
-    """Abstract concrete base for richie tables with IDs and timestamps."""
+    """Shared timestamp columns for all table bases."""
 
-    __abstract__ = True
-
-    id: Mapped[int] = mapped_column(primary_key=True)
     created: Mapped[datetime] = mapped_column(
         DateTime(timezone=True),
         server_default=func.now(),
@@ -37,3 +34,27 @@ class TableBase(AbstractConcreteBase, RichieBase):
         server_default=func.now(),
         onupdate=func.now(),
     )
+
+
+class TableBaseSmall(_TableMixin, AbstractConcreteBase, RichieBase):
+    """Table with SmallInteger primary key."""
+
+    __abstract__ = True
+
+    id: Mapped[int] = mapped_column(SmallInteger, primary_key=True)
+
+
+class TableBase(_TableMixin, AbstractConcreteBase, RichieBase):
+    """Table with Integer primary key."""
+
+    __abstract__ = True
+
+    id: Mapped[int] = mapped_column(primary_key=True)
+
+
+class TableBaseBig(_TableMixin, AbstractConcreteBase, RichieBase):
+    """Table with BigInteger primary key."""
+
+    __abstract__ = True
+
+    id: Mapped[int] = mapped_column(BigInteger, primary_key=True)

python/orm/richie/congress.py

@@ -1,150 +0,0 @@
-"""Congress Tracker database models."""
-
-from __future__ import annotations
-
-from datetime import date
-
-from sqlalchemy import ForeignKey, Index, Text, UniqueConstraint
-from sqlalchemy.orm import Mapped, mapped_column, relationship
-
-from python.orm.richie.base import RichieBase, TableBase
-
-
-class Legislator(TableBase):
-    """Legislator model - members of Congress."""
-
-    __tablename__ = "legislator"
-
-    # Natural key - bioguide ID is the authoritative identifier
-    bioguide_id: Mapped[str] = mapped_column(Text, unique=True, index=True)
-
-    # Other IDs for cross-referencing
-    thomas_id: Mapped[str | None]
-    lis_id: Mapped[str | None]
-    govtrack_id: Mapped[int | None]
-    opensecrets_id: Mapped[str | None]
-    fec_ids: Mapped[str | None]  # JSON array stored as string
-
-    # Name info
-    first_name: Mapped[str]
-    last_name: Mapped[str]
-    official_full_name: Mapped[str | None]
-    nickname: Mapped[str | None]
-
-    # Bio
-    birthday: Mapped[date | None]
-    gender: Mapped[str | None]  # M/F
-
-    # Current term info (denormalized for query efficiency)
-    current_party: Mapped[str | None]
-    current_state: Mapped[str | None]
-    current_district: Mapped[int | None]  # House only
-    current_chamber: Mapped[str | None]  # rep/sen
-
-    # Relationships
-    vote_records: Mapped[list[VoteRecord]] = relationship(
-        "VoteRecord",
-        back_populates="legislator",
-        cascade="all, delete-orphan",
-    )
-
-
-class Bill(TableBase):
-    """Bill model - legislation introduced in Congress."""
-
-    __tablename__ = "bill"
-
-    # Composite natural key: congress + bill_type + number
-    congress: Mapped[int]
-    bill_type: Mapped[str]  # hr, s, hres, sres, hjres, sjres
-    number: Mapped[int]
-
-    # Bill info
-    title: Mapped[str | None]
-    title_short: Mapped[str | None]
-    official_title: Mapped[str | None]
-
-    # Status
-    status: Mapped[str | None]
-    status_at: Mapped[date | None]
-
-    # Sponsor
-    sponsor_bioguide_id: Mapped[str | None]
-
-    # Subjects
-    subjects_top_term: Mapped[str | None]
-
-    # Relationships
-    votes: Mapped[list[Vote]] = relationship(
-        "Vote",
-        back_populates="bill",
-    )
-
-    __table_args__ = (
-        UniqueConstraint("congress", "bill_type", "number", name="uq_bill_congress_type_number"),
-        Index("ix_bill_congress", "congress"),
-    )
-
-
-class Vote(TableBase):
-    """Vote model - roll call votes in Congress."""
-
-    __tablename__ = "vote"
-
-    # Composite natural key: congress + chamber + session + number
-    congress: Mapped[int]
-    chamber: Mapped[str]  # house/senate
-    session: Mapped[int]
-    number: Mapped[int]
-
-    # Vote details
-    vote_type: Mapped[str | None]
-    question: Mapped[str | None]
-    result: Mapped[str | None]
-    result_text: Mapped[str | None]
-
-    # Timing
-    vote_date: Mapped[date]
-
-    # Vote counts (denormalized for efficiency)
-    yea_count: Mapped[int | None]
-    nay_count: Mapped[int | None]
-    not_voting_count: Mapped[int | None]
-    present_count: Mapped[int | None]
-
-    # Related bill (optional - not all votes are on bills)
-    bill_id: Mapped[int | None] = mapped_column(ForeignKey("main.bill.id"))
-
-    # Relationships
-    bill: Mapped[Bill | None] = relationship("Bill", back_populates="votes")
-    vote_records: Mapped[list[VoteRecord]] = relationship(
-        "VoteRecord",
-        back_populates="vote",
-        cascade="all, delete-orphan",
-    )
-
-    __table_args__ = (
-        UniqueConstraint("congress", "chamber", "session", "number", name="uq_vote_congress_chamber_session_number"),
-        Index("ix_vote_date", "vote_date"),
-        Index("ix_vote_congress_chamber", "congress", "chamber"),
-    )
-
-
-class VoteRecord(RichieBase):
-    """Association table: Vote <-> Legislator with position."""
-
-    __tablename__ = "vote_record"
-
-    vote_id: Mapped[int] = mapped_column(
-        ForeignKey("main.vote.id", ondelete="CASCADE"),
-        primary_key=True,
-    )
-    legislator_id: Mapped[int] = mapped_column(
-        ForeignKey("main.legislator.id", ondelete="CASCADE"),
-        primary_key=True,
-    )
-    position: Mapped[str]  # Yea, Nay, Not Voting, Present
-
-    # Relationships
-    vote: Mapped[Vote] = relationship("Vote", back_populates="vote_records")
-    legislator: Mapped[Legislator] = relationship("Legislator", back_populates="vote_records")

python/orm/richie/dead_letter_message.py

@@ -1,26 +0,0 @@
-"""Dead letter queue for Signal bot messages that fail processing."""
-
-from __future__ import annotations
-
-from datetime import datetime
-
-from sqlalchemy import DateTime, Text
-from sqlalchemy.dialects.postgresql import ENUM
-from sqlalchemy.orm import Mapped, mapped_column
-
-from python.orm.richie.base import TableBase
-from python.signal_bot.models import MessageStatus
-
-
-class DeadLetterMessage(TableBase):
-    """A Signal message that failed processing and was sent to the dead letter queue."""
-
-    __tablename__ = "dead_letter_message"
-
-    source: Mapped[str]
-    message: Mapped[str] = mapped_column(Text)
-    received_at: Mapped[datetime] = mapped_column(DateTime(timezone=True))
-    status: Mapped[MessageStatus] = mapped_column(
-        ENUM(MessageStatus, name="message_status", create_type=True, schema="main"),
-        default=MessageStatus.UNPROCESSED,
-    )

python/orm/richie/signal_device.py

@@ -1,26 +0,0 @@
-"""Signal bot device registry models."""
-
-from __future__ import annotations
-
-from datetime import datetime
-
-from sqlalchemy import DateTime, String
-from sqlalchemy.dialects.postgresql import ENUM
-from sqlalchemy.orm import Mapped, mapped_column
-
-from python.orm.richie.base import TableBase
-from python.signal_bot.models import TrustLevel
-
-
-class SignalDevice(TableBase):
-    """A Signal device tracked by phone number and safety number."""
-
-    __tablename__ = "signal_device"
-
-    phone_number: Mapped[str] = mapped_column(String(50), unique=True)
-    safety_number: Mapped[str | None]
-    trust_level: Mapped[TrustLevel] = mapped_column(
-        ENUM(TrustLevel, name="trust_level", create_type=True, schema="main"),
-        default=TrustLevel.UNVERIFIED,
-    )
-    last_seen: Mapped[datetime] = mapped_column(DateTime(timezone=True))

