split agent: parallel execution, agent-driven edges, no MCP overhead
- Refactor split from serial batch to independent per-node tasks (run-agent split N spawns N parallel tasks, gated by llm_concurrency) - Replace cosine similarity edge inheritance with agent-assigned neighbors in the plan JSON — the LLM already understands the semantic relationships, no need to approximate with bag-of-words - Add --strict-mcp-config to claude CLI calls to skip MCP server startup (saves ~5s per call) - Remove hardcoded 2000-char split threshold — let the agent decide what's worth splitting - Reload store before mutations to handle concurrent split races
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@ -43,12 +43,14 @@ Output a JSON block describing the split plan:
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{
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"key": "new-key-1",
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"description": "Brief description of what this child covers",
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"sections": ["Section Header 1", "Section Header 2"]
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"sections": ["Section Header 1", "Section Header 2"],
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"neighbors": ["neighbor-key-a", "neighbor-key-b"]
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},
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{
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"key": "new-key-2",
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"description": "Brief description of what this child covers",
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"sections": ["Section Header 3", "Another Section"]
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"sections": ["Section Header 3", "Another Section"],
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"neighbors": ["neighbor-key-c"]
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}
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]
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}
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@ -79,6 +81,14 @@ in each child. These don't need to be exact matches; they're hints
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that help the extractor know what to include. Content that spans topics
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or doesn't have a clear header can be mentioned in the description.
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## Neighbor assignment
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The "neighbors" field assigns the parent's graph edges to each child.
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Look at the neighbor list — each neighbor should go to whichever child
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is most semantically related. A neighbor can appear in multiple children
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if it's relevant to both. Every neighbor should be assigned to at least
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one child so no graph connections are lost.
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{{TOPOLOGY}}
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## Node to review
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