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tech-selection-research

Generate structured technology selection decision packs with weighted scoring and ADR drafts.

Updated Mar 13, 2026
Search Tags:#framework comparison#tech radar#technology selection#technology evaluation#adr drafting#poc plan#rd decision
One-click install
npx skills add https://github.com/gmh5225/k-skills --skill tech-selection-research-gmh5225
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: tech-selection-research
Source: https://github.com/gmh5225/k-skills/tree/main/skills/research/tech-selection-research
Command: npx skills add https://github.com/gmh5225/k-skills --skill tech-selection-research-gmh5225

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill eliminates unstructured, popularity-biased technology selection decisions by providing a standardized, evidence-based research workflow for product R&D teams, ensuring choices are backed by data, tradeoff analysis, and validation plans instead of hype.

Core Features & Use Cases

  • Structured Tech Evaluation: Research single technologies or compare 2-4 candidate options across standardized business, architecture, and operational dimensions with source-verified evidence.
  • Decision-Ready Outputs: Generate complete decision packs including ADR drafts, PoC plans, risk assessments, and tracking plans for architecture or framework selections.
  • Use Case: For example, if your team needs to choose between FastAPI and Spring Boot for a new backend microservice, use this Skill to produce a full evaluation with scoring, migration considerations, and validation steps.

Quick Start

Use the tech-selection-research skill to evaluate FastAPI as the default backend framework for our new e-commerce service, including a comparison with Spring Boot and a PoC plan.

Frequently Asked Questions about tech-selection-research

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

FAQPage Schema
How do I evaluate and compare backend frameworks for a new microservice?▼

Technology selection for product R&D replaces ad-hoc research with structured evaluation workflows and standardized scoring frameworks. It ensures framework choices are backed by data, tradeoff analysis, and validation plans instead of popularity bias.

What is the best way to draft an ADR for an architecture selection?▼

ADR drafting generates a structured decision pack with risk assessments and tracking plans for architecture selections. It uses tiered source verification and ATAM-style tradeoff analysis to document your technology evaluation decisions systematically.

Can I generate a PoC plan for a technology evaluation decision?▼

PoC plan development creates validation steps and migration considerations for selected technologies. It outputs a structured decision pack with tracking plans to validate architecture or framework selections