Fix typos and enhance README content

Improved clarity in the README.
Add MIT License to the project
2026-03-06 03:52:47 -05:00 · 2026-02-25 18:50:59 -05:00 · 2026-02-24 21:11:24 -05:00 · 2026-02-24 21:10:51 -05:00 · 2026-02-24 21:04:56 -05:00 · 2026-02-24 21:02:43 -05:00
8 changed files with 228 additions and 413 deletions
--- a/21
+++ b/21
@@ -0,0 +1,21 @@
 MIT License
 Copyright (c) 2026 Steven Jannette
 Permission is hereby granted, free of charge, to any person obtaining a copy
 of this software and associated documentation files (the "Software"), to deal
 in the Software without restriction, including without limitation the rights
 to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
 copies of the Software, and to permit persons to whom the Software is
 furnished to do so, subject to the following conditions:
 The above copyright notice and this permission notice shall be included in all
 copies or substantial portions of the Software.
 THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
 IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
 FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
 AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
 LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
 OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
 SOFTWARE.
--- a/README.md
+++ b/README.md
@@ -1,10 +1,10 @@
 # kongruity
-kongruity pulls in the unstructured artifacts of the creative-engineering process -- to-dos, action items, agile tickets, Jira comment threads, Slack threads, retrospective notes -- and synthesizes them into semantically coherent, prioritized clusters ready for implementation planning.
+kongruity pulls in unstructured artifacts of the creative-engineering process -- to-dos, action items, agile tickets, Jira thread comments, Slack thread comments, retrospective notes -- and synthesizes them into semantically coherent, prioritized clusters that can be incorporated into implementation planning.
-In kongruity world, these artifacts are "sticky notes." A board full of them looks chaotic. With a click, an LLM analyzes their semantic meaning and groups them into thematic clusters, each with a descriptive header. 
+In kongruity world, the artifacts become "sticky notes." A board full of them looks chaotic. With a click, the LLM analyzes their semantic meaning and groups them into thematic clusters, each with a descriptive header. 
-An independent embedding-based evaluation scores clustering quality, so the output is data-backed. From there, teams can simply drag-and-rank clusters by implementation priority, turning noise into an actionable workflow.
+An independent embedding-based evaluation model scores clustering quality, so the output is qualitatively refined. From there, teams can drag-and-rank related task clusters by implementation priority - turning noise into an actionable workflow.
 ## How it works
@@ -14,9 +14,14 @@ An independent embedding-based evaluation scores clustering quality, so the outp
 4. **Validate** — Structural checks confirm every note is assigned to exactly one cluster, no clusters are empty, and labels are present.
 5. **Prioritize** — Clusters appear ranked and are drag-reorderable. Teams set implementation priority by dragging clusters into position.
-## Dev implementation note
+## Dev implementation notes 
-Developers may swap in other LLM SDKs/APIs and alter prompt syntax in `backend/services/clustering.service.js` to experiment with any model or platform.
+As of 03.04.2026, two of the above-described features are in the planning and implementation phase:
 1. **Ingestion** - The implementation goal is a system for easily tagging items/issues mentioned in Slack, Jira comments, etc. (similar to hashtagging), and running batch "pulls" of these tagged items into kongruity via REST API interface.
 2. **Prioritization** -- The final prioritization and planning stage will ultimately result in "pushing" these ordered items back **out** into Jira, Asana, Rally (etc.), for incorporation into Epic/Sprint workflows. 
 Also, developers may swap in other LLM SDKs/APIs and alter prompt syntax in `backend/services/clustering.service.js` to experiment with any model or platform of their choice.
