reflect

Extract confidence patterns from team conversations and suggest knowledge improvements for Squad.

619|188|Updated Jul 4, 2024

Search Tags:#pattern recognition #conversation analysis #knowledge retention #team learning #squad architecture

Ready to run

npx skills add https://github.com/CommunityToolkit/Aspire --skill reflect-communitytoolkit

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: reflect
Source: https://github.com/CommunityToolkit/Aspire/tree/main/examples/squad/CommunityToolkit.Aspire.Hosting.Squad.AppHost/dev-squad/.squad/templates/skills/reflect
Command: npx skills add https://github.com/CommunityToolkit/Aspire --skill reflect-communitytoolkit

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

The Reflect Skill helps teams avoid repeating mistakes and retain successful patterns by extracting confidence patterns from conversations.

Core Features & Use Cases

Conversational Pattern Extraction: Identifies HIGH/MED/LOW confidence patterns in team discussions.
Integration with Squad Architecture: Works seamlessly with .squad/agents/{agent}/history.md and .squad/decisions.md.
Learning Promotion: Proposes learnings from conversations to be integrated into team knowledge bases.

Quick Start

Invoke the 'reflect' skill to capture and analyze learning points during your session.

Frequently Asked Questions about reflect

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

FAQPage Schema

How do I extract learning patterns from team conversations?▼

To extract learning patterns from team conversations, invoke the Reflect Skill to analyze discussions and identify HIGH, MEDIUM, and LOW confidence patterns. It suggests knowledge improvements and proposes learnings for your team knowledge base.

How does conversation analysis improve team learning and knowledge retention?▼

Conversation analysis improves team learning by capturing successful patterns and preventing repeated mistakes. The Reflect Skill evaluates team discussions to extract confidence patterns, proposing actionable learnings to integrate directly into your knowledge base.

Can I integrate extracted knowledge with Squad architecture files?▼

Yes, you can integrate extracted knowledge with Squad architecture files. The Reflect Skill works seamlessly with `.squad/agents/{agent}/history.md` and `.squad/decisions.md` to map conversation patterns into existing team history and decisions.

Do I need specific Squad files to support conversation pattern recognition?▼

You need the `.squad/structure` directory to support conversation pattern recognition. The Reflect Skill integrates with `.squad/agents/{agent}/history.md` and `.squad/decisions.md` to capture and analyze learning points during your session.

What is the best way to capture team knowledge in real-time during a session?▼

The best way to capture team knowledge in real-time is invoking the Reflect Skill during your session. It analyzes ongoing conversations, identifies confidence levels, and proposes learnings to be integrated into the team knowledge base.

How are confidence levels categorized during squad conversation analysis?▼

Confidence levels are categorized into HIGH, MEDIUM, and LOW during squad conversation analysis. The Reflect Skill extracts these distinct confidence patterns from team discussions to propose targeted knowledge improvements for the squad.