highland0971/dsh-native-memory ↗★ 0
dsh-native-memory
DSH 本地工作区长期记忆插件，支持跨会话全文检索、审批写入及来源引用。
AI 分析
核心用途是为 Agent 提供纯本地、免外部服务器的长期记忆库，自动记录事实与用户画像。适合需要跨会话保持上下文记忆、注重隐私安全的用户。写入操作需用户审批，支持引用溯源。
安装
npx -p @deepseek-ai/dsh dsh plugin --profile web add github:highland0971/dsh-native-memory说明文档
阅读完整 README ↗dsh-native-memory
Native, per-workspace long-term memory for DeepSeek Harness (dsh): facts and profiles stored on the harness's own storage-domain, cross-session recall through session-query FTS, approval-gated writes, and cited provenance — no external server, no extra runtime dependency.
⚠️ Installing a plugin runs third-party code on your machine with your own permissions. Review the source (
src/) and the security model before installing.
Why this one
| dsh-hermes-memory | dsh-native-memory | |
|---|---|---|
| Storage | ~/.dsh/settings.yaml namespace | dedicated storage-domain unit (~/.dsh/storages/dsh_memory.json) |
| Scope | user-global, all projects | per workspace (exact-cwd authorization) |
| Write safety | silent, model-only | human approval gate + session-log audit |
| Recall | everything always injected (hard caps) | bounded always-on profile plus on-demand recall + FTS over past sessions |
| Dependencies | vendored imports into the harness checkout | none beyond zod + the harness itself |
See docs/design.md for the full architecture and the competitive landscape analysis.
Install
dsh plugin --profile web add dsh-native-memory # npm after release
dsh plugin --profile web add /path/to/this/repo # from a checkout
Restart dsh web. The bundle enables session-query full-text search and adds
the memory tools to every session. Details and configuration:
docs/install.md.
Tools
| Tool | Kind | Gate |
|---|---|---|
memory_remember | add/update a fact in this workspace (secrets rejected by default) | approval |
memory_edit | replace a fact | approval |
memory_forget | archive a fact (soft delete) | approval |
memory_recall | deterministic three-tier keyword scan (tags > text > fuzzy; freshness/access tie-breaks) | none |
memory_search | FTS over this workspace's past sessions (caller excluded) | none |
memory_expand | expand a fact's citation to the original log excerpt | none |
memory_consolidate | near-duplicate merge suggestions + cap budget | none |
memory_import | import candidate facts from a past session's log | approval (per fact) |
memory_profile | read the always-injected workspace profile | none |
memory_export | write a git-friendly Markdown mirror (.dsh-memory/memory.md, masked, idempotent) | none |
Every fact records its origin (sessionId, seq) — memory stays
reconstructable from the lossless session log.
Writes reject secret-shaped text (tokens / keys / passwords) by default;
secretPolicy: "mask" | "off" in the bundle patch relaxes that. The
credential-assignment detector can flag benign token: … values of ≥16
characters. Prompt injection and tool output always mask secrets.
A read-only browser page (settings → 记忆) lists every workspace's facts with
secrets masked; deletions are copied as a memory_forget instruction and land
in the chat through the approval gate.
Opt-in session-end proposals (proposeOnSessionEnd: true): one cheap LLM call
distills a finished session into candidate facts shown in the next sessions;
they become facts only through the approval-gated memory_remember.
A compaction drift guard (compactionGuard: true, on by default) surfaces
literal anchors a compaction summary dropped, as data to verify in the next
sessions — deterministic, no LLM.
Development
pnpm install
pnpm build && pnpm typecheck && pnpm test
New contributors start at docs/handoff.md and docs/contributing.md. Chinese docs: README.zh.md.