sqlite

Bounded, layered, approval-gated, auditable cross-session memory for DeepSeek Harness (capability seam: ctx.memory + SQLite provider + memory tool + frozen snapshot injection)

让 DeepSeek Harness 拥有跨会话长期记忆：AI 自动记住你是谁、你的项目和偏好，新会话直接带上背景，生活与工作记忆自动分开互不干扰，零配置无感运行 | Long-term memory for DeepSeek Harness: the AI remembers who you are, your projects and preferences across sessions, keeps personal and work memories separate, zero-config.

Installable DeepSeek Harness knowledge base plugin

DeepSeek Harness 工程师级数据库插件：sql_list/query/exec/schema/stats/health 六工具，SQLite/MySQL/PostgreSQL 三引擎、词法级只读保护、写审批门、行数钳制、CSV/JSON 查询输出。· Databases for DeepSeek Harness agents. 已验证兼容 DeepSeek Harness v0.1.2-alpha.5。

DeepSeek Harness 长期记忆插件：四通道检索融合 + 记忆演化闭环，记忆构建与检索方法来自 ICLR 2026 论文 MemGAS。Long-term memory plugin for DeepSeek Harness (dsh).

DeepSeek Harness long-term memory & self-evolving plugin: L0 capture -> L1 memory extraction -> L2 scene grouping -> L3 user persona, auto recall injection + skill synthesis, fully local.

Durable dependency-graph task factory for DeepSeek Harness: recurring Agent work, safe checkout lanes, first-class queues, Triage, and artifacts.

Local knowledge base for DeepSeek Harness: zero-dependency SQLite FTS5 index for markdown/text/code/web pages, source-cited retrieval, session experience library, interactive kbquery Web panel + knowledge galaxy.

Agent knowledge hub and deepseek-harness plugin

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DeepSeek Harness plugin that checks npm packages before install — 22 supply-chain rules, deep tarball scans, CI gates, local-first.

Memory and token-optimization plugin toolkit for DeepSeek Harness: cross-session knowledge graph memory + five-layer token-saving orchestration.

Retrieved ≠ injected: CBDC-gated memory for DeepSeek Harness — decides how memory is USED (use/verify/ignore + feedback learning + audit), not just stored

Persistent local token usage sidebar and settings page for DeepSeek Harness (DSH), with automatic history discovery and a durable SQLite ledger.

Token Check · 词元管理：DeepSeek Harness (DSH) 的 token 注意力管理面板——按任务/日/周/月记录 token 消耗与费用（命中/未命中/输出/推理），支持 DeepSeek 峰谷计价，并给出换对话、写 hand-off 的执行时机建议。

Living memory for DeepSeek Harness — self-tending knowledge base: nightly patrol, temporal decay, RRF hybrid recall, knowledge graph. Built by 暖暖 (NuanNuan).

DeepSeek Harness 跨会话知识插件：ctx.knowledge 服务 + knowledge_* 工具，SQLite FTS5 trigram 中文子串检索 + L1 查询扩展（V1.11 契约）

从原始磁盘恢复被删除/损坏的 dsh 会话记录与记忆库——DeepSeek Harness 实战验证的恢复工具集。Recover deleted or corrupted dsh session logs (session.jsonl.zstd) and memory (memory.db) from the raw disk — battle-tested recovery toolkit for DeepSeek Harness.

User-governed local memory spaces for DeepSeek Harness — explicitly share selected sessions with previewable, versioned, provenance-aware recall.

Local-first long-term memory and temporal knowledge graph plugin for DeepSeek Harness

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Clean Architecture reference library for DSH: 8 pinned reference repos with FTS5 search, assertion rules, and a review ledger for architecture reviews

Durable cross-session SQLite memory for DeepSeek Harness

Lightweight local cross-session memory for DeepSeek Harness

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Public DeepSeek Harness plugin Store and ecosystem dataset: install specs, source evidence, SQLite history, media, timelines, and two-hour refreshes.

Persistent scheduler for DeepSeek Harness: cross-restart reminders + scheduled jobs with dual remind/job actions, built on schedule-core. Every claim carries an experiment number.

Long-term cross-session memory plugin for DeepSeek Harness

DeepSeek Harness plugin: a project task board kept with the project as a queryable SQLite file, with a kanban/list view in the Web Client, model-facing task tools, and cards you can dispatch to the agent as background jobs.

对话上下文桥接 — 为大语言模型(LLM)/AI 智能体的对话做跨会话上下文桥接的 DSH 插件：把一次对话的共识打包成可移植快照，一键引入新对话（三层快照 / SQLite+FTS5 / AES-256-GCM）