refactor: extract kb_framework package, build graph in memory
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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---
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id: resource-demo
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title: Demo Resource
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type: reference
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tags: [demo]
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---
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# Demo Resource
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Raw original kept in `raw/`. Related: [Area Ops](02_areas/ops.md).
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