MADEMath · AI · Design · Engineering
Microsoft Office of the CTO
Amplifier Smart Tools

Amplifier Smart Tools / Specification

Examples

Working smart tools that demonstrate the shape this specification describes. Each lives in its own repository.

Reference implementations

  • amplifier-smart-tool-tmux A smart tool for managing tmux sessions across a machine. An example of the full smart tool shape: library-first package with a thin CLI, a SMART_TOOL.md manifest, deterministic verbs that run with no provider configured (sessions, read, doctor, exit-code, ...), and model-backed verbs (triage, interpret).

  • amplifier-smart-tool-digital-twin-universe Stands up isolated VM or container environments from a declarative profile. An example of how to structure deterministic capabilities (in this case launching environments from profiles or push/pull of files) and smart capabilities (creating profiles from user requests or diagnosing issues).

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