token-stats-reporterv1.5.0

A company deploying an AI-powered customer support chatbot needs to provide transparent token usage and cost statistics to enterprise clients. This skill automatically appends a token line to every bot reply, enabling billing verification and usage auditing.

An organization uses an internal AI assistant across multiple teams. By appending token stats to every message, managers can monitor monthly token consumption per department, allocate costs accurately, and detect unusual usage patterns.

A platform offering AI-powered API services to multiple clients tracks token usage per session. The skill's deduplication and incremental aggregation ensure precise per-client billing, reducing disputes over token counts.

Financial advisors using AI chatbots must log usage for compliance. The skill provides verifiable token and cost data appended to each advisor reply, aiding in audit trails and cost transparency required by regulators.

A research department shares an AI assistant for literature review and data analysis. Each member's token usage is tracked per message, enabling fair cost sharing and budget monitoring across projects.

Charge customers based on actual token consumption and costs. The skill provides per-message cost data that can be aggregated for invoicing, ensuring clients pay only for what they use.

Offer a free tier with limited monthly tokens. The skill tracks cumulative token usage, alerting users when approaching limits and prompting them to upgrade for more tokens or lower per-token cost.

Enterprise IT departments allocate AI assistant costs back to business units. The skill provides accurate per-user/per-department token stats, enabling transparent chargeback mechanisms and budget optimization.