ark-research

Research technology options and produce evidence-backed recommendations with curated sources.

413|97|Updated Aug 28, 2025

Search Tags:#documentation #research #github #comparison #evidence #web

Ready to run

npx skills add https://github.com/mckinsey/agents-at-scale-ark --skill ark-research-mckinsey

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: ark-research
Source: https://github.com/mckinsey/agents-at-scale-ark/tree/main/.claude/skills/research
Command: npx skills add https://github.com/mckinsey/agents-at-scale-ark --skill ark-research-mckinsey

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Ark Research enables teams to systematically identify and evaluate technology options by gathering evidence from diverse sources before making implementation decisions.

Core Features & Use Cases

Structured research process: web search, repository examination, and handling blocked content.
Evidence-backed outputs: curated sources, comparisons, and clear recommendations.
Wide applicability: software architecture decisions, tool selection, and technology evaluations.

Quick Start

Provide a topic or problem and I will perform a structured, evidence-based research search and present sources, options, and recommendations.

Frequently Asked Questions about ark-research

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

FAQPage Schema

How do I research evidence for technology evaluation and system design decisions?▼

To research evidence for technology evaluation, this Skill systematically gathers data from official documentation, repositories, and reputable web sources. It then structures the findings into curated sources, pros/cons, and explicit recommendations with traceable evidence.

What is the best way to compare architectural solutions using official docs and GitHub repositories?▼

The best way to compare architectural solutions is by applying a structured research process that examines official docs and GitHub repositories. This approach ensures evidence-backed outputs, providing structured pros and cons alongside clear recommendations.

Can I use this research process for software engineering problems across different domains?▼

Yes, you can use this research process for software engineering problems, system design decisions, and technology evaluations across domains. It systematically identifies and evaluates options by collecting diverse evidence before making implementation decisions.

How do I get recommendations with traceable evidence for tool selection?▼

To get recommendations with traceable evidence for tool selection, provide a topic or problem to the Skill. It performs a structured search and presents curated sources, options, and clear recommendations based on the gathered evidence.

Does this approach handle blocked content during web searches for tech choices?▼

Yes, this approach handles blocked content during web searches for tech choices. The structured research process includes web search, repository examination, and specific mechanisms for handling blocked content to ensure comprehensive evidence collection.