---
title: "Designers have an amnesia problem too."
description: "Browser agents forget every site. Design agents forget every project. Mémoire's Notes pack is the design-side fix: durable skills graduated from real work."
publishDate: 2026-05-09T00:00:00.000Z
author: Sarvesh Chidambaram
tags: ["notes", "skills", "memory", "design"]
canonical: https://memoire.cv/blog/the-amnesia-problem
---
## TL;DR

If you have shipped an AI agent into a design workflow, you have seen the amnesia problem. The agent re-discovers the same components, the same tokens, the same research patterns on every project. The Notes pack is the design-side answer: durable skill files that graduate from a real run and become reusable on the next one.

## The genius without a hippocampus

A model can read a Figma file once and reason about it brilliantly. The reasoning evaporates the moment the session ends. Next session, on the next project, it does the same work over again. Costs add up linearly. Nothing compounds.

The bottleneck is not reasoning. The bottleneck is memory in a form humans and agents can both read and trust.

## What Notes are

A Note is a folder with a `note.json` manifest and one or more markdown skill files. It tells the agent:

- What this skill does. ("Pull a design system from a URL and produce DESIGN.md plus tokens.json.")
- When to invoke it. (`activateOn: { intent: "extract-design-system" }`)
- How to do it. (Step-by-step instructions, code snippets, validation rules.)

When the agent classifies a task and the activate-on context matches, the Note is injected into the prompt. The agent does not re-discover the workflow. It runs the proven version.

## Categories that ship

Mémoire ships four built-in Note categories: **craft** (mobile design, systems thinking, accessibility), **research** (competitive analysis, data synthesis, surveys), **connect** (Notion, Linear, Slack integrations), and **generate** (React Native, Vue, SwiftUI, Flutter codegen).

Each category is open. Each Note is a markdown file. Each one is documented in the [community Notes repo](https://github.com/sarveshsea/memoire-notes).

## How to contribute

The pack is small on purpose. We want the early Notes to be ones that paid off in real work, graduated into something reusable, and survived a second run. If you have a workflow you keep redoing, write it up. Open a PR.

## Where this goes

The future of agentic design is not "the agent figures it out every time." It is "the agent has a library of proven moves, graduated by real practitioners, and picks the right one." Notes are the substrate. Help build the library.

[github.com/sarveshsea/memoire-notes](https://github.com/sarveshsea/memoire-notes)