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asif2bd

OpenClaw Skill Lazy Loader

by Asif · GitHub ↗ · v1.0.0
cross-platform ✓ Security Clean
555
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0
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4
Active Installs
1
Versions
Install in OpenClaw
/install openclaw-skill-lazy-loader
Description
Dramatically reduce per-session token usage by loading skills and context files only when needed — not at session start. Includes the SKILLS catalog pattern,...
Usage Guidance
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.
Capability Analysis
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.
Capability Assessment
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.
How to Use
  1. Make sure OpenClaw is installed (local or Docker)
  2. Run the install command in chat: /install openclaw-skill-lazy-loader
  3. After installation, invoke the skill by name or use /openclaw-skill-lazy-loader
  4. Provide required inputs per the skill's parameter spec and get structured output
Version History
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.
Metadata
Slug openclaw-skill-lazy-loader
Version 1.0.0
License
All-time Installs 4
Active Installs 4
Total Versions 1
Frequently Asked Questions

What is OpenClaw Skill Lazy Loader?

Dramatically reduce per-session token usage by loading skills and context files only when needed — not at session start. Includes the SKILLS catalog pattern,... It is an AI Agent Skill for Claude Code / OpenClaw, with 555 downloads so far.

How do I install OpenClaw Skill Lazy Loader?

Run "/install openclaw-skill-lazy-loader" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.

Is OpenClaw Skill Lazy Loader free?

Yes, OpenClaw Skill Lazy Loader is completely free (open-source). You can download, install and use it at no cost.

Which platforms does OpenClaw Skill Lazy Loader support?

OpenClaw Skill Lazy Loader is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).

Who created OpenClaw Skill Lazy Loader?

It is built and maintained by Asif (@asif2bd); the current version is v1.0.0.

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