can-you-assist/.custodian-brief.md

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# Custodian Brief — can-you-assist

**Domain:** capabilities  
**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

Console-native user-controlled LLM assistant

## Active Workstreams

### 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

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## 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.