diff --git a/.kiro/skills/product/SKILL.md b/.kiro/skills/product/SKILL.md
index dcdcdfef8..b6dc0d386 100644
--- a/.kiro/skills/product/SKILL.md
+++ b/.kiro/skills/product/SKILL.md
@@ -1,36 +1,60 @@
 ---
 name: product
-description: Graph Explorer product overview including supported graph types, query languages, databases, key features, and high-level architecture.
-tools: ["fs_read", "grep", "glob", "web_search"]
+description: "Graph Explorer product context — supported databases, query languages, features, and architecture. Use when the user asks about Graph Explorer capabilities, deployment options, supported databases, query language choices, or how the system is structured."
 ---
 
 # Graph Explorer Product Overview
 
-Graph Explorer is a React-based web application that enables users to visualize and explore graph data without writing queries. It supports multiple graph database types and query languages.
+Graph Explorer is a React-based web application for visualizing and exploring graph data without writing queries. It supports multiple graph databases and query languages through a connector abstraction.
 
-## Core Purpose
+## Quickstart
 
-- Visualize property graphs (LPG) and RDF data
-- Interactive graph exploration without requiring query knowledge
-- Connect to various graph databases over HTTP
+Clone the repo and launch with the Air Routes sample dataset:
 
-## Supported Graph Types & Query Languages
+```bash
+cd graph-explorer/samples/air_routes
+docker compose up
+```
 
-- **Property Graphs**: Gremlin, openCypher
-- **RDF Graphs**: SPARQL 1.1 protocol
-- **Databases**: Amazon Neptune, Amazon Neptune Analytics, Apache TinkerPop Gremlin Server REST endpoints, JanusGraph
+Open [http://localhost:8080/explorer](http://localhost:8080/explorer). A default Gremlin connection is pre-configured.
+
+For production deployment, pull the official image from ECR Public:
+
+```bash
+docker pull public.ecr.aws/neptune/graph-explorer
+docker run -p 80:80 -p 443:443 --env HOST=localhost public.ecr.aws/neptune/graph-explorer
+```
+
+Then open `https://localhost/explorer`.
+
+## Supported Databases & Query Languages
+
+| Graph Model | Query Language | Databases |
+|---|---|---|
+| Property Graph (LPG) | Gremlin | Amazon Neptune, Apache TinkerPop Gremlin Server, JanusGraph |
+| Property Graph (LPG) | openCypher | Amazon Neptune, Amazon Neptune Analytics |
+| RDF | SPARQL 1.1 | Amazon Neptune |
+
+**When to use which:**
+- **Gremlin** — Traversal-based queries on property graphs. Best for path-finding and step-by-step graph walks.
+- **openCypher** — Declarative pattern matching on property graphs. Best for subgraph pattern queries.
+- **SPARQL** — RDF triple pattern matching. Required when the data is RDF/linked data.
 
 ## Key Features
 
-- **Connections Management**: Create and manage database connections
-- **Graph Visualization**: Interactive graph view with search, custom queries, and styling
-- **Tabular View**: Show/hide nodes and edges, export to CSV/JSON
-- **Data Explorer**: List all nodes and properties for a specific node type and send to graph view
-- **Schema Explorer**: View node types and their relationships as a graph
-- **Authentication**: AWS IAM authentication via SigV4 signing protocol
+- **Connections**: Create and manage database connections (`Connections` page). See `docs/features/connections.md`.
+- **Graph View**: Interactive canvas with search, neighbor expansion, custom queries, and node styling. See `docs/features/graph-view.md`.
+- **Data Table**: Paginated tabular view with export to CSV/JSON. See `docs/features/data-table.md`.
+- **Schema View**: Visual overview of node types and edge relationships. See `docs/features/schema-view.md`.
+- **AWS IAM Auth**: SigV4 signing via the proxy server for Neptune connections.
 
 ## Architecture
 
-- **Frontend**: TypeScript React application served via Vite
-- **Backend**: Express.js proxy server for authentication and request routing
-- **Deployment**: Docker containers, supports local and cloud deployment (EC2, ECS)
+Two packages in a pnpm monorepo:
+
+- **`packages/graph-explorer`** — React client. Constructs queries, manages state (Jotai atoms), renders the graph (Cytoscape.js), and caches remote data (TanStack Query).
+- **`packages/graph-explorer-proxy-server`** — Express server. Forwards requests to the database, handles SigV4 signing for Neptune, and serves built client assets.
+
+The proxy exists because browsers cannot perform SigV4 signing directly. For non-Neptune databases, the client can connect to the endpoint directly (no proxy required). All user data (preferences, connections, query history) is stored client-side in IndexedDB via localforage.
+
+See `docs/architecture.md` for the full system diagram and library reference.