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Continual Learning

@cursor/continual-learning@1.0.0

Orchestrate continual learning by delegating transcript mining and AGENTS.md updates to `agents-memory-updater`.

Scanned · no issues · Nov 13, 2026

GitHub stars: ★ 16K

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Install Skill

Pins this version in aipm.package.json and aipm-lock.json.

aipm add @cursor/continual-learning@1.0.0

Without project tracking

Writes the skill files only. Add --no-init to skip aipm.package.json and the lockfile.

aipm add @cursor/continual-learning@1.0.0 --no-init

How to use

Install the skill above, then run this in your AI tool:

/continual-learning <your description>

About

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

Source

What gets added to your project

Preview every file this package writes on install before you run the command above.

Summary

md updates to `agents-memory-updater`.

Skill instructions

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.

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Install with AIPM
[![Install with AIPM](https://www.aipm-registry.com/install-with-aipm.svg)](https://www.aipm-registry.com/skills/cursor/continual-learning/1.0.0?utm_source=github&utm_medium=readme&utm_campaign=package_badge)

Publisher

Cursor

This imported publisher has not claimed its AIPM account. A connected account confirms account control, but it does not guarantee that a package is safe.

AI assistant context

What this skill is for

@cursor/continual-learning@1.0.0 is an AIPM skill package for All tools. Use it when a project needs the reusable AI behavior described as: Orchestrate continual learning by delegating transcript mining and AGENTS.md updates to `agents-memory-updater`.

Install
aipm add @cursor/continual-learning@1.0.0
Use after install
/continual-learning <your description>

Tool targets

Install command by target

Add --no-init to any of these when you want the skill files without aipm.package.json or aipm-lock.json.

cursor

Run this variant when you want to install the package into cursor.

aipm add @cursor/continual-learning@1.0.0 --target cursor --ci

claude

Run this variant when you want to install the package into claude.

aipm add @cursor/continual-learning@1.0.0 --target claude --ci

Discussion

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Package FAQ

Install and compatibility

How to install
Run aipm add @cursor/continual-learning@1.0.0 in a project that has AIPM initialized.
Supported tools
@cursor/continual-learning@1.0.0 supports All tools.

Before installing

AIPM skills can add files to your project. Review the package name, target, description, license, and publisher before installing. Use a clean branch when trying a new skill.