Can I define my own specialized agents for Waldstorm?

Yes, Waldstorm automatically searches for project-local agent definitions in .claude/agents/ or plugin directories to incorporate domain-specific knowledge into its analysis.

What is the Waldstorm Claude Code skill?

Waldstorm is a specialized skill that allows Claude to act as an orchestrator, spinning up a team of expert AI agents to review, plan, and execute complex technical tasks from multiple perspectives.

How do I activate the Waldstorm analysis?

You can trigger the skill by using keywords like 'waldstorm', 'expert review', or 'analyze this task' when describing a feature or bug to Claude.

Which experts are included in the panel?

Waldstorm includes built-in agents for Security, DevOps, Performance, QA, Database Management, API Design, and more, and can also discover custom agents defined in your project.

How does Waldstorm handle conflicting expert advice?

The skill synthesizes all teammate messages into a prioritized list, highlighting any conflicts for the user to resolve before generating the final implementation plan.

Waldstorm Expert Orchestrator

Name: Waldstorm Expert Orchestrator
Author: aaronwald

byaaronwald

•

Productivity & Workflow

Orchestrates a panel of specialized AI experts to analyze, plan, and execute complex development tasks with architectural rigor.

Waldstorm is a powerful multi-agent orchestration skill for Claude Code designed to tackle complex engineering challenges that require multiple perspectives. It functions by dispatching a team of virtual specialists—such as Security Engineers, Performance Experts, and Senior Developers—to analyze a task in parallel. By synthesizing findings into a prioritized action plan, Waldstorm ensures that security, scalability, and maintainability are never afterthoughts. It automatically generates detailed implementation plans and executes them with built-in checkpoints, making it the ideal choice for high-stakes feature development, architectural migrations, and comprehensive system audits.

Key Features

011 GitHub stars

02Synthesis of conflicting expert recommendations into prioritized action items

03Discovery of project-local domain agents for specialized business logic

04Step-by-step execution with progress journaling and review checkpoints

05Automated implementation plan generation with superpower integration

06Parallel multi-agent analysis using specialized expert personas

Use Cases

01Refactoring legacy systems where architectural consistency and edge-case handling are critical

02Designing new features that require cross-functional reviews for security and performance

03Conducting deep-dive troubleshooting and root-cause analysis across complex infrastructure

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add aaronwald/dlawskillz waldstorm

For use in Claude.ai and ChatGPT

Download Skill