Claude Skill
juyterman1000/entroly
Entroly-Daemon 将200万token的仓库压缩为首席工程师级别的上下文,减少95%的token消耗。专为Cursor、Claude Code、Opus、Codex、GPT及自定义提供商打造。开源Rust守护进程。
概览
仓库信息
安装这个 Skill
pip install entroly # or: npm i -g entroly · brew install juyterman1000/entroly/entrolyRegistry 信息
pip install entroly # or: npm i -g entroly · brew install juyterman1000/entroly/entrolypip install entroly # core: MCP server + Python enginepip install entroly[proxy] # + HTTP proxypip install entroly[native] # + Rust enginepip install entroly[full] # everything
项目简介
Entroly-Daemon 是一个自我进化的守护进程,可将高达200万token的大型代码仓库压缩成首席工程师级别的精准上下文,减少95%的token消耗。专为Cursor、Claude Code、Opus、Codex、GPT及自定义提供商打造,让AI交互更高效、更经济。
Entroly-Daemon: Self-Evolving Daemon. Compress 2M-token repos into a razor-sharp Principal Engineer's context. 85–99% fewer tokens, 100% accuracy retention (verified by live API benchmarks). Built for Cursor, Claude Code, Opus, Codex, GPT & Custom Providers.
要点
- 自我进化的守护进程架构
- 将200万token的仓库压缩为简洁上下文
- 减少95%的token消耗以节省成本
- 支持Cursor、Claude Code、Opus、Codex、GPT及自定义提供商
- 开源且基于Rust构建,性能卓越
使用场景
- 为AI代码助手优化大型代码库
- 降低基于LLM的开发工作流中的API成本
- 提升Claude Code和Cursor的上下文质量
- 简化企业AI部署中的token预算管理
README 摘要
<p align="center"> <a href="docs/i18n/README.zh-CN.md">中文</a> • <a href="docs/i18n/README.ja.md">日本語</a> • <a href="docs/i18n/README.ko.md">한국어</a> • <a href="docs/i18n/README.pt-BR.md">Português</a> • <a href="docs/i18n/README.es.md">Español</a> • <a href="docs/i18n/README.de.md">Deutsch</a> • <a href="docs/i18n/README.fr.md">Français</a> • <a href="docs/i18n/README.ru.md">Русский</a> • <a href="docs/i18n/README.hi.md">हिन्दी</a> • <a href="docs/i18n/README.tr.md">Türkçe</a> </p> <p align="center"> <img src="docs/assets/entroly_wordmark.svg" width="820" alt="Entroly"> </p> <p align="center"><b>Cut your Claude / OpenAI / Gemini bill 70–95% on AI coding.</b><br> Compress context, keep provider caches hot, and verify every answer with a <b>$0 hallucination guard</b>.</p> <p align="center"> <sub>Drop-in for <b>Cursor, Claude Code, Codex, Aider + 34 more</b> and custom providers — 30s, no code changes.</sub> </p> <p align="center"> <sub>Auditable context control plane · every answer gets a receipt: what was used, what was omitted, why, and the risks that remain · local-first · Rust + WASM · reversible · savings measured on real workloads</sub> </p> <p align="center"> <img src="https://img.shields.io/pypi/v/entroly?color=blue&label=PyPI" alt="PyPI"> <img src="https://img.shields.io/npm/v/entroly-wasm?color=red&label=npm" alt="npm"> <img src="https://img.shields.io/badge/License-Apache_2.0-green" alt="License"> <img src="https://img.shields.io/badge/Token_Savings-tested_70--95%25-brightgreen" alt="Token savings"> <img src="https://img.shields.io/badge/Hallucination-HaluEval--QA_0.844_AUROC_·_%240-blueviolet" alt="Hallucination guard"> <img src="https://img.shields.io/badge/Engine-Rust_+_WASM-orange?logo=rust" alt="Rust + WASM"> </p>