DeepSeek Harness Plugin

billion-context

Tools & Capabilities 357 stars DSH Plugin

Model-Driven Incremental Hierarchical Compression: Training-Free Multi-Generational Context Management for Long-Lived Coding Agents (English, v0.2) πŸ“ The paper itself is…

Plugin facts

GitHub stars 357
LicenseNOASSERTION
Primary languageTypeScript
Last push2026-09-29T02:17:23Z
Maintainerranxianglei
Added to this directory2026-09-21

Screenshots

Install this DSH plugin

Copy the command below and run it in your DeepSeek Harness terminal.

dsh plugin add github:ranxianglei/billion-context

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 β†’

More about this plugin

open-sourced under the MIT License as part of the codebase (paper/).

About this plugin: billion-context

What is billion-context?

billion-context is a tools & capabilities plugin maintained by ranxianglei. Model-Driven Incremental Hierarchical Compression: Training-Free Multi-Generational Context Management for Long-Lived Coding Agents (English, v0.2) πŸ“ The paper itself is…

How do I install billion-context?

Run dsh plugin add github:ranxianglei/billion-context 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:ranxianglei/billion-context#commit.

Is billion-context free?

billion-context is a community open-source project released under the NOASSERTION license. You can inspect its source and install it for free.

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Tools & Capabilities

The first vision plugin for DeepSeek Harness, and a vision bridge for text-only coding agents. Paste an image and receive structured JSON evidence back β€” OCR, layout, and semantic understanding β€” ready for any agent to act on.

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