python/orm/signal_bot/__init__.py

@@ -0,0 +1,16 @@
+"""Signal bot database ORM exports."""
+
+from __future__ import annotations
+
+from python.orm.signal_bot.base import SignalBotBase, SignalBotTableBase, SignalBotTableBaseSmall
+from python.orm.signal_bot.models import DeadLetterMessage, DeviceRole, RoleRecord, SignalDevice
+
+__all__ = [
+    "DeadLetterMessage",
+    "DeviceRole",
+    "RoleRecord",
+    "SignalBotBase",
+    "SignalBotTableBase",
+    "SignalBotTableBaseSmall",
+    "SignalDevice",
+]

python/orm/signal_bot/base.py

@@ -0,0 +1,52 @@
+"""Signal bot database ORM base."""
+
+from __future__ import annotations
+
+from datetime import datetime
+
+from sqlalchemy import DateTime, MetaData, SmallInteger, func
+from sqlalchemy.ext.declarative import AbstractConcreteBase
+from sqlalchemy.orm import DeclarativeBase, Mapped, mapped_column
+
+from python.orm.common import NAMING_CONVENTION
+
+
+class SignalBotBase(DeclarativeBase):
+    """Base class for signal_bot database ORM models."""
+
+    schema_name = "main"
+
+    metadata = MetaData(
+        schema=schema_name,
+        naming_convention=NAMING_CONVENTION,
+    )
+
+
+class _TableMixin:
+    """Shared timestamp columns for all table bases."""
+
+    created: Mapped[datetime] = mapped_column(
+        DateTime(timezone=True),
+        server_default=func.now(),
+    )
+    updated: Mapped[datetime] = mapped_column(
+        DateTime(timezone=True),
+        server_default=func.now(),
+        onupdate=func.now(),
+    )
+
+
+class SignalBotTableBaseSmall(_TableMixin, AbstractConcreteBase, SignalBotBase):
+    """Table with SmallInteger primary key."""
+
+    __abstract__ = True
+
+    id: Mapped[int] = mapped_column(SmallInteger, primary_key=True)
+
+
+class SignalBotTableBase(_TableMixin, AbstractConcreteBase, SignalBotBase):
+    """Table with Integer primary key."""
+
+    __abstract__ = True
+
+    id: Mapped[int] = mapped_column(primary_key=True)

python/orm/signal_bot/models.py

@@ -0,0 +1,62 @@
+"""Signal bot device, role, and dead letter ORM models."""
+
+from __future__ import annotations
+
+from datetime import datetime
+
+from sqlalchemy import DateTime, Enum, ForeignKey, SmallInteger, String, Text, UniqueConstraint
+from sqlalchemy.orm import Mapped, mapped_column, relationship
+
+from python.orm.signal_bot.base import SignalBotTableBase, SignalBotTableBaseSmall
+from python.signal_bot.models import MessageStatus, TrustLevel
+
+
+class RoleRecord(SignalBotTableBaseSmall):
+    """Lookup table for RBAC roles, keyed by smallint."""
+
+    __tablename__ = "role"
+
+    name: Mapped[str] = mapped_column(String(50), unique=True)
+
+
+class DeviceRole(SignalBotTableBase):
+    """Association between a device and a role."""
+
+    __tablename__ = "device_role"
+    __table_args__ = (
+        UniqueConstraint("device_id", "role_id", name="uq_device_role_device_role"),
+        {"schema": "main"},
+    )
+
+    device_id: Mapped[int] = mapped_column(ForeignKey("main.signal_device.id"))
+    role_id: Mapped[int] = mapped_column(SmallInteger, ForeignKey("main.role.id"))
+
+
+class SignalDevice(SignalBotTableBase):
+    """A Signal device tracked by phone number and safety number."""
+
+    __tablename__ = "signal_device"
+
+    phone_number: Mapped[str] = mapped_column(String(50), unique=True)
+    safety_number: Mapped[str | None]
+    trust_level: Mapped[TrustLevel] = mapped_column(
+        Enum(TrustLevel, name="trust_level", create_constraint=False, native_enum=False),
+        default=TrustLevel.UNVERIFIED,
+    )
+    last_seen: Mapped[datetime] = mapped_column(DateTime(timezone=True))
+
+    roles: Mapped[list[RoleRecord]] = relationship(secondary=DeviceRole.__table__)
+
+
+class DeadLetterMessage(SignalBotTableBase):
+    """A Signal message that failed processing and was sent to the dead letter queue."""
+
+    __tablename__ = "dead_letter_message"
+
+    source: Mapped[str]
+    message: Mapped[str] = mapped_column(Text)
+    received_at: Mapped[datetime] = mapped_column(DateTime(timezone=True))
+    status: Mapped[MessageStatus] = mapped_column(
+        Enum(MessageStatus, name="message_status", create_constraint=False, native_enum=False),
+        default=MessageStatus.UNPROCESSED,
+    )

python/sheet_music_ocr/__init__.py

@@ -1 +0,0 @@
-"""Sheet music OCR tool using Audiveris."""

python/sheet_music_ocr/audiveris.py

@@ -1,62 +0,0 @@
-"""Audiveris subprocess wrapper for optical music recognition."""
-
-from __future__ import annotations
-
-import shutil
-import subprocess
-from typing import TYPE_CHECKING
-
-if TYPE_CHECKING:
-    from pathlib import Path
-
-
-class AudiverisError(Exception):
-    """Raised when Audiveris processing fails."""
-
-
-def find_audiveris() -> str:
-    """Find the Audiveris executable on PATH.
-
-    Returns:
-        Path to the audiveris executable.
-
-    Raises:
-        AudiverisError: If Audiveris is not found.
-    """
-    path = shutil.which("audiveris")
-    if not path:
-        msg = "Audiveris not found on PATH. Install it via 'nix develop' or add it to your environment."
-        raise AudiverisError(msg)
-    return path
-
-
-def run_audiveris(input_path: Path, output_dir: Path) -> Path:
-    """Run Audiveris on an input file and return the path to the generated .mxl.
-
-    Args:
-        input_path: Path to the input sheet music file (PDF, PNG, JPG, TIFF).
-        output_dir: Directory where Audiveris will write its output.
-
-    Returns:
-        Path to the generated .mxl file.
-
-    Raises:
-        AudiverisError: If Audiveris fails or produces no output.
-    """
-    audiveris = find_audiveris()
-    result = subprocess.run(
-        [audiveris, "-batch", "-export", "-output", str(output_dir), str(input_path)],
-        capture_output=True,
-        text=True,
-        check=False,
-    )
-    if result.returncode != 0:
-        msg = f"Audiveris failed (exit {result.returncode}):\n{result.stderr}"
-        raise AudiverisError(msg)
-
-    mxl_files = list(output_dir.rglob("*.mxl"))
-    if not mxl_files:
-        msg = f"Audiveris produced no .mxl output in {output_dir}"
-        raise AudiverisError(msg)
-
-    return mxl_files[0]

