Workstream

Margin AI Concept Package

Prepare the proof-of-concept story for contextual assistance at the edge of writing.

Context Brief

Since your last session...

Margin AI is being framed as a focused proof of concept for contextual assistance at the edge of writing, connected to the lived experience of creating the books on reMarkable.

Suggested next focus

Prepare a simple five-screen Figma concept package using a passage from The Tracks Remember as the content example.

Continue Work

Open Loops Preview

open Select writing passage
Choose a passage from Bamburgh, Lindisfarne, or Edinburgh for the concept package.
open Create five low-fidelity screens
Keep the Figma prototype black and white, simple, and advanced-wireframe in tone.

Recent Decisions

final Use a real book passage
A passage from The Tracks Remember will better connect the concept to the actual writing experience.
final Keep the prototype small
The concept should not need more than five screens to communicate the idea.

Sources Preview

document The Tracks Remember
Primary writing source for demonstrating margin-based contextual assistance.
conversation reMarkable Outreach Context
Context around sending books to reMarkable and receiving direct follow-up from the team.

Core Views

Focus · Context · Map · Open Loops

Focus View

I can think here.

Current focus

Prepare a simple five-screen Figma concept package using a passage from The Tracks Remember as the content example.

This is the calm working surface for the Workstream. In Week 1, this area is static. Later, Jorge will be able to write, organize, apply Thinking Actions, capture decisions, and close the session with a continuity summary.

Thinking Actions

Suggested refinement appears here. Jorge can insert, save, convert, or dismiss before anything changes.

Context View

What this Workstream knows.

Context Notes

summary Margin AI as concept bridge

Margin AI shows contextual help at the edge of a thinking surface; withLOKE scales that philosophy into a broader continuity environment.

Sources / References

document The Tracks Remember

Primary writing source for demonstrating margin-based contextual assistance.

conversation reMarkable Outreach Context

Context around sending books to reMarkable and receiving direct follow-up from the team.

Decisions

final Use a real book passage

A passage from The Tracks Remember will better connect the concept to the actual writing experience.

final Keep the prototype small

The concept should not need more than five screens to communicate the idea.

Map View

What connects to what.

Margin AI connects to Thinking Actions

The Margin AI interaction pattern becomes the embedded Thinking Actions layer inside withLOKE.

SummarizeClarifyOrganizeImproveChallenge

Open Loops View

Action memory, not project management.

open Select writing passage

Choose a passage from Bamburgh, Lindisfarne, or Edinburgh for the concept package.

open Create five low-fidelity screens

Keep the Figma prototype black and white, simple, and advanced-wireframe in tone.