Use dsh-self-improved in DeepSeek Harness with the documented install steps and limits.
DSH integration
Native runtime
Author-claimed
Safety audit
Unaudited
Last verified
2026-11-06
License
MIT
01What can it help you accomplish?
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.
**Long-term memory & self-evolving plugin** for DeepSeek Harness (fully local).
DeepSeek Harness users who need this workflow
02How to install into DeepSeek Harness
Installation steps
- 01
> **Since 0.1.1**: the package declares `dsh.bundle`, so **`dsh plugin add` / plugin-marketplace one-click install auto-mounts it** (dsh registers it as a profile layer automatically) — **no manual `c
$ dsh plugin add
Verify the integration
- After installation, confirm the plugin UI or command described in the README is available.
03DSH integration and capability boundaries
DSH plugin bundle / host integration
Documented workflow
A task or request in DSH→**Long-term memory & self-evolving plugin** for DeepSeek Harness (fully local).
Plugin configuration
The settings or command options documented by the author→Configured plugin behavior in the DSH host
04Who is it for? When not to use it?
Good for
- DeepSeek Harness users who need this workflow
Not for
- The architecture follows the four-layer memory pyramid of TencentDB Agent Memory (L0 capture → L1 extraction → L2 scene grouping → L3 persona), but **reuses DSH-native services** (`ctx.llm` / `session
05Compatibility, maintenance and safety notes
- The architecture follows the four-layer memory pyramid of TencentDB Agent Memory (L0 capture → L1 extraction → L2 scene grouping → L3 persona), but **reuses DSH-native services** (`ctx.llm` / `session
- The plugin depends on the DSH host and the prerequisites documented by its author.
active
06Frequently asked questions
What does this plugin do?
It provides the DSH workflow described in the README.
How do I install it?
Follow the README install command or steps shown on this page.
What should I check first?
Check the documented prerequisites and constraints before enabling it.
07Related DSH workflows
weknora
by tencent
Open-source LLM knowledge platform: turn raw documents into a queryable RAG, an autonomous reasoning agent, and a self-maintaining Wiki.
honcho
by plastic-labs
Memory library for building stateful agents
webnovel-writer
by lingfengqaq
A long-form Chinese web-novel writing assistant for Claude Code and DeepSeek Harness, designed to reduce memory loss and hallucinations in serialized projects of up to 2 million characters.
billion-context
by ranxianglei
Compresses long agent conversations into reversible summaries and exposes native DSH compression tools through a bundled patch.
08Data and sources
# dsh-self-improved
This page is generated from the project’s public documentation, repository metadata and a structured parse of DSH Plugins; last verified on 2026-11-06. Found an error? Submit a correction.
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