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활성 에이전트를 기다리거나 중단하지 않고 집중된 컨텍스트를 인계: 제한된 세션 스냅샷을 고정하고, 격리된 노-툴 LLM으로 비동기 요약하고, 출처가 명시된 캡슐을 다른 세션 또는 인가된 룸에 전달 — 세션의 경우 기본적으로 조용하며, 명시적 깨우기 가능.

Local relationship-memory workbench with a confirmation gate: every AI write — extracted memories and newly created contacts alike — lands in a pending queue until the user confirms it in the GUI; materials are archived verbatim with quote-level provenance checks on AI extraction, and confirmed memories aggregate into per-contact timelines, gift occasions and reciprocity views. Ships a native relationship agent preset for conversation capture; JSON storage by default with an optional SQLite backend, zero production dependencies.

DeepSeek Harness plugin for Readproof: stable readproof:// identity, freshness policy, snapshots, per-run manifests, diff, byte-exact replay, and evidence bundles as model-callable tools.

Claude Science-style AIDD research workbench for DeepSeek Harness — ReAct research loop, versioned artifacts with provenance, and 17 skills for virtual screening, molecular generation, ADMET prediction, DTI modeling and model reproduction.

DeepSeek Harness plugin for bounded, provenance-linked context steady state with recoverable raw history