A context-compression plugin for month-long single sessions (billions of tokens) ,small context windows (a 100K context is enough) and token savings (5x fewer tokens) .上下文压缩插件，月级长会话会话， 兼顾小窗口(100k上下文足矣)省token(省5倍token) . billion-context is all you need
Install verification: runtime verified (L5) · tested on dsh 0.2.1-rc.2 · last checked Install verification details →
What it doesAI
Compresses LLM context so small windows suffice, cutting tokens ~5x while enabling month-long single sessions with billions of tokens.
- Context compression for models with small windows like 100K
- About 5x token savings on long conversations
- Supports month-long single sessions reaching billions of tokens
Capability tags are AI-inferred or rule-extracted from the README (see badge) — vocabulary-limited, not install-verified. AI = inferred; README = literal keyword from the readme.
Installation
dsh plugin --profile web add billion-context@0.1.203security scan passed · npm package v0.1.203
Install method: npm · runtime verified (L5)
Verification & Compatibility
Grouped by plugin version: each card lists the dsh versions actually tested against that artifact version and their install verdicts (L5 wins). Untested combinations are omitted — absence means untested, never assumed compatible. L1–L3 are a plugin-level static archive (independent of the dsh version — the same verdict on every dsh row): they sit in each row's level grid next to L4/L5, marked "static", while their evidence is stored once per plugin inside that row's "checks & evidence" instead of being duplicated per version.
External credentials (plugin-level): none detected
○ The author declares no dsh version requirement — install is not blocked by version.
| plugin ＼ dsh | dsh 0.2.1-rc.2 current | dsh 0.2.1-alpha.4 | dsh 0.2.1-alpha.2 |
|---|---|---|---|
| 0.1.202 | · | · | · |
| 0.1.199 | ✓ | · | · |
| 0.1.198 | · | · | · |
| 0.1.197 | · | ✓ | · |
| 0.1.196 | · | · | ✓ |
0.1.202npm2026-10-21
billion-context
No runtime install test for this version (static scan only) — compatibility unknown, never assumed.
0.1.199npm✓ 1 runtime-verified2026-10-18
billion-context
✓dsh 0.2.1-rc.2current2026-10-18L5 · runtime verified
- • Node.js: v24.14.0
- • DSH: 0.2.1-rc.2
- • Plugin artifact: npm · billion-context@0.1.199
ID: billion-context@0.1.199@dsh0.2.1-rc.2 · profile: l4-sandbox
Issued: 2026-10-18 · expires: 2026-10-25
View checks & evidence
↳ carried from earlier record billion-context@0.1.202@dsh0.2.1-rc.2 (l3-fullscan)
↳ carried from earlier record billion-context@0.1.202@dsh0.2.1-rc.2 (l3-fullscan)
↳ carried from earlier record billion-context@0.1.202@dsh0.2.1-rc.2 (l3-fullscan)
active in loader tree (150 entries)
L1–L3 are plugin-level static conclusions (baseline, identical across dsh versions): evidence is stored once per plugin.
0.1.198npm2026-10-18
billion-context
No runtime install test for this version (static scan only) — compatibility unknown, never assumed.
0.1.197npm✓ 1 runtime-verified2026-10-15
billion-context
✓dsh 0.2.1-alpha.42026-10-15L5 · runtime verified
- • Node.js: v24.14.0
- • DSH: 0.2.1-alpha.4
- • Plugin artifact: npm · billion-context@0.1.197
ID: billion-context@0.1.197@dsh0.2.1-alpha.4 · profile: l4-sandbox
Issued: 2026-10-15 · expires: 2026-10-22
View checks & evidence
↳ carried from earlier record billion-context@0.1.202@dsh0.2.1-rc.2 (l3-fullscan)
↳ carried from earlier record billion-context@0.1.202@dsh0.2.1-rc.2 (l3-fullscan)
↳ carried from earlier record billion-context@0.1.202@dsh0.2.1-rc.2 (l3-fullscan)
active in loader tree (150 entries)
L1–L3 are plugin-level static conclusions (baseline, identical across dsh versions): evidence is stored once per plugin.
0.1.196npm✓ 1 runtime-verified2026-10-14
billion-context
✓dsh 0.2.1-alpha.22026-10-14L5 · runtime verified
- • Node.js: v24.14.0
- • DSH: 0.2.1-alpha.2
- • Plugin artifact: npm · billion-context@0.1.196
ID: billion-context@0.1.196@dsh0.2.1-alpha.2 · profile: l4-sandbox
Issued: 2026-10-14 · expires: 2026-10-21
View checks & evidence
↳ carried from earlier record billion-context@0.1.202@dsh0.2.1-rc.2 (l3-fullscan)
↳ carried from earlier record billion-context@0.1.202@dsh0.2.1-rc.2 (l3-fullscan)
↳ carried from earlier record billion-context@0.1.202@dsh0.2.1-rc.2 (l3-fullscan)
active in loader tree (150 entries)
L1–L3 are plugin-level static conclusions (baseline, identical across dsh versions): evidence is stored once per plugin.
Only the latest 3 published versions are shown; source-snapshot (commit hash) groups, unstated groups and older versions are omitted — the full archive stays in the data layer (snapshot/unstated groups appear only when a plugin has no published version).
Author badges
Embed the official badges in your README to showcase security & install-test status:
`[](https://www.dsh.so/artifact/billion-context/)``[](https://www.dsh.so/artifact/billion-context/)`Security Report
Two automated layers, neither a manual review: a static scan (per-plugin rule checks) and a model-driven dynamic security audit that covers only the subset static-flagged at warn or above and never executes plugin code.
Static low, dynamic no conclusion — stricter wins → overall low.
v0.1.203dsh manifest0.1.203npm2026-10-21v0.1.204version moved onclean · npmVet is an AST static scan (npm artifact or git source).
not in the dynamic queue (queue only covers plugins static-flagged at warn or above) — this does not mean the dynamic audit found it safe.
Rule: the dynamic audit can only raise risk, never lower it (raise-only, never an exemption); a wrong raise is withdrawn by human review and the tier falls back to the static verdict. Overall verdict = the stricter of the two layers.
Disclaimer: the static scan and the dynamic security audit are both automated analysis, not a security guarantee. Always review what you install.
Activity
Last commit 2026-10-21 · activity: Active
• Repo created: 2026-08-06
• Stars: ★ 2,243 · Forks: 196
• Health: Active — committed within last 30 days
Source
Author README
View on GitHub ↗The author's original README from the repository — fetched live, unedited (the English page loads the default README).