llm-connect/.custodian-brief.md

Custodian Brief — llm-connect

Domain: custodian
Last synced: 2026-05-17 17:21 UTC
State Hub: http://127.0.0.1:8000 (adjust if running on a remote machine)

Active Workstreams

Adaptive Cost-Quality Routing

Progress: 5/23 done | workstream_id: e1807fab-e29e-4517-b362-95737a96582d

Open tasks:

• · GradingResult dataclass: quality_score, notes, grader_id, baseline_response, candidate_response c12a595b
• · BaselineGrader protocol plus PairedGrader that runs baseline and candidate calls and delegates to a Judge 80b98e31
• · Judge protocol and built-ins: ExactMatchJudge, EmbeddingSimilarityJudge, LLMJudge c2887fe3
• · Functional contract doc covering judge bias caveats 7a4fd87a
• · Tests: judges with canned inputs, stable grader result, deterministic LLMJudge rubric seed 8415a11d
• · AdaptiveRoutingPolicy extends RoutingPolicy and selects the cheapest adapter whose observed mean quality clears the floor 0e9f9f8e
• · Tie-breaking: prefer lower observed cost, then explicit preferred adapter from static rules 59d44712
• … and 11 more open tasks

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MCP Orientation (when available)

If the state-hub MCP server is reachable, call: get_domain_summary("custodian") This provides richer cross-domain context. If the MCP call fails, use this file as your orientation source.