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@ranxianglei/billion-context

Verified · install-tested on dsh ranxianglei

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1264Stars
0Forks
0Open issues
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—Last push
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What it does

A context-compression plugin for small context windows (a 100K context is enough), token savings (5x fewer tokens), and month-long single sessions (billions of tokens).上下文压缩插件,兼顾小窗口(100k上下文足矣)省token(省5倍token)和超长会话(数月级别几十亿token单会话)。billion-context is all you need

✅
Our take
Recommended — verified working and popular

A context-compression plugin for small context windows (a 100K context is enough), token savings (5x fewer tokens), and month-long single sessions (billions of tokens).上下文压缩插件,兼顾小窗口(100k上下文足矣)省token(省5倍token)和超长会话(数月级别几十亿token单会话)。billion-context is all you need It installs cleanly and boots without issues in our testing. With 1264+ stars it's a community-endorsed, low-risk pick.

“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.

No README cached for this plugin yet. Check GitHub, or wait for the next daily sync.

Install

🧩 Let your agent install it (recommended)

Install the catalog once, then DeepSeek Harness can find and install any plugin from this site automatically:

dsh plugin add dshbase-catalog

Then say "install @ranxianglei/billion-context 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:ranxianglei/billion-context

Headless (CLI) profile:

dsh plugin --profile headless add github:ranxianglei/billion-context

Test report

Verified: L1 install + L2 load + L3 runtime from GitHub source on dsh 0.1.0-rc.6.

⚠ Medium risk static scan · 25 files · 2026-10-15
  • Suspicious permission (medium)

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