Self-evolving Context Database for AI Agents. Unify Agent Memory, Knowledge RAG and Skills.
powercontext-dsh
Connects to a PowerContext Server over HTTP for recall, memory, handoff, experience and skills.
Plugin facts
Screenshots
About this plugin
DeepSeek Harness plugin that connects to a PowerContext Server over HTTP for recall, memory, handoff, experience, and skills.
Install this DSH plugin
Copy the command below and run it in your DeepSeek Harness terminal.
dsh plugin add github:knqiufan/powercontext-dsh Plugins run with the permissions of your dsh process and may execute code at install time. Review the source repository and its license before installing. Pin the commit hash for reproducible installs. Plugin safety →
More about this plugin
Before each model step it automatically:
1. Recalls bounded context with POST /v1/context/prepare and injects it as untrusted historical evidence. 2. Captures the current user input as a Content Source with POST /v1/sources/content.
Named pc tools expose the agent-safe Memory, handoff, experience, skill, and read-only review operations. DSH requests one-time user approval before named mutations run. Review mutations remain explicit human /pc review commands; destructive and administrative OpenAPI operations are not model tools. Skill project-context documents the same workflow for the model. If the Server is unreachable, recall is skipped and the turn continues.
Related guides
Learn how to choose, install, and use memory plugins.
About this plugin: powercontext-dsh
What is powercontext-dsh?
powercontext-dsh is a memory plugin maintained by knqiufan. Connects to a PowerContext Server over HTTP for recall, memory, handoff, experience and skills.
How do I install powercontext-dsh?
Run dsh plugin add github:knqiufan/powercontext-dsh in your DeepSeek Harness terminal. The dsh CLI resolves the plugin from GitHub and installs it into your active profile. For reproducible installs, pin a commit hash: dsh plugin add github:knqiufan/powercontext-dsh#commit.
Is powercontext-dsh free?
powercontext-dsh is a community open-source project released under the Apache-2.0 license. You can inspect its source and install it for free.
Related plugins
Open-source LLM knowledge platform: turn raw documents into a queryable RAG, an autonomous reasoning agent, and a self-maintaining Wiki.
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.