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Wangmengguo
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skill-improve

Extract feedback from conversation history and generate improvement suggestions for Skills.

Updated Feb 4, 2026
Search Tags:#skill improvement#user feedback#code modification#feedback classification#Skill analysis
One-click install
npx skills add https://github.com/Wangmengguo/opencode-skills --skill skill-improve-wangmengguo
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: skill-improve
Source: https://github.com/Wangmengguo/opencode-skills/tree/main/skill-improve
Command: npx skills add https://github.com/Wangmengguo/opencode-skills --skill skill-improve-wangmengguo

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill automates the process of improving Skills based on user feedback, reducing the manual effort required for Skill refinement.

Core Features & Use Cases

  • Feedback Analysis: Automatically extracts negative feedback from conversation history.
  • Skill Identification: Determines which Skills are involved in the feedback.
  • Problem Analysis: Classifies feedback into categories like rule missing, rule fuzzy, etc.
  • Improvement Generation: Generates specific improvement suggestions for each piece of feedback.
  • Modification Execution: Executes the improvements on the Skills.

Quick Start

Use the skill-improve skill to analyze the feedback from the last conversation and generate improvement suggestions.

Frequently Asked Questions about skill-improve

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

FAQPage Schema
How do I automate Skill improvement from user feedback?▼

You can automate Skill improvement by extracting negative user feedback from conversation history, classifying the issues, generating specific suggestions, and executing code modifications automatically.

How does feedback classification identify missing or fuzzy rules in a Skill?▼

Feedback classification analyzes conversation history to categorize issues into types like rule missing or rule fuzzy, enabling targeted generation of improvement suggestions for the involved Skill.

What is the best way to modify Skills based on negative conversation feedback?▼

The best way to modify Skills is to analyze conversation history for negative feedback, identify the involved Skills, classify the problems, and execute the generated improvement modifications automatically.

Does automated Skill improvement require manual code modification?▼

No, automated Skill improvement does not require manual code modification because the system analyzes user feedback, generates specific improvement suggestions, and executes the modifications automatically.

Can I use this to extract feedback from my conversation history?▼

Yes, you can use this to extract negative feedback from conversation history, identify the specific Skills involved, and generate targeted improvement suggestions based on the classified problems.

What are the limitations of automating Skill refinement from user feedback?▼

Automating Skill refinement requires existing analysis and modification capabilities to function, meaning it cannot generate improvements or execute modifications without these underlying processing capabilities.

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