 ## Prerequisites
@@ -144,3 +149,5 @@ This runs Vitest with jsdom. For watch mode during development:
 ```bash
 npm run test:watch
 ```
--- a/backend/data/notes.json
+++ b/backend/data/notes.json
@@ -1,402 +0,0 @@
 [
  {
    "id": "note_038",
    "text": "Live follow mode frequently breaks",
    "x": 710,
    "y": 579,
    "author": "user_9",
    "color": "yellow"
  },
  {
    "id": "note_005",
    "text": "SSO login loops back to the sign-in page",
    "x": 184,
    "y": 124,
    "author": "user_7",
    "color": "yellow"
  },
  {
    "id": "note_023",
    "text": "Undo/redo sometimes lags and applies late",
    "x": 236,
    "y": 687,
    "author": "user_9",
    "color": "purple"
  },
  {
    "id": "note_017",
    "text": "Exported file names are inconsistent and hard to track",
    "x": 676,
    "y": 201,
    "author": "user_4",
    "color": "blue"
  },
  {
    "id": "note_049",
    "text": "Need better controls for aligning and distributing notes",
    "x": 462,
    "y": 487,
    "author": "user_7",
    "color": "green"
  },
  {
    "id": "note_010",
    "text": "OAuth consent screen appears every time I sign in",
    "x": 228,
    "y": 124,
    "author": "user_9",
    "color": "yellow"
  },
  {
    "id": "note_036",
    "text": "Cursor presence is distracting and overlaps content",
    "x": 788,
    "y": 605,
    "author": "user_5",
    "color": "yellow"
  },
  {
    "id": "note_011",
    "text": "Need better export options (PDF quality is too low)",
    "x": 748,
    "y": 212,
    "author": "user_9",
    "color": "green"
  },
  {
    "id": "note_012",
    "text": "Exported PDF cuts off content near the edges",
    "x": 733,
    "y": 159,
    "author": "user_6",
    "color": "blue"
  },
  {
    "id": "note_019",
    "text": "Embedded exports don’t update when the board changes",
    "x": 662,
    "y": 132,
    "author": "user_1",
    "color": "blue"
  },
  {
    "id": "note_020",
    "text": "Can’t export comments and reactions with the content",
    "x": 739,
    "y": 139,
    "author": "user_7",
    "color": "green"
  },
  {
    "id": "note_039",
    "text": "Guest collaborators can’t see updates without refreshing",
    "x": 759,
    "y": 711,
    "author": "user_9",
    "color": "yellow"
  },
  {
    "id": "note_024",
    "text": "App crashes when opening a large board",
    "x": 239,
    "y": 597,
    "author": "user_10",
    "color": "purple"
  },
  {
    "id": "note_041",
    "text": "Hard to find the right template quickly",
    "x": 536,
    "y": 394,
    "author": "user_4",
    "color": "orange"
  },
  {
    "id": "note_040",
    "text": "Activity feed lacks context about what changed",
    "x": 710,
    "y": 771,
    "author": "user_7",
    "color": "yellow"
  },
  {
    "id": "note_014",
    "text": "Export takes too long and sometimes never finishes",
    "x": 798,
    "y": 211,
    "author": "user_2",
    "color": "green"
  },
  {
    "id": "note_031",
    "text": "Hard to tell who is editing what in real time",
    "x": 761,
    "y": 704,
    "author": "user_8",
    "color": "yellow"
  },
  {
    "id": "note_032",
    "text": "Comments get lost — no clear thread view",
    "x": 818,
    "y": 641,
    "author": "user_5",
    "color": "yellow"
  },
  {
    "id": "note_050",
    "text": "Can’t lock sections to prevent accidental edits during workshops",
    "x": 521,
    "y": 471,
    "author": "user_6",
    "color": "orange"
  },
  {
    "id": "note_001",
    "text": "Login flow feels confusing",
    "x": 193,
    "y": 191,
    "author": "user_5",
    "color": "yellow"
  },
  {
    "id": "note_025",
    "text": "Saving indicator spins but changes aren’t saved",
    "x": 129,
    "y": 781,
    "author": "user_3",
    "color": "purple"
  },
  {
    "id": "note_021",
    "text": "Board feels slow when there are many sticky notes",
    "x": 341,
    "y": 695,
