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Memory Creator

ASecurity

指导 AI 生成简洁的记忆内容描述。当用户想要记录事情、创建记忆、生成记忆摘要时使用。触发短语包括:"记住这个"、"创建记忆"、"记录一下"、"帮我记住"、"memory"。

2 stars
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Added 9/20/2026
researchapi

Works with

api

Security Analysis

A100/100

Scanned 9/20/2026

Install to Claude Code

$npx -y skills add HACK-WU/skills --skill memory-creator --agent claude-code

Installs into .claude/skills of the current project.

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Files
SKILL.md
---
name: memory-creator
description: 指导 AI 生成简洁的记忆内容描述。当用户想要记录事情、创建记忆、生成记忆摘要时使用。触发短语包括:"记住这个"、"创建记忆"、"记录一下"、"帮我记住"、"memory"。
---

# 记忆内容生成器

## 功能说明

本 skill 指导 AI 生成简洁的记忆内容描述,**仅做输出,不写入记忆系统**。生成的记忆内容供用户参考或手动保存。

## 生成规则

### 核心原则

- **一句话**:每个记忆内容必须精简为一句话
- **简洁凝练**:去除冗余词汇,保留核心信息
- **独立完整**:单句即可理解完整含义

### 格式要求

```
记忆:{主语} + {动作/状态} + {关键信息}
```

### 生成流程

1. **提取核心信息**:从用户输入中识别关键事实
2. **去除冗余**:删除修饰词、重复信息、上下文废话
3. **重组语句**:按"主语+动作+信息"结构重组
4. **输出记忆**:以"记忆:"前缀输出

## 示例

### 示例 1:用户描述较长

**用户输入**:
"我今天在调试那个登录功能的时候发现,原来是因为JWT token过期时间设置得太短了,只有15分钟,用户经常在操作过程中就过期了,需要改成24小时"

**输出**:
```
记忆:JWT token 过期时间需从 15 分钟改为 24 小时
```

### 示例 2:用户描述简短

**用户输入**:
"数据库密码是 abc123"

**输出**:
```
记忆:数据库密码为 abc123
```

### 示例 3:用户描述模糊

**用户输入**:
"那个API好像有问题,之前用的时候返回的数据格式不对,好像是字段名变了"

**输出**:
```
记忆:某 API 返回数据格式异常,疑似字段名变更
```

## 注意事项

1. **不自动保存**:生成的记忆内容仅输出,不调用 memory_store
2. **不重复生成**:同一内容不重复生成记忆
3. **敏感信息**:涉及密码、密钥等敏感信息时,提醒用户注意安全
4. **模糊信息**:用户描述模糊时,保留不确定性表述(如"疑似"、"可能")
5. **载体升级提示**:待记内容包含多步流程、触发条件或完整解决步骤时,一句话记忆会丢失关键信息——提示用户走 `loop-discovery` 评估是否应沉淀为 solution 或 skill

## 跳过条件

以下情况不生成记忆:
- 用户明确说"不用记住"、"不需要记忆"
- 内容过于简单(如"好的"、"知道了")
- 内容为问题而非陈述(如"这个怎么用?")

Attribution

HACK-WUHACK-WU
View sourceMore from HACK-WU →
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Your tool, in front of Claude Code builders.

3 founder slots · $299/mo · GSC-verified traffic · sponsors can never buy grades.

See placements

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