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Summary: - The PR routes local GGUF memory embeddings through a bundled worker sidecar, adds structured degradation and fallback handling, updates memory tests/build output, and keeps the local config contract unchanged. - PR surface: Source +831, Tests +503, Docs +1, Other +2. Total +1337 across 23 files. - Reproducibility: Do we have a high-confidence way to reproduce the issue? Source and report evidence are str ... cludes native crash logs; the exact Metal teardown abort was not reproduced in this review or the PR proof. Automerge notes: - PR branch already contained follow-up commit before automerge: fix(memory): keep local embedding config unchanged - PR branch already contained follow-up commit before automerge: fix(memory): type local embedding degradation - PR branch already contained follow-up commit before automerge: fix(memory): refresh keywords after embedding fallback - PR branch already contained follow-up commit before automerge: fix(memory): keep worker errors internal - PR branch already contained follow-up commit before automerge: test: satisfy memory provider lifecycle harnesses - PR branch already contained follow-up commit before automerge: fix: harden local embedding worker fallback Validation: - ClawSweeper review passed for head1d1fe41c4e. - Required merge gates passed before the squash merge. Prepared head SHA:1d1fe41c4eReview: https://github.com/openclaw/openclaw/pull/85348#issuecomment-4518516047 Co-authored-by: Onur Solmaz <onur@Onurs-MacBook-Pro.local> Co-authored-by: clawsweeper <274271284+clawsweeper[bot]@users.noreply.github.com> Co-authored-by: clawsweeper[bot] <274271284+clawsweeper[bot]@users.noreply.github.com> Approved-by: osolmaz Co-authored-by: osolmaz <2453968+osolmaz@users.noreply.github.com>