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jimmymalhan
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live-feedback-handler

Classify user complaint severity and type, then hotfix or queue feedback.

1|Updated Mar 7, 2026
Search Tags:#error handling#bug fixing#hotfix#issue triage#user support#live feedback
One-click install
npx skills add https://github.com/jimmymalhan/codereview-pilot --skill live-feedback-handler
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: live-feedback-handler
Source: https://github.com/jimmymalhan/codereview-pilot/tree/main/.claude/skills/live-feedback-handler
Command: npx skills add https://github.com/jimmymalhan/codereview-pilot --skill live-feedback-handler

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill addresses user-reported issues in a live system, ensuring immediate action for critical problems and efficient management of less urgent feedback.

Core Features & Use Cases

  • Real-time Classification: Automatically categorizes user complaints by type and severity.
  • Automated Hotfixing: Applies immediate fixes for critical bugs affecting a small number of files.
  • Feedback Queuing: Manages non-critical issues by adding them to a dedicated feedback queue for later resolution.
  • Use Case: A user reports a "white screen" error on localhost:3000. The skill identifies it as a critical crash, attempts a hotfix on the relevant UI file, restarts the server, and notifies the user of the resolution.

Quick Start

Handle a user complaint about a broken button on the live site.

Frequently Asked Questions about live-feedback-handler

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

FAQPage Schema
How do I handle live user feedback and fix bugs in real-time?▼

Live user feedback is handled by automatically classifying complaint severity and type, then either applying immediate hotfixes for critical bugs or queuing non-critical issues for later resolution.

What's the best way to automate immediate hotfixes for critical crashes?▼

Automated hotfixing applies immediate fixes to critical bugs by modifying the relevant files, running automated tests, restarting the server, and notifying the user of the resolution.

How does issue triage work for non-critical user support requests?▼

Issue triage for non-critical user support requests works by categorizing the feedback and adding it to a dedicated feedback queue, ensuring less urgent issues are managed for later resolution.

Can I use automated error handling to restart a server after a hotfix?▼

Yes, automated error handling can restart a server after a hotfix. The process applies the immediate fix, runs automated tests, restarts the server, and sends user notifications.

When should I queue user feedback instead of applying an immediate hotfix?▼

You should queue user feedback instead of applying an immediate hotfix when the classified complaint severity is low, indicating a non-critical issue that does not require real-time intervention.

Does live feedback handling work for single-file UI bug fixing?▼

Yes, live feedback handling works for single-file UI bug fixing by identifying critical crashes affecting a small number of files, attempting a hotfix, and restarting the server.

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