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在 OpenClaw 中安装
/install openclaw-skill-lazy-loader
功能描述
Dramatically reduce per-session token usage by loading skills and context files only when needed — not at session start. Includes the SKILLS catalog pattern,...
安全使用建议
This skill is internally consistent and appears to do what it says: provide a catalog pattern and a local Python helper that recommends which skill files to load. Before installing, review the SKILLS.md you create and the individual SKILL.md files it points to (those files are what your agent will later load and act upon). Confirm the .clawhubsafe hashes if you need provenance assurance and be aware that lazy loading reduces token costs but does not reduce the need to trust the actual per-skill SKILL.md contents the agent may load later.
功能分析
Type: OpenClaw Skill
Name: openclaw-skill-lazy-loader
Version: 1.0.0
The OpenClaw Skill Lazy Loader is designed to optimize token usage by implementing a lazy loading strategy for agent skills and memory files. All documentation (`SKILL.md`, `AGENTS.md.template`, `SKILLS.md.template`) provides clear, benign instructions for the agent and user to achieve this efficiency. The `context_optimizer.py` script is a local utility that recommends skills based on task descriptions, and its code strictly adheres to its stated security properties: no network access, no subprocess execution, and no file writes. The presence of a detailed `SECURITY.md` file, explicitly outlining the skill's limitations and safety, further reinforces its benign nature. No evidence of malicious intent, data exfiltration, or harmful prompt injection was found.
能力评估
Purpose & Capability
Name/description describe a lazy-loading pattern and a small local helper. The package contains only documentation and a single Python helper that reads a local SKILLS.md and scores a task against keyword tables — nothing in the bundle requires network access, elevated privileges, or unrelated credentials.
Instruction Scope
SKILL.md instructs agents to load a lightweight SKILLS.md at startup and load individual SKILL.md files on demand. The instructions only reference local files (SKILLS.md, per-skill SKILL.md, memory files). This stays inside the stated purpose. Note: the pattern intentionally defers reading other SKILL.md files to later — you should still audit those downstream SKILL.md files because lazy loading just delays when potentially dangerous instructions would be read/executed.
Install Mechanism
No install spec is provided; this is instruction-only plus a small CLI script. No downloads, no archive extraction, and no third-party packages are installed by the skill itself.
Credentials
The skill declares no required environment variables, no credentials, and no config paths. The Python helper uses only stdlib and command-line args. There are no disproportionate secret requests.
Persistence & Privilege
The skill does not request permanent presence (always:false) and does not modify other skills or system config. It does recommend copying templates into your workspace, but that is a user-driven file operation — the skill itself does not write files or alter agent config.
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 openclaw-skill-lazy-loader - 安装完成后,直接呼叫该 Skill 的名称或使用
/openclaw-skill-lazy-loader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
v1.0.0
- Initial release of openclaw-skill-lazy-loader.
- Introduces lazy loading of skill and context files, reducing per-session token usage by 40–70%.
- Provides a SKILLS catalog pattern and AGENTS.md strategy to only load context when needed.
- Includes a Python helper (context_optimizer.py) to recommend which files to load for specific tasks.
- Designed for full compatibility with OpenClaw agents and works alongside Token Optimizer.
- Comes with templates and documentation for easy integration and rapid setup.
元数据
常见问题
OpenClaw Skill Lazy Loader 是什么?
Dramatically reduce per-session token usage by loading skills and context files only when needed — not at session start. Includes the SKILLS catalog pattern,... 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件,目前累计下载 555 次。
如何安装 OpenClaw Skill Lazy Loader?
在 OpenClaw 或 Claude Code 对话框中运行命令「/install openclaw-skill-lazy-loader」即可一键安装,无需额外配置。
OpenClaw Skill Lazy Loader 是免费的吗?
是的,OpenClaw Skill Lazy Loader 完全免费(开源免费),可自由下载、安装和使用。
OpenClaw Skill Lazy Loader 支持哪些平台?
OpenClaw Skill Lazy Loader 跨平台运行,可在任意部署了 OpenClaw / Claude Code 的环境中使用(cross-platform)。
谁开发了 OpenClaw Skill Lazy Loader?
由 Asif(@asif2bd)开发并维护,当前版本 v1.0.0。
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