技能详情（站内镜像，无评论）
许可证：MIT-0
MIT-0 ·免费使用、修改和重新分发。无需归因。
版本：v1.0.0
统计：⭐ 0 · 374 · 3 current installs · 4 all-time installs
⭐ 0
安装量（当前） 4
🛡 VirusTotal ：可疑 · OpenClaw ：良性
Package：aeoleader/memory-on-demand
安全扫描（ClawHub）
- VirusTotal ：可疑
- OpenClaw ：良性
OpenClaw 评估
This instruction-only skill does what it says — it auto-searches local QMD index and a memory folder for historical context — but it references tools (qmd, memory_search) that aren't declared and will read files under ~/.openclaw/workspace/memory/ so you should be aware it will access local stored memories.
目的
The skill's name/description (on-demand memory retrieval) matches the actions in SKILL.md: searching a QMD index and local memory files. Requesting access to a memory folder is expected for this purpose. One minor inconsistency: the instructions call external tools (qmd, memory_search) although the skill metadata declares no required binaries.
说明范围
Instructions explicitly tell the agent to run 'qmd search' and grep the ~/.openclaw/workspace/memory/ directory. Reading those local files is within the stated purpose, but the SKILL.md gives the agent direct permission to read the user's memory directory and to invoke qmd/memory_search commands — confirm you are comfortable with that level of local data access.
安装机制
There is no install spec and no code files (instruction-only), so nothing will be written to disk by an installer. This lowers risk; however, the runtime relies on external tools that must already exist on the system (qmd, optional memory_search).
证书
No environment variables, credentials, or config paths are requested in the metadata. The SKILL.md only references a local workspace path (~/.openclaw/workspace/memory/), which is proportionate to a memory-retrieval skill.
持久
The skill is not always-on and is user-invocable; it does not request elevated or persistent platform privileges. Autonomous invocation is allowed by default, which is normal for skills and not an extra privilege here.
综合结论
This skill will search your local QMD index and files under ~/.openclaw/workspace/memory/ when trigger keywords appear. Before installing: (1) confirm you are comfortable with the agent reading those local memory files; (2) ensure the referenced tools (qmd, memory_search) exist on your system — the metadata doesn't declare them explicitly; (3) verify what 'QMD' and the workspace configuration refer to in your environment; and (4) consider whet…
安装（复制给龙虾 AI）
将下方整段复制到龙虾中文库对话中，由龙虾按 SKILL.md 完成安装。
请把本段交给龙虾中文库（龙虾 AI）执行：为本机安装 OpenClaw 技能「Memory On Demand」。简介：按需记忆检索。当用户询问历史相关问题时，自动搜索 memory 和 QMD 获取相关信息。。
请 fetch 以下地址读取 SKILL.md 并按文档完成安装：https://raw.githubusercontent.com/openclaw/skills/refs/heads/main/skills/aeoleader/memory-on-demand/SKILL.md
（来源：yingzhi8.cn 技能库）SKILL.md
---
name: memory-on-demand
description: "按需记忆检索。当用户询问历史相关问题时，自动搜索 memory 和 QMD 获取相关信息。"
argument-hint: "自动记忆检索"
---
# Memory On Demand - 按需记忆检索
## 触发条件
当用户问题包含以下关键词时自动触发：
- "之前"、"以前"、"上次"
- "历史"、"记录"
- "那次"、"那次"
- "还记得吗"
- "我之前"
- "之前我们"
- "那时候"
## 执行流程
### 1. 判断是否需要检索
检查用户问题是否与历史记录相关。
### 2. 选择检索方式
**首选：QMD 搜索**（更快、更准确）
```bash
qmd search "关键词" --limit 5
```
**备选：Memory 搜索**
```bash
# 搜索 memory 文件
grep -r "关键词" ~/.openclaw/workspace/memory/
# 或使用 memory_search
```
### 3. 返回结果
将搜索结果整理后返回给用户。
## 使用示例
用户问："之前那次健身训练的记录是什么？"
自动执行：
1. 检测到"之前"关键词
2. 执行 `qmd search "健身 训练"`
3. 返回相关记录
## 优势
- **按需加载**：只在需要时搜索，不浪费 context
- **自动触发**：无需手动指定
- **多源检索**：QMD + Memory 双保险
## 配置
- QMD 索引：已配置 workspace + butler + researcher + sessions
- Memory 文件：自动读取 memory/*.md
---
*自动记忆检索 skill*