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reflect

Analyze user sessions and propose structured improvements to other skills.

835|58|Updated Jul 9, 2025
Search Tags:#workflow#session-analysis#skill-improvement#conversational-feedback#reflect
One-click install
npx skills add https://github.com/llama-farm/llamafarm --skill reflect-llama-farm
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: reflect
Source: https://github.com/llama-farm/llamafarm/tree/main/.claude/skills/reflect
Command: npx skills add https://github.com/llama-farm/llamafarm --skill reflect-llama-farm

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill helps teams and individuals continuously improve how they use skills by analyzing sessions after skill usage and offering concrete improvements.

Core Features & Use Cases

  • Structured feedback: After a session, identifies corrections, successes, edge cases, and user preferences to guide skill refinement.
  • Cross-skill enhancement: Proposes actionable changes to other skills that were used during the session.
  • Automation-ready guidance: Generates prompts and workflows to implement suggested improvements in future interactions.

Quick Start

Run /reflect after a session to generate a compact improvement plan you can review and apply.

Frequently Asked Questions about reflect

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

FAQPage Schema
How do I analyze a conversational session to improve my workflows?▼

Session analysis identifies corrections, successes, edge cases, and user preferences to generate structured feedback. You can run a reflection command after a session to receive a compact improvement plan for refining your workflows.

What is skill reflection and when should I apply it?▼

Skill reflection is the process of analyzing interactions after skill usage to propose actionable changes. You should apply it proactively after a session to identify areas for skill refinement and continuous improvement.

Can I use session analysis to generate improvement plans for other skills?▼

Yes, cross-skill enhancement analyzes your session to propose actionable changes to other skills that were used. It generates automation-ready guidance and workflows to implement suggested improvements in future interactions.

How do I get structured feedback on edge cases from my conversational sessions?▼

Structured feedback is generated by analyzing your session to identify corrections, successes, edge cases, and user preferences. This feedback guides skill refinement by providing concrete improvements you can review and apply.

What is the best way to proactively improve skills based on user preferences?▼

The best way to proactively improve skills is to analyze sessions for user preferences and generate automation-ready prompts. This creates structured feedback that guides skill refinement and implements suggested improvements for future interactions.

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