chore(consistency): sync task status from DB [auto]

Updated by fix-consistency on 2026-06-22:
  - update .custodian-brief.md for can-you-assist

.custodian-brief.md

@@ -2,7 +2,7 @@
 # Custodian Brief — can-you-assist
 
 **Domain:** capabilities  
-**Last synced:** 2026-06-21 23:25 UTC  
+**Last synced:** 2026-06-21 23:39 UTC  
 **State Hub:** http://127.0.0.1:8000 *(adjust if running on a remote machine)*
 
 ## Current Goal
@@ -11,7 +11,30 @@ Console-native user-controlled LLM assistant
 
 ## Active Workstreams
 
-*(none — repo may need first-session setup)*
+### llm-connect Adapter Integration for Production Assistance
+Progress: 0/7 done  |  workstream_id: `f713db12-5b90-4453-8fbb-a0e50f61699b`
+
+**Open tasks:**
+- · T01 — Adapter contract review and llm-connect API survey  `483d13bb`
+- · T02 — Implement `LLMConnectAdapter`  `0fc17ad5`
+- · T03 — Configuration and developer ergonomics  `e8470a37`
+- · T04 — Orchestrator and shell integration  `f2781963`
+- · T05 — Tests and offline CI strategy  `32de980b`
+- · T06 — Documentation and SCOPE update  `2d152d4b`
+- · T07 — Register, sync, and handoff  `2fb42517`
+
+### Interactive Shell Session: REPL, History Context, and Hub-Aware Dev-Sec-Ops Helper
+Progress: 0/9 done  |  workstream_id: `449b820c-6a7d-4b2f-93d8-f742aba45eab`
+
+**Open tasks:**
+- · T01 — Design doc and SCOPE alignment  `b91c7b42`
+- · T02 — REPL skeleton and session state  `6f2361af`
+- · T03 — Opt-in shell history collector  `0bce247e`
+- · T04 — State Hub session orientation  `dc468c7e`
+- · T05 — Wire REPL through orchestrator and safety  `5e2f2775`
+- · T06 — End-of-session learning and export  `7ad8ae85`
+- · T07 — Weakness hints (rule-based v1)  `fbdd4f04`
+- … and 2 more open tasks
 
 ---
 ## MCP Orientation (when available)