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Continual Learning

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Orchestrate continual learning by delegating transcript mining and

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  • Added September 2, 2026
ai-agentsrails

Security analysis

A100/100

Scanned September 2, 2026

npx -y skills add nota-america/forgecat-agent-profiles --skill continual-learning --agent claude-code

Installs into .claude/skills of the current project.

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SKILL.md
---
name: continual-learning
description: Orchestrate continual learning by delegating transcript mining and
  AGENTS.md updates to `agents-memory-updater`.
disable-model-invocation: true
---

# 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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