feat(memory): embedding foundation — ONNX runtime, provisioning, embed-on-write, backfill (memory-core-redesign slice 2) - #1577

Merged

Aaronontheweb merged 10 commits into

netclaw-dev:feature/memory-embeddingsfrom

Aaronontheweb:redesign/slice-2-embedding-foundation

Jul 5, 2026

Commits on Jul 4, 2026

feat(embeddings): standalone ONNX embedding runtime + model provisioner
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feat(memory): IMemoryEmbedder seam, content hasher, vector index, embeddings schema
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feat(memory): mark tasks 2.1-2.6 complete (opsx: memory-core-redesign slice 2)
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feat(memory): embed-on-write foundation — holder, coordinator, store seams, config (opsx: memory-core-redesign slice 2, tasks 2.7/2.8/2.11)
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feat(daemon): embedding warmup service, gap repair, degraded status surface (opsx: memory-core-redesign slice 2, tasks 2.7/2.8/2.10)
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feat(cli): netclaw memory backfill-embeddings + embedding doctor check (opsx: memory-core-redesign slice 2, tasks 2.9/2.10)
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docs(opsx): correct D2 model line to shipped reality; mark tasks 2.7-2.12 complete (memory-core-redesign slice 2)
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ci+skills: arm64 onnxruntime smoke leg, memory/operations skill sync (opsx: memory-core-redesign slice 2)
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feat(tools): ONNX embedding latency bench + measured numbers, docs(opsx) design.md
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chore(bench): dynamic sequence length experiment
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