What is the Methodology Curator skill?

It is a specialized capability for Claude Code that provides access to proven frameworks and methodologies to guide the creation and evaluation of AI agents and skills.

Does it replace standard code validation?

No, it complements it. While tools like /validate-plugin handle syntax and structure, Methodology Curator ensures the underlying logic and approach are grounded in expertise.

When should I use Methodology Curator?

Use it at the start of a creation workflow to ground your approach, or when evaluating existing work to identify missing principles or structural gaps.

How does this help with AI agent creation?

It ensures your agents follow industry-standard practices from domain experts rather than relying on generic AI patterns, leading to more authoritative and effective tools.

What domains are covered by this skill?

The skill includes specialized modules for Instruction Design, Code Review, Debugging, Testing, Knowledge Management, and Decision Making.

Methodology Curator

Name: Methodology Curator
Author: micsapp

bymicsapp

0•

Developer Tools

Surfaces expert frameworks and proven methodologies to guide the creation and evaluation of AI agents, skills, and code.

Methodology Curator serves as a strategic pre-flight check for AI development, providing access to established frameworks from domain masters like TDD experts and instructional designers. By grounding new skills, hooks, or agents in proven methodologies, it prevents reinventing the wheel and identifies critical gaps in existing workflows. This skill helps developers move beyond generic outputs by applying structured expertise to domains like code review, debugging, and knowledge management, ensuring every AI capability is built on a foundation of professional standards and authoritative terminology.

Key Features

01Surfaces curated frameworks from industry experts and domain masters

02Performs gap analysis on existing AI agents and skill hooks

030 GitHub stars

04Provides domain-specific modules for Testing, Debugging, and Instruction Design

05Integrates selection matrices to choose the best approach for specific contexts

06Generates methodology briefs to ground TDD scenarios and documentation

Use Cases

01Selecting an instructional framework before building a new AI teaching skill

02Auditing an existing code review hook against established industry patterns

03Establishing a systematic debugging methodology for a specialized CLI tool

Key Features

01Surfaces curated frameworks from industry experts and domain masters

02Performs gap analysis on existing AI agents and skill hooks

030 GitHub stars

04Provides domain-specific modules for Testing, Debugging, and Instruction Design

05Integrates selection matrices to choose the best approach for specific contexts

06Generates methodology briefs to ground TDD scenarios and documentation

Use Cases

01Selecting an instructional framework before building a new AI teaching skill

02Auditing an existing code review hook against established industry patterns

03Establishing a systematic debugging methodology for a specialized CLI tool