Verified:GitHub

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

Search Tags:#feedback #documentation #AI workflow #reflection #skill refinement #improve

Ready to run

npx skills add https://github.com/FarzamMohammadi/dev-toolbox --skill improve-skill-farzammohammadi

💬 Prompt for ChatGPT / Claude Chat▼

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.