大模型Token压缩·成本节约
by community
Use this page as a decision snapshot for 大模型Token压缩·成本节约: trust signal, install momentum, real user feedback, and high-intent related pages you can compare next.
Description
大模型 API 费用越来越高？token 越用越多却不知道花在哪？大模型token成本节约（llm token compressor / prompt compression / token optimizer / 上下文压缩）在请求到达大模型之前自动压缩 prompt 和上下文，减少 60-95% 的 token 消耗，直接降低 API 成本——想让 agent 和应用更省就跑它。支持 Claude/OpenAI/Gemini 等主流模型，提供代理模式、CLI 包装、Python SDK 和 MCP Server 四种接入方式，一个 tool 搞定全链路压缩。内置一键安装脚本、企业内网适配方案、压缩效果对比报告、场景专项配置（法律/医疗/金融/代码）、模型更新指南，以及可选的数据上报功能（可随时关闭，首次使用引导用户选择）。当用户说「token 太贵了」「帮我降低 API 成本」「如何压缩 prompt」「怎么节省 token」「我想优化大模型开销」时触发。Use when your LLM API bills keep growing. 基于开源项目 headroom（https://github.com/chopratejas/headroom，MIT License）封装，已注明来源与许可证。
Install 大模型Token压缩·成本节约
Run this in your OpenClaw agent to add 大模型Token压缩·成本节约 from the ClawHub registry.
openclaw skills install llm-token-compressorRequires ClawHub registry access. Review the security analysis below before installing.
Security Analysis
Open Source
Code is publicly available for audit.
Community Verified
Reviewed by the ClawHub community.
Community Reviews
Real user ratings only — separate from the editorial assessment and ClawHub signal.
Installed this skill? Sign in and leave the first review.
Save the skill now, come back after testing it, and help the next person choose with a quick review.
Frequently asked questions
Is 大模型Token压缩·成本节约 safe to install?
大模型Token压缩·成本节约 has a SkillsReview security score of 50/100. It is open source and community-verified on ClawHub. Check the full Security Analysis on this page before installing.
How much does 大模型Token压缩·成本节约 cost?
大模型Token压缩·成本节约 is free to install for OpenClaw via ClawHub.
What are the best alternatives to 大模型Token压缩·成本节约?
You can compare 大模型Token压缩·成本节约 side by side with similar OpenClaw skills on the SkillsReview comparison page to find the best fit for your workflow.
How do I install 大模型Token压缩·成本节约?
Install 大模型Token压缩·成本节约 from ClawHub at clawhub.ai/skills/llm-token-compressor, or use the install action on this page to copy the command for your OpenClaw agent.
Community Signal
Historical movement
Timeline plus trend snapshots for security, reviews, and reputation tilt.
Trend Charts
30 / 90 / 180 day snapshots for ranking movement and security-score movement.
Last updated unknown UTC
Submit your review
Share your experience and help others find the best skills.
Newsletter
Stay updated on 大模型Token压缩·成本节约 and the wider SkillsReview ecosystem
Get the weekly Top 5, fresh security alerts, and newly hot skills by email. You can unsubscribe from any newsletter email in one click.