Title here
Summary here
Module · 5 lessons
Writing Goals a Loop Can Finish
A loop with a vague goal never ends — it just polishes forever. Learn to write a definition of done, set scope and non-goals, and build a reusable brief.
At a glance
Level
Beginner
Lessons
5 lessons
Time to complete
1 week
Cost
Free forever · no sign-up
Welcome to Writing Goals a Loop Can Finish. In Module 1 you learned that every loop needs a place to stop. This module is about the thing that makes stopping possible: a goal the loop can actually finish. It sounds obvious, but it’s where most loops quietly fail. Ask an AI to “make the newsletter better” and it will happily keep making changes forever, because “better” has no finish line. The loop can’t stop because you never told it what done looks like.
Here you’ll learn to write goals that end. You’ll see why open-ended requests like “improve this” trap a loop in endless polishing. You’ll write a definition of done — success criteria specific enough that you, or the AI, can check them and get a clear yes or no. You’ll set scope and, just as importantly, state non-goals — the things the loop should deliberately leave alone. Then you’ll pull it all together into a brief: a short, reusable template that captures the goal, the done criteria, the constraints, and the boundaries for any loop you run.
By the end you’ll have converted five real, badly-worded Harborlight requests into loop-ready briefs — a skill you’ll lean on in every module that follows. Start with Lesson 1, where we look at why “make it better” never finishes.
Lessons in this module
1
Why 'Make It Better' Never Finishes
See why open-ended goals like 'make it better' trap a loop in endless polishing — and what a goal needs before a loop can ever finish.
2
Writing a Definition of Done
Turn a fuzzy goal into a short list of criteria you can actually check — specific, measurable, and relevant — so your loop knows when to stop.
3
Scope, Constraints, and Non-Goals
Draw the boundaries around a goal — where the loop may work, the rules it must obey, and the things it must leave alone — so it stops drifting.
4
The Brief: A Reusable Goal Template
Gather the goal, definition of done, scope, constraints, and non-goals into one short brief you can paste at the top of any loop and reuse every time.
5
Goal Clinic: Rewriting Real Requests
Put the module together: diagnose five vague, real-world Harborlight requests and rewrite each as a brief a loop can actually finish.
Achievement
Complete all 5 lessons to finish the Writing Goals a Loop Can Finish module.