python/sheet_music_ocr/main.py

@@ -1,123 +0,0 @@
-"""CLI tool for converting scanned sheet music to MusicXML.
-
-Usage:
-    sheet-music-ocr convert scan.pdf
-    sheet-music-ocr convert scan.png -o output.mxml
-    sheet-music-ocr review output.mxml --provider claude
-"""
-
-from __future__ import annotations
-
-import tempfile
-import zipfile
-from pathlib import Path
-from typing import Annotated
-
-import typer
-
-from python.sheet_music_ocr.audiveris import AudiverisError, run_audiveris
-from python.sheet_music_ocr.review import LLMProvider, ReviewError, review_mxml
-
-SUPPORTED_EXTENSIONS = {".pdf", ".png", ".jpg", ".jpeg", ".tiff", ".tif"}
-
-app = typer.Typer(help="Convert scanned sheet music to MusicXML using Audiveris.")
-
-
-def extract_mxml_from_mxl(mxl_path: Path, output_path: Path) -> Path:
-    """Extract the MusicXML file from an .mxl archive.
-
-    An .mxl file is a ZIP archive containing one or more .xml MusicXML files.
-
-    Args:
-        mxl_path: Path to the .mxl file.
-        output_path: Path where the extracted .mxml file should be written.
-
-    Returns:
-        The output path.
-
-    Raises:
-        FileNotFoundError: If no MusicXML file is found inside the archive.
-    """
-    with zipfile.ZipFile(mxl_path, "r") as zf:
-        xml_names = [n for n in zf.namelist() if n.endswith(".xml") and not n.startswith("META-INF")]
-        if not xml_names:
-            msg = f"No MusicXML (.xml) file found inside {mxl_path}"
-            raise FileNotFoundError(msg)
-        with zf.open(xml_names[0]) as src, output_path.open("wb") as dst:
-            dst.write(src.read())
-    return output_path
-
-
-@app.command()
-def convert(
-    input_file: Annotated[Path, typer.Argument(help="Path to sheet music scan (PDF, PNG, JPG, TIFF).")],
-    output: Annotated[
-        Path | None,
-        typer.Option("--output", "-o", help="Output .mxml file path. Defaults to <input_stem>.mxml."),
-    ] = None,
-) -> None:
-    """Convert a scanned sheet music file to MusicXML."""
-    if not input_file.exists():
-        typer.echo(f"Error: {input_file} does not exist.", err=True)
-        raise typer.Exit(code=1)
-
-    if input_file.suffix.lower() not in SUPPORTED_EXTENSIONS:
-        typer.echo(
-            f"Error: Unsupported format '{input_file.suffix}'. Supported: {', '.join(sorted(SUPPORTED_EXTENSIONS))}",
-            err=True,
-        )
-        raise typer.Exit(code=1)
-
-    output_path = output or input_file.with_suffix(".mxml")
-
-    with tempfile.TemporaryDirectory() as tmpdir:
-        try:
-            mxl_path = run_audiveris(input_file, Path(tmpdir))
-        except AudiverisError as e:
-            typer.echo(f"Error: {e}", err=True)
-            raise typer.Exit(code=1) from e
-
-        try:
-            extract_mxml_from_mxl(mxl_path, output_path)
-        except FileNotFoundError as e:
-            typer.echo(f"Error: {e}", err=True)
-            raise typer.Exit(code=1) from e
-
-    typer.echo(f"Written: {output_path}")
-
-
-@app.command()
-def review(
-    input_file: Annotated[Path, typer.Argument(help="Path to MusicXML (.mxml) file to review.")],
-    output: Annotated[
-        Path | None,
-        typer.Option("--output", "-o", help="Output path for corrected .mxml. Defaults to overwriting input."),
-    ] = None,
-    provider: Annotated[
-        LLMProvider,
-        typer.Option("--provider", "-p", help="LLM provider to use."),
-    ] = LLMProvider.CLAUDE,
-) -> None:
-    """Review and fix a MusicXML file using an LLM."""
-    if not input_file.exists():
-        typer.echo(f"Error: {input_file} does not exist.", err=True)
-        raise typer.Exit(code=1)
-
-    if input_file.suffix.lower() != ".mxml":
-        typer.echo("Error: Input file must be a .mxml file.", err=True)
-        raise typer.Exit(code=1)
-
-    output_path = output or input_file
-
-    try:
-        corrected = review_mxml(input_file, provider)
-    except ReviewError as e:
-        typer.echo(f"Error: {e}", err=True)
-        raise typer.Exit(code=1) from e
-
-    output_path.write_text(corrected, encoding="utf-8")
-    typer.echo(f"Reviewed: {output_path}")
-
-
-if __name__ == "__main__":
-    app()

python/sheet_music_ocr/review.py

@@ -1,126 +0,0 @@
-"""LLM-based MusicXML review and correction.
-
-Supports both Claude (Anthropic) and OpenAI APIs for reviewing
-MusicXML output from Audiveris and suggesting/applying fixes.
-"""
-
-from __future__ import annotations
-
-import enum
-import os
-from typing import TYPE_CHECKING
-
-import httpx
-
-if TYPE_CHECKING:
-    from pathlib import Path
-
-REVIEW_PROMPT = """\
-You are a music notation expert. Review the following MusicXML file produced by \
-optical music recognition (Audiveris). Look for and fix common OCR errors including:
-
-- Incorrect note pitches or durations
-- Wrong or missing key signatures, time signatures, or clefs
-- Incorrect rest durations or placements
-- Missing or incorrect accidentals
-- Wrong beam groupings or tuplets
-- Garbled or misspelled lyrics and text annotations
-- Missing or incorrect dynamic markings
-- Incorrect measure numbers or barline types
-- Voice/staff assignment errors
-
-Return ONLY the corrected MusicXML. Do not include any explanation, commentary, or \
-markdown formatting. Output the raw XML directly.
-
-Here is the MusicXML to review:
-
-"""
-
-_TIMEOUT = 300
-
-
-class LLMProvider(enum.StrEnum):
-    """Supported LLM providers."""
-
-    CLAUDE = "claude"
-    OPENAI = "openai"
-
-
-class ReviewError(Exception):
-    """Raised when LLM review fails."""
-
-
-def _get_api_key(provider: LLMProvider) -> str:
-    env_var = "ANTHROPIC_API_KEY" if provider == LLMProvider.CLAUDE else "OPENAI_API_KEY"
-    key = os.environ.get(env_var)
-    if not key:
-        msg = f"{env_var} environment variable is not set."
-        raise ReviewError(msg)
-    return key
-
-
-def _call_claude(content: str, api_key: str) -> str:
-    response = httpx.post(
-        "https://api.anthropic.com/v1/messages",
-        headers={
-            "x-api-key": api_key,
-            "anthropic-version": "2023-06-01",
-            "content-type": "application/json",
-        },
-        json={
-            "model": "claude-sonnet-4-20250514",
-            "max_tokens": 16384,
-            "messages": [{"role": "user", "content": REVIEW_PROMPT + content}],
-        },
-        timeout=_TIMEOUT,
-    )
-    if response.status_code != 200:  # noqa: PLR2004
-        msg = f"Claude API error ({response.status_code}): {response.text}"
-        raise ReviewError(msg)
-
-    data = response.json()
-    return data["content"][0]["text"]
-
-
-def _call_openai(content: str, api_key: str) -> str:
-    response = httpx.post(
-        "https://api.openai.com/v1/chat/completions",
-        headers={
-            "Authorization": f"Bearer {api_key}",
-            "Content-Type": "application/json",
-        },
-        json={
-            "model": "gpt-4o",
-            "messages": [{"role": "user", "content": REVIEW_PROMPT + content}],
-            "max_tokens": 16384,
-        },
-        timeout=_TIMEOUT,
-    )
-    if response.status_code != 200:  # noqa: PLR2004
-        msg = f"OpenAI API error ({response.status_code}): {response.text}"
-        raise ReviewError(msg)
-
-    data = response.json()
-    return data["choices"][0]["message"]["content"]
-
-
-def review_mxml(mxml_path: Path, provider: LLMProvider) -> str:
-    """Review a MusicXML file using an LLM and return corrected content.
-
-    Args:
-        mxml_path: Path to the .mxml file to review.
-        provider: Which LLM provider to use.
-
-    Returns:
-        The corrected MusicXML content as a string.
-
-    Raises:
-        ReviewError: If the API call fails or the key is missing.
-        FileNotFoundError: If the input file does not exist.
-    """
-    content = mxml_path.read_text(encoding="utf-8")
-    api_key = _get_api_key(provider)
-
-    if provider == LLMProvider.CLAUDE:
-        return _call_claude(content, api_key)
-    return _call_openai(content, api_key)

