About

cmdhub gives real tools predictable command interfaces.

Agents can learn messy apps, but reliable work needs explicit commands, stable output, and repeatable follow-up steps. Cmdhub starts with a focused suite of local CLIs for the tools people already use every day.

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Local CLIs

The provider adapters run on your machine and expose concrete commands for real SaaS resources.

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Predictable Follow-Up

Adapters share output modes, short refs, profiles, pagination, and schemas so agents can inspect before acting.

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Typed Transforms

agent adapt bridges one command contract to another while deterministic CLIs keep ownership of side effects.

Current focus

Coherence first: consistent auth, doctor output, command-level schema, richer docs, reliable examples, and a small number of workflows that agents can get right repeatedly.