huo15-memory-evolution火一五记忆进化技能 - 完全自主实现，提供四类记忆分类、Dream Agent 日志提炼、Team Memory 共享、Auto Capture 自动捕获、Session State 管理器、任务进度追踪器。自主实现 Claude Code 的 Auto Memory 和 Compaction 保护机制。触发词：...
Install via ClawdBot CLI:
clawdbot install jobzhao15/huo15-memory-evolutionGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
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https://clawhub.ai/jobzhao15/huo15-memory-evolutionAudited Apr 17, 2026 · audit v1.0
Generated Jul 28, 2026
基于Fire One Memory Evolution，企业微信客服AI可以自动捕获用户偏好和历史反馈，如用户喜欢简洁回答或特定沟通方式。Dream Agent每天提炼日志，确保客服记忆持续优化，提升客户满意度。
在软件开发团队中，使用Team Memory共享项目决策、代码约定和进展，确保所有团队成员（包括AI Agent）保持一致。Drift校验自动检测过时记忆，防止上下文丢失。
个人用户利用该技能为AI助理构建长期记忆，记录个人偏好、日程和重要参考信息。Session State管理器保护对话上下文，Auto Capture实时捕获高光时刻，提供更贴心的个性化服务。
企业将培训材料和常见问题作为reference记忆存储，AI Agent在回答新员工问题时自动引用。通过记忆分类和隔离，不同部门拥有独立知识库，同时共享公共知识。
提供基于云端的记忆管理系统，按Agent数量或记忆容量收费。用户无需自建基础设施，即可享自动记忆捕获、提炼和共享功能。
针对大型企业，提供私有化部署和定制开发服务。包括与现有CRM、项目管理工具集成，以及专属记忆模型训练，满足特定行业合规需求。
核心技能开源，吸引开发者社区贡献。通过提供商业支持、高级功能（如海量记忆分析、专家级Dream Agent模板）和技术咨询获利。
💬 Integration Tip
建议先在小范围Agent上测试，然后通过batch-install.sh一键部署到所有动态Agent，确保与企微插件的兼容性。
Scored Jul 4, 2026
Meta-skill for AI agent self-improvement. Analyzes runtime logs to detect error patterns, regressions, and inefficiencies, then generates structured improvem...
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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
Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations.
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.