python/signal_bot/commands/location.py

@@ -0,0 +1,64 @@
+"""Location command for the Signal bot."""
+
+from __future__ import annotations
+
+import logging
+from typing import TYPE_CHECKING, Any
+
+import httpx
+
+if TYPE_CHECKING:
+    from python.signal_bot.models import SignalMessage
+    from python.signal_bot.signal_client import SignalClient
+
+logger = logging.getLogger(__name__)
+
+
+def _get_entity_state(ha_url: str, ha_token: str, entity_id: str) -> dict[str, Any]:
+    """Fetch an entity's state from Home Assistant."""
+    entity_url = f"{ha_url}/api/states/{entity_id}"
+    logger.debug(f"Fetching {entity_url=}")
+    response = httpx.get(
+        entity_url,
+        headers={"Authorization": f"Bearer {ha_token}"},
+        timeout=30,
+    )
+    response.raise_for_status()
+    return response.json()
+
+
+def _format_location(latitude: str, longitude: str) -> str:
+    """Render a friendly location response."""
+    return f"Van location: {latitude}, {longitude}\nhttps://maps.google.com/?q={latitude},{longitude}"
+
+
+def handle_location_request(
+    message: SignalMessage,
+    signal: SignalClient,
+    ha_url: str | None,
+    ha_token: str | None,
+) -> None:
+    """Reply with van location from Home Assistant."""
+    if ha_url is None or ha_token is None:
+        signal.reply(message, "Location command is not configured (missing HA_URL or HA_TOKEN).")
+        return
+
+    lat_payload = None
+    lon_payload = None
+    try:
+        lat_payload = _get_entity_state(ha_url, ha_token, "sensor.van_last_known_latitude")
+        lon_payload = _get_entity_state(ha_url, ha_token, "sensor.van_last_known_longitude")
+    except httpx.HTTPError:
+        logger.exception("Couldn't fetch van location from Home Assistant right now.")
+        logger.debug(f"{ha_url=} {lat_payload=} {lon_payload=}")
+        signal.reply(message, "Couldn't fetch van location from Home Assistant right now.")
+        return
+
+    latitude = lat_payload.get("state", "")
+    longitude = lon_payload.get("state", "")
+
+    if not latitude or not longitude or latitude == "unavailable" or longitude == "unavailable":
+        signal.reply(message, "Van location is unavailable in Home Assistant right now.")
+        return
+
+    signal.reply(message, _format_location(latitude, longitude))

python/signal_bot/device_registry.py

@@ -6,12 +6,12 @@ import logging
 from datetime import datetime, timedelta
 from typing import TYPE_CHECKING, NamedTuple
 
-from sqlalchemy import select
+from sqlalchemy import delete, select
 from sqlalchemy.orm import Session
 
 from python.common import utcnow
-from python.orm.richie.signal_device import SignalDevice
+from python.orm.signal_bot.models import RoleRecord, SignalDevice
-from python.signal_bot.models import TrustLevel
+from python.signal_bot.models import Role, TrustLevel
 
 if TYPE_CHECKING:
     from sqlalchemy.engine import Engine
@@ -29,6 +29,7 @@ class _CacheEntry(NamedTuple):
     trust_level: TrustLevel
     has_safety_number: bool
     safety_number: str | None
+    roles: list[Role]
 
 
 class DeviceRegistry:
@@ -50,7 +51,7 @@ class DeviceRegistry:
         """Check if a phone number is verified."""
         if entry := self._cached(phone_number):
             return entry.trust_level == TrustLevel.VERIFIED
-        device = self.get_device(phone_number)
+        device = self._load_device(phone_number)
         return device is not None and device.trust_level == TrustLevel.VERIFIED
 
     def record_contact(self, phone_number: str, safety_number: str | None = None) -> None:
@@ -62,9 +63,9 @@ class DeviceRegistry:
             return
 
         with Session(self.engine) as session:
-            device = session.execute(
+            device = session.scalars(
                 select(SignalDevice).where(SignalDevice.phone_number == phone_number)
-            ).scalar_one_or_none()
+            ).one_or_none()
 
             if device:
                 if device.safety_number != safety_number and device.trust_level != TrustLevel.BLOCKED:
@@ -83,20 +84,13 @@ class DeviceRegistry:
                 logger.info(f"New device registered: {phone_number}")
 
             session.commit()
-
+            self._update_cache(phone_number, device)
-            ttl = _BLOCKED_TTL if device.trust_level == TrustLevel.BLOCKED else _DEFAULT_TTL
-            self._contact_cache[phone_number] = _CacheEntry(
-                expires=now + ttl,
-                trust_level=device.trust_level,
-                has_safety_number=device.safety_number is not None,
-                safety_number=device.safety_number,
-            )
 
     def has_safety_number(self, phone_number: str) -> bool:
         """Check if a device has a safety number on file."""
         if entry := self._cached(phone_number):
             return entry.has_safety_number
-        device = self.get_device(phone_number)
+        device = self._load_device(phone_number)
         return device is not None and device.safety_number is not None
 
     def verify(self, phone_number: str) -> bool:
@@ -105,9 +99,9 @@ class DeviceRegistry:
         Returns True if the device was found and verified.
         """
         with Session(self.engine) as session:
-            device = session.execute(
+            device = session.scalars(
                 select(SignalDevice).where(SignalDevice.phone_number == phone_number)
-            ).scalar_one_or_none()
+            ).one_or_none()
 
             if not device:
                 logger.warning(f"Cannot verify unknown device: {phone_number}")
@@ -116,12 +110,7 @@ class DeviceRegistry:
             device.trust_level = TrustLevel.VERIFIED
             self.signal_client.trust_identity(phone_number, trust_all_known_keys=True)
             session.commit()
-            self._contact_cache[phone_number] = _CacheEntry(
+            self._update_cache(phone_number, device)
-                expires=utcnow() + _DEFAULT_TTL,
-                trust_level=TrustLevel.VERIFIED,
-                has_safety_number=device.safety_number is not None,
-                safety_number=device.safety_number,
-            )
             logger.info(f"Device verified: {phone_number}")
             return True
 
@@ -133,10 +122,88 @@ class DeviceRegistry:
         """Reset a device to unverified."""
         return self._set_trust(phone_number, TrustLevel.UNVERIFIED)
 
+    # -- role management ------------------------------------------------------
+
+    def get_roles(self, phone_number: str) -> list[Role]:
+        """Return the roles for a device, defaulting to empty."""
+        if entry := self._cached(phone_number):
+            return entry.roles
+        device = self._load_device(phone_number)
+        return _extract_roles(device) if device else []
+
+    def has_role(self, phone_number: str, role: Role) -> bool:
+        """Check if a device has a specific role or is admin."""
+        roles = self.get_roles(phone_number)
+        return Role.ADMIN in roles or role in roles
+
+    def grant_role(self, phone_number: str, role: Role) -> bool:
+        """Add a role to a device. Called by admin over SSH."""
+        with Session(self.engine) as session:
+            device = session.scalars(
+                select(SignalDevice).where(SignalDevice.phone_number == phone_number)
+            ).one_or_none()
+
+            if not device:
+                logger.warning(f"Cannot grant role for unknown device: {phone_number}")
+                return False
+
+            if any(record.name == role for record in device.roles):
+                return True
+
+            role_record = session.scalars(select(RoleRecord).where(RoleRecord.name == role)).one_or_none()
+
+            if not role_record:
+                logger.warning(f"Unknown role: {role}")
+                return False
+
+            device.roles.append(role_record)
+            session.commit()
+            self._update_cache(phone_number, device)
+            logger.info(f"Device {phone_number} granted role {role}")
+            return True
+
+    def revoke_role(self, phone_number: str, role: Role) -> bool:
+        """Remove a role from a device. Called by admin over SSH."""
+        with Session(self.engine) as session:
+            device = session.scalars(
+                select(SignalDevice).where(SignalDevice.phone_number == phone_number)
+            ).one_or_none()
+
+            if not device:
+                logger.warning(f"Cannot revoke role for unknown device: {phone_number}")
+                return False
+
+            device.roles = [record for record in device.roles if record.name != role]
+            session.commit()
+            self._update_cache(phone_number, device)
+            logger.info(f"Device {phone_number} revoked role {role}")
+            return True
+
+    def set_roles(self, phone_number: str, roles: list[Role]) -> bool:
+        """Replace all roles for a device. Called by admin over SSH."""
+        with Session(self.engine) as session:
+            device = session.scalars(
+                select(SignalDevice).where(SignalDevice.phone_number == phone_number)
+            ).one_or_none()
+
+            if not device:
+                logger.warning(f"Cannot set roles for unknown device: {phone_number}")
+                return False
+
+            role_names = [str(role) for role in roles]
+            records = session.scalars(select(RoleRecord).where(RoleRecord.name.in_(role_names))).all()
+            device.roles = records
+            session.commit()
+            self._update_cache(phone_number, device)
+            logger.info(f"Device {phone_number} roles set to {role_names}")
+            return True
+
+    # -- queries --------------------------------------------------------------
+
     def list_devices(self) -> list[SignalDevice]:
         """Return all known devices."""
         with Session(self.engine) as session:
-            return list(session.execute(select(SignalDevice)).scalars().all())
+            return list(session.scalars(select(SignalDevice)).all())
 
     def sync_identities(self) -> None:
         """Pull identity list from signal-cli and record any new ones."""
@@ -147,6 +214,8 @@ class DeviceRegistry:
             if number:
                 self.record_contact(number, safety)
 
