メモリ・ナレッジ · DeepSeek Harness プラグイン — 7 ページ

运行在 DeepSeek Harness 中的开源办公协作与团队管理插件

运行在 DeepSeek Harness 中的开源办公协作与团队管理插件，让目标、会议、Agent 执行、进度和资料在同一套办公逻辑中持续流动。

Three-tier memory control plane for DeepSeek Harness: persistent runtime context, searchable project documents, pluggable long-term memory, smart routing, supervised agent workflows, WebUI, and headless tools.

DSH 消息撤回插件：在用户消息气泡旁加「撤回」按钮，把项目文件（独立影子 git 仓库快照）与对话历史（官方 fork）一并回退到该消息发送之前。

Long-term memory and idle consolidation for DeepSeek Harness, with scoped preferences, facts, decisions, and lessons.

Extract verified lessons into Memory and export Markdown skill drafts for DeepSeek Harness.

Zhihu search, agent tools, knowledge bases, and usage tracking for DeepSeek Harness.

Project memory maintenance sidebar for the DSH Editor shell

Private DSH Editor novel tools, guard, prompt, and bundled knowledge

Self-evolving memory + skill lifecycle for DeepSeek Harness. Cross-session memory with zero-token deterministic recall (bigram-Jaccard fused with FTS5 BM25 via RRF), a tiered approval gate, and reinforcement that strengthens what you repeat. Procedural knowledge crystallizes into SKILL.md files that refine in place and are curated through an active-stale-archived lifecycle (reversible archive, pre-op backups, rollback, never deletes). Includes background per-turn review, anti-bloat convergence for both skills and memory, an auto-grown user profile, and a web settings page.

Repo-root manifest for dsh-kb-rag. The installable plugin bundle is published from npm-package/ as dsh-kb-rag; this file exists so the repository itself declares a dsh.bundle (registry tooling reads <repo>/HEAD/package.json) and points at that bundle. Not published: version is intentionally 0.0.0, the real version lives only in npm-package/package.json.

PII masking middleware for DeepSeek Harness: regex-detect and replace phones, emails, ID cards, bank cards, keys, and (opt-in) IPs with placeholders before they reach the model, keep the restore table host-side (memory plus a controlled storage domain, never the session log) with the /mask restore command and the exported RestoreStore seam, and expose /mask status and the mask_test tool. Name and address recognition needs an external NER recognizer, which this pure-host form does not bundle: mode "regex+ner" and the person/address entities fail loudly at load. The phone and ID-card detectors match mainland-China formats only.

长期记忆守门员：状态卡、memory_check / memory_search / persona_edit 工具、回忆强化、侧栏记忆面板

DSH 记忆插件：全局/项目两级记忆持久化，会话开始时注入系统提示词，设置页可视化面板（新增/修改/删除需用户确认），memory_query 只读查询工具。DSH web plugin: global/project memory with system-prompt injection, settings panel and a read-only query tool.

万象知识库：一键沉淀 Harness 会话、本地知识检索与工具目录

星汐：把整理好的记忆档案连成一张看得见的星图。八章散成星群，日记排成时间星带，点一颗星看见原话。

DeepSeek Harness plugin that connects to a PowerContext Server over HTTP for recall, memory, handoff, experience, and skills.

Near-lossless compaction for the DeepSeek Harness — extends BasicCompactionEngine so each <compacted-summary> ends with an Exact Sources locator block (spill files, touched file paths, seq range), making compacted details recoverable via memory_search / read.

Meta-bundle: installs all dsh-memory plugins (CJK search, dedup, hybrid memory index, memory tool, compaction locator, core memory, skill manager + self-evolution) into a DeepSeek Harness profile as one patch layer.

Cross-session core memory for the DeepSeek Harness — workspace-scoped persistent facts (ctx.memoryCore) with a stable system-prompt section (KV-cache safe) and a memory_remember tool.

Hybrid memory search for the DeepSeek Harness — sqlite-vec vector arm + FTS5 lexical arm (RRF fusion) over session events, with local bge embeddings via transformers.js. Provides ctx.memorySearch.

Skill manager + background self-evolution for DeepSeek Harness — model-facing skill_write/delete/list tools persist DSH-native skill files, and a timer-driven reflection loop distills reusable skills from finished agent turns (background, KV-free, logged).

Model-facing memory_search tool for the DeepSeek Harness — hybrid lexical+semantic recall over a session's earlier conversation via ctx.memorySearch, with bounded snippets.

CJK-aware ctx.sessionQuery backend for the DeepSeek Harness — SQLite FTS5 provider with a trigram tokenizer table so Chinese full-text search actually matches (upstream unicode61 does not segment CJK), plus a LIKE fallback for 1-2 character CJK queries.