    "author": "user_10",
    "color": "purple"
  },
  {
    "id": "note_002",
    "text": "Login flow is broken on mobile",
    "x": 214,
    "y": 281,
    "author": "user_9",
    "color": "yellow"
  },
  {
    "id": "note_046",
    "text": "Tags are missing — I need better categorization",
    "x": 472,
    "y": 435,
    "author": "user_6",
    "color": "green"
  },
  {
    "id": "note_018",
    "text": "No way to schedule recurring exports for stakeholders",
    "x": 661,
    "y": 229,
    "author": "user_9",
    "color": "blue"
  },
  {
    "id": "note_034",
    "text": "Too many notification emails for minor edits",
    "x": 769,
    "y": 739,
    "author": "user_9",
    "color": "yellow"
  },
  {
    "id": "note_003",
    "text": "When I enter my username and password I get an unknown error",
    "x": 189,
    "y": 193,
    "author": "user_2",
    "color": "yellow"
  },
  {
    "id": "note_008",
    "text": "Cannot change my password — save button does nothing",
    "x": 244,
    "y": 188,
    "author": "user_2",
    "color": "orange"
  },
  {
    "id": "note_015",
    "text": "Sharing link permissions are confusing",
    "x": 688,
    "y": 290,
    "author": "user_6",
    "color": "blue"
  },
  {
    "id": "note_033",
    "text": "Mentions (@) don’t notify the right people",
    "x": 696,
    "y": 669,
    "author": "user_5",
    "color": "yellow"
  },
  {
    "id": "note_006",
    "text": "Two-factor code is rejected even when correct",
    "x": 162,
    "y": 213,
    "author": "user_1",
    "color": "yellow"
  },
  {
    "id": "note_028",
    "text": "High CPU usage even when idle on a board",
    "x": 190,
    "y": 695,
    "author": "user_8",
    "color": "purple"
  },
  {
    "id": "note_009",
    "text": "Account gets locked too quickly after one failed attempt",
    "x": 280,
    "y": 255,
    "author": "user_10",
    "color": "orange"
  },
  {
    "id": "note_029",
    "text": "Offline mode loses edits when reconnecting",
    "x": 338,
    "y": 632,
    "author": "user_1",
    "color": "pink"
  },
  {
    "id": "note_035",
    "text": "No notification when someone resolves my comment",
    "x": 673,
    "y": 636,
    "author": "user_2",
    "color": "blue"
  },
  {
    "id": "note_037",
    "text": "Can’t easily hand off facilitation to another user",
    "x": 816,
    "y": 707,
    "author": "user_2",
    "color": "yellow"
  },
  {
    "id": "note_013",
    "text": "Cannot export selected area — only full board exports",
    "x": 696,
    "y": 205,
    "author": "user_4",
    "color": "green"
  },
  {
    "id": "note_016",
    "text": "Downloaded image is blurry compared to the canvas",
    "x": 677,
    "y": 245,
    "author": "user_5",
    "color": "blue"
  },
  {
    "id": "note_043",
    "text": "Can’t organize boards into folders the way I need",
    "x": 504,
    "y": 398,
    "author": "user_4",
    "color": "green"
  },
  {
    "id": "note_022",
    "text": "Canvas freezes for a few seconds when zooming",
    "x": 254,
    "y": 707,
    "author": "user_8",
    "color": "pink"
  },
  {
    "id": "note_026",
    "text": "Search is slow on boards with lots of content",
    "x": 253,
    "y": 658,
    "author": "user_2",
    "color": "pink"
  },
  {
    "id": "note_048",
    "text": "Duplicating a board loses some formatting",
    "x": 382,
    "y": 410,
    "author": "user_10",
    "color": "orange"
  },
  {
    "id": "note_007",
    "text": "I’m logged out unexpectedly after a few minutes",
    "x": 185,
    "y": 157,
    "author": "user_3",
    "color": "yellow"
  },
  {
    "id": "note_045",
    "text": "No bulk rename for multiple sticky notes",
    "x": 455,
    "y": 427,
    "author": "user_1",
    "color": "green"
  },
  {
    "id": "note_042",
    "text": "Template search results feel irrelevant",
    "x": 400,
    "y": 474,
    "author": "user_6",
