memory-indexer短期记忆关键词索引工具 - 自动提取关键词、建立索引、搜索记忆,支持关联发现、时间线视图、重要记忆标记、三级级联搜索、会话备份与精简等功能。版本 2.0.0
Install via ClawdBot CLI:
clawdbot install smallmj/memory-indexerGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Calls external URL not in known-safe list
https://github.com/smallmj/memory-indexerAudited Apr 16, 2026 · audit v1.0
Generated Mar 20, 2026
Enhances customer service by indexing past interactions to quickly retrieve relevant solutions and context. This reduces response times and improves accuracy in handling recurring issues, especially in Chinese-language support environments.
Helps users manage personal notes and memories by automatically indexing keywords and enabling semantic search. It supports long-term recall of tasks, ideas, and conversations, preventing session bloat and ensuring efficient memory retrieval.
Assists researchers in organizing and searching through large volumes of documents or notes by extracting keywords and using vector-based semantic search. It facilitates discovery of related content and maintains a timeline of research progress.
Indexes patient records and clinical notes to enable quick retrieval of medical histories and treatment plans. The tool's keyword extraction and semantic search help healthcare professionals access relevant information efficiently during consultations.
Supports writers and content creators by indexing drafts, ideas, and references for easy search and association. It helps maintain continuity in long projects and suggests related past content based on current writing topics.
Offer the memory-indexer as a cloud-based service with tiered plans based on storage, search capabilities, and integration features. Revenue comes from monthly or annual subscriptions, targeting businesses and individual users needing scalable memory management.
Sell customized licenses to large organizations for on-premise deployment, with added support, training, and integration services. This model focuses on industries like healthcare or customer service where data privacy and high-volume usage are critical.
Provide a free basic version with limited indexing and search features, while charging for advanced functionalities like vector semantic search, hook automation, and enhanced support. This attracts a broad user base and converts power users to paid plans.
💬 Integration Tip
Ensure Python 3.8+ and jieba are installed, and consider using the provided hooks for seamless integration with AI agent frameworks like OpenClaw.
Scored Jun 17, 2026
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Turn scattered local sources into a source-constrained evidence notebook for incident, release, and maintainer decisions.
三级记忆管理系统 (Three-Tier Memory Management)。用于管理 AI 代理的短期、中期、长期记忆。包括:(1) 滑动窗口式短期记忆,(2) 自动摘要生成中期记忆,(3) 向量检索长期记忆 (RAG)。当需要管理对话历史、优化上下文、构建个人知识库、或实现记忆持久化时使用此 Skill。
Store secrets, long-term memory, daily logs, and anything custom in your Convex backend instead of local files