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Cross-app project memory for DeepSeek Harness with role-separated writeback, a visual knowledge workspace, confirmed corrections, session controls, local Writer and organizer settings, and an account-free Windows local installation preview.

Cipher memory platform as a DSH bundle: four memory types (attention, experience, preference, cognitive) sedimented per turn by four memory agents, cross-session deterministic recall injected via systemPrompt.context, insight review kept out of user-facing output, per-session UNNI/LOOP modes with memory-driven auto-continuation, memory search/ingest tools, plus a settings page (SOUL editor) and an AgentPool panel.

Reasoning-effort tier manager for custom API models plus cross-session preference memory: inline low/medium/high/max toggles inside Settings → Models, with atomic settings writes.

DeepSeek Harness용 자동 교차 세션 GoodMemory 호출 및 쓰기 백

자가 치유 런타임 계층: 전략 전환과 복구 에스컬레이션이 있는 리소스 제어 루프, 오류 폭풍과 파이버 장애 통찰, 세션 간 지식 이월, 자가 치유 대시보드, 도구 7개.

DeepSeek Harness용 크로스 세션 이벤트 큐 기억: 매 턴에서 작업/대화 큐와 사용자 언어 습관을 자동 추출해 영속 전역 큐 뱅크에 저장하고, 주제 전환 감지(키워드 또는 벡터 매칭) 시 기억된 컨텍스트를 다시 주입합니다.

DeepSeek Harness용 동일 런타임 내 세션 간 탐색 및 통신

모델을 위한 세션 간 메모리: 과거 모든 세션을 전문 검색(ctx.sessionQuery를 통한 SQLite FTS5)하고 가장 잘 일치하는 발췌를 현재 컨텍스트로 가져옴

Cross-session long-term memory: captures durable facts from each turn, auto-associates them by shared entity and tag, and recalls with BM25 plus spreading activation over the link graph.

DSH plugin: cross-session call center for agents. session_message delivers messages between DSH sessions (idle: visible full-text wake; busy: mid-turn-safe notice; plus runtime-context notes) and resolves targets by registered contact name (stale-id-proof

DSH plugin: audio chimes, cross-session toasts, desktop push, and IM webhooks for turn completion, errors, and approvals.

Deterministic cross-session transcript retrieval for DeepSeek Harness: the model-facing `recall` tool searches past session logs with explicit scope control

Cross-session memory for your dsh agent: remembered, recalled, and re-verified instead of assumed.

Layered cross-session memory for DSH that pushes only what changed. The first round injects every active entry, later rounds push only added / updated / removed ones, and nothing at all is injected when nothing changed. Facts and decisions carry semantic keys (one active truth per key), the model may only write to an inbox that a human promotes, an entry can carry a review date that raises a one-time reminder when it comes due, search is relevance-ranked with Chinese matched by bigram, and a sidebar tab tells the lifecycle story instead of just listing files — entries are grouped into awaiting confirmation / in use / archived, viewable by type, tag or date, and the tab can promote a candidate, withdraw or archive a standing entry, restore an archived one and delete a candidate, alongside the global and workspace instruction files and the current injection size. A zero-dependency CLI ships with it, so the store is usable without DSH.

Peer communication between conversations in one DeepSeek Harness process: list the conversations the workspace shows, link one under a nickname, message it without waiting for its turn to end, read its progress without waking it, and declare rules for your own tool calls.

Cross-session TODO board as a draggable floating panel: tasks are grouped by working directory and reorderable by drag, each one carries a run mode (remind only, continue in the current session, or open a new session in the same directory), up to four attached images sent to the model as real image attachments, and an optional local time it may run at; two checkboxes track AI-done and user-verified, and the agent picks up the next unfinished task in that directory when it finishes one.

DeepSeek Harness Agent 团队的信任指数插件 —— 为 spawn 出的 teammate 做实时信任评分：四维 EWMA 信任账本（按 agent 类型指纹跨会话累积）DeepSeek Harness Agent teams plugin — live trust scoring for spawned teammates: a four-dimension EWMA ledger keyed by agent-type fingerprint (cross-session)

Approval-gated workspace instructions and memory for DeepSeek Harness

Cross-session knowledge for DeepSeek Harness: ctx.knowledge service + knowledge_* tools, SQLite FTS5 trigram retrieval (CJK substring) with L1 query expansion. V1.11 contract (write/update/search/list/delete + budget + events + error codes).

A cron-based scheduled task plugin for DeepSeek Harness (dsh) desktop: create / edit / delete / fire-now tasks from the settings panel, with cross-session agent follow-up and multi-level notifications. Zero LLM tools — purely human-driven scheduling.

Cross-session recall for dsh web: '@' mentions and a composer picker link previous sessions as reference chips; the host snapshots them in as recall context right before the question, recorded read-only in a session-header chain badge

DeepSeek Harness 侧边栏用量仪表盘插件：跨会话 token / 模型 / 活动统计、按会话明细与可选时间尺度的用量趋势图。 Usage dashboard plugin for DeepSeek Harness web: cross-session token, model, and activity stats with a per-session table and a windowed trend chart.

Event-sourced cross-session work ledger: register, track and settle tasks with full audit history, kanban export, and a board digest injected into every model turn.

LLM-driven remember/forget memory: after each turn a model decides what to keep (MemoryDirector), injects relevant memories before each step, dedups, and persists cross-session.