A specialized discovery engine for finding, listing, and inspecting Openclaw Skills through ClawHub integration.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install jisu-find-skill
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 jisu-find-skill 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 Find Skills - jisu-find-skill?
Find Skills (jisu-find-skill) is a fundamental utility designed to bridge the gap between AI agents and the vast ecosystem of available capabilities. It leverages the find_skills.py script to interact with ClawHub, allowing users to search for new functionalities or audit currently installed tools. By providing both human-readable summaries and structured JSON outputs, it ensures that both developers and automated agents can efficiently navigate the Openclaw Skills marketplace.
The tool is particularly effective for troubleshooting missing dependencies or discovering niche APIs provided by JisuAPI. It eliminates the need for manual repository browsing by offering a unified interface for skill discovery, verification, and dry-run installations, making it an essential component for any AI agent workspace.
Find Skills - jisu-find-skill Use Cases
- Searching ClawHub for specific functional tools like weather, news, or finance utilities.
- Auditing locally installed Openclaw Skills to verify versions and paths.
- Inspecting detailed metadata and statistics (stars, downloads) for a specific skill before installation.
- Programmatically retrieving skill lists in JSON format for multi-agent orchestration.
- Performing dry-run installations to verify compatibility and environment requirements.
How Find Skills - jisu-find-skill Works
- The user or agent invokes the
find_skills.pyscript with a subcommand like search or list. - For searches, the script processes input queries (including Chinese character slug matching) and communicates with the ClawHub CLI or API.
- It fetches metadata such as download counts, star ratings, and author information.
- Results are ranked based on a composite score of downloads, stars, and keyword match relevance.
- The tool formats the data into a human-readable summary or a structured JSON object based on the provided flags.
Find Skills - jisu-find-skill Setup
Ensure you have Python 3 and the ClawHub CLI installed in your environment. You can run the skill directly using the following commands:
# Search for a skill on ClawHub
python3 skills/jisu-find-skill/find_skills.py search weather --limit 5
# List locally installed skills
python3 skills/jisu-find-skill/find_skills.py installed
# Export search results to JSON
python3 skills/jisu-find-skill/find_skills.py search jisuapi --json
Find Skills - jisu-find-skill Data Schema & Taxonomy
The skill returns structured data for each discovered capability. When using the --json flag, the schema includes the following fields:
| Field | Description |
|---|---|
name |
The unique identifier of the skill (e.g., org/skill-name). |
sort_rank |
The numerical rank based on the sorting algorithm. |
detail_line |
A summarized string containing stars, downloads, and author. |
description |
A short summary of the skill's purpose. |
install_hint |
The command or path required to install or use the skill. |
match_score |
A relevance score calculated during the search process. |
Find Skills - jisu-find-skill Advanced Features
- Multi-format Input: Supports plain strings, JSON objects, file-based queries (
@file), and stdin. - Intelligent Sorting: Implements a
downloads_stars_match_scorealgorithm for high-quality discovery. - API Optimization: Use the
--no-detailsflag to skip heavy API calls and perform fast local-only matching. - Environment Flexibility: Configurable via
OPENCLAW_SKILLS_DIRto support custom workspace layouts. - Dry-run Installation: Use the
installsubcommand without--executeto safely test the installation lifecycle.
SKILL.md
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