Plugin directory / Knowledge / dsh-memory-director
dsh-memory-director
Verified · install-tested on dsh ljsysfurryACE
What it does
MemoryDirector plugin for DeepSeek Harness: LLM-driven remember/forget (official harness has no memory)
Works — verified, early-stage project
MemoryDirector plugin for DeepSeek Harness: LLM-driven remember/forget (official harness has no memory) It installs cleanly and boots without issues in our testing. It's early-stage but functional.
“Verified” means our automated CI actually ran dsh plugin add in a clean profile and it booted — nothing more. Feature descriptions and version compatibility are the author’s claims. This is not a security audit and not an endorsement of third-party code.
README
dsh-memory-director
MemoryDirector 插件 —— 给 DeepSeek Harness 加"长期记忆"能力。
官方 Harness 的 compaction 只做摘要压缩，没有任何"跨会话记住重要事实"的概念。
这个插件补上 AgentFrame 的 MemoryDirector：
- 每轮对话后：LLM 分析本轮，决定记住什么 / 忘记什么
- 每次请求前：检索相关记忆，注入模型上下文
- 持久化：记忆存 JSON 文件（
~/.dsh/memory.json）
为什么是差异化
| 能力 | 官方 Harness | dsh-memory-director |
|---|---|---|
| 上下文压缩 | ✓ compaction | ✓ (可配合) |
| 记住重要事实 | × 没有 | ✓ LLM 决策 |
| 跨会话记忆 | × | ✓ 持久化 |
| 记忆检索注入 | × | ✓ pre-step 注入 |
| 遗忘管理 | × | ✓ 重要度衰减 |
接入
# profile 的 cordis.patch.yml
- id: memory-director
name: '@agentframe/dsh-memory-director'
config:
provider: deepseek-official
model: deepseek-v4-flash
maxTokens: 256
dedupThreshold: 0.8
forgetThreshold: 0.1
storePath: ~/.dsh/memory.json
auto: true
机制
agent/turn-stopping (每轮结束)
→ 提取本轮文本 → LLM 决策 {remember, forget, importance}
→ remember → 存入记忆库 (去重)
→ forget → 删除过时记忆
agent/pre-step (每次请求前)
→ 取最后用户消息 → 检索相关记忆
→ 注入 system 消息 (memory-director block)
→ 模型可基于记忆回答
配置
| 字段 | 默认 | 说明 |
|---|---|---|
provider |
deepseek-official | 决策用 provider |
model |
deepseek-v4-flash | 决策用模型 (便宜快速) |
maxTokens |
256 | 决策输出上限 |
dedupThreshold |
0.8 | 记忆去重阈值 |
forgetThreshold |
0.1 | 遗忘阈值 (重要度衰减) |
storePath |
~/.dsh/memory.json | 持久化路径 |
auto |
true | 自动挂钩 agent 循环 |
License
GPL-3.0 © Cloud LTE Studio / AgentFrame
Install
Install the catalog once, then DeepSeek Harness can find and install any plugin from this site automatically:
dsh plugin add dshbase-catalogThen say "install dsh-memory-director for me" — your agent finds it in the directory and installs it. Docs: dshbase-catalog · verified packs.
This plugin is GitHub source (not published to npm) — install it straight from the repo:
Web profile:
dsh plugin --profile web add github:ljsysfurryACE/dsh-memory-directorHeadless (CLI) profile:
dsh plugin --profile headless add github:ljsysfurryACE/dsh-memory-directorTest report
Verified: L1 install + L2 load + L3 runtime from GitHub source on dsh 0.1.0-rc.6.
When to use it
Give the agent a memory, a knowledge base, or a retrieval layer so it stops forgetting context between sessions.
Who it's for
Users running long projects who want the agent to remember decisions, docs, and preferences without re-explaining.
For developers — extending it
The memory/retrieval backend is the seam — plug a new store, tune what gets distilled, or add citation and audit trails.
Share this badge
Drop this badge into your README — it links back here and updates automatically when our test status changes:
[](https://dshbase.com/plugins/dsh-memory-director/)<a href="https://dshbase.com/plugins/dsh-memory-director/"><img src="https://dshbase.com/badges/dsh-memory-director.svg" alt="dshbase install-tested"></a>