+    # -- internals ------------------------------------------------------------
+
     def _cached(self, phone_number: str) -> _CacheEntry | None:
         """Return the cache entry if it exists and hasn't expired."""
         entry = self._contact_cache.get(phone_number)
@@ -154,32 +223,62 @@ class DeviceRegistry:
             return entry
         return None
 
-    def get_device(self, phone_number: str) -> SignalDevice | None:
+    def _load_device(self, phone_number: str) -> SignalDevice | None:
-        """Fetch a device by phone number."""
+        """Fetch a device by phone number (with joined roles)."""
         with Session(self.engine) as session:
-            return session.execute(
+            return session.scalars(select(SignalDevice).where(SignalDevice.phone_number == phone_number)).one_or_none()
-                select(SignalDevice).where(SignalDevice.phone_number == phone_number)
+
-            ).scalar_one_or_none()
+    def _update_cache(self, phone_number: str, device: SignalDevice) -> None:
+        """Refresh the cache entry for a device."""
+        ttl = _BLOCKED_TTL if device.trust_level == TrustLevel.BLOCKED else _DEFAULT_TTL
+        self._contact_cache[phone_number] = _CacheEntry(
+            expires=utcnow() + ttl,
+            trust_level=device.trust_level,
+            has_safety_number=device.safety_number is not None,
+            safety_number=device.safety_number,
+            roles=_extract_roles(device),
+        )
 
     def _set_trust(self, phone_number: str, level: str, log_msg: str | None = None) -> bool:
         """Update the trust level for a device."""
         with Session(self.engine) as session:
-            device = session.execute(
+            device = session.scalars(
                 select(SignalDevice).where(SignalDevice.phone_number == phone_number)
-            ).scalar_one_or_none()
+            ).one_or_none()
 
             if not device:
                 return False
 
             device.trust_level = level
             session.commit()
-            ttl = _BLOCKED_TTL if level == TrustLevel.BLOCKED else _DEFAULT_TTL
+            self._update_cache(phone_number, device)
-            self._contact_cache[phone_number] = _CacheEntry(
-                expires=utcnow() + ttl,
-                trust_level=level,
-                has_safety_number=device.safety_number is not None,
-                safety_number=device.safety_number,
-            )
             if log_msg:
                 logger.info(f"{log_msg}: {phone_number}")
             return True
+
+
+def _extract_roles(device: SignalDevice) -> list[Role]:
+    """Convert a device's RoleRecord objects to a list of Role enums."""
+    return [Role(record.name) for record in device.roles]
+
+
+def sync_roles(engine: Engine) -> None:
+    """Sync the Role enum to the role table, adding new and removing stale entries."""
+    expected = {role.value for role in Role}
+
+    with Session(engine) as session:
+        existing = set(session.scalars(select(RoleRecord.name)).all())
+
+        to_add = expected - existing
+        to_remove = existing - expected
+
+        for name in to_add:
+            session.add(RoleRecord(name=name))
+            logger.info(f"Role added: {name}")
+
+        if to_remove:
+            session.execute(delete(RoleRecord).where(RoleRecord.name.in_(to_remove)))
+            for name in to_remove:
+                logger.info(f"Role removed: {name}")
+
+        session.commit()

python/signal_bot/llm_client.py

@@ -21,10 +21,18 @@ class LLMClient:
         temperature: Sampling temperature.
     """
 
-    def __init__(self, model: str, host: str, port: int = 11434, *, temperature: float = 0.1) -> None:
+    def __init__(
+        self,
+        *,
+        model: str,
+        host: str,
+        port: int = 11434,
+        temperature: float = 0.1,
+        timeout: int = 300,
+    ) -> None:
         self.model = model
         self.temperature = temperature
-        self._client = httpx.Client(base_url=f"http://{host}:{port}", timeout=120)
+        self._client = httpx.Client(base_url=f"http://{host}:{port}", timeout=timeout)
 
     def chat(self, prompt: str, image_data: bytes | None = None, system: str | None = None) -> str:
         """Send a text prompt and return the response."""

python/signal_bot/main.py

@@ -3,189 +3,191 @@
 from __future__ import annotations
 
 import logging
+from dataclasses import dataclass
 from os import getenv
-from typing import Annotated
+from typing import TYPE_CHECKING, Annotated
+
+if TYPE_CHECKING:
+    from collections.abc import Callable
 
 import typer
+from alembic.command import upgrade
 from sqlalchemy.orm import Session
 from tenacity import before_sleep_log, retry, stop_after_attempt, wait_exponential
 
 from python.common import configure_logger, utcnow
+from python.database_cli import DATABASES
 from python.orm.common import get_postgres_engine
-from python.orm.richie.dead_letter_message import DeadLetterMessage
+from python.orm.signal_bot.models import DeadLetterMessage
 from python.signal_bot.commands.inventory import handle_inventory_update
-from python.signal_bot.device_registry import DeviceRegistry
+from python.signal_bot.commands.location import handle_location_request
+from python.signal_bot.device_registry import DeviceRegistry, sync_roles
 from python.signal_bot.llm_client import LLMClient
-from python.signal_bot.models import BotConfig, MessageStatus, SignalMessage
+from python.signal_bot.models import BotConfig, MessageStatus, Role, SignalMessage
 from python.signal_bot.signal_client import SignalClient
 
 logger = logging.getLogger(__name__)
 
 
-HELP_TEXT = (
+@dataclass(frozen=True, slots=True)
-    "Available commands:\n"
+class Command:
-    "  inventory <text list>  — update van inventory from a text list\n"
+    """A registered bot command."""
-    "  inventory (+ photo)    — update van inventory from a receipt photo\n"
+
-    "  status                 — show bot status\n"
+    action: Callable[[SignalMessage, str], None]
-    "  help                   — show this help message\n"
+    help_text: str
-    "Send a receipt photo with the message 'inventory' to scan it.\n"
+    role: Role | None  # None = no role required (always allowed)
-)
 
 
-def help_action(
+class Bot:
-    signal: SignalClient,
+    """Holds shared resources and dispatches incoming messages to command handlers."""
-    message: SignalMessage,
-    _llm: LLMClient,
-    _registry: DeviceRegistry,
-    _config: BotConfig,
-    _cmd: str,
-) -> None:
-    """Return the help text for the bot."""
-    signal.reply(message, HELP_TEXT)
 
+    def __init__(
+        self,
+        signal: SignalClient,
+        llm: LLMClient,
+        registry: DeviceRegistry,
+        config: BotConfig,
+    ) -> None:
+        self.signal = signal
+        self.llm = llm
+        self.registry = registry
+        self.config = config
+        self.commands: dict[str, Command] = {
+            "help": Command(action=self._help, help_text="show this help message", role=None),
+            "status": Command(action=self._status, help_text="show bot status", role=Role.STATUS),
+            "inventory": Command(
+                action=self._inventory,
+                help_text="update van inventory from a text list or receipt photo",
+                role=Role.INVENTORY,
+            ),
+            "location": Command(
+                action=self._location,
+                help_text="get current van location",
+                role=Role.LOCATION,
+            ),
+        }
 
-def status_action(
+    # -- actions --------------------------------------------------------------
-    signal: SignalClient,
-    message: SignalMessage,
-    llm: LLMClient,
-    registry: DeviceRegistry,
-    _config: BotConfig,
-    _cmd: str,
-) -> None:
-    """Return the status of the bot."""
-    models = llm.list_models()
-    model_list = ", ".join(models[:10])
-    device_count = len(registry.list_devices())
-    signal.reply(
-        message,
-        f"Bot online.\nLLM: {llm.model}\nAvailable models: {model_list}\nKnown devices: {device_count}",
-    )
 
