Migrating existing automation to Nika

A script runs; a workflow is audited before it runs, bounded while it runs, and proven after it runs. Migration is not translation — it is re-declaring the intent so the checker can see it.

When to migrate (and when not to)

Migrate when the automation: calls an LLM anywhere · chains HTTP/file/JSON steps around AI output · is repeated (cron, CI, "run this every release") · needs a cost bound or an audit trail · is handed to someone else to run.

Do NOT migrate: one-shot commands · interactive debugging sessions · sub-second pure-shell pipelines with zero AI and zero HTTP (a Makefile that only compiles code is already in its best form).

The mapping table