research

Name: research
Availability: InStock
Author: dhumitech

Compare AI technologies, tools, and papers to inform engineering decisions.

1|Updated Sep 11, 2025

Search Tags:#documentation #risk-assessment #proof-of-concept #decision-support #ai-research #technology-evaluation #tech-spike

Ready to run

npx skills add https://github.com/Dhumitech/DHUMI-AI-RESOURCE --skill research-dhumitech

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: research
Source: https://github.com/Dhumitech/DHUMI-AI-RESOURCE/tree/main/AI-Engineer-planner-Skills/00-plan/research
Command: npx skills add https://github.com/Dhumitech/DHUMI-AI-RESOURCE --skill research-dhumitech

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This skill helps teams systematically discover, evaluate, and decide on emerging AI technologies, bridging research and engineering decisions.

Core Features & Use Cases

Structured discovery: collects and prioritizes AI tech candidates with notes and sources.
Objective evaluation: builds a weighted matrix and PoC plan.
Decision enablement: produces a Tech Spike Report and recommended path.

Quick Start

Analyze a new AI capability by outlining a clear research question and context, then run the skill to generate a shortlist, evaluation matrix, and a PoC plan.

Frequently Asked Questions about research

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

FAQPage Schema

What is a tech spike for AI technology evaluation?▼

A tech spike is a bounded investigation to compare 5-7 AI candidates and produce a documented evaluation matrix, PoC plan, and risk assessment to inform engineering decisions.

How do I plan a PoC for an AI research discovery process?▼

Plan a PoC by defining a 2-day bounded scope, collecting sources, and generating a structured evaluation matrix and recommended path to bridge AI discovery and engineering execution.

Can I use this approach to compare multiple AI tools for engineering decisions?▼

Yes, you can compare AI technologies by building a weighted matrix that evaluates 5-7 candidates with notes, sources, and risk assessments to support objective technology selection.

How long does a typical technology evaluation and PoC planning process take?▼

Technology evaluation typically requires a 2-hour discovery phase to shortlist candidates, followed by a 2-day PoC planning phase to generate a final spike report and recommendation.

What is the best way to document a risk assessment for new AI technologies?▼

The best way to document risk assessment is to generate a tech spike report that includes sources, an evaluation matrix, and a recommended path to systematically capture technology limitations.