What is the Methodology Curator skill?

It is a meta-skill for Claude Code that identifies and surfaces proven industry frameworks, such as TDD or instructional design, to guide the creation and evaluation of AI agents.

When is the best time to trigger this skill?

Use it at the very beginning of your workflow before brainstorming or implementation, or when auditing an existing skill to find logical gaps.

Can I extend it with my own methodologies?

Yes, you can add new domain modules to the database by following the standardized 'Masters' template included in the repository.

How does this improve AI-generated content?

By grounding AI behavior in established best practices, it ensures the resulting output is more authoritative, consistent, and effective than generic AI responses.

Does it provide implementation code?

No, it focuses on the 'how' and 'why'—the underlying methodology—rather than syntax, ensuring your approach is sound before you start coding.

Methodology Curator

Name: Methodology Curator
Author: athola

byathola

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123

生产力与工作流

Surfaces and applies proven frameworks from domain experts before building or evaluating AI skills and agents.

关于

Methodology Curator is a strategic meta-skill designed to ground AI development in established best practices and expert frameworks. By surfacing methodologies from domain masters—such as TDD principles for testing or instructional design patterns for tutorials—before the brainstorming or coding phase, it prevents 'reinventing the wheel' and ensures that created skills, hooks, and agents are built upon proven logic rather than ad-hoc assumptions. It functions as a pre-flight check that provides high-level guidance for developers seeking to embed deep domain expertise into their automated workflows.

主要功能

Standardized methodology briefs to guide subsequent skill creation
Domain-specific framework surfacing for instruction, testing, and debugging
Methodology gap analysis for auditing existing AI tools and skills
Strategic workflow integration for both creation and evaluation cycles
Curated database of industry 'Masters' and their core principles
123 GitHub stars

使用场景

Performing a methodology audit on an existing code review tool to identify missing feedback patterns
Grounding a new coding assistant skill in established instructional design frameworks
Selecting the optimal debugging framework before building a complex troubleshooting agent

关于

主要功能

Standardized methodology briefs to guide subsequent skill creation
Domain-specific framework surfacing for instruction, testing, and debugging
Methodology gap analysis for auditing existing AI tools and skills
Strategic workflow integration for both creation and evaluation cycles
Curated database of industry 'Masters' and their core principles
123 GitHub stars

使用场景

Performing a methodology audit on an existing code review tool to identify missing feedback patterns
Grounding a new coding assistant skill in established instructional design frameworks
Selecting the optimal debugging framework before building a complex troubleshooting agent