What is a meta-skill in Claude Code?

A meta-skill is a specialized capability designed to create, manage, and optimize other skills, acting as an architect and framework for building new AI tools.

Can I use this to improve existing skills?

Yes, it includes a dedicated prompt-improvement mode that analyzes existing skill paths and scripts to suggest performance and accuracy enhancements.

How does the collaborative mode work?

The collaborative mode initiates a structured interview process with the user to extract requirements, define goals, and map out the necessary technical components.

What is the benefit of the 'Script First' approach?

Script First ensures that repetitive or deterministic tasks are handled by code rather than LLM inference, resulting in 100% precision and lower resource consumption.

Skill Architect Meta-Skill

Name: Skill Architect Meta-Skill
Author: daishiman

bydaishiman

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Developer Tools

Automates the end-to-end creation, optimization, and orchestration of specialized Claude Code skills through interactive collaboration.

About

The Skill Architect is a powerful meta-skill designed to streamline the lifecycle of Claude Code skills. It utilizes a 'Collaborative First' philosophy, interviewing users to transform abstract ideas into concrete technical implementations. By leveraging a library of over 160 specialized resources—including agents, schemas, and scripts—it ensures that new skills are built with deterministic accuracy. Whether you are generating a new capability from scratch, refactoring prompts for better performance, or orchestrating tasks across different AI engines, this skill provides the framework and automation necessary for high-quality AI tool development.

Key Features

Script-First Logic: Prioritizes deterministic script execution over LLM inference for 100% accuracy in code tasks.
Comprehensive Resource Library: Accesses 166+ pre-built agents and reference patterns for rapid development.
Collaborative Interview System: Clarifies requirements through structured user dialogue.
Multi-Engine Orchestration: Intelligently routes tasks between Claude, Codex, and hybrid execution modes.
Automated Prompt Engineering: Analyzes and improves existing skill prompts using built-in analysis agents.
6 GitHub stars

Use Cases

Developing a new domain-specific Claude Code skill from a high-level concept.
Managing complex workflows that require switching between different execution engines like Codex and Claude.
Refactoring and optimizing legacy prompts to improve AI response reliability.

About

Key Features

Script-First Logic: Prioritizes deterministic script execution over LLM inference for 100% accuracy in code tasks.
Comprehensive Resource Library: Accesses 166+ pre-built agents and reference patterns for rapid development.
Collaborative Interview System: Clarifies requirements through structured user dialogue.
Multi-Engine Orchestration: Intelligently routes tasks between Claude, Codex, and hybrid execution modes.
Automated Prompt Engineering: Analyzes and improves existing skill prompts using built-in analysis agents.
6 GitHub stars

Use Cases

Developing a new domain-specific Claude Code skill from a high-level concept.
Managing complex workflows that require switching between different execution engines like Codex and Claude.
Refactoring and optimizing legacy prompts to improve AI response reliability.