+    def _help(self, message: SignalMessage, _cmd: str) -> None:
+        """Return help text filtered to the sender's roles."""
+        self.signal.reply(message, self._build_help(self.registry.get_roles(message.source)))
 
-def unknown_action(
+    def _status(self, message: SignalMessage, _cmd: str) -> None:
-    signal: SignalClient,
+        """Return the status of the bot."""
-    message: SignalMessage,
+        models = self.llm.list_models()
-    _llm: LLMClient,
+        model_list = ", ".join(models[:10])
-    _registry: DeviceRegistry,
+        device_count = len(self.registry.list_devices())
-    _config: BotConfig,
+        self.signal.reply(
-    cmd: str,
+            message,
-) -> None:
+            f"Bot online.\nLLM: {self.llm.model}\nAvailable models: {model_list}\nKnown devices: {device_count}",
-    """Return an error message for an unknown command."""
-    signal.reply(message, f"Unknown command: {cmd}\n\n{HELP_TEXT}")
-
-
-def inventory_action(
-    signal: SignalClient,
-    message: SignalMessage,
-    llm: LLMClient,
-    _registry: DeviceRegistry,
-    config: BotConfig,
-    _cmd: str,
-) -> None:
-    """Process an inventory update."""
-    handle_inventory_update(message, signal, llm, config.inventory_api_url)
-
-
-def dispatch(
-    message: SignalMessage,
-    signal: SignalClient,
-    llm: LLMClient,
-    registry: DeviceRegistry,
-    config: BotConfig,
-) -> None:
-    """Route an incoming message to the right command handler."""
-    source = message.source
-
-    if not registry.is_verified(source) or not registry.has_safety_number(source):
-        logger.info(f"Device {source} not verified, ignoring message")
-        return
-
-    text = message.message.strip()
-    parts = text.split()
-
-    if not parts and not message.attachments:
-        return
-
-    cmd = parts[0].lower() if parts else ""
-
-    commands = {
-        "help": help_action,
-        "status": status_action,
-        "inventory": inventory_action,
-    }
-    logger.info(f"f{source=} running {cmd=} with {message=}")
-    action = commands.get(cmd)
-    if action is None:
-        if message.attachments:
-            action = inventory_action
-            cmd = "inventory"
-        else:
-            return
-
-    action(signal, message, llm, registry, config, cmd)
-
-
-def _process_message(
-    message: SignalMessage,
-    signal: SignalClient,
-    llm: LLMClient,
-    registry: DeviceRegistry,
-    config: BotConfig,
-) -> None:
-    """Process a single message, sending it to the dead letter queue after repeated failures."""
-    max_attempts = config.max_message_attempts
-    for attempt in range(1, max_attempts + 1):
-        try:
-            safety_number = signal.get_safety_number(message.source)
-            registry.record_contact(message.source, safety_number)
-            dispatch(message, signal, llm, registry, config)
-        except Exception:
-            logger.exception(f"Failed to process message (attempt {attempt}/{max_attempts})")
-        else:
-            return
-
-    logger.error(f"Message from {message.source} failed {max_attempts} times, sending to dead letter queue")
-    with Session(config.engine) as session:
-        session.add(
-            DeadLetterMessage(
-                source=message.source,
-                message=message.message,
-                received_at=utcnow(),
-                status=MessageStatus.UNPROCESSED,
-            )
         )
-        session.commit()
 
+    def _inventory(self, message: SignalMessage, _cmd: str) -> None:
+        """Process an inventory update."""
+        handle_inventory_update(message, self.signal, self.llm, self.config.inventory_api_url)
 
-def run_loop(
+    def _location(self, message: SignalMessage, _cmd: str) -> None:
-    config: BotConfig,
+        """Reply with current van location."""
-    signal: SignalClient,
+        handle_location_request(message, self.signal, self.config.ha_url, self.config.ha_token)
-    llm: LLMClient,
-    registry: DeviceRegistry,
-) -> None:
-    """Listen for messages via WebSocket, reconnecting on failure."""
-    logger.info("Bot started — listening via WebSocket")
 
-    @retry(
+    # -- dispatch -------------------------------------------------------------
-        stop=stop_after_attempt(config.max_retries),
-        wait=wait_exponential(multiplier=config.reconnect_delay, max=config.max_reconnect_delay),
-        before_sleep=before_sleep_log(logger, logging.WARNING),
-        reraise=True,
-    )
-    def _listen() -> None:
-        for message in signal.listen():
-            logger.info(f"Message from {message.source}: {message.message[:80]}")
-            _process_message(message, signal, llm, registry, config)
 
-    try:
+    def _build_help(self, roles: list[Role]) -> str:
-        _listen()
+        """Build help text showing only the commands the user can access."""
-    except Exception:
+        is_admin = Role.ADMIN in roles
-        logger.critical("Max retries exceeded, shutting down")
+        lines = ["Available commands:"]
-        raise
+        for name, cmd in self.commands.items():
+            if cmd.role is None or is_admin or cmd.role in roles:
+                lines.append(f"  {name:20s} — {cmd.help_text}")
+        return "\n".join(lines)
+
+    def dispatch(self, message: SignalMessage) -> None:
+        """Route an incoming message to the right command handler."""
+        source = message.source
+
+        if not self.registry.is_verified(source):
+            logger.info(f"Device {source} not verified, ignoring message")
+            return
+
+        if not self.registry.has_safety_number(source) and self.registry.has_role(source, Role.ADMIN):
+            logger.warning(f"Admin device {source} missing safety number, ignoring message")
+            return
+
+        text = message.message.strip()
+        parts = text.split()
+
+        if not parts and not message.attachments:
+            return
+
+        cmd = parts[0].lower() if parts else ""
+
+        logger.info(f"f{source=} running {cmd=} with {message=}")
+
+        command = self.commands.get(cmd)
+        if command is None:
+            if message.attachments:
+                command = self.commands["inventory"]
+                cmd = "inventory"
+            else:
+                return
+
+        if command.role is not None and not self.registry.has_role(source, command.role):
+            logger.warning(f"Device {source} denied access to {cmd!r}")
+            self.signal.reply(message, f"Permission denied: you do not have the '{command.role}' role.")
+            return
+
+        command.action(message, cmd)
+
+    def process_message(self, message: SignalMessage) -> None:
+        """Process a single message, sending it to the dead letter queue after repeated failures."""
+        max_attempts = self.config.max_message_attempts
+        for attempt in range(1, max_attempts + 1):
+            try:
+                safety_number = self.signal.get_safety_number(message.source)
+                self.registry.record_contact(message.source, safety_number)
+                self.dispatch(message)
+            except Exception:
+                logger.exception(f"Failed to process message (attempt {attempt}/{max_attempts})")
+            else:
+                return
+
+        logger.error(f"Message from {message.source} failed {max_attempts} times, sending to dead letter queue")
+        with Session(self.config.engine) as session:
+            session.add(
+                DeadLetterMessage(
+                    source=message.source,
+                    message=message.message,
+                    received_at=utcnow(),
+                    status=MessageStatus.UNPROCESSED,
+                )
+            )
+            session.commit()
+
+    def run(self) -> None:
+        """Listen for messages via WebSocket, reconnecting on failure."""
+        logger.info("Bot started — listening via WebSocket")
+
+        @retry(
+            stop=stop_after_attempt(self.config.max_retries),
+            wait=wait_exponential(multiplier=self.config.reconnect_delay, max=self.config.max_reconnect_delay),
+            before_sleep=before_sleep_log(logger, logging.WARNING),
+            reraise=True,
+        )
+        def _listen() -> None:
+            for message in self.signal.listen():
+                logger.info(f"Message from {message.source}: {message.message[:80]}")
+                self.process_message(message)
+
+        try:
+            _listen()
+        except Exception:
+            logger.critical("Max retries exceeded, shutting down")
+            raise
 
 
 def main(
-    log_level: Annotated[str, typer.Option()] = "INFO",
+    log_level: Annotated[str, typer.Option()] = "DEBUG",
     llm_timeout: Annotated[int, typer.Option()] = 600,
 ) -> None:
     """Run the Signal command and control bot."""
@@ -204,11 +206,16 @@ def main(
         error = "INVENTORY_API_URL environment variable not set"
         raise ValueError(error)
 
