skill-retrospective

Identify invoked skills and outputs from live chat conversations.

4|1|Updated Jan 19, 2026

Search Tags:#feedback #skills #retrospective #iteration #conversation #summary

Ready to run

npx skills add https://github.com/rongarede/skill-snapshots --skill skill-retrospective

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: skill-retrospective
Source: https://github.com/rongarede/skill-snapshots/tree/main/meta/skill-retrospective
Command: npx skills add https://github.com/rongarede/skill-snapshots --skill skill-retrospective

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill helps you review which skills were used in the current conversation and what outputs were generated, so you can learn what works and what doesn't.

Core Features & Use Cases

Identify invoked skills and their outputs for a given chat.
Collect direct user feedback and quotes to surface pain points.
Generate a prioritized iteration plan with concrete next steps for future conversations.

Quick Start

To use this Skill, ask for a recap: "Skill retrospective for this chat" or "帮我整理一下今天的 skill 迭代".

Frequently Asked Questions about skill-retrospective

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

FAQPage Schema

How do I generate a retrospective summary for a live chat?▼

To generate a retrospective summary for a live chat, trigger the skill by asking for a recap like "Skill retrospective for this chat". It analyzes the conversation to identify invoked skills, summarize performance, and capture user feedback.

What is the best way to collect user feedback and pain points from a conversation?▼

Collecting user feedback and pain points from a conversation is done by applying this retrospective skill to the chat. It surfaces direct user quotes and feedback to highlight what works and what needs iteration.

How do I identify which skills were invoked and what outputs were produced?▼

Identifying invoked skills and their produced outputs is handled automatically during the conversation analysis phase. The skill scans the live chat history to map which skills were triggered and what specific outputs they generated.

Can I automatically create a prioritized iteration plan from chat feedback?▼

Yes, you can automatically create a prioritized iteration plan from chat feedback. The skill processes collected user feedback and conversation summaries to propose concrete, prioritized next steps for future interactions.

Does the skill retrospective workflow require any external dependencies?▼

The skill retrospective workflow requires no external dependencies or components to function. It applies directly to live chats to generate structured feedback, action items, and a ready-to-apply snapshot.

When do I need a structured feedback collection process for skill iteration?▼

You need a structured feedback collection process for skill iteration when you want to learn what works and what doesn't in your conversations. It helps capture pain points and generate actionable improvement plans for future chats.