---
name: continual-learning
description: Orchestrate continual learning by delegating transcript mining and AGENTS.md updates to `agents-memory-updater`.
disable-model-invocation: true
title: continual-learning
canonical_url: https://skilld.dev/gh/cursor/plugins/continual-learning
last_updated: 2026-09-26T19:27:17.000Z
---

> **Skill from skilld.dev.** Follow the instructions below for this session. You do not need to install anything.
>
> If the user asked to install this Skill, run `npx skilld install cursor/plugins/continual-learning`. Install writes the Skill files into the project, so every session loads them.

# Continual Learning

Keep `AGENTS.md` current by delegating the memory update flow to one subagent.

## Trigger

Use when the user asks to mine prior chats, maintain `AGENTS.md`, or run the continual-learning loop.

## Workflow

1. Call `agents-memory-updater`.
2. Return the updater result.

## Guardrails

- Keep the parent skill orchestration-only.
- Do not mine transcripts or edit files in the parent flow.
- Do not bypass the subagent.