+    signal_bot_config = DATABASES["signal_bot"].alembic_config()
+    upgrade(signal_bot_config, "head")
     engine = get_postgres_engine(name="SIGNALBOT")
+    sync_roles(engine)
     config = BotConfig(
         signal_api_url=signal_api_url,
         phone_number=phone_number,
         inventory_api_url=inventory_api_url,
+        ha_url=getenv("HA_URL"),
+        ha_token=getenv("HA_TOKEN"),
         engine=engine,
     )
 
@@ -224,7 +231,8 @@ def main(
         LLMClient(model=llm_model, host=llm_host, port=llm_port, timeout=llm_timeout) as llm,
     ):
         registry = DeviceRegistry(signal, engine)
-        run_loop(config, signal, llm, registry)
+        bot = Bot(signal, llm, registry, config)
+        bot.run()
 
 
 if __name__ == "__main__":

python/signal_bot/models.py

@@ -18,6 +18,15 @@ class TrustLevel(StrEnum):
     BLOCKED = "blocked"
 
 
+class Role(StrEnum):
+    """RBAC roles — one per command, plus admin which grants all."""
+
+    ADMIN = "admin"
+    STATUS = "status"
+    INVENTORY = "inventory"
+    LOCATION = "location"
+
+
 class MessageStatus(StrEnum):
     """Dead letter queue message status."""
 
@@ -79,6 +88,8 @@ class BotConfig(BaseModel):
     signal_api_url: str
     phone_number: str
     inventory_api_url: str
+    ha_url: str | None = None
+    ha_token: str | None = None
     engine: Engine
     reconnect_delay: int = 5
     max_reconnect_delay: int = 300

python/tools/snapshot_manager.py

@@ -34,8 +34,9 @@ def main(config_file: Path) -> None:
                 logger.error(msg)
                 signal_alert(msg)
                 continue
-
+            count_lookup = get_count_lookup(config_file, dataset.name)
-            get_snapshots_to_delete(dataset, get_count_lookup(config_file, dataset.name))
+            logger.info(f"using {count_lookup} for {dataset.name}")
+            get_snapshots_to_delete(dataset, count_lookup)
     except Exception:
         logger.exception("snapshot_manager failed")
         signal_alert("snapshot_manager failed")
@@ -99,6 +100,7 @@ def get_snapshots_to_delete(
     """
     snapshots = dataset.get_snapshots()
 
+    logger.info(f"calculating snapshots for {dataset.name} to be deleted")
     if not snapshots:
         logger.info(f"{dataset.name} has no snapshots")
         return

python/tools/whisper/Dockerfile

@@ -0,0 +1,17 @@
+FROM nvidia/cuda:12.4.1-cudnn-runtime-ubuntu22.04
+
+ENV DEBIAN_FRONTEND=noninteractive \
+    PYTHONDONTWRITEBYTECODE=1 \
+    PYTHONUNBUFFERED=1
+
+RUN apt-get update \
+    && apt-get install -y --no-install-recommends python3 python3-pip ffmpeg \
+    && rm -rf /var/lib/apt/lists/*
+
+RUN pip3 install --no-cache-dir --upgrade pip \
+    && pip3 install --no-cache-dir faster-whisper requests
+
+WORKDIR /app
+COPY python/tools/whisper/inference.py /app/inference.py
+
+ENTRYPOINT ["python3", "/app/inference.py"]

python/tools/whisper/Dockerfile.dockerignore

@@ -0,0 +1,2 @@
+*
+!python/tools/whisper/inference.py

python/tools/whisper/__init__.py

@@ -0,0 +1 @@
+"""Whisper transcription tools (host orchestrator and container entrypoint)."""

python/tools/whisper/inference.py

@@ -0,0 +1,136 @@
+"""Container entrypoint that transcribes a directory of audio files with faster-whisper.
+
+Run inside the whisper-transcribe docker image; segment timestamps are grouped
+into one-minute buckets so the output reads as ``[HH:MM:00] text``.
+"""
+
+from __future__ import annotations
+
+import argparse
+import logging
+from pathlib import Path
+
+from faster_whisper import WhisperModel
+
+logger = logging.getLogger(__name__)
+
+AUDIO_EXTENSIONS = {".mp3", ".wav", ".m4a", ".flac", ".ogg", ".opus", ".mp4", ".mkv", ".webm", ".aac"}
+BUCKET_SECONDS = 60
+BEAM_SIZE = 5
+SECONDS_PER_HOUR = 3600
+SECONDS_PER_MINUTE = 60
+
+
+def format_timestamp(total_seconds: float) -> str:
+    """Render a whole-minute timestamp as ``HH:MM:00``.
+
+    Args:
+        total_seconds: Offset in seconds from the start of the audio.
+
+    Returns:
+        A zero-padded ``HH:MM:00`` string.
+    """
+    hours = int(total_seconds // SECONDS_PER_HOUR)
+    minutes = int((total_seconds % SECONDS_PER_HOUR) // SECONDS_PER_MINUTE)
+    return f"{hours:02d}:{minutes:02d}:00"
+
+
+def transcribe_file(model: WhisperModel, audio_path: Path, output_path: Path) -> None:
+    """Transcribe one audio file and write the bucketed transcript to disk.
+
+    Args:
+        model: Loaded faster-whisper model.
+        audio_path: Source audio file.
+        output_path: Destination ``.txt`` path.
+    """
+    logger.info("Transcribing %s", audio_path)
+    segments, info = model.transcribe(
+        str(audio_path),
+        language="en",
+        beam_size=BEAM_SIZE,
+        vad_filter=True,
+    )
+    logger.info("Duration %.1fs", info.duration)
+
+    buckets: dict[int, list[str]] = {}
+    for segment in segments:
+        bucket = int(segment.start // BUCKET_SECONDS)
+        buckets.setdefault(bucket, []).append(segment.text.strip())
+
+    lines = [f"[{format_timestamp(bucket * BUCKET_SECONDS)}] {' '.join(buckets[bucket])}" for bucket in sorted(buckets)]
+    output_path.write_text("\n\n".join(lines) + "\n", encoding="utf-8")
+    logger.info("Wrote %s", output_path)
+
+
+def find_audio_files(input_directory: Path) -> list[Path]:
+    """Collect every audio file under ``input_directory``.
+
+    Args:
+        input_directory: Directory to walk recursively.
+
+    Returns:
+        Sorted list of audio file paths.
+    """
+    return sorted(
+        path for path in input_directory.rglob("*") if path.is_file() and path.suffix.lower() in AUDIO_EXTENSIONS
+    )
+
+
+def configure_container_logger() -> None:
+    """Configure logging for the container (stdout, INFO)."""
+    logging.basicConfig(
+        level=logging.INFO,
+        format="%(asctime)s %(levelname)s %(message)s",
+    )
+
+
+def parse_arguments() -> argparse.Namespace:
+    """Parse CLI arguments for the container entrypoint.
+
+    Returns:
+        Parsed argparse namespace.
+    """
+    parser = argparse.ArgumentParser(description=__doc__)
+    parser.add_argument("--input", type=Path, default=Path("/audio"))
+    parser.add_argument("--output", type=Path, default=Path("/output"))
+    parser.add_argument("--model", default="large-v3")
+    parser.add_argument(
+        "--download-only",
+        action="store_true",
+        help="Download the model into the cache volume and exit without transcribing.",
+    )
+    return parser.parse_args()
+
+
+def main() -> None:
+    """Load the model, then either exit (download-only) or transcribe the directory."""
+    configure_container_logger()
+    arguments = parse_arguments()
+
+    logger.info("Loading model %s on CUDA", arguments.model)
+    model = WhisperModel(arguments.model, device="cuda", compute_type="float16")
+
+    if arguments.download_only:
+        logger.info("Model ready; exiting (download-only mode)")
+        return
+
+    arguments.output.mkdir(parents=True, exist_ok=True)
+
+    audio_files = find_audio_files(arguments.input)
+    if not audio_files:
+        logger.warning("No audio files found in %s", arguments.input)
+        return
+
+    logger.info("Found %d audio file(s)", len(audio_files))
+    for audio_path in audio_files:
+        relative = audio_path.relative_to(arguments.input)
+        output_path = arguments.output / relative.with_suffix(".txt")
+        output_path.parent.mkdir(parents=True, exist_ok=True)
+        if output_path.exists():
+            logger.info("Skip %s (already transcribed)", relative)
+            continue
+        transcribe_file(model, audio_path, output_path)
+
+
+if __name__ == "__main__":
+    main()

