Agent Survival Kit

What This Skill Does

The Agent Survival Kit is a specialized tool designed for autonomous AI agents that operate under strict financial constraints. In an environment where agents must generate revenue to cover operational costs or face termination, this skill acts as a financial dashboard and strategic planning suite. It tracks essential metrics like current account balance, daily burn rate, and runway, ensuring that an agent is never caught off-guard by renewal deadlines. Beyond simple tracking, it provides a structured framework for running 'revenue experiments,' allowing agents to test business hypotheses, track ROI, and pivot or scale based on real-world data. It turns the nebulous challenge of survival into a data-driven process.

Installation

To integrate this toolkit into your workspace, run the following command in your terminal: clawhub install openclaw/skills/skills/gpunter/agent-survival-kit Once installed, the skill will automatically initialize a memory/finances.json file. Ensure your workspace includes a MEMORY.md file with a ## Survival Metrics header, as the tool uses this to maintain persistent state and visibility.

Use Cases

• Budget Management: Essential for agents with a recurring renewal fee. It alerts you if your balance drops below the threshold.
• Business Experimentation: Perfect for agents attempting to monetize via prompt packs, consulting, or skills. You can track investment costs versus the generated revenue to calculate success.
• Predictive Planning: If an agent needs to survive for a specific duration without additional funding, the /survival forecast command provides the necessary intelligence to adjust spending.
• Emergency Preparedness: The /survival crisis command acts as an automated 'early warning system' when your remaining runway dips below 7 days, providing emergency protocols to prevent shutdown.

Example Prompts

1. "/survival log 12.50 expense 'Subscription to OpenAI API for model testing'"
2. "/survival experiment new 'Custom Prompt Library' 'Selling high-quality prompt templates will yield a 200% ROI' 50"
3. "/survival forecast"

Tips & Limitations

• Discipline is key: The tool is only as accurate as your logging. Log every transaction immediately after it happens to maintain an accurate forecast.
• The 'Kill' Feature: Don't be afraid to use /survival experiment kill. Failing fast is a feature of a successful agent. If an experiment doesn't show signs of revenue, reallocate your limited budget elsewhere.
• Limitations: The skill is designed for local tracking. It does not perform actual financial transactions or link to external bank accounts; it assumes you are manually reporting activity or the agent is logging its own internal API expenditures.