openclaw-tallyTokens tell you how much you paid. Tasks tell you what you got. Tally tracks every OpenClaw task from start to finish — cost, complexity, and efficiency score.
Install via ClawdBot CLI:
clawdbot install JonathanJing/openclaw-tallyGrade 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://json-schema.org/draft/2020-12/schemaAI Analysis
The skill processes all messages locally with no network access, stores only metadata (not message content), and has clear sandboxed storage. The primary risk is the native dependency (better-sqlite3) requiring a build step, which introduces a minimal supply-chain risk.
Audited Apr 17, 2026 · audit v1.0
Generated Mar 22, 2026
A customer support team uses OpenClaw Tally to monitor AI agent interactions, tracking costs and efficiency for handling tickets. By analyzing TES scores across different query complexities, they identify inefficient models and optimize resource allocation, reducing operational costs while maintaining service quality.
A content agency employs the skill to track AI-assisted writing tasks, from simple blog posts to complex campaign materials. It helps attribute costs to specific clients and projects, enabling data-driven pricing strategies and improving profitability through efficiency insights.
A tech company integrates OpenClaw Tally to monitor AI tools that assist with code reviews and debugging. By tracking task complexity and efficiency scores, they optimize AI usage for different development stages, ensuring cost-effective support and faster project delivery.
An online learning platform uses the skill to analyze AI-driven tutoring sessions, measuring costs and effectiveness across various subjects and student levels. This data helps refine AI models for better educational outcomes while controlling expenses.
A financial firm leverages OpenClaw Tally to track AI agents providing investment advice and market analysis. By evaluating task efficiency and costs, they ensure regulatory compliance, improve service accuracy, and manage operational budgets effectively.
Offer OpenClaw Tally as a subscription service where businesses pay monthly for access to advanced analytics and reporting features. This model generates recurring revenue by helping clients optimize AI spending and improve operational efficiency through detailed task insights.
Provide consulting services to help organizations integrate and customize OpenClaw Tally for their specific AI workflows. Revenue comes from one-time setup fees and ongoing support contracts, leveraging the skill's data to drive client cost savings and performance improvements.
Deploy a free version of OpenClaw Tally with basic task tracking, while charging for advanced features like predictive analytics, custom reporting, and API access. This model attracts a broad user base and upsells premium capabilities to power users and enterprises.
💬 Integration Tip
Start by installing via OpenClaw for automatic setup, then use the /tasks commands to monitor initial AI interactions and adjust complexity levels based on early efficiency scores.
Scored Apr 19, 2026
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