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aradotso/memory-lancedb-pro-openclaw

專家用於 memory-lancedb-pro 的技能——一個生產級別的、基於 LanceDB 的長期記憶外掛,專為 OpenClaw 代理設計,具備混合檢索、交叉編碼器重新排序、多範圍隔離及智慧自動捕獲功能。

memory-lancedb-pro-openclaw 是什麼?

此技能是為 OpenClaw 代理提供生產環境級別長期記憶能力的專用外掛,建構於高效能向量資料庫 LanceDB 之上。它透過混合檢索策略,結合向量相似度與關鍵字匹配,提升記憶檢索的準確性與覆蓋率。此外,使用交叉編碼器對檢索結果進行重新排序,優先呈現最相關的上下文。技能支援多範圍隔離機制,能區分不同代理或任務的記憶空間,避免干擾。智慧自動捕獲功能則能自動從代理對話與操作中提取關鍵資訊並儲存,減少手動干預。此技能適用於 OpenClaw 代理平台,讓代理具備持久化、可檢索的長期記憶,從而實現更連貫、更個人化的互動行為。

相容平台~Claude Code~Codex CLI~Cursor
npx skills add https://github.com/aradotso/trending-skills/tree/main/skills/memory-lancedb-pro-openclaw

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說明文件

memory-lancedb-pro-openclaw 是做什麼的?

專家用於 memory-lancedb-pro 的技能——一個生產級別的、基於 LanceDB 的長期記憶外掛,專為 OpenClaw 代理設計,具備混合檢索、交叉編碼器重新排序、多範圍隔離及智慧自動捕獲功能。

Individual skills in this repo

This repo contains 20 individual skills — each has its own dedicated page.

aradotso/724-office-ai-agent

Self-evolving AI agent system with 26 tools, three-layer memory, MCP plugins, and 24/7 self-repair in pure Python.

aradotso/agency-agents-ai-specialists

A collection of specialized AI agent personalities for Claude Code, Cursor, Aider, Windsurf, and other AI coding tools — covering engineering, design, marketing, sales, and more.

aradotso/agent-browser-automation

Headless browser automation CLI for AI agents using native Rust binary with Chrome DevTools Protocol

aradotso/antigravity-manager

AI coding agent skill for Antigravity Manager — a Tauri v2 + Rust desktop app and Docker service that manages multiple Google/Anthropic accounts and proxies them as standard OpenAI/Anthropic/Gemini API endpoints with intelligent account rotation.

aradotso/aracli-deploy-management

Guide to deploying and managing OpenClaw-compatible AI agent systems across cloud, bare metal, and hybrid infrastructure.

aradotso/autoresearchclaw-autonomous-research

Fully autonomous research pipeline that turns a topic idea into a complete academic paper with real citations, experiments, and conference-ready LaTeX.

aradotso/autoresearch-genealogy

Structured prompts, vault templates, and autonomous research workflows for AI-assisted genealogy using Claude Code.

aradotso/brreg

Search and retrieve Norwegian company data from Brønnøysundregistrene (the Norwegian Business Registry). Access all ~1.2 million registered companies in Norway.

aradotso/chrome-cdp-live-browser

Give AI agents access to your live Chrome session via CDP — interact with open tabs, logged-in accounts, and current page state

aradotso/claude-hud-statusline

A Claude Code plugin that displays a real-time HUD showing context usage, active tools, running agents, and todo progress in your terminal statusline.

aradotso/claude-peers-mcp

Enable multiple Claude Code instances to discover each other and exchange messages in real-time via a local broker daemon and MCP server.

aradotso/clui-cc-claude-overlay

Command Line User Interface for Claude Code — a floating macOS desktop overlay with multi-tab sessions, permission approval UI, voice input, and skills marketplace.

aradotso/cmux-terminal-multiplexer

AI-native terminal multiplexer with programmable socket API, full Playwright-equivalent browser automation, and agent team coordination — built for Claude Code and autonomous agent workflows

aradotso/code-review-graph

Build a persistent knowledge graph of your codebase so Claude reads only what matters — up to 49x fewer tokens on coding tasks.

aradotso/codex-autoresearch-loop

Self-directed iterative research skill for Codex that continuously cycles through modify, verify, retain or discard, and repeat until a measurable goal is reached.

aradotso/copaw-ai-assistant

Personal AI assistant framework supporting multiple chat channels (DingTalk, Feishu, QQ, Discord, etc.) with extensible skills, local/cloud deployment, and cron scheduling.

aradotso/corridorkey-green-screen

AI-powered green screen keyer that unmixes foreground colors and generates clean linear alpha channels using neural networks

aradotso/crucix-intelligence-dashboard

Personal intelligence agent that aggregates 27 OSINT data sources into a self-hosted Jarvis-style dashboard with Telegram/Discord bots, LLM analysis, and real-time alerts.

aradotso/daily-stock-analysis

LLM-powered A/H/US stock intelligent analysis system with multi-source data, real-time news, AI decision dashboards, and multi-channel push notifications via GitHub Actions.

aradotso/deepseek-ocr

Expert skill for using DeepSeek-OCR, a vision-language model for optical character recognition with context optical compression supporting documents, PDFs, and images.

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