task-observer

What problem does it solve?

This skill addresses the challenge of skills becoming outdated or not being created efficiently. It automates the discovery of new skill opportunities and the improvement of existing ones based on real-world usage.

Core Features & Use Cases

• Skill Discovery: Identifies patterns in your work that can be formalized into new skills.
• Skill Improvement: Detects corrections, preferences, and gaps in existing skills to suggest specific updates.
• Self-Improvement: Observes its own methodology to continuously enhance its effectiveness.
• Use Case: As you use Claude for various tasks, this skill monitors your interactions, notes when you repeatedly perform a similar sequence of actions, or correct Claude's output in a consistent way, and then suggests creating a new skill or updating an existing one to reflect these insights.

Quick Start

Invoke the task-observer skill at the start of any task-oriented session before beginning work.