Improvement Cycle Setup

What problem does it solve?

This Skill addresses the common issue of treating improvement as a post-task activity, rather than an integrated part of the work process, leading to missed opportunities for compounding learning and efficiency gains.

Core Features & Use Cases

• Active Improvement Lens: Provides a framework to apply an improvement mindset during task execution, not just after.
• Structured Questioning: Guides users with specific questions before, during, and after task completion to identify learning opportunities.
• Decision Encoding Framework: Offers a clear method for deciding what learnings are worth encoding and in what format (rule, skill, reference).
• Use Case: When starting a new coding feature, use this skill to actively look for existing patterns, anticipate potential issues, and note down any friction encountered, ensuring that each task contributes to the codebase's overall improvement.

Quick Start

Activate the improvement lens by asking Claude to help you set up an improvement cycle for your current task.