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Bi-temporal memory backed by a SodaMem daemon: recall is contributed to the prompt while each turn is assembled and every closed turn is ingested, with no tool call and no model call on the read path; each recalled fact cites the turn it came from and carries validity dates, so superseded facts stop being retrieved.

기존 Claude / ChatGPT 기록을 DSH로 가져오기: Claude 내보내기의 memories.json을 제로 토큰으로 즉시 가져오고, 로컬 Claude Code 트랜스크립트는 내보내기 없이 사용하며, 대화는 DSH에 이미 설정된 모델로 증류합니다. 모든 메모리는 코드로 소스와 대조된 축자적 증거를 동반하며, 의역은 폐기 후 집계되고 assistant 턴에서만 발견된 증거는 항상 저장이 아닌 검토로 보냅니다.

Cross-session event-cue memory for DeepSeek Harness: auto-extracts task/conversation cues and user language habits from every turn into a persistent global cue bank, then re-injects remembered context on topic-switch detection (keyword or vector matching).

Rewrites each request against a learned prompt profile and automatically updates habits, anti-hallucination rules, and learning records.

Project-scoped persistent key-value memories with set/get/list/delete/search model tools and JSON-file storage.

Model-authored context pruning for DeepSeek Harness through the official compaction API.

Focus board for DeepSeek Harness agents: durable, model-maintained notes in the session workspace that pin the objective, constraints, and decisions across compaction and sessions, with automatic context injection, archive on clear, and an optional web panel.

Web 루트 세션용 최소 호환 첫 턴: 영구 bash와 str_replace_editor로 시작하고 자동 워크스페이스/스킬 컨텍스트를 제거한 뒤 첫 도구 호출 또는 답장 후 선택 프리셋을 복원합니다. 영구 컴포저 토글 포함.

Session lifecycle CLI: export (md/json/jsonl), archive/restore, trash, search, and stats. Read-only by default; nothing is ever deleted by the engine.

Attach tags to sessions and search sessions by tag in the Web settings panel.

DSH WebUI 세션 쿼리 탐색 기능으로, 희미한 대화 가장자리 레일, 실제 사용자 쿼리의 호버 목록, 클릭하면 대응하는 버블로 돌아가는 점프를 제공합니다.

Message review and quote chips for conversations: multi-model cross review (code/reply) with severity grading and summaries, review history, and host-persisted preferences.

Discover and verify portable RoleHub roles, pin each exact bundle, then launch its prompt and bundled skills in an isolated, continuable DSH Session with Host-approved tool bindings and optional Agent Team Room attachment.

Restore archived sessions to their original workspace from the Web GUI sidebar.

Guards the persisted session-projection cache: per-row JSON degradation so one misbehaving projection unit (e.g. a third-party plugin storing a Map) can never stall session titles or the whole cache again, plus a startup self-heal that backfills missing titles.

Git-style conversation fork graph in the session header: colored lanes and fork curves show which session branched from which, with click-to-jump navigation.

Organize DeepSeek Harness workspace sessions by renaming them as 类别｜主题 and reporting archive, rename, and review suggestions.

Create/modify/inject test assistant messages and import/repair session.jsonl(.zstd) session logs into new sessions.

Auto-fills reasoning-effort levels, context windows, output limits and image modality for models from unofficial (custom) providers, with data from models.dev.

xAI Grok subscription chat: SuperGrok or X Premium+ OAuth, a displayed model subset, Responses through the Grok CLI proxy, and always-on server-side web_search and x_search.

Unofficial Cursor subscription chat: Host-owned CLI session login, a displayed model catalog, and subscription usage rails. Cursor staff treat this class of private-client usage as against ToS.

Connect a sub2api gateway to DeepSeek Harness: OpenAI-compatible multi-provider routes (OpenAI / Claude / Grok / Gemini) behind one base URL, with per-key model discovery, usage lookup, and global vision/image tools.

DSH Web용 따뜻한 라이트/다크 테마: 반응형 레이아웃, 이중 언어 설정, 안전한 Markdown 미리보기, 블록별 복사 컨트롤, 텔레메트리 없음.

Visual Studio Code용 .vsix 테마 파일을 가져와 DSH Web UI에 적용합니다.