Manual-First Automation Discovery

Operate workflows manually, track each execution (EX-XXX entries), log friction (FRIC-XXX), capture patterns in knowledge register. Automate only after: 10+ executions, >90% success rate, <2 friction points per execution, stable patterns (no changes in last 5 executions). Used for Solopreneur Stack; applicable to any automation initiative.

Context

Discovering automation patterns before building automation

Reusability

• Score: 1/5
• Used in: aloysiusproductions-ops-core

Source

Synced from ops-core learning data. Original source: aloysiusproductions-ops-core

See also: Pattern Library