AIScientists-Dev/Flowtrace

Idempotent Side Effects helps prevent duplicate external actions when retries or concurrent requests hit the same idempotency key. Use it to make check-then-act flows atomic and return the original result to later callers.

Make Trace turns a source that describes how work is done into a runnable Morph trace. It lifts the source into a DAG, writes step contracts, places inputs, and drives the run lifecycle to verify the trace.

Mira Tan Perspective gives a fictional design-crit lens for reviewing flows. Use it to audit friction, identify the one job, and decide what to cut before adding more.