meta-matrix

Name: meta-matrix
Availability: InStock
Author: JamSuite

Validate dynamic dispatch behavior of Claude Code plugins.

1|1|Updated Feb 25, 2025

Search Tags:#testing #diagnostics #claude-code #matrix #skill-dispatch #sub-skill

Ready to run

npx skills add https://github.com/JamSuite/jim --skill meta-matrix

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: meta-matrix
Source: https://github.com/JamSuite/jim/tree/main/skills/meta-matrix
Command: npx skills add https://github.com/JamSuite/jim --skill meta-matrix

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill provides a structured matrix to verify and understand how Claude Code substitutions and category wrappers dispatch, ensuring reliable evaluation of dynamic invocations.

Core Features & Use Cases

Dispatcher: sequentially validates and runs all four sub-skills for end-to-end testing.
Category-switch: loads a specific category (bash-invocation, variable-setting, conditional-evaluation, skill-invocation) for targeted diagnostics.
Self-header validation: reports model metadata headers and substitution outcomes for debugging.

Quick Start

Invoke /jim:meta-matrix with no arguments to chain all four category sub-skills sequentially.

Frequently Asked Questions about meta-matrix

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How do I test Claude Code plugin dispatch and sub-skill invocation?▼

To test Claude Code plugin dispatch, you can run a diagnostic matrix that sequentially validates category sub-skills and the dispatcher flow to confirm correct dynamic invocation during session startup or in-session debugging.

What is dynamic skill dispatch in Claude Code?▼

Dynamic skill dispatch in Claude Code is the routing mechanism where category wrappers substitute and invoke sub-skills, which you can verify and understand using a structured matrix to ensure reliable evaluation of dynamic invocations.

How do I diagnose a Claude Code sub-skill that fails to invoke correctly?▼

To diagnose an incorrectly invoking Claude Code sub-skill, load a specific category like bash-invocation or skill-invocation for targeted diagnostics, and check self-header validation reports to debug model metadata and substitution outcomes.

Can I validate individual category sub-skills instead of running all of them sequentially?▼

Yes, you can load a specific category such as bash-invocation, variable-setting, conditional-evaluation, or skill-invocation for targeted diagnostics instead of chaining all four sub-skills sequentially for end-to-end testing.

Why does my Claude Code session startup show incorrect skill substitutions?▼

Incorrect skill substitutions during Claude Code session startup occur when the dispatcher flow fails to route properly, which you can identify by probing the dynamic dispatch behavior and reviewing self-header validation outcomes.

When should I run a Claude Code dispatcher diagnostic matrix?▼

You should run a Claude Code dispatcher diagnostic matrix during session startup or in-session debugging when you need to confirm correct invocation of category sub-skills and validate the overall dispatcher flow.