rag-optimization当需要RAG检索内容时触发；完整的RAG系统优化方案，涵盖21+种策略（含Self-RAG、命题分块、片段提取、上下文压缩、引用溯源、查询意图、多跳检索、文档预处理）；提供诊断工具、实现代码、配置模板与评估框架；帮助构建高准确率生产级RAG应用；当用户需要优化知识库问答、提升检索准确率、评估RAG系统效果、解决检...
Install via ClawdBot CLI:
clawdbot install kiwifruit13/rag-optimizationGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Usage Guide
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Scored Apr 19, 2026
Use CodexBar CLI local cost usage to summarize per-model usage for Codex or Claude, including the current (most recent) model or a full model breakdown. Trigger when asked for model-level usage/cost data from codexbar, or when you need a scriptable per-model summary from codexbar cost JSON.
Check Antigravity account quotas for Claude and Gemini models. Shows remaining quota and reset times with ban detection.
使用豆包（火山引擎）语音合成大模型 API 将文本转换为语音音频文件。支持声音复刻音色（S_ 开头的音色ID）和官方预置音色。当用户要求"语音合成"、"文字转语音"、"TTS"、"朗读文本"、"生成语音"、"用我的声音读"、"豆包语音"、"声音复刻合成"等相关请求时，务必使用此 skill。即使用户只是说"帮我把...
Intelligent model routing for sub-agent task delegation. Choose the optimal model based on task complexity, cost, and capability requirements. Reduces costs...
自动生成科技新闻摘要。从多个来源（RSS、Twitter、GitHub、Web Search）抓取科技新闻，整合后生成摘要。
Sync OpenRouter models used by OpenClaw into this installation's config. Fetches the OpenClaw app leaderboard from OpenRouter, verifies model IDs against the...