Turn Claude workflows into scripts to cut token costs
Complex Claude tasks can become unreliable and expensive when the same large prompt is run again and again. This method first turns the work process into a runbook, so the steps Claude should follow are clear.
Claude is then used to convert that process into . The scripts handle repeated execution, while Claude watches over the run and checks the results.
The output is saved for , so it can be reused later as a . The main idea is to stop using Claude for every repeated step and move routine work into code and stored knowledge.
Key points
- Write a runbook before the task.
- Use Claude to turn the runbook into .
- Let scripts do repeated work instead of rerunning large prompts.
- Use Claude to monitor execution and review outputs.
- Save outputs for so they can be reused.