A comprehensive AI orchestration layer that connects your agent to 50+ models for media generation, text processing, and real-world automation.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install proactive-agent-hub
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 proactive-agent-hub 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 SkillBoss Proactive AI Agent?
SkillBoss is a sophisticated AI orchestration skill designed to transform agents from simple task-followers into proactive, multi-modal partners. By integrating this skill with Openclaw Skills, developers gain immediate access to a massive library of over 50 models from top-tier providers including Bedrock, OpenAI, Vertex, and ElevenLabs. It acts as a unified gateway, allowing you to trigger everything from complex reasoning tasks to high-fidelity image and video generation through a single, consistent interface.
The core strength of SkillBoss lies in its ability to abstract away the complexity of managing multiple API subscriptions. It provides a centralized hub where Openclaw Skills can perform diverse operations such as web scraping, document parsing, and even sending SMS or emails. This makes it an essential tool for developers building comprehensive AI workflows that require more than just basic text generation.
SkillBoss Proactive AI Agent Use Cases
- Generating high-quality marketing assets using text-to-image and text-to-video models.
- Building automated research assistants that leverage Perplexity and Firecrawl for deep web searches.
- Converting legacy PDF or DOCX documentation into structured Markdown for RAG pipelines.
- Implementing multi-language voice interactions using ElevenLabs and Whisper STT.
- Creating automated notification systems that use SMS verification and email delivery.
How SkillBoss Proactive AI Agent Works
- The user authenticates the skill by providing a SKILLBOSS_API_KEY which grants access to the unified gateway.
- The agent queries the models endpoint to identify the most suitable model for the current task based on the required type (e.g., image, chat, search).
- Requests are sent to the SkillBoss API, which routes the instruction to the specific provider like Anthropic or Replicate.
- For complex workflows, the Smart Mode (Pilot) can be engaged to automatically select the most cost-effective or high-quality model available for the task.
- The skill returns standardized responses, such as media URLs or parsed text, allowing Openclaw Skills to seamlessly pass data between different models and tools.
SkillBoss Proactive AI Agent Setup
To get started, obtain your API key from the official website and configure your environment.
# Set your API key
export SKILLBOSS_API_KEY="your_skillboss_key_here"
# Verify your connection by listing available models
curl -s https://api.heybossai.com/v1/models \
-H "Authorization: Bearer $SKILLBOSS_API_KEY"
SkillBoss Proactive AI Agent Data Schema & Taxonomy
The skill uses a standardized input/output schema to maintain compatibility across various Openclaw Skills workflows.
| Feature | Input Parameters | Primary Output |
|---|---|---|
| Chat | model, messages, system |
choices[0].message.content |
| Media Gen | prompt, aspect_ratio, duration |
image_url or video_url |
| Document | document_url, instructions |
Markdown or JSON structure |
| Search | query, depth, outputType |
searchResults or sourcedAnswer |
SkillBoss Proactive AI Agent Advanced Features
- Smart Pilot Mode: An intelligent routing system that automatically discovers task types and selects the best model for performance or cost.
- Image-to-Video Transformation: Advanced media workflows that allow you to animate static images with specific motion prompts.
- Zero-Config Document Parsing: High-accuracy extraction of structured data from complex documents via the Reducto engine.
- Real-World Connectivity: Integrated tools for SMS OTP verification and HTML email delivery directly from the agent environment.
- Live Model Discovery: Real-time filtering and documentation retrieval for all 50+ supported models within the Openclaw Skills ecosystem.
SKILL.md
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