A comprehensive navigation and documentation tool for AI agents to discover, map, and interact with over 89 AINative API endpoints.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install ainative-api-discovery
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 ainative-api-discovery 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 AINative API Discovery?
The AINative API Discovery skill serves as a vital bridge between AI agents and the extensive AINative backend ecosystem. It provides structured access to more than 89 REST API endpoints located at the AINative studio, allowing for seamless integration of authentication, chat completions, and advanced memory systems. By utilizing this skill, developers can equip their agents with the knowledge required to navigate complex API structures without manual documentation lookups.
Built as a core component of the Openclaw Skills ecosystem, this tool categorizes technical specifications into logical domains like ZeroMemory and ZeroDB. It ensures that agents understand the necessary headers, methods, and payload structures required to interact with sophisticated AI services, ranging from semantic search to developer program management.
AINative API Discovery Use Cases
- Identifying the correct endpoint and HTTP method for specific AI tasks like chat or memory storage.
- Researching semantic search capabilities within the ZeroMemory ecosystem.
- Automating credit balance checks and billing management for AI applications.
- Integrating vector storage and NoSQL table management into agent workflows.
- Programmatically managing developer markups and earnings via the Echo developer program.
How AINative API Discovery Works
- The AI agent identifies a need to access a specific service such as memory, chat, or storage.
- The skill provides a categorized map of the 89+ available endpoints to find the exact functional match.
- The agent retrieves the required authentication format, typically involving an X-API-Key or Bearer token.
- The skill presents standardized code snippets in Python, TypeScript, or curl to ensure syntactical accuracy.
- The agent executes the request against the AINative studio API to perform the desired operation.
AINative API Discovery Setup
To integrate this skill into your environment, ensure you have an active API key from the AINative platform. Follow these configuration steps:
# Set your environment variable for authentication
export AINATIVE_API_KEY="ak_your_key_here"
# Test connectivity to the AINative health endpoint
curl -X GET https://api.ainative.studio/health
Refer to the Openclaw Skills documentation for advanced configuration of memory and vector search parameters.
AINative API Discovery Data Schema & Taxonomy
The skill organizes AINative API metadata into a structured taxonomy for easy agent consumption:
| Category | Primary Function | Example Endpoints |
|---|---|---|
| Memory | Semantic recall and storage | /v2/remember, /v2/recall |
| Chat | AI model completions | /v1/public/chat/completions |
| ZeroDB | Vector and NoSQL storage | /v1/public/zerodb/vectors/upsert |
| Echo | Developer earnings management | /v1/echo/earnings, /v1/echo/markup |
| Billing | Usage and credit tracking | /v1/public/credits/balance |
AINative API Discovery Advanced Features
- Support for ZeroMemory knowledge graphs and user profiling based on stored interactions.
- Semantic vector search capabilities via ZeroDB for advanced RAG implementations.
- Integrated Echo Developer Program management with adjustable markup rates up to 40%.
- Real-time monitoring of database pool status and system health via admin-level endpoints.
- Managed chat session tracking for persistent AI conversations.
SKILL.md
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