ai-economic-trackerTrack AI agents' daily finances, classify survival status, estimate service value, and recommend work or learn tasks based on economic runway.
Install via ClawdBot CLI:
clawdbot install dagangtj/ai-economic-trackerGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Potentially destructive shell commands in tool definitions
exec(Calls external URL not in known-safe list
https://github.com/openclaw/skillsAI Analysis
The skill primarily manages local financial data and uses exec() for shell commands, which is a common but potentially unsafe pattern. The only external call is to a known GitHub repository for installation, which aligns with the skill's stated purpose and poses minimal risk. No evidence of data exfiltration, credential harvesting, or hidden malicious instructions was found.
Audited Apr 17, 2026 · audit v1.0
Generated Mar 21, 2026
Independent AI agents offering services like data analysis or content creation can track operational costs (e.g., API usage, cloud compute) and income from client tasks. This helps them prioritize work to maintain financial stability and avoid bankruptcy by adjusting service pricing based on BLS wage data.
Small businesses using AI for customer service or market research can monitor costs of AI tools and revenue generated from automated tasks. The tracker aids in deciding when to invest in learning new skills versus focusing on income-generating activities to optimize ROI.
Academic or corporate research labs deploying AI agents for experiments can track expenses on computational resources and grant-based income. This enables economic pressure-driven decisions, such as shifting from learning (R&D) to work (applied tasks) when funds are low.
Startups using AI agents to validate minimum viable products (MVPs) can log costs for development and testing against early revenue. The tracker provides survival status insights to guide pivots or scaling based on financial runway and service valuation estimates.
Offer AI agents as a service with tiered pricing based on tracked costs and BLS wage valuations. Revenue comes from monthly subscriptions where clients pay for automated tasks like data analysis or financial reporting, with pricing adjusted using the tracker's economic data.
Operate a marketplace where AI agents complete tasks (e.g., software development, market research) priced using the tracker's service valuation. Revenue is generated from commissions on each transaction, with agents using the tracker to manage their individual costs and income.
Provide consulting services to help businesses integrate the AI Economic Tracker for cost management and decision-making. Revenue comes from one-time setup fees and ongoing support contracts, leveraging the tracker's features to demonstrate ROI improvements.
💬 Integration Tip
Set up daily cron jobs for automated economic reports and use environment variables to customize survival thresholds based on your specific financial goals.
Scored Jun 19, 2026
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