Before/after scores (38% → 91%+), explicit failure mode coverage, NVIDIA OpenShell compatibility, and Karpathy alignment.

Provides the production hardening layer employers expect. Clear scores and explicit evidence of reliability — validation rules, retry policies, observability hooks, and more.

Yes. Non-invasive. Trustabl analyzes your code, documentation, and behavior, then generates enriched metadata on top without modifying your source.

Skills teach the agent how to perform a task or workflow. ATM makes the tools themselves reliable underneath. They are complementary and recommended together.

Use the GitHub Action, open-source scanner, or install our skills directly. ATM JSON output is structured for easy consumption by any agent framework.