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can-you-assist/.custodian-brief.md
tegwick 9865245d6b chore(consistency): sync task status from DB [auto]
Updated by fix-consistency on 2026-05-26:
  - update .custodian-brief.md for can-you-assist
2026-05-26 15:27:08 +02:00

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<!-- custodian-brief: generated by fix-consistency — do not edit manually -->
# Custodian Brief — can-you-assist
**Domain:** capabilities
**Last synced:** 2026-05-26 13:27 UTC
**State Hub:** http://127.0.0.1:8000 *(adjust if running on a remote machine)*
## Current Goal
Console-native user-controlled LLM assistant
## Active Workstreams
### Contextual Memory Activation and Retrospection Loops for Continuous Optimization
Progress: 4/7 done | workstream_id: `ac9a9d42-4db9-44d0-9b41-5e16d87c65c8`
**Open tasks:**
- · T05 — Close the continuous optimization loop `f17a4f42`
- · T06 — Tests, observability, and graceful degradation `c7da1a0d`
- · T07 — Documentation, examples, and handoff `d120efff`
---
## MCP Orientation (when available)
If the state-hub MCP server is reachable, call:
`get_domain_summary("capabilities")`
This provides richer cross-domain context.
If the MCP call fails, use this file as your orientation source.