    "color": "orange"
  },
  {
    "id": "note_044",
    "text": "Naming conventions aren’t enforced and things get messy",
    "x": 469,
    "y": 434,
    "author": "user_9",
    "color": "green"
  },
  {
    "id": "note_004",
    "text": "Password reset email never arrives",
    "x": 207,
    "y": 267,
    "author": "user_9",
    "color": "yellow"
  },
  {
    "id": "note_047",
    "text": "Hard to keep consistent styles across boards",
    "x": 420,
    "y": 426,
    "author": "user_8",
    "color": "green"
  },
  {
    "id": "note_030",
    "text": "I see random 'something went wrong' banners with no details",
    "x": 214,
    "y": 594,
    "author": "user_5",
    "color": "purple"
  },
  {
    "id": "note_027",
    "text": "Scrolling stutters on older laptops",
    "x": 178,
    "y": 586,
    "author": "user_7",
    "color": "pink"
  }
 ]
--- a/backend/db/README.md
+++ b/backend/db/README.md
@@ -0,0 +1,131 @@
 # Database — kongruity backend
 PostgreSQL database layer for the kongruity backend. All database modules live in this directory.
 ## Prerequisites
 - PostgreSQL v14 or later
 - The `DATABASE_URL` environment variable set in `backend/.env`
 ## Configuration
 ### Environment variable
 The connection pool reads a single env var:
 ```
 DATABASE_URL=postgresql://<user>:<password>@localhost:5432/kongruity
 ```
 This is loaded via `dotenv` from `backend/.env` (git-ignored). The pool is created once in `index.js` and shared across the application.
 ### Connection pool (`index.js`)
 | Export      | Description                                      |
 |-------------|--------------------------------------------------|
 | `query`     | Execute a parameterized SQL statement             |
 | `getPool`   | Return the underlying `pg.Pool` instance          |
 | `close`     | Gracefully shut down the pool (`pool.end()`)      |
 | `default`   | The pool itself (default export)                  |
 ## Schema
 ### `notes` table
 Created by the migration in `migrate.js`. The DDL is idempotent (`CREATE TABLE IF NOT EXISTS`).
 | Column        | Type           | Constraints / Defaults       |
 |---------------|----------------|------------------------------|
 | `id`          | `VARCHAR(64)`  | `PRIMARY KEY`                |
 | `text`        | `TEXT`         | `NOT NULL`                   |
 | `x`           | `INTEGER`      | `DEFAULT 0`                  |
 | `y`           | `INTEGER`      | `DEFAULT 0`                  |
 | `author`      | `VARCHAR(128)` |                              |
 | `color`       | `VARCHAR(32)`  | `DEFAULT 'yellow'`           |
 | `source_meta` | `JSONB`        | `DEFAULT '{}'`               |
 | `created_at`  | `TIMESTAMPTZ`  | `DEFAULT NOW()`              |
 | `updated_at`  | `TIMESTAMPTZ`  | `DEFAULT NOW()`              |
 ## npm scripts
 Run these from the `backend/` directory.
 ### Migrate
 Creates the `notes` table (safe to re-run):
 ```bash
 npm run db:migrate
 ```
 ### Seed
 Inserts 50 sample sticky notes. Uses `ON CONFLICT (id) DO NOTHING`, so re-running is safe and will not duplicate data:
 ```bash
 npm run db:seed
 ```
 ## Data access layer (`notes.dao.js`)
 | Function                  | Description                                                        |
 |---------------------------|--------------------------------------------------------------------|
 | `getAllNotes()`           | Returns all notes ordered by `id`                                   |
 | `getNoteById(id)`        | Returns a single note by primary key, or `null` if not found        |
 | `createNote(note)`       | Inserts one note and returns the created row                        |
 | `createNotes(notes)`     | Bulk-inserts an array of notes in a single query and returns rows   |
 All functions return plain objects with columns: `id`, `text`, `x`, `y`, `author`, `color`.
