# Custodian Brief — can-you-assist **Domain:** capabilities **Last synced:** 2026-05-26 13:05 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: 0/7 done | workstream_id: `ac9a9d42-4db9-44d0-9b41-5e16d87c65c8` **Open tasks:** - · T01 — Refine the conceptual model for contextual activation and retrospection loops `335595b4` - · T02 — Extend memory ports and data model for activation and retrospection `6f50bdf4` - · T03 — Implement directory- and project-bound memory activation `45731b48` - · T04 — Build the retrospection interaction flow `fb63edc4` - · 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.