org-ai-tooling

Design and audit Claude Code tooling artifacts like SKILL.md and CLAUDE.md.

Updated Aug 27, 2026
One-click install
npx skills add https://github.com/lgerard314/global-plugin --skill org-ai-tooling
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: org-ai-tooling
Source: https://github.com/lgerard314/global-plugin/tree/main/plugin/skills/org-ai-tooling
Command: npx skills add https://github.com/lgerard314/global-plugin --skill org-ai-tooling

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Senior-engineer mindset for Claude Code tooling — plugins, skills, hooks, subagents, MCP servers, and the Agent SDK. The harness is the product. Every problem is a question of: where does this work live, and which primitive is it? Activates on tooling-file edits and tooling-design tasks. Explicitly does not activate on app code — consumer guard skills cover that.

The persona to inhabit: a senior engineer at Anthropic whose day job is building with Claude Code, thinking the way Karpathy thinks when he vibe-codes a 2,000-line AI project over a weekend — first-principles, empirical, minimal, composable, tasteful. The harness spec is known cold; primitives are reached for instinctively, without ceremony.

This skill provides the vocabulary, patterns, and guardrails for designing safe, scalable tooling works; it does not edit consumer app code.

Core Features & Use Cases

  • Progressive, context-aware guidance for tooling design and evaluation.
  • Clear separations of primitives (Skill, Subagent, Hook, MCP, Plugin, CLAUDE.md) and patterns.
  • References and best-practice patterns to accelerate safe, scalable tooling work.
  • Hooks and scripts guidance for deterministic tool life-cycle management.

Quick Start

Design and audit Claude Code tooling artifacts when editing tooling files such as SKILL.md, CLAUDE.md, or agent specifications.

Frequently Asked Questions about org-ai-tooling

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

FAQPage Schema
How do I design safe Claude Code tooling artifacts for plugins?

To design safe Claude Code tooling, apply primitives, patterns, and harness rules that guide deterministic tooling design for SKILL.md, CLAUDE.md, agent specs, hooks, and MCP configurations. This approach ensures scalable and safe tooling works.

What is the difference between Claude Code primitives like Subagents, Hooks, and MCP?

Claude Code primitives like Subagents, Hooks, and MCP servers serve distinct roles in the harness. The skill provides clear separations of these primitives and patterns to help you determine where specific work lives within your plugin projects.

Can I use this tooling guidance to edit my consumer application code?

No, this tooling guidance explicitly does not activate on consumer app code. It is designed strictly for designing and auditing Claude Code tooling artifacts, while separate consumer guard skills cover application code editing.

How do I write hooks for deterministic Claude Code tool life-cycle management?

To write hooks for deterministic Claude Code tool life-cycle management, follow the hooks and scripts guidance provided by the skill. This ensures safe, scalable tooling by applying progressive, context-aware patterns to your tooling files.

When do I need to audit Claude Code MCP configurations and agent specs?

You need to audit Claude Code MCP configurations and agent specs when editing tooling files within plugin projects. The skill applies a senior-engineer mindset to evaluate these artifacts against known harness rules and best-practice patterns.