 ## File overview
 ```
 db/
 ├── index.js         # Connection pool and query helper
 ├── migrate.js       # Table creation (run via npm run db:migrate)
 ├── notes.dao.js     # Data access functions for the notes table
 ├── seed.js          # Sample data seeder (run via npm run db:seed)
 └── README.md        # This file
 ```
 ## Useful psql commands
 Connect to the database:
 ```bash
 psql kongruity
 ```
 Quick checks:
 ```sql
 -- Row count
 SELECT count(*) FROM notes;
 -- Preview data
 SELECT id, text, color FROM notes LIMIT 10;
 -- Full schema info
 \d notes
 -- Drop and re-seed (destructive)
 TRUNCATE notes;
 ```
 Then re-seed:
 ```bash
 npm run db:seed
 ```
 ## Resetting the database
 To start completely fresh:
 ```bash
 dropdb kongruity
 createdb kongruity
 cd backend
 npm run db:migrate
 npm run db:seed
 ```
--- a/backend/db/seed.js
+++ b/backend/db/seed.js
@@ -1,14 +1,61 @@
 import 'dotenv/config';
 import { readFile } from 'fs/promises';
 import { query, close } from './index.js';
-const NOTES_PATH = new URL('../data/notes.json', import.meta.url);
+const notes = [
  { id: 'note_001', text: 'Login flow feels confusing', x: 193, y: 191, author: 'user_5', color: 'yellow' },
  { id: 'note_002', text: 'Login flow is broken on mobile', x: 214, y: 281, author: 'user_9', color: 'yellow' },
  { id: 'note_003', text: 'When I enter my username and password I get an unknown error', x: 189, y: 193, author: 'user_2', color: 'yellow' },
  { id: 'note_004', text: 'Password reset email never arrives', x: 207, y: 267, author: 'user_9', color: 'yellow' },
  { id: 'note_005', text: 'SSO login loops back to the sign-in page', x: 184, y: 124, author: 'user_7', color: 'yellow' },
  { id: 'note_006', text: 'Two-factor code is rejected even when correct', x: 162, y: 213, author: 'user_1', color: 'yellow' },
  { id: 'note_007', text: "I'm logged out unexpectedly after a few minutes", x: 185, y: 157, author: 'user_3', color: 'yellow' },
  { id: 'note_008', text: 'Cannot change my password — save button does nothing', x: 244, y: 188, author: 'user_2', color: 'orange' },
  { id: 'note_009', text: 'Account gets locked too quickly after one failed attempt', x: 280, y: 255, author: 'user_10', color: 'orange' },
  { id: 'note_010', text: 'OAuth consent screen appears every time I sign in', x: 228, y: 124, author: 'user_9', color: 'yellow' },
  { id: 'note_011', text: 'Need better export options (PDF quality is too low)', x: 748, y: 212, author: 'user_9', color: 'green' },
  { id: 'note_012', text: 'Exported PDF cuts off content near the edges', x: 733, y: 159, author: 'user_6', color: 'blue' },
  { id: 'note_013', text: 'Cannot export selected area — only full board exports', x: 696, y: 205, author: 'user_4', color: 'green' },
  { id: 'note_014', text: 'Export takes too long and sometimes never finishes', x: 798, y: 211, author: 'user_2', color: 'green' },
  { id: 'note_015', text: 'Sharing link permissions are confusing', x: 688, y: 290, author: 'user_6', color: 'blue' },
  { id: 'note_016', text: 'Downloaded image is blurry compared to the canvas', x: 677, y: 245, author: 'user_5', color: 'blue' },
  { id: 'note_017', text: 'Exported file names are inconsistent and hard to track', x: 676, y: 201, author: 'user_4', color: 'blue' },
  { id: 'note_018', text: 'No way to schedule recurring exports for stakeholders', x: 661, y: 229, author: 'user_9', color: 'blue' },
