chore(consistency): sync task status from DB [auto]
Updated by fix-consistency on 2026-05-26: - update .custodian-brief.md for can-you-assist
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# Custodian Brief — can-you-assist
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**Domain:** capabilities
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**Last synced:** 2026-05-26 13:27 UTC
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**Last synced:** 2026-05-26 13:29 UTC
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**State Hub:** http://127.0.0.1:8000 *(adjust if running on a remote machine)*
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## Current Goal
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@ -12,10 +12,9 @@ Console-native user-controlled LLM assistant
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## Active Workstreams
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### Contextual Memory Activation and Retrospection Loops for Continuous Optimization
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Progress: 4/7 done | workstream_id: `ac9a9d42-4db9-44d0-9b41-5e16d87c65c8`
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Progress: 5/7 done | workstream_id: `ac9a9d42-4db9-44d0-9b41-5e16d87c65c8`
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**Open tasks:**
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- · T05 — Close the continuous optimization loop `f17a4f42`
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- · T06 — Tests, observability, and graceful degradation `c7da1a0d`
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- · T07 — Documentation, examples, and handoff `d120efff`
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