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Install in OpenClaw
/install huo15-openclaw-memory-curator
Description
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。
README (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
Usage Guidance
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.
Capability Analysis
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.
Capability Assessment
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.
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.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install huo15-openclaw-memory-curator - After installation, invoke the skill by name or use
/huo15-openclaw-memory-curator - Provide required inputs per the skill's parameter spec and get structured output
Version History
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
Metadata
Frequently Asked Questions
What is Huo15 Openclaw Memory Curator?
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。 It is an AI Agent Skill for Claude Code / OpenClaw, with 129 downloads so far.
How do I install Huo15 Openclaw Memory Curator?
Run "/install huo15-openclaw-memory-curator" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Huo15 Openclaw Memory Curator free?
Yes, Huo15 Openclaw Memory Curator is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Huo15 Openclaw Memory Curator support?
Huo15 Openclaw Memory Curator is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Huo15 Openclaw Memory Curator?
It is built and maintained by Job Zhao (@zhaobod1); the current version is v1.1.1.
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