memory记忆管理器是一套面向 AI Agent 的无限分类长期记忆系统,与 Agent 内置记忆并行运行、互不冲突. 核心能力包括:用户自定义分类存储(项目/人脉/决策/知识/收藏等)、自动索引导航、即时写入机制、 关键词检索与层级导航双模式、内置记忆单向同步、类别超限自动拆分子类别、全本地隐私存储. 适用于需要组织化长...
Install via ClawdBot CLI:
clawdbot install ivangdavila/memoryGrade Excellent — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Generated Mar 1, 2026
An AI support agent uses memory to recall a user's past issues, preferences (like contact method or language), and product history to provide faster, more personalized assistance without asking repetitive questions. It avoids storing sensitive data like passwords, keeping memory focused on context that improves efficiency.
The agent tracks architectural decisions, lessons from past mistakes (e.g., deployment failures), and recurring user request patterns across development sessions. It maintains a scannable master file with key decisions and archives daily logs to prevent context overload during coding tasks.
In an e-learning platform, the agent remembers a student's explicitly stated preferences (e.g., learning pace), mistakes made in past lessons, and patterns in their questions to tailor future explanations. It avoids storing obvious facts or raw conversation logs, focusing on distilled insights for personalized guidance.
The agent manages long-term memory for patient preferences (e.g., appointment reminders via text), project context like clinic protocols, and lessons from scheduling errors. It excludes sensitive data like medical records, using concise statements and date-based logs to ensure accurate, efficient retrieval during administrative tasks.
Offer the memory skill as part of a subscription-based AI agent platform, charging monthly fees per user or team. Revenue comes from tiered plans with features like advanced memory analytics, priority support, and integration with popular tools like CRM or project management software.
Sell customized memory skill packages to large enterprises for internal use, such as in customer support or IT departments. Revenue is generated through one-time licensing fees or annual contracts, including training, maintenance, and compliance with data security standards.
Provide a basic version of the memory skill for free to individual users or small teams, with limitations on storage or features. Revenue comes from premium upgrades offering advanced capabilities like automated memory pruning, integration APIs, and enhanced retrieval patterns for business use.
💬 Integration Tip
Integrate the memory skill by setting up a structured file system (e.g., MEMORY.md and topic-specific directories) and implementing semantic search for efficient retrieval, ensuring it loads only relevant context per task to avoid overwhelming the agent's context window.
Scored Apr 19, 2026
Meta-skill for AI agent self-improvement. Analyzes runtime logs to detect error patterns, regressions, and inefficiencies, then generates structured improvem...
Stop waiting for prompts. Keep working.
Turn OpenClaw into a learning-loop agent with seeded workspace rules, skill promotion, reflective memory, and proactive maintenance.
Meta-agent skill for orchestrating complex tasks through autonomous sub-agents. Decomposes macro tasks into subtasks, spawns specialized sub-agents with dynamically generated SKILL.md files, coordinates file-based communication, consolidates results, and dissolves agents upon completion. MANDATORY TRIGGERS: orchestrate, multi-agent, decompose task, spawn agents, sub-agents, parallel agents, agent coordination, task breakdown, meta-agent, agent factory, delegate tasks
Complete toolkit for creating autonomous AI agents and managing Discord channels for OpenClaw. Use when setting up multi-agent systems, creating new agents, or managing Discord channel organization.
Billions decentralized identity for agents. Link agents to human identities using Billions ERC-8004 and Attestation Registries. Verify and generate authentic...