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🐋 DSH 鱼的记忆：给会话一份会淡忘的长期记忆，每条都带时间。名字里的「鱼」来自 DeepSeek 的鲸鱼。

Cross-session memory plugin for DeepSeek Harness: seven-layer SQLite store (soul/user/project/fact/lesson/topic/rules), BM25 retrieval, per-window dream consolidation. 跨会话七层长期记忆插件。

File-based curated memory: a line/byte-capped `MEMORY.md` index plus one markdown file per fact, versioned with git and readable without a tool. The cap is enforced through `ctx.tools.guard()` rather than asked for in a prompt, and the protocol is registered as a runtime skill; the same store is also read by Claude Code, Codex, Kiro, and OpenClaw.

Self-evolving memory OS for LLM & AI Agents: ultra-persistent memory, hybrid-retrieval, and cross-task skill reuse, with 35.24% token savings and DeepSeek Harness support.

Bounded, layered, approval-gated, auditable cross-session memory: typed ctx.memory seam, zero-dependency SQLite provider, memory tool and frozen snapshot injection, plus the dsh-memory-protocol v1 rehearsal with an adapter registry and a conformance suite.

DeepSeek Harness (DSH) local-first cross-session project memory: zero bundled runtime deps, bounded cache-friendly Hot Memory, BM25 recall/cache, provenance, lifecycle and bilingual Web GUI; no embeddings or external service. / DSH 本地项目记忆插件。

DSH 记忆系统 (Memory System): local-first memory — JSONL + local embeddings, five tools, auto recall, hard rules, visual panel.

DeepSeek Harness 社区记忆插件集：中文与扩展汉字全文检索、工具去重、混合召回、跨会话核心记忆、可追溯压缩与技能管理。8 个包、97 项单测；已验证 DSH 0.2.0-rc.2 完整 Web 宿主、真实持久化与冷重启。用户固定的记忆与技能受来源保护。