review-week

Analyze weekly memory usage and generate actionable workflow items.

Updated Mar 3, 2026

Search Tags:#automation #workflow #productivity #memory #notion #review #prompt-engineering

Ready to run

npx skills add https://github.com/sukeun1997/claude-config --skill review-week

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: review-week
Source: https://github.com/sukeun1997/claude-config/tree/main/skills/review-week
Command: npx skills add https://github.com/sukeun1997/claude-config --skill review-week

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill provides a structured, weekly memory-based review to identify usage patterns, critique prompts and workflows, and translate insights into concrete action items that raise efficiency and quality.

Core Features & Use Cases

Phase-driven data collection from memory, notes, and plans to surface actionable insights.
Four-axis analysis (prompt quality, workflow efficiency, technical growth points, and concrete actions) to guide improvements.
Notion integration option for recording outcomes and tracking progress across weeks.
Auto-memory of recurring patterns to accelerate continuous improvement and bias reduction.
Gate-based quality control (failure-log gate) to ensure prior data quality before deeper analysis.

Quick Start

Request a weekly review by saying '/review-week' on Friday to start the analysis.

Frequently Asked Questions about review-week

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

FAQPage Schema

How do I automate a weekly memory review to optimize prompt engineering workflows?▼

A weekly memory review analyzes your usage patterns to critique prompts and workflows, generating concrete action items. It uses phase-driven data collection from memory and notes to surface actionable insights for continuous improvement.

How does memory-based usage analysis identify prompt patterns and workflow inefficiencies?▼

Memory-based usage analysis evaluates prompt quality, workflow efficiency, and technical growth across four axes. It processes collected memory data to critique recurring patterns and translate insights into actionable improvements.

Can I save weekly review analysis results directly to Notion?▼

Yes, weekly review outcomes can be stored in Notion. This optional integration records analysis results and tracks progress across weeks, ensuring downstream tracking of your prompt optimization action items.

What is the failure-log gate in the weekly review process?▼

The failure-log gate is a quality control mechanism that ensures prior data quality before deeper analysis. It validates collected memory and notes during the initial phase to prevent inaccurate prompt pattern analysis.

When should I run a weekly review for prompt and workflow optimization?▼

You should run a weekly review on a Friday cadence. Triggering the analysis with a command like '/review-week' initiates multi-phase data collection to evaluate your weekly memory-driven prompt usage and workflow efficiency.

Does the weekly review auto-memory recurring patterns to reduce cognitive bias?▼

Yes, the review includes auto-memory of recurring patterns to accelerate continuous improvement. By automatically logging identified prompt patterns, it helps reduce bias in future workflow analysis and prompt engineering decisions.