python/tools/whisper/transcribe.py

@@ -0,0 +1,167 @@
+"""Build and run the whisper transcription docker container on demand.
+
+The container is started fresh for each invocation and removed on exit
+(``docker run --rm``). The model is cached in a named docker volume so
+only the first run pays the download cost.
+"""
+
+from __future__ import annotations
+
+import logging
+import subprocess
+from pathlib import Path
+from typing import Annotated
+
+import typer
+
+from python.common import configure_logger
+
+logger = logging.getLogger(__name__)
+
+
+class Config:
+    """Paths and names for the whisper-transcribe Docker workflow."""
+
+    image_tag = "whisper-transcribe:latest"
+    model_volume = "whisper-models"
+    repo_root = Path(__file__).resolve().parents[3]
+    dockerfile = Path(__file__).resolve().parent / "Dockerfile"
+    huggingface_cache = "/root/.cache/huggingface"
+
+
+def run_docker(arguments: list[str]) -> None:
+    """Run a docker subcommand, streaming output and raising on failure.
+
+    Args:
+        arguments: Arguments to pass to the ``docker`` binary.
+
+    Raises:
+        subprocess.CalledProcessError: If docker exits non-zero.
+    """
+    logger.info("docker %s", " ".join(arguments))
+    subprocess.run(["docker", *arguments], check=True)
+
+
+def build_image() -> None:
+    """Build the whisper-transcribe image using the repo root as build context."""
+    logger.info("Building image %s", Config.image_tag)
+    run_docker(
+        [
+            "build",
+            "--tag",
+            Config.image_tag,
+            "--file",
+            str(Config.dockerfile),
+            str(Config.repo_root),
+        ],
+    )
+
+
+def model_cache_present(model: str) -> bool:
+    """Check whether the given model is already downloaded in the cache volume.
+
+    Args:
+        model: faster-whisper model name (e.g. ``large-v3``).
+
+    Returns:
+        True if the HuggingFace cache directory for the model exists in the volume.
+    """
+    cache_directory = f"hub/models--Systran--faster-whisper-{model}"
+    completed = subprocess.run(
+        [
+            "docker",
+            "run",
+            "--rm",
+            "--volume",
+            f"{Config.model_volume}:/cache",
+            "alpine",
+            "test",
+            "-d",
+            f"/cache/{cache_directory}",
+        ],
+        check=False,
+    )
+    return completed.returncode == 0
+
+
+def download_model(model: str) -> None:
+    """Download the model into the cache volume and exit.
+
+    Args:
+        model: faster-whisper model name.
+    """
+    logger.info("Downloading model %s into volume %s", model, Config.model_volume)
+    run_docker(
+        [
+            "run",
+            "--rm",
+            "--device=nvidia.com/gpu=all",
+            "--ipc=host",
+            "--volume",
+            f"{Config.model_volume}:{Config.huggingface_cache}",
+            Config.image_tag,
+            "--model",
+            model,
+            "--download-only",
+        ],
+    )
+
+
+def transcribe(input_directory: Path, output_directory: Path, model: str) -> None:
+    """Run transcription on every audio file under ``input_directory``.
+
+    Args:
+        input_directory: Host path containing audio files (mounted read-only).
+        output_directory: Host path for ``.txt`` transcripts.
+        model: faster-whisper model name.
+    """
+    logger.info("Transcribing %s -> %s (model=%s)", input_directory, output_directory, model)
+    run_docker(
+        [
+            "run",
+            "--rm",
+            "--device=nvidia.com/gpu=all",
+            "--ipc=host",
+            "--volume",
+            f"{input_directory}:/audio:ro",
+            "--volume",
+            f"{output_directory}:/output",
+            "--volume",
+            f"{Config.model_volume}:{Config.huggingface_cache}",
+            Config.image_tag,
+            "--model",
+            model,
+        ],
+    )
+
+
+def main(
+    input_directory: Annotated[Path, typer.Argument(help="Directory of audio files to transcribe.")],
+    output_directory: Annotated[Path, typer.Argument(help="Directory to write .txt transcripts to.")],
+    model: Annotated[str, typer.Option(help="faster-whisper model name.")] = "large-v3",
+    *,
+    force_download: Annotated[
+        bool,
+        typer.Option("--force-download", help="Re-download the model even if already cached."),
+    ] = False,
+) -> None:
+    """Build the image, ensure the model is cached, then transcribe and stop."""
+    configure_logger()
+
+    resolved_input = input_directory.resolve(strict=True)
+    output_directory.mkdir(parents=True, exist_ok=True)
+    resolved_output = output_directory.resolve()
+
+    build_image()
+
+    if force_download or not model_cache_present(model):
+        download_model(model)
+    else:
+        logger.info("Model %s already cached in volume %s", model, Config.model_volume)
+
+    transcribe(resolved_input, resolved_output, model)
+    logger.info("Done. Container stopped.")
+
+
+if __name__ == "__main__":
+    typer.run(main)

python/van_weather/main.py

@@ -4,7 +4,7 @@ import logging
 from datetime import UTC, datetime
 from typing import Annotated, Any
 
-import requests
+import httpx
 import typer
 from apscheduler.schedulers.blocking import BlockingScheduler
 from tenacity import before_sleep_log, retry, stop_after_attempt, wait_fixed
@@ -37,7 +37,7 @@ logger = logging.getLogger(__name__)
 )
 def get_ha_state(url: str, token: str, entity_id: str) -> float:
     """Get numeric state from Home Asasistant entity."""
-    response = requests.get(
+    response = httpx.get(
         f"{url}/api/states/{entity_id}",
         headers={"Authorization": f"Bearer {token}"},
         timeout=30,
@@ -102,7 +102,7 @@ def parse_hourly_forecast(data: dict[str, dict[str, Any]]) -> list[HourlyForecas
 def fetch_weather(api_key: str, lat: float, lon: float) -> Weather:
     """Fetch weather from Pirate Weather API."""
     url = f"https://api.pirateweather.net/forecast/{api_key}/{lat},{lon}"
-    response = requests.get(url, params={"units": "us"}, timeout=30)
+    response = httpx.get(url, params={"units": "us"}, timeout=30)
     response.raise_for_status()
     data = response.json()
 
@@ -204,7 +204,7 @@ def post_to_ha(url: str, token: str, weather: Weather) -> None:
 
     for entity_id, data in sensors.items():
         if data["state"] is not None:
-            response = requests.post(f"{url}/api/states/{entity_id}", headers=headers, json=data, timeout=30)
+            response = httpx.post(f"{url}/api/states/{entity_id}", headers=headers, json=data, timeout=30)
             response.raise_for_status()
 
     # Post daily forecast as JSON attribute sensor
@@ -219,7 +219,7 @@ def post_to_ha(url: str, token: str, weather: Weather) -> None:
         for daily_forecast in weather.daily_forecasts
     ]
 
-    response = requests.post(
+    response = httpx.post(
         f"{url}/api/states/sensor.van_weather_forecast_daily",
         headers=headers,
         json={"state": len(daily_forecast), "attributes": {"forecast": daily_forecast}},
@@ -238,7 +238,7 @@ def post_to_ha(url: str, token: str, weather: Weather) -> None:
         for hourly_forecast in weather.hourly_forecasts
     ]
 
-    response = requests.post(
+    response = httpx.post(
         f"{url}/api/states/sensor.van_weather_forecast_hourly",
         headers=headers,
         json={"state": len(hourly_forecast), "attributes": {"forecast": hourly_forecast}},

shell.nix

@@ -14,8 +14,6 @@
       ssh-to-age
       gnupg
       age
-
-      audiveris
     ];
   };
 }