Can it help with team-wide configurations?

Yes. It understands the hierarchy between user-level settings and project-shared settings, allowing you to apply improvements that benefit the entire team or just your local environment.

What is the 'Verified Improvements' log?

It is a self-improving data log where successful fixes are recorded. Claude references this log in future sessions to pattern-match and solve similar friction points faster.

Does this skill modify my files automatically?

No. The skill follows a strict workflow where it proposes specific changes, explains the benefits and risks, and only applies them after receiving your explicit confirmation.

How does the Learn and Improve skill reduce permission prompts?

It identifies tools and commands that you frequently authorize and proposes permanent 'allow' rules in your settings.json, specifically targeting safe, side-effect-free commands.

Learn and Improve

Name: Learn and Improve
Author: dwmkerr

bydwmkerr

•

生产力与工作流

Optimizes Claude Code configuration and permissions by analyzing session history to reduce workflow friction.

The Learn and Improve skill acts as a dedicated maintenance and optimization agent for your Claude Code environment. By analyzing conversation history, it identifies recurring friction points—such as repetitive permission prompts, ignored coding conventions, or misfiring skills—and proposes targeted fixes. It manages complex configuration hierarchies across user-level settings and project-specific CLAUDE.md files, allowing Claude to become more autonomous and better aligned with your specific development patterns over time.

主要功能

0112 GitHub stars

02Automated friction analysis of session history

03Intelligent permission management for CLI tools and paths

04Skill and agent trigger optimization

05Verified improvement logging for continuous self-correction

06Configuration of CLAUDE.md and modular project rules

使用场景

01Troubleshooting and fixing skill triggers that are too broad or too narrow

02Encoding newly discovered project conventions into CLAUDE.md memory

03Reducing repetitive 'allow' prompts for safe, read-only bash commands

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add dwmkerr/claude-toolkit learn-and-improve

For use in Claude.ai and ChatGPT

主要功能

0112 GitHub stars

02Automated friction analysis of session history

03Intelligent permission management for CLI tools and paths

04Skill and agent trigger optimization

05Verified improvement logging for continuous self-correction

06Configuration of CLAUDE.md and modular project rules

使用场景

01Troubleshooting and fixing skill triggers that are too broad or too narrow

02Encoding newly discovered project conventions into CLAUDE.md memory

03Reducing repetitive 'allow' prompts for safe, read-only bash commands

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add dwmkerr/claude-toolkit learn-and-improve

For use in Claude.ai and ChatGPT