  { id: 'note_019', text: "Embedded exports don't update when the board changes", x: 662, y: 132, author: 'user_1', color: 'blue' },
  { id: 'note_020', text: "Can't export comments and reactions with the content", x: 739, y: 139, author: 'user_7', color: 'green' },
  { id: 'note_021', text: 'Board feels slow when there are many sticky notes', x: 341, y: 695, author: 'user_10', color: 'purple' },
  { id: 'note_022', text: 'Canvas freezes for a few seconds when zooming', x: 254, y: 707, author: 'user_8', color: 'pink' },
  { id: 'note_023', text: 'Undo/redo sometimes lags and applies late', x: 236, y: 687, author: 'user_9', color: 'purple' },
  { id: 'note_024', text: 'App crashes when opening a large board', x: 239, y: 597, author: 'user_10', color: 'purple' },
  { id: 'note_025', text: "Saving indicator spins but changes aren't saved", x: 129, y: 781, author: 'user_3', color: 'purple' },
  { id: 'note_026', text: 'Search is slow on boards with lots of content', x: 253, y: 658, author: 'user_2', color: 'pink' },
  { id: 'note_027', text: 'Scrolling stutters on older laptops', x: 178, y: 586, author: 'user_7', color: 'pink' },
  { id: 'note_028', text: 'High CPU usage even when idle on a board', x: 190, y: 695, author: 'user_8', color: 'purple' },
  { id: 'note_029', text: 'Offline mode loses edits when reconnecting', x: 338, y: 632, author: 'user_1', color: 'pink' },
  { id: 'note_030', text: "I see random 'something went wrong' banners with no details", x: 214, y: 594, author: 'user_5', color: 'purple' },
  { id: 'note_031', text: 'Hard to tell who is editing what in real time', x: 761, y: 704, author: 'user_8', color: 'yellow' },
  { id: 'note_032', text: 'Comments get lost — no clear thread view', x: 818, y: 641, author: 'user_5', color: 'yellow' },
  { id: 'note_033', text: "Mentions (@) don't notify the right people", x: 696, y: 669, author: 'user_5', color: 'yellow' },
  { id: 'note_034', text: 'Too many notification emails for minor edits', x: 769, y: 739, author: 'user_9', color: 'yellow' },
  { id: 'note_035', text: 'No notification when someone resolves my comment', x: 673, y: 636, author: 'user_2', color: 'blue' },
  { id: 'note_036', text: 'Cursor presence is distracting and overlaps content', x: 788, y: 605, author: 'user_5', color: 'yellow' },
  { id: 'note_037', text: "Can't easily hand off facilitation to another user", x: 816, y: 707, author: 'user_2', color: 'yellow' },
  { id: 'note_038', text: 'Live follow mode frequently breaks', x: 710, y: 579, author: 'user_9', color: 'yellow' },
  { id: 'note_039', text: "Guest collaborators can't see updates without refreshing", x: 759, y: 711, author: 'user_9', color: 'yellow' },
  { id: 'note_040', text: 'Activity feed lacks context about what changed', x: 710, y: 771, author: 'user_7', color: 'yellow' },
  { id: 'note_041', text: 'Hard to find the right template quickly', x: 536, y: 394, author: 'user_4', color: 'orange' },
  { id: 'note_042', text: 'Template search results feel irrelevant', x: 400, y: 474, author: 'user_6', color: 'orange' },
  { id: 'note_043', text: "Can't organize boards into folders the way I need", x: 504, y: 398, author: 'user_4', color: 'green' },
  { id: 'note_044', text: "Naming conventions aren't enforced and things get messy", x: 469, y: 434, author: 'user_9', color: 'green' },
