Concrete workplace scenario
A manager says: “The template is useful, but how do workers know what goal to put in?”
It sounds like a simple goal field. The trap is that vague goals create vague AI output; the goal must name decision, reader, and success signal.
Worked answer
Bad example first: the plausible shortcut fails
Weak example
“Goal: improve the task output.”
What goes wrong
The weak version contains improve, task output, no reader, no success signal.
Work-ready version: use the day rule
Decision
What will this output help decide?
Reader
Who uses the result?
Success signal
How will we know it worked?
Quick decision check
A goal field names decision + reader + success signal
Use this rule before filling the build table. The goal is a reusable context asset, not another one-off prompt.
Decision
What will this output help decide?
Reader
Who uses the result?
Success signal
How will we know it worked?
Context-template workflow trace
Before / after: what changed in your work?
Before learning
After learning
What AI-in-workflow means today
Workplace case
A project coordinator asks AI for a project update, but the actual goal is to help the manager decide whether to unblock procurement today.
Main learning job
Define task goal fields that state the work outcome, decision use, done signal, and bad-goal repair.
Failure mode
Using vague goals like "write an update" instead of naming the decision the artifact supports.
Bad goal repair
The vague goal “make this better” cannot be reviewed. A useful goal names the outcome, decision use, done signal, and one non-goal.
Decision check
What is missing from the vague goal?
Your move
Artifact handoff
Received: D32 task_template_structure.md
Hands off: D34 background_fields.md
Redline: Do not treat a task goal as complete unless the business outcome and done signal are visible.
Micro-practice: choose the safer next step
Before building the artifact, decide what the template should make easier to review.
Day-specific completed sample row
This is not a generic sample. It is filled for Day 33: Task Goal Fields.
| No. | Task goal | User/business outcome | Done signal | Bad goal wording | Repair note | Evidence used | Readiness |
|---|---|---|---|---|---|---|---|
1 | Update procurement blocker status | Manager decides whether to escalate vendor delay today | Escalation choice and owner are clear | Make this update better | Rewrite goal as decision-support update for escalation | Vendor email + project risk note | Ready for D34 |
Worked answer example before you build
The goal becomes testable instead of taste-based.
Vague goal
Make this better
Repaired goal field
Produce a 5-bullet risk summary for manager approval; done when evidence risks and owner decision are visible.
Build task_goal_fields.md
Core path: complete three rows. Deep path: complete three rows. Blank required fields create export warnings.
| No. | Task goal | User/business outcome | Done signal | Bad goal wording | Repair note | Evidence used | Readiness |
|---|---|---|---|---|---|---|---|
| 1 | |||||||
| 2 | |||||||
| 3 |
Summary / decision
D37 context template candidate
Optional repair pass: Repair one weak field
Optional but recommended: Use this pass to find the context/template field that would fail reuse, confuse a teammate, or hide a review need before export.
Repair example
Weak row: Goal: improve the update.
Repair move: Add decision, reader, and success signal.
Better row: Goal: help support manager decide whether the reply draft is safe to send; success = no unsupported policy claims.
Choose the field you would be comfortable carrying into the next day.
Choose the field most likely to fail reuse or need review.
Sentence starter: The weak row is weak because ___. I will repair it by adding ___ before using AI.
Export artifact
This file is today’s work receipt. It should show which context/template field can be reused tomorrow, not just that you filled a table.
Before you export
- Does the export prove the goal names decision, reader, and success signal?
- Does it avoid vague goals such as improve, summarize, or make better?
- Would D34 know what background is needed to support this goal?
What this artifact proves: This file proves you can make task goals specific enough to guide reusable AI work.
Weak export: Goal: improve the update.
Good export: Goal: help support manager decide whether the reply draft is safe to send; success = no unsupported policy claims.
Click Generate Markdown to create task_goal_fields.md.