Scripts become thin CLIs over kb_framework (graph, query, query_tools, vault, instructions) so the hosted read-only connector shares one implementation with the stdio server. The MCP server builds the graph from Markdown on demand and invalidates it on writes; refresh_graph rebuilds in memory and reports validation problems. Pre-commit hook validates only; index/graph.json is no longer read, written or staged (generate-graph.py --write remains for operators). Golden fixtures pin graph and tool payloads to the previous output. Agent and skill docs updated to match. Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com>
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16 lines
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---
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id: project-alpha
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title: Project Alpha
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type: project
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status: active
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tags: [alpha, demo]
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repo: alpha
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last_reviewed: 2026-01-01
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---
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# Project Alpha
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Depends on [Area Ops](area-ops){"type":"depends-on","link-info":"operations area"}.
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See [the demo resource](resource-demo) — resource landing page.
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External: [MCP spec](https://modelcontextprotocol.io/).
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