A high-speed discovery and indexing tool that maps natural language intents to specific local AI agent functions.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install skill-quick-index
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 skill-quick-index 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 Skill Quick Index?
Skill Quick Index is a specialized utility designed to streamline how users interact with their local library of Openclaw Skills. By creating a high-performance local index, it allows for wide-trigger natural language processing that maps broad keywords to precise skill routing. This ensures that even as your collection of agent capabilities grows, your system can instantly identify and prioritize the correct tool for the job.
This skill is crucial for maintaining a responsive and intelligent agent environment. It bridges the gap between vague user prompts and technical skill triggers by analyzing metadata across the workspace and building a categorized keyword database. Whether you are managing browser automation, document processing, or team collaboration tools, this indexer ensures your Openclaw Skills are always reachable through simple, intuitive commands.
Skill Quick Index Use Cases
- Routing broad natural language queries to specific L1, L2, or L3 skill triggers.
- Automatically organizing and indexing a growing library of Openclaw Skills by category and keyword.
- Implementing a priority-based recommendation system for multi-agent workflows.
- Enabling rapid discovery of niche tools for OCR, media processing, or web scraping within a local workspace.
How Skill Quick Index Works
- The tool initiates a scan of the local filesystem located at ~/.openclaw/workspace/skills/*/SKILL.md to extract metadata.
- It processes the description, categories, and triggers of all detected Openclaw Skills to build a centralized JSON index.
- When a query is received, the script performs a re-ranking based on exact matches, category intersections, and generic intent mapping.
- The system returns a prioritized list of recommended skills, ensuring the most relevant tool is selected for execution.
Skill Quick Index Setup
To get started with the Skill Quick Index, ensure your local skills are organized within the standard workspace directory.
# Navigate to the skill directory
cd ~/.openclaw/workspace/skills/skill-quick-index
# Perform a lookup to test the index routing
python3 scripts/skill_lookup.py "automated workflow"
Skill Quick Index Data Schema & Taxonomy
The skill organizes its metadata into a structured local database to ensure low-latency lookups for all Openclaw Skills.
| File Path | Purpose |
|---|---|
index/skill_index.json |
Stores the processed keyword-to-skill mapping and category taxonomy. |
scripts/skill_lookup.py |
Contains the logic for query intersection and prioritized re-ranking. |
SKILL.md |
Source of truth for local skill definitions and versioning. |
Skill Quick Index Advanced Features
- Multi-keyword intersection logic to handle complex, multi-intent user queries.
- Smart routing that excludes L0 maintenance skills from standard searches unless explicitly requested.
- Support for multi-lingual triggers (English and Chinese) to accommodate diverse Openclaw Skills use cases.
- Dynamic re-ranking based on keyword priority and skill level (L1-L3).
SKILL.md
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