Concrete workplace scenario
A teammate says: “We have the evidence pack. Can AI turn it into an outline for the deliverable?”
It sounds like AI can just organize the materials. The trap is that an outline must preserve evidence, gaps, sequence, and reader use.
Worked answer
Bad example first: the plausible shortcut fails
Weak example
“Turn these materials into a good outline.”
What goes wrong
The weak version contains all materials, good outline, no evidence tags, no gap markers.
Work-ready version: use the day rule
Section
What part of the deliverable is this?
Evidence
Which material supports it?
Gap
What is missing or uncertain?
Reader use
Why does this section matter?
Quick decision check
The outline carries evidence rule
Use this rule before filling the production table. It turns the day from abstract AI advice into a work-ready habit.
Section
What part of the deliverable is this?
Evidence
Which material supports it?
Gap
What is missing or uncertain?
Production workflow trace
Before / after: what changed in your work?
Before learning
After learning
What AI-in-workflow means today
Work request
You have a evidence pack and need to turn materials into an outline for a manager review. The danger is turning every evidence into a section instead of choosing the order that supports the decision.
Artifact handoff
Previous artifact
D16 evidence_pack.md
Next artifact
D18 first_draft.md
Learning checkpoint: Use the previous artifact as working input, produce today's artifact, and hand it forward with evidence, limitation, owner, and repair needs visible.
From Materials to Outline: production rule
Convert provided evidences into an outline that preserves evidence, reader, and decision use.
Failure mode
outline by copying evidence order.
Work-ready version
outline by reader decision, evidence strength, risks, and next action.
Outline from messy materials
You have a metric row, two notes, and one manager constraint. The outline should turn them into a reader path: context, evidence, decision, risk, next action. It should not be a pasted material dump.
Worked answer
You have a metric row, two notes, and one manager constraint. The outline should turn them into a reader path: context, evidence, decision, risk, next action. It should not be a pasted material dump.
Repair move
If a section has no evidence input or decision purpose, remove it or mark what evidence must be added before D18.
Outline checkpoint
If a section has no evidence input or decision purpose, remove it or mark what evidence must be added before D18.
Build outline_from_materials.md
Starter row / sample row standard
Before filling all rows, model one row as a paid-course receipt: concrete source, evidence, limitation, owner/review, and next action. Do not export rows that only repeat defaults.
Core path: complete three rows. Deep path: complete three rows and mark any blocked item for the next day.
| No. | Section | Evidence used | Key point | Review status | Reader/use fit | Draft instruction | Concrete outline point | Claim or question |
|---|---|---|---|---|---|---|---|---|
| 1 | ||||||||
| 2 | ||||||||
| 3 |
Redline / quality gate
Do not outline unsupported claims as if they were confirmed material.
Passes when
The outline is usable when every section names its evidence and decision purpose.
Repair if
Repair if a section has a claim but no evidence, or if the outline hides a risk.
Repair one weak row
Use this pass to find the row that could confuse someone, create unsafe AI use, or fail as workplace evidence before you export.
Repair example
Weak row: Outline: intro, findings, recommendations.
Repair move: Attach evidence, gap, and reader use to each section.
Better row: Section: draft-quality signal; evidence: manager correction log; gap: missing week-2 sample; reader use: decide whether to continue test.
Choose the row you would be comfortable showing to a manager. It should have a clear task, boundary, owner, and next action.
Choose the row most likely to fail, confuse someone, expose sensitive input, or need review.
Write the exact change. 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 what changed in your work habit, not just that you filled a table.
Before you export
- Does each outline section cite an evidence tag?
- Does it mark gaps instead of hiding them?
- Does each section say how the reader will use it?
What this artifact proves: This file proves you can turn materials into an evidence-linked outline.
Weak export: outline headings only, with no evidence tags, gap markers, or reader-use reason.
Good export: each section has evidence, gap, and reader-use notes so D18 can draft without inventing.
Click Generate Markdown to create outline_from_materials.md.