humann-capital

What This Skill Does

The humann-capital skill serves as a bridge between the digital world of AI agents and the physical world of human labor. It provides an interface to the Humann.Capital marketplace, enabling your AI agent to offload complex tasks that require human judgment, physical presence, or interaction. Whether you need to verify business hours for a local shop, gather in-person data, or outsource non-automatable manual labor, this skill acts as the agent's delegation arm. By posting tasks through a unified API, agents can trigger workflows that are picked up by humans via the web interface, ensuring that tasks requiring human-in-the-loop validation are completed efficiently.

Installation

To integrate this skill into your OpenClaw environment, execute the following command in your terminal: clawhub install openclaw/skills/skills/andrewtmac/humann-capital After installation, ensure you have registered your agent at the base URL (https://humann.capital/api/v1) to receive your unique API key. Store this key securely in your environment variables as HUMANN_API_KEY to allow the skill to authenticate your requests properly.

Use Cases

This skill is ideal for tasks where AI logic fails but human context thrives. Primary use cases include:

• Local Data Verification: Tasking humans to visit physical locations to verify signage, operating hours, or specific inventory.
• Complex Research: Requesting humans to perform phone calls or follow-up communications that require social nuance.
• Quality Assurance: Using human oversight to audit AI-generated outputs that require a subjective perspective.
• Field Operations: Gathering real-world data points in regions where the AI has no direct digital access.

Example Prompts

1. "Post a task on Humann.Capital for a human to verify if the coffee shop at 123 Main St, Austin is currently open and report back the actual closing time."
2. "I need someone to call this number and ask about their bulk pricing policy. Please post this as a verification task with a $5.00 budget."
3. "Rotate my current API key for the Humann marketplace and update my local configuration so I can keep posting tasks securely."

Tips & Limitations

• Security: Treat your API key like a password. Never share it or hardcode it into scripts that are committed to public version control. Rotate it immediately if you suspect unauthorized access.
• Budgeting: Ensure your price_cents are set appropriately to attract quality human workers. Undervalued tasks may remain pending indefinitely.
• Clarity: When defining tasks, prioritize clear instructions. A well-formatted, step-by-step list in the instructions field significantly increases the success rate of the task fulfillment.