Claude Code
Codex
Cursor
GitHub Copilot
Gemini CLIAbout this skill
记忆编排器是面向 AI Agent 的智能记忆管理系统,针对分层体系不清、自动摘要质量不稳、 并发写入冲突、缺乏健康度指标四大痛点而设计。核心能力包括:四层记忆架构(工作/短期/长期/重要, 每层独立容量与清理策略)、三模式检索(关键词/语义/混合,混合模式算法加权打分)、 自动摘要生成与质量评估器(信息保留率/压缩比/可读性/准确性四维指标)、 记忆健康度仪表盘(容量/分布/命中率/陈旧度四维量化与主动告警)、 并发写入冲突解决(乐观锁+版本合并+字段级合并策略)、过期记忆自动清理、模块化扩展接口。 提供从存储到检索到摘要的全生命周期编排,让 Agent 记忆真正可控可观测。 适用于长会话 Agent、聊天机器人上下文管理、多 Agent 共享记忆、客服助理上下文治理等场景。
Quick start
- Copy the install prompt. Use the green button above this README.
- Send it to your agent. Paste it into your coding agent’s chat and send.
- Review the setup. Your agent checks the skill’s instructions, requirements, and installation scope.
Review, license & listing details
Review the source before using this skill
This is an imported listing. We haven’t certified its safety, license, or compatibility. Skills may include executable scripts.
Automated security scan: Partial
Only SKILL.md was scanned. Supporting files and scripts were not checked. No safety grade has been assigned.
0 potential findings · Scanned 11/4/2026 · Scanner 0.2.1
Content SHA-256: bc15d4d474962bb4f5ef13248c62a152b1c458f906f19e1a95dbc931febf1d9f
About this listing
- Category
- General
- Reported license
- Not specified
- Listing language (estimated)
- Chinese
- Review status
- Not individually reviewed
- Agent compatibility
- Atlas installation supports Claude Code, Codex, and Cursor. Skill-specific dependencies and features are checked during setup.