Tool bundles

Agent bundles for software and platforms

Tool bundles give an agent a product-specific workflow while keeping observed account state separate from assumptions. They are useful when documentation, configuration evidence, exports, permissions, or production-change boundaries must shape the answer.

Choose deliberately

How to select a bundle

  • Choose the bundle for the system that owns the evidence or change, then supply exports, configuration, and access context.
  • Treat a tool bundle as planning and review guidance unless the task explicitly authorizes execution in a connected account.
  • Combine tool guidance with a role bundle when the decision depends on professional interpretation as well as platform mechanics.

Useful starting points

Common use cases

  • Reviewing analytics and search evidence from GA4, BigQuery, or Google Search Console.
  • Planning infrastructure and delivery work involving Kubernetes, Ansible, Airflow, or CI/CD systems.
  • Preparing bounded workflows for collaboration, operational data, model APIs, and AI-assisted coding.