meta-matrix

Validate dynamic dispatch behavior of Claude Code plugins.

1|1|Updated Feb 25, 2025
One-click install
npx skills add https://github.com/JamSuite/jim --skill meta-matrix
Or copy as Structured Prompt for Agent
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.