A specialized utility pack for on-demand skill discovery and lazy loading within the Openclaw ecosystem.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install firm-skill-loader-pack
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install firm-skill-loader-pack using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is firm-skill-loader-pack?
The firm-skill-loader-pack is a foundational utility designed to manage high volumes of Openclaw Skills without impacting performance. Instead of pre-loading every available skill into memory, this pack allows AI agents to search for specific capabilities and load their definitions only when needed. This approach is essential for maintaining a lean agent environment while retaining access to a vast library of functional modules.
By utilizing keyword-based searching and precise lazy loading, developers can scale their agent's capabilities dynamically. This ensures that the agent remains responsive and memory-efficient, regardless of how many Openclaw Skills are available in the local registry.
firm-skill-loader-pack Use Cases
- Optimizing AI agent memory usage by loading Openclaw Skills only when a specific task requires them.
- Searching a local directory for skills matching specific keywords like security audit or data analysis.
- Building dynamic agent workflows where the available toolset expands based on the context of the user request.
- Managing large skill registries where pre-loading all SKILL.md files would cause latency or memory overflows.
How firm-skill-loader-pack Works
- The agent identifies a need for a capability not currently in its active memory.
- It invokes the openclaw_skill_search tool to scan the local skills directory for relevant Openclaw Skills based on a keyword query.
- Once a suitable skill is identified, the openclaw_skill_lazy_loader tool is called with the specific skill name.
- The system reads the corresponding SKILL.md file on demand and integrates its tools into the current agent session.
firm-skill-loader-pack Setup
To get started with the firm-skill-loader-pack, ensure you have the core extensions installed and then add the pack to your configuration.
npm install mcp-openclaw-extensions@latest
# Ensure version is >= 3.0.0
In your configuration file, register the loader pack:
skills:
- firm-skill-loader-pack
firm-skill-loader-pack Data Schema & Taxonomy
The skill interacts with the local file system and internal registries to manage Openclaw Skills metadata. It primarily operates using the following parameters:
| Parameter | Type | Description |
|---|---|---|
| skill_name | String | The unique identifier for the SKILL.md file to be loaded. |
| query | String | Search terms used to filter and find relevant Openclaw Skills. |
| metadata | Object | Versioning and registry information (e.g., ClawHub) retrieved during discovery. |
firm-skill-loader-pack Advanced Features
- Keyword-based filtering across local directories for rapid discovery of Openclaw Skills.
- On-demand file parsing to minimize startup latency in high-complexity agent environments.
- Seamless integration with the ClawHub registry for standardized skill management.
- Built-in support for mcp-openclaw-extensions version 3.0.0 and higher.
SKILL.md
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