start handling the rest of MCP
its a BIG THING god damn.
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# lda.chat - Running Design Notes
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## Related docs
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- [authoring_sketch.md](authoring_sketch.md): `wf_authoring` direction, including `@node`, `NodeSpec`, builder ergonomics, async registry seams, and subgraph-as-node.
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- [wf_mcp_plan.md](wf_mcp_plan.md): `wf_mcp` direction as a namespaced MCP capability broker plus workflow build/run layer.
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- [scratchpad.md](scratchpad.md): rougher design history and intermediate spec notes that fed the current model.
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## What is this
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`lda.chat` is an AI agent that turns natural language requests into executable
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