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Huo15 Openclaw Memory Curator

Name: Huo15 Openclaw Memory Curator
Author: zhaobod1

作者 Job Zhao · GitHub ↗ · v1.1.1 · MIT-0

cross-platform ✓ 安全检测通过

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当前安装

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在 OpenClaw 中安装

/install huo15-openclaw-memory-curator

功能描述

记忆整理技能 — 审查结构化记忆，提取洞察，更新 MEMORY.md，清理过期条目。

使用说明 (SKILL.md)

记忆整理 (Memory Curator)

定期整理和优化结构化记忆系统。

使用时机

✅ 使用此技能当：

"整理一下记忆"、"清理过期记忆"
定期维护（建议每周一次）
记忆条目数量过多需要精简
需要从记忆中提取总结更新到 MEMORY.md

整理流程

1. 审查当前状态

调用 enhance_memory_review action=stats 查看各类别统计
调用 enhance_memory_review action=recent limit=30 查看最近记忆

2. 清理过期/无效记忆

检查每条记忆是否仍然有效：

project 类: 项目状态可能已变化，验证后决定保留或删除
feedback 类: 用户反馈通常长期有效，谨慎删除
user 类: 用户信息通常稳定，少量更新
reference 类: 链接/资源可能已过期，检查后决定
decision 类: 决策通常长期有效，除非被推翻

调用 enhance_memory_review action=delete id=\x3C过期记忆ID>

3. 合并重复记忆

如果多条记忆说的是同一件事：

创建一条更完整的合并记忆
删除旧的重复条目

4. 同步到 MEMORY.md

将最重要的结构化记忆摘要写入 MEMORY.md：

只写长期有效、高重要性的内容
按类别组织
保持简洁

5. 输出整理报告

## 记忆整理报告

### 统计
- 整理前: XX 条
- 删除: X 条（原因: ...）
- 合并: X 条 → X 条
- 新增: X 条
- 整理后: XX 条

### 操作记录
1. 删除 #12: 过期的项目截止日期
2. 合并 #15 + #18 → #23: 用户偏好
3. ...

### MEMORY.md 更新
[是否更新了 MEMORY.md，更新了什么]

核心原则

保守删除 — 不确定就保留，宁多勿少
feedback 最珍贵 — 用户反馈是最难重新获取的记忆类型
验证后再删 — 对 project 类记忆，先确认项目状态再决定
MEMORY.md 是精华 — 只把最重要的同步过去，不要全量复制

安全使用建议

This skill appears to do what it says: review, merge, delete memories, and update MEMORY.md. Before using it: (1) ensure the platform/action enhance_memory_review actually exists and you trust its implementation; (2) back up MEMORY.md and any important memories before running delete/merge operations; (3) prefer an interactive/manual run the first few times (require confirmation for deletes) rather than allowing fully autonomous runs; and (4) limit or review agent autonomy if you want to avoid accidental data removal.

功能分析

Type: OpenClaw Skill Name: huo15-openclaw-memory-curator Version: 1.1.1 The skill bundle is a maintenance utility designed to manage an AI agent's internal memory and update a 'MEMORY.md' file. It provides structured instructions for reviewing, merging, and deleting memory entries via the 'enhance_memory_review' action. No evidence of data exfiltration, malicious execution, or harmful prompt injection was found; the logic is strictly focused on organizational tasks within the agent's own context.

能力评估

ℹ Purpose & Capability

The name/description (memory curation, summarizing into MEMORY.md, cleaning expired entries) matches the SKILL.md steps. The instructions call an agent action named enhance_memory_review (stats/recent/delete) and tell the agent to write to MEMORY.md, which is consistent with the declared purpose. Minor note: the skill updates a filesystem artifact (MEMORY.md) but does not declare any required config paths; this is common for instruction-only skills but worth being aware of.

ℹ Instruction Scope

The runtime instructions are narrowly scoped to inspecting memory stats, listing recent memories, deleting identified expired entries, merging duplicates, and writing a summary report to MEMORY.md. These are within the stated scope. Important operational detail: the instructions include irreversible actions (delete memory entries) but do not instruct making backups or prompting for confirmation, so follow-up safeguards are recommended.

✓ Install Mechanism

Instruction-only skill with no install spec and no code files — lowest install risk. Nothing is downloaded or written by an installer.

✓ Credentials

The skill requests no environment variables, credentials, or external configuration — proportionate for a local memory-curation helper.

✓ Persistence & Privilege

always is false and there are no requests to modify other skills or system-wide settings. The skill can be invoked autonomously (default), which is expected for skills; this combined with the ability to delete memories means users should consider invocation controls if they do not want automated deletion.

如何使用

确保已安装 OpenClaw（本地或 Docker 部署）
在对话框中输入安装命令：/install huo15-openclaw-memory-curator
安装完成后，直接呼叫该 Skill 的名称或使用 /huo15-openclaw-memory-curator 触发
根据 Skill 的参数说明提供必要输入，即可获得结构化输出

版本历史

v1.1.1

Version 1.1.1 (no file changes) - No code or documentation changes detected in this version. - Version number updated; all content remains identical to previous release.

v1.1.0

huo15-openclaw-memory-curator v1.1.0 - 新增详细整理流程，包括审查、清理、合并、同步和报告步骤 - 明确各类记忆（project、feedback、user、reference、decision）的分类处理原则 - 增加操作指令的实际用法说明（如 action=stats, action=delete） - 引入阶段性整理报告模板，便于统计总结和记录操作历史 - 强调 MEMORY.md 只记录高价值内容，保持信息精简

元数据

Slug huo15-openclaw-memory-curator

版本 1.1.1

许可证 MIT-0

累计安装 0

当前安装数 0

历史版本数 2

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