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tech_evaluation

Assess technology readiness, scalability, security, and architectural risks in a structured report.

7|Updated Dec 25, 2025
Search Tags:#scalability#security audit#risk assessment#architecture review#TRL#tech evaluation
One-click install
npx skills add https://github.com/mzniu/AICouncil --skill tech-evaluation
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: tech_evaluation
Source: https://github.com/mzniu/AICouncil/tree/main/skills/builtin/tech_evaluation
Command: npx skills add https://github.com/mzniu/AICouncil --skill tech-evaluation

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill provides a structured framework to evaluate technology proposals, assess readiness, scalability, security, and architectural risk, and produce decision-ready guidance.

Core Features & Use Cases

  • TRL-based technology readiness assessment with actionable criteria and reporting.
  • Scalability and architecture analysis, including performance and deployment considerations.
  • Security review, cost-performance optimization, and risk mitigation recommendations.
  • Use cases: evaluating a cloud migration plan, selecting a hardware/software stack, or auditing a vendor's tech proposal to inform governance decisions.

Quick Start

Ask the tech_evaluation expert to assess a new system proposal for TRL readiness, scalability, and security requirements and generate a concise evaluation report.

Frequently Asked Questions about tech_evaluation

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

FAQPage Schema
How do I assess technology readiness levels for a proposed software stack?▼

To assess technology readiness levels (TRL), you evaluate a solution against actionable criteria to determine its maturity and deployment viability. This quantifies readiness to guide technology selection and migration decisions.

What is included in an architecture review for cloud migration plans?▼

An architecture review for cloud migration includes scalability analysis, performance considerations, and deployment evaluation. It identifies architectural risks and provides optimization suggestions to inform governance decisions.

How do I conduct a security audit for a vendor technology proposal?▼

To conduct a security audit for a vendor proposal, you review the technology solution to identify security vulnerabilities and architectural risks. This generates a risk list and mitigation recommendations.

Can I use this to evaluate hardware and software stack scalability?▼

Yes, you can evaluate hardware and software stack scalability. The evaluation analyzes performance and deployment considerations to produce scalability planning and cost-performance optimization recommendations.

What is the best way to generate a structured technology evaluation report?▼

The best way to generate a structured technology evaluation report is to assess readiness, scalability, and security simultaneously. This produces a decision-ready document covering TRL levels, risks, and cost implications.

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