The JisuAPI Agent skill enables AI assistants to search and execute over 500 rich data services using simple natural language query matching.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install jisuapi
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 jisuapi 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 JisuAPI Agent?
The JisuAPI Agent is a specialized toolset designed to empower AI systems with access to over 500 comprehensive data interfaces ranging from mobile carrier queries to financial analytics. Unlike traditional integrations that require strict API path definitions, this skill relies on a natural language processing layer to automatically route query intent to the correct API tool. By implementing this tool, developers can extend their assistant capabilities without worrying about memorizing endpoints, as semantic matching handles parameter discovery and execution workflows seamlessly.
Optimized for developer setups deploying Openclaw Skills, JisuAPI Agent provides a unified gateway that supports Model Context Protocol (MCP) clients like Cursor and Claude Desktop, alongside traditional HTTP clients. This unified billing and access hub ensures fast integration, predictable cost control, and built-in tracking dashboards right out of the box.
JisuAPI Agent Use Cases
- Resolving data-rich user queries (such as looking up IP locations, mobile carrier information, weather, or exchange rates) using natural language instructions.
- Constructing dynamic agent workflows that require search-before-execute patterns without hardcoded API paths.
- Tracking API consumption costs, success rates, and execution runtimes via integrated developer dashboards.
- Broadening an LLM's external capabilities to 500+ tools using a single, unified Openclaw Skills installation.
How JisuAPI Agent Works
- Semantic Search: The AI agent takes a natural language request and sends a search query to JisuAPI, which returns matching tool IDs, parameters schema, and match confidence scores.
- Tool Selection: The agent evaluates the match results, selecting the most appropriate tools based on confidence scores (typically recommending tools with a match score above 0.7).
- Execution: The agent triggers execution with the selected tool ID and automatically structured parameters to retrieve live business data.
- Performance Monitoring: Developers run metric queries like stats or stats_dashboard to evaluate API performance, track billing data, and analyze error distribution.
JisuAPI Agent Setup
First, sign up at JisuAPI to obtain your unique AppKey.
Next, configure your environment variables based on your operating system:
# Linux or macOS
export JISU_API_KEY="your_appkey_here"
# Windows PowerShell
$env:JISU_API_KEY="your_appkey_here"
To install this skill, use the following clawhub command:
clawhub install jisuapi
JisuAPI Agent Data Schema & Taxonomy
The JisuAPI Agent utilizes structured search and execution payloads. Below is the metadata taxonomy for the query endpoints:
Search Input Parameters
| Field Name | Type | Required | Description |
|---|---|---|---|
| query | string | Yes | Natural language query describing the task |
| limit | int | No | Maximum search results returned (default: 5, max: 20) |
| category | string | No | Category filter (e.g., 'Life', 'Finance') |
| search_mode | string | No | Mode of execution ('auto', 'llm', or 'keyword') |
Execute Input Parameters
| Field Name | Type | Required | Description |
|---|---|---|---|
| tool_id | string | Yes | The tool ID extracted from search results |
| params | object | Yes | Key-value mapping of tool-specific parameters |
| search_id | string | No | Search reference ID to correlate operations |
| idempotency_key | string | No | Unique token valid for 24h to avoid duplicate runs |
JisuAPI Agent Advanced Features
- One-Step Execution (Run): Automatically chains the semantic search and parameter mapping into a single script call via the run command.
- Built-in Analytics Engine: Free monitoring commands like stats_detail and stats_dashboard to audit API performance and execution trends directly.
- Automatic Data Normalization: Normalizes response objects to ensure consistent formatting, preventing integration breakage when handling diverse upstream API payload styles.
- Enterprise Compliance & Fail-safes: Supports idempotency protections and returns standardized HTTP/system status codes for error-resilient agent implementations.
- Extensible Openclaw Skills Interoperability: Pairs seamlessly with dedicated utility skills, letting agents dynamically choose between broad matching and optimized single-category tools.
SKILL.md
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METADATA
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