What kind of patterns does it extract?

It identifies structural patterns (file organization), content patterns (documentation styles), and process patterns (effective workflow steps).

When should I run the Best Practices Learner?

It is best used immediately after completing a skill build, after project reviews, or whenever you notice a recurring successful pattern in your code.

How does this skill improve my development speed?

It identifies high-ROI patterns and feeds them back into your templates, reducing rework and decision fatigue in future projects by 30-40%.

Can it automatically update my repository documentation?

Yes, it is designed to update files like common-patterns.md and development-workflow guidelines to ensure your standards are always current.

Best Practices Learner

Name: Best Practices Learner
Author: adaptationio

byadaptationio

0•

生产力与工作流

Systematically extracts, documents, and propagates architectural patterns and development learnings to improve your coding ecosystem.

The Best Practices Learner is a specialized Claude Code skill designed to transform individual development experiences into institutional knowledge. It analyzes completed tasks to identify successful structural and process patterns, documents lessons learned, and feeds these insights back into project guidelines and templates. By creating a continuous improvement loop, it ensures that your Claude-assisted development process evolves over time, increasing efficiency and consistency across all future projects by formalizing what works and avoiding past mistakes.

主要功能

01Historical evolution tracking of development standards

02Quantified impact analysis of new development techniques

03Automated updates to common-patterns.md and templates

04Pattern extraction from completed skill implementations

050 GitHub stars

06Actionable knowledge sharing across the development ecosystem

使用场景

01Conducting retrospectives after completing a major skill build to capture insights

02Standardizing documentation styles and naming conventions across multiple repositories

03Formalizing emergent coding patterns into mandatory development guidelines

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add adaptationio/skrillz best-practices-learner

For use in Claude.ai and ChatGPT

Download Skill