Evaluation
Agent readiness score
Agent readiness is the difference between a tool that works once in a demo and a tool a team can trust in production. Astrail evaluates docs quality, auth clarity, runtime safety, and observable behavior.
Implementation
Path to ship.
Guide
What readiness measures
A ready tool has a clear name, object-shaped input schema, known auth mode, bounded request size, bounded response size, and examples that match real API behavior.
A tool is not ready if it depends on ambiguous docs, hidden browser state, unrestricted network access, or a model inventing parameters that were never described.
Guide
How Astrail uses the score
Astrail uses readiness signals to show which generated tools are safe to call, which need credentials, which require mapping work, and which should stay hidden from public clients.
The score is a product and engineering aid. It helps a team decide whether to ship, refine docs, add policy, or keep the integration in review.
FAQ
Common questions.
Is agent readiness only about security?
No. Security matters, but readiness also includes docs quality, schema clarity, latency, errors, examples, and observability.
What is the fastest way to improve readiness?
Add accurate examples, mark auth requirements, bound inputs and outputs, and hide destructive operations until they have explicit policy.