swarm-research

Identify and structure architectural decisions with option evaluation and risk analysis.

1|Updated Jan 19, 2026
One-click install
npx skills add https://github.com/jackneil/claude-jacked --skill swarm-research-jackneil
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: swarm-research
Source: https://github.com/jackneil/claude-jacked/tree/main/jacked/data/skills/swarm-research
Command: npx skills add https://github.com/jackneil/claude-jacked --skill swarm-research-jackneil

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Approaches non-trivial planning by structuring architectural decisions, evaluating options, and documenting rationale to reduce risk and rework.

Core Features & Use Cases

  • Structured decision prompts for architecture and system design.
  • Side-by-side option evaluation with trade-offs and risk analysis.
  • Use Case: When designing a large feature, this skill helps compare tech stacks, module boundaries, and integration strategies.

Quick Start

Describe the project goals and constraints, then request a structured swarm-research analysis to compare architectural options and trade-offs.

Frequently Asked Questions about swarm-research

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

FAQPage Schema
How do I structure non-trivial architectural decisions for a new project?

To structure architectural decisions, you should identify major features, evaluate options side-by-side, and document the rationale. This repeatable decision workflow reduces risk and rework by applying trade-off and risk analysis to system designs.

What is the best way to evaluate trade-offs when choosing a technology stack?

The best way to evaluate trade-offs for a technology stack is to perform a side-by-side option evaluation. This process compares architectural directions against project constraints, providing a documented rationale for your team collaboration and system design choices.

How do I document rationale for major architectural directions across teams?

You document rationale for architectural directions by using a repeatable decision workflow that captures option evaluation and trade-off analysis. This ensures team collaboration by recording why specific system design choices were made over time horizons.

When do I need a risk analysis for system design and module boundaries?

You need a risk analysis for system design when planning major features or setting module boundaries. Conducting this trade-off analysis early identifies potential integration strategy failures and architectural risks before development begins, reducing project rework.

Can I use this approach for large feature planning and integration strategies?

Yes, you can use this approach for large feature planning. It applies to decisions involving major features, architectural directions, or technology stacks, helping you compare integration strategies and module boundaries effectively across teams.

What are the limitations of relying on a structured architectural decision workflow?

A limitation of a structured architectural decision workflow is that it requires clearly defined project goals and constraints upfront. Without accurate inputs for option evaluation, the resulting trade-off analysis and documented rationale may not reflect actual system design risks.