skill-improver

What problem does it solve?

Users often encounter friction, confusion, or repeated failures when using AI, or discover better ways to do things that aren't captured. This skill provides a structured framework for reflection and improvement, preventing bloat and ensuring AI workflows become smoother and more efficient over time.

Core Features & Use Cases

• Structured Reflection: Guides you through a systematic analysis of past AI interactions to pinpoint issues.
• Pattern Identification: Helps recognize recurring problems and suggests proven solutions from a catalog of common issues.
• Actionable Improvements: Formulates concrete, specific proposals for enhancing existing skills or creating new ones.
• Use Case: After a complex task where Claude struggled with file permissions, use this skill to identify the root cause (missing script, incomplete error handling) and propose creating a reusable script and updating documentation, making future tasks effortless.

Quick Start

Reflect on the recent interaction where I struggled to extract data from the PDF. Help me identify what went wrong and how to improve the process.