Can I customize the verification checklists?

Yes, the skill detects your project stack (e.g., FastAPI, Expo, or React) and generates a tailored verification.md file that you can further refine for your specific requirements.

Does this skill replace the initial project setup?

No, this skill is designed to enhance an existing project. You should run a project setup skill first to establish the .claude directory structure before applying these optimizations.

What is the 'mistakes.md' file used for?

It implements the Cherny pattern, where the AI logs errors, root causes, and lessons learned. This reactive learning loop can improve code quality by 2-3x by preventing the AI from repeating past mistakes.

How does context pruning improve AI performance?

By tagging updates as [MAJOR] or [MINOR] and archiving older minor entries, it keeps the active context under 15KB, ensuring the AI stays focused on critical architectural decisions and recent changes.

Workflow Optimization

Name: Workflow Optimization
Author: petrogurcak

bypetrogurcak

0•

Productivity & Workflow

Enhances Claude Code development with advanced context management, automated quality hooks, and iterative learning patterns.

This skill transforms standard AI coding sessions into a high-performance development environment by implementing industry best practices like the Cherny pattern for mistake tracking and Pyramid Summaries for architectural clarity. It automates tedious maintenance tasks such as context pruning and code formatting while introducing sophisticated tools like build error resolvers, custom verification checklists, and session checkpoints to ensure long-term project stability and continuous AI improvement.

Key Features

01Custom stack-specific verification checklists for frameworks like FastAPI, Expo, and Nette

02Iterative mistake tracking (mistakes.md) to prevent repetitive coding errors

030 GitHub stars

04Automated architectural summaries and module documentation for better project mapping

05Smart context pruning with [MAJOR]/[MINOR] importance tagging for token efficiency

06Automated code quality hooks for Prettier, TypeScript checks, and console.log detection

Use Cases

01Implementing a structured 'learn from mistakes' loop to improve AI response quality over time

02Optimizing an existing Claude Code project after the initial setup phase

03Reducing AI hallucinations and errors by maintaining a clean, high-relevance context file

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add petrogurcak/skills workflow-optimization

For use in Claude.ai and ChatGPT

Download Skill