ranxianglei/billion-context
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
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README & documentation
Source previewRead the project’s overview, installation instructions and usage examples. The original README is the source of truth.
English | 中文 Context-compression plugin — billion-context is all you need. small context windows (100K is enough) · 5× fewer tokens · month-long single sessions (billions of tokens) · high compression quality npm install -g billion-context --prefix=/.local QQ Group: 1056132097 (full) 1108730198 (full) 1129868472 (open) A production-scale longitudinal study: 4.5 months, three hosts, 174,327 model calls, 18.76B cumulative input tokens (24.7B across all hosts), zero window violations on 204,800-token models, marathon sessions of 8,584–12,049 calls. billion-context sits between any agent and its model API, rewriting Anthropic/OpenAI streams with acp-kernel compression. The model decides when and what to compress into high-fidelity summaries — not a hard truncation limit. Long coding sessions blow up context. Each provider charges per token, and once you pass the context window the session degrades…
Read the full README ↗ · Preview checked 2026-10-29T17:47:33.731Z
Inside the original README — Document outline
- billion-context
- Community
- 📄 Paper / Preprint
- Why
- How it works
- Context-management tools
- Which do I need?
- Install
- Quickstart
- Option 1 — Native plugin (bili plugin install pi / omp / opencode / dsh / kimi / hermes / zcode)
- Option 2 — Launcher (bili pi / bili codex / bili claude / bili omp / bili opencode / bili hermes / b
- Option 3 — URL change (/bili/ prefix)
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What this repository 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
Repository facts
- Owner
- ranxianglei
- Primary language
- TypeScript
- Stars
- 1,616
- Forks
- 131
- Open issues + pull requests
- 176
- License
- Other
- Archived
- No
- Default branch
- master
- Created
- 2026-08-06T08:27:34.000Z
- Last push
- 2026-10-10T12:00:03.000Z
Topics and intended use
Owner-supplied topics: dsh-plugin
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Source and freshness
Source: GitHub. Metadata observed 2026-10-17T12:08:02.445Z. Daily imports are snapshots, not real-time monitoring.
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