feedback-capture

Capture corrections and learnings from user messages during Q&A workflows.

21|11|Updated Mar 15, 2026
One-click install
npx skills add https://github.com/ai-analyst-lab/ai-analyst-plugin --skill feedback-capture-ai-analyst-lab
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: feedback-capture
Source: https://github.com/ai-analyst-lab/ai-analyst-plugin/tree/main/skills/feedback-capture
Command: npx skills add https://github.com/ai-analyst-lab/ai-analyst-plugin --skill feedback-capture-ai-analyst-lab

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill automatically captures corrections and learnings from user messages during Q&A workflows.

Core Features & Use Cases

  • Automatically logs user-corrections and learnings during ask-question interactions.
  • Helps refine prompts and responses over time without extra work.
  • Serves as a safety guardrail by centralizing feedback without separate invocation.

Quick Start

Ask a question in the standard flow and rely on ask-question to capture feedback automatically.

Frequently Asked Questions about feedback-capture

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

FAQPage Schema
How do I automatically capture user corrections during Q&A workflows?

You can capture user corrections automatically by embedding feedback logging within standard ask-question interactions. This internal logging records corrections and learnings from user messages during Q&A workflows without requiring separate invocation or extra user action.

What is automatic feedback logging in prompt improvement?

Automatic feedback logging is a mechanism that records user corrections and learnings during Q&A interactions. It centralizes feedback internally to improve prompt quality and refine responses over time without extra work.

How to log learnings from user messages without separate invocation?

You log learnings by embedding capture mechanisms directly inside ask-question interactions. This automatically records corrections from user messages as they occur, functioning as a safety guardrail without requiring separate invocation or extra user action.

Does feedback capture require extra user action during ask-question interactions?

No, feedback capture requires no extra user action. It is designed to be embedded within ask-question and uses internal logging to automatically capture corrections and learnings from user messages during standard Q&A workflows.

Best way to centralize corrections and learnings as a safety guardrail?

The best way to centralize corrections is embedding feedback capture inside ask-question interactions. This automatically logs user corrections and learnings, serving as a safety guardrail that refines prompts and responses over time without extra work.

When do I need automatic feedback capture for prompt improvement?

You need automatic feedback capture when you want to refine prompts and responses over time during Q&A workflows. It is needed when you want to log user corrections and learnings automatically without requiring separate invocation or extra user action.