Tools
Opencompress Openclaw
By OpenCompress plugin for OpenClaw โ automatic 5-layer prompt compression for any LLM
Install
openclaw plugins install @opencompress/openclawREADME
<p align="center">
<br />
<br />
<strong><code>๐๏ธ OpenCompress</code></strong>
<br />
<em>for OpenClaw</em>
<br />
<br />
</p>
<h3 align="center">Your keys. Your models. Fewer tokens. Better quality.</h3>
<br />
<p align="center">
<a href="https://www.npmjs.com/package/@opencompress/openclaw"><img src="https://img.shields.io/npm/v/@opencompress/openclaw?style=flat-square&color=000&label=npm" alt="npm" /></a>
<a href="https://github.com/open-compress/opencompress-openclaw"><img src="https://img.shields.io/github/stars/open-compress/opencompress-openclaw?style=flat-square&color=000&label=stars" alt="stars" /></a>
<a href="https://github.com/open-compress/opencompress-openclaw/blob/main/LICENSE"><img src="https://img.shields.io/badge/license-MIT-000?style=flat-square" alt="license" /></a>
<a href="https://openclaw.ai"><img src="https://img.shields.io/badge/OpenClaw-plugin-000?style=flat-square" alt="OpenClaw" /></a>
</p>
<br />
---
<p align="center">
OpenCompress is an <a href="https://openclaw.ai">OpenClaw</a> plugin that optimizes LLM input and output using a state-of-the-art multi-stage compression pipeline. It reduces token usage and improves response quality, automatically, on every call. Works with any provider you already use: Anthropic, OpenAI, Google, OpenRouter, and any OpenAI-compatible API.
</p>
---
<br />
We don't sell tokens. We don't resell API access.
You use your own keys, your own models, your own account. Billed directly by Anthropic, OpenAI, or whoever you choose. We compress the traffic so you get charged less and your agent thinks clearer.
Compression doesn't just save money. It removes the noise. Leaner prompts mean the model focuses on what matters. Shorter context, better answers, better code.
No vendor lock-in. Uninstall anytime. Everything goes back to exactly how it was.
<br />
---
<br />
### How it works
```
โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ
โ Your OpenClaw Agent โ
โ โ
โ model: opencompress/auto โ
โโโโโโโโโโโโโโโโฌโโโโโโโโโโโโโโโโ
โ
โผ
โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ
โ Local Proxy (:8401) โ
โ โ
โ reads your provider key โ
โ from OpenClaw config โ
โโโโโโโโโโโโโโโโฌโโโโโโโโโโโโโโโโ
โ
โผ
โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ
โ opencompress.ai โ
โ โ
โ compress โ forward โ
โ your key in header โ
โ never stored โ
โโโโโโโโโโโโโโโโฌโโโโโโโโโโโโโโโโ
โ
โผ
โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ
โ Your LLM Provider โ
โ (Anthropic / OpenAI) โ
โ โ
โ sees fewer tokens โ
โ charges you less โ
โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ
```
<br />
---
<br />
### Install
```bash
openclaw plugins install @opencompress/openclaw
openclaw onboard opencompress
openclaw gateway restart
```
Select **`opencompress/auto`** as your model. Done.
<br />
### Models
Every provider you already have gets a compressed mirror:
```
opencompress/auto โ your default, compressed
opencompress/anthropic/claude-sonnet-4 โ Claude Sonnet, compressed
opencompress/anthropic/claude-opus-4-6 โ Claude Opus, compressed
opencompress/openai/gpt-5.4 โ GPT-5.4, compressed
```
Switch back to the original model anytime to disable compression.
<br />
### Commands
```
/compress-stats view savings, balance, token metrics
/compress show status and available models
```
<br />
---
<br />
### What we believe
<table>
<tr>
<td width="50%">
**Your keys are yours.**
We read your API key from OpenClaw's config at runtime, pass it in a per-request header, and discard it immediately. We never store, log, or cache your provider credentials. Ever.
</td>
<td width="50%">
**Your prompts are yours.**
Prompts are compressed in-memory and forwarded. Nothing is stored, logged, or used for training. The only thing we record is token counts for billing, original vs compressed. That's it.
</td>
</tr>
<tr>
<td>
**Zero lock-in.**
We don't replace your provider. We don't wrap your billing. If you uninstall, your agents keep working exactly as before. Same keys, same models, same everything.
</td>
<td>
**Failure is invisible.**
If our service goes down, your requests fall back directly to your provider. No errors, no downtime, no interruption. You just temporarily lose the compression savings.
</td>
</tr>
</table>
<br />
---
<br />
### Supported providers
```
Anthropic Claude Sonnet, Opus, Haiku anthropic-messages
OpenAI GPT-5.x, o-series openai-completions
Google Gemini openai-compat
OpenRouter 400+ models openai-completions
Any OpenAI-compatible endpoint openai-completions
```
<br />
### Pricing
Free credit on signup. No credit card. Pay only for the tokens you save.
**[Dashboard โ](https://www.opencompress.ai/dashboard)**
<br />
---
<br />
<p align="center">
<a href="https://www.opencompress.ai">opencompress.ai</a>
ยท
<a href="https://www.npmjs.com/package/@opencompress/openclaw">npm</a>
ยท
<a href="https://github.com/open-compress/opencompress-openclaw">github</a>
</p>
<p align="center">
<sub>MIT License ยท OpenCompress</sub>
</p>
<br />
<!-- SEO: OpenClaw plugin, LLM token compression, save LLM tokens, reduce token cost, prompt compression, token optimization, reduce OpenClaw token usage, save API costs, LLM cost reduction, compress prompts, token savings, reduce AI costs, BYOK compression, OpenAI cost reduction, Anthropic cost reduction, Claude token savings, GPT token optimization, context compression, agentic compression, save money on LLM, reduce LLM bill, compress LLM context, openclaw cost savings -->
tools
Comments
Sign in to leave a comment