reflect

Name: reflect
Availability: InStock
Author: barrettlowe

Analyze Claude interaction history to identify repetitive tasks and friction points.

Updated Mar 7, 2016

Search Tags:#pattern detection #skill enhancement #session review #prompt improvement #interaction optimization

Ready to run

npx skills add https://github.com/BarrettLowe/dotfiles --skill reflect-barrettlowe

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: reflect
Source: https://github.com/BarrettLowe/dotfiles/tree/main/claude/skills/reflect
Command: npx skills add https://github.com/BarrettLowe/dotfiles --skill reflect-barrettlowe

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

The Skill "reflect" analyzes your interaction history with Claude to identify patterns for improvement, such as reusable skills, keybindings, or prompting habits, ultimately enhancing your productivity.

Core Features & Use Cases

Session History Review: Analyze patterns from the current or a specified number of days in the past.
Pattern Identification: Detect repetitions, friction points, multi-step tasks, manual lookups, automations, and agent-shaped work.
Concrete Reporting: Provide a structured report highlighting areas for improvement and suggesting possible solutions.

Quick Start

Run the 'reflect' skill at the end of a session or prompt 'what did we learn?' for immediate insights.

Frequently Asked Questions about reflect

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

FAQPage Schema

How do I analyze Claude interaction history to identify patterns for improvement?▼

Analyzing Claude interaction history involves reviewing past sessions to detect repetitive tasks, friction points, and prompting habits. This pattern identification highlights areas to optimize interaction efficiency and suggests reusable skills or keybindings to enhance productivity.

What is session review for prompt improvement and how does it work?▼

Session review for prompt improvement works by examining your past interactions with Claude to detect friction points and inefficient prompting habits. It generates a structured report suggesting possible solutions to enhance your overall interaction effectiveness and productivity.

How can I detect repetitive tasks in my Claude chat history?▼

You can detect repetitive tasks in your Claude chat history by running a session review. This process identifies recurring manual lookups, multi-step tasks, and automations, providing concrete suggestions to build reusable skills for interaction optimization.

What is the best way to optimize prompting habits when using Claude?▼

The best way to optimize prompting habits is to analyze interaction history for friction points and repetitive tasks. Identifying these patterns allows you to adjust your prompts and create reusable skills, ultimately improving interaction efficiency and effectiveness.

Do I need to provide specific logs to review past sessions for interaction optimization?▼

You do not need to provide external logs for interaction optimization. The review analyzes your existing user interaction history with Claude directly, allowing you to specify a number of days in the past or simply prompt for immediate insights from the current session.

When should I run a session review to improve interaction efficiency?▼

You should run a session review at the end of an interaction session or prompt for immediate insights. This timing ensures pattern detection captures your latest prompting habits, manual lookups, and multi-step tasks while the workflow context is fresh.