feat: port contexts layer and MCP parity
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@@ -14,7 +14,7 @@ RA-OS exposes these core standalone MCP tools:
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| Tool | Description |
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|------|-------------|
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| `getContext` | Graph overview: stats, hub nodes, dimensions, recent activity, skills |
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| `getContext` | Graph overview: stats, contexts, hub nodes, dimensions, recent activity, skills |
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| `queryNodes` | Search nodes by keyword/dimensions/date |
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| `getNodesById` | Fetch full nodes by ID |
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| `createNode` | Create a node |
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+3
-2
@@ -76,7 +76,8 @@ If you want real-time UI updates when nodes are created:
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| Tool | Description |
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|------|-------------|
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| `getContext` | Get graph overview — stats, hub nodes, dimensions, recent activity. Called first automatically. |
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| `getContext` | Get graph overview — stats, contexts, hub nodes, dimensions, recent activity. Called first automatically. |
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| `queryContexts` | List contexts, inspect a context, or search contexts by name/description. |
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| `createNode` | Create a new node (title/source/dimensions) |
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| `queryNodes` | Search existing nodes by keyword |
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| `updateNode` | Update an existing node |
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@@ -101,7 +102,7 @@ If you want real-time UI updates when nodes are created:
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Once connected, the MCP server instructs Claude to:
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1. **Call `getContext` first** to orient itself (hub nodes, dimensions, stats, available skills)
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1. **Call `getContext` first** to orient itself (contexts, hub nodes, dimensions, stats, available skills)
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2. **Proactively capture knowledge** — when a new insight, decision, person, or reference surfaces, it proposes a specific node (title, dimensions, description) so you can approve with minimal friction
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3. **Read skills for complex tasks** — skills provide reusable procedural instructions for graph operations and workflows
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4. **Search before creating** to avoid duplicates
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