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Instructions that work twice

From good prompts to standing instructions

Projects: a permanent home for your context

Write the quality test before the run

Check your understanding: instructions

Iterate on your real workflow

Practice: set up the Project for your workflow

Practice: run it twice, revise in between

Check your understanding: the improvement loop

Module 3 of the CitizenGO AI Agents Learning Path: turn one-off prompts into standing instructions with a Project, a six-part instruction structure, and an explicit quality test, then improve them across two real runs.

In 90-120 minutes: build a Project that holds your standing context, write reusable instructions with the CitizenGO six-part structure, define your quality test, and improve everything across two real runs of your workflow.

Module 3 — Context, Constraints, and a Quality Test

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