Skip to main content

Token Observability

The token-observability skill helps you understand and manage AI token usage in your project — surfacing costs, tracking consumption, and setting budgets.

Install the skill​

ag-skill install token-observability

What the skill provides​

  • Guidance for logging and monitoring token usage per agent call
  • Patterns for tracking cumulative costs across a session
  • Recommendations for setting context-window budgets
  • Tips for reducing unnecessary token consumption

Usage​

Once installed, your AI agent will have access to the token observability guidance automatically in context. Reference the skill when asking your agent to help optimize or audit token usage in your workflows.

For full details, see the Token Observability Skill Guide in the ag-skill repository.