improve-skill

Analyzes the most recently executed skill and generates targeted improvements for its skill.md documentation and workflow steps.

1|Updated Dec 30, 2024
One-click install
npx skills add https://github.com/FarzamMohammadi/dev-toolbox --skill improve-skill-farzammohammadi
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: improve-skill
Source: https://github.com/FarzamMohammadi/dev-toolbox/tree/main/ai/claude-code/skills/improve-skill
Command: npx skills add https://github.com/FarzamMohammadi/dev-toolbox --skill improve-skill-farzammohammadi

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill helps identify gaps in how a skill was executed and generate concrete improvements to enhance future performance.

Core Features & Use Cases

  • Post-execution reflection: Analyzes the just-used skill to surface clarity issues, edge cases, and output quality.
  • Concrete improvements: Proposes precise edits to the target skill.md and workflow steps.
  • Guided iteration: Produces a structured plan to apply improvements on the next activation of the skill.

Quick Start

Use the improve-skill to evaluate the most recently executed skill and generate a set of targeted changes to implement.

Frequently Asked Questions about improve-skill

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I generate improvements for an AI workflow after execution?

To generate improvements for an AI workflow, analyze the most recently executed skill to identify gaps and produce targeted recommendations for skill.md updates. This refines future performance through structured post-task reflection.

What is the best way to refine skill documentation based on task feedback?

The best way to refine skill documentation is to analyze post-execution feedback to surface clarity issues and edge cases, then apply precise edits to the target skill.md and workflow steps for iterative improvement.

Can I use post-task reflection to update any skill without external tools?

Yes, you can use post-task reflection to update any skill without external tools. The process requires only the current interaction to analyze the just-used skill and generate concrete documentation updates.

How do I identify gaps in a recently executed skill?

To identify gaps in a recently executed skill, evaluate its post-execution performance to surface clarity issues, edge cases, and output quality problems. This analysis guides targeted changes for the next activation.

When do I need to apply iterative refinement to my AI workflow?

You need iterative refinement when a previously executed skill shows output quality issues or unhandled edge cases. It provides a structured plan to apply concrete improvements on the skill's next activation.