One-click install
npx skills add https://github.com/igorder-dev/apex --skill tech-research-igorder-dev
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: tech-research
Source: https://github.com/igorder-dev/apex/tree/main/.claude/skills/tech-research
Command: npx skills add https://github.com/igorder-dev/apex --skill tech-research-igorder-dev

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Evaluates technology options for a project by collecting evidence from official docs, benchmarks, and practical usage, enabling informed architecture decisions.

Core Features & Use Cases

  • Criteria-driven evaluation setup before searching and collecting data from multiple sources
  • Evidence-backed comparisons across frameworks, libraries, deployment patterns, and scalability considerations
  • Total cost of ownership analysis including learning curve, operational costs, and potential migration effort
  • Use Case: When selecting a tech stack for a microservices-based system, generate a structured, sources-backed recommendation.

Quick Start

Ask me to compare two technologies for a given use case, and I will produce a structured, evidence-based technology evaluation.

Frequently Asked Questions about tech-research

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

FAQPage Schema
How do I compare technology options for an architecture decision?

To compare technology options for an architecture decision, define your evaluation criteria first. The system then uses web search and Context7 MCP to collect evidence from official docs, benchmarks, and practical usage data to generate a sources-backed recommendation.

What is total cost of ownership analysis for a software framework?

Total cost of ownership analysis for a software framework evaluates the learning curve, operational costs, and potential migration effort. It provides a structured assessment to help you understand the long-term impact of adopting a specific technology.

How do I evaluate frameworks for a microservices-based system?

Evaluating frameworks for a microservices-based system requires a criteria-driven setup to compare deployment patterns and scalability considerations. The process gathers evidence-backed data across frontend, backend, and infrastructure choices to inform your selection.

Can I use web search to check community health and official docs availability?

Yes, you can use web search to check community health and official docs availability. The evaluation process explicitly satisfies these requirements by actively searching for and verifying official documentation and community support metrics.

When do I need to perform a structured technology evaluation?

You need to perform a structured technology evaluation when selecting a tech stack and require evidence-backed comparisons. It is essential before committing to frameworks, libraries, or deployment patterns to ensure they meet official documentation and scalability requirements.

What is the best way to compare library benchmarks and practical usage?

The best way to compare library benchmarks and practical usage is through a criteria-driven evaluation setup. This method collects data from multiple sources to produce an evidence-based comparison rather than relying on anecdotal information.