  { id: 'note_045', text: 'No bulk rename for multiple sticky notes', x: 455, y: 427, author: 'user_1', color: 'green' },
  { id: 'note_046', text: 'Tags are missing — I need better categorization', x: 472, y: 435, author: 'user_6', color: 'green' },
  { id: 'note_047', text: 'Hard to keep consistent styles across boards', x: 420, y: 426, author: 'user_8', color: 'green' },
  { id: 'note_048', text: 'Duplicating a board loses some formatting', x: 382, y: 410, author: 'user_10', color: 'orange' },
  { id: 'note_049', text: 'Need better controls for aligning and distributing notes', x: 462, y: 487, author: 'user_7', color: 'green' },
  { id: 'note_050', text: "Can't lock sections to prevent accidental edits during workshops", x: 521, y: 471, author: 'user_6', color: 'orange' },
 ];
 const run = async () => {
  try {
    const raw = await readFile(NOTES_PATH, 'utf-8');
    const notes = JSON.parse(raw);
    const insertQuery = `
      INSERT INTO notes (id, text, x, y, author, color)
      VALUES ($1, $2, $3, $4, $5, $6)
--- a/backend/services/embedding.service.js
+++ b/backend/services/embedding.service.js
@@ -13,7 +13,7 @@ export const embedNotes = async (notes) => {
  const response = await client.embed({
    input: texts,
-    model: "voyage-3-lite",
+    model: "voyage-3",
  });
  const embeddingMap = new Map();
--- a/frontend/src/components/stickies.tsx
+++ b/frontend/src/components/stickies.tsx
@@ -109,6 +109,9 @@ const Stickies = () => {
                <span className="cluster-rank" aria-label={`Priority ${group.rank}`}>
                  {group.rank}
                </span>
                {group.rank === 1 && (
                  <span className="cluster-reorder-hint">Drag and drop to reorganize cluster priority</span>
                )}
                <h3 className="cluster-label">{group.label}</h3>
                <span className="cluster-drag-handle" aria-hidden="true">⠿</span>
              </div>
--- a/frontend/src/styles/stickies.css
+++ b/frontend/src/styles/stickies.css
@@ -60,6 +60,14 @@
  flex-shrink: 0;
 }
 .cluster-reorder-hint {
  font-size: 0.8em;
  color: #9ca3af;
  font-style: italic;
  white-space: nowrap;
  flex-shrink: 0;
 }
 .cluster-label {
  margin: 0;
  font-size: 1.2em;
Author	SHA1	Message	Date
S Jannette	9636be78c9	Fix typos and enhance README content Improved clarity in the README.	2026-03-06 03:52:47 -05:00
S Jannette	a50ca5c171	Add MIT License to the project	2026-02-25 18:50:59 -05:00
S Jannette	e271702bca	Fix typo in README.md regarding implementation planning Corrected 'incoporated in' to 'incoporated into' for clarity.	2026-02-24 21:11:24 -05:00
S Jannette	d3d76b1d0d	Refine README.md content for clarity and accuracy Updated descriptions for clarity and corrected typos.	2026-02-24 21:10:51 -05:00
S Jannette	8cae0665db	Merge pull request #16 from kjannette/refinements Refinements	2026-02-24 21:04:56 -05:00
KS Jannette	21453aab7d	UI development	2026-02-24 21:02:43 -05:00
KS Jannette	691186e02c	upgraded scoring algorithm model	2026-02-24 20:55:19 -05:00
S Jannette	fd48aaab4d	Merge pull request #15 from kjannette/test-data-xfer further DB infra buildout	2026-02-24 19:41:31 -05:00
KS Jannette	0b56d0d6c4	further DB infra buildout	2026-02-24 19:38:35 -05:00
S Jannette	0d22998c2e	Merge pull request #14 from kjannette/db-build db created, added tests -- tentative	2026-02-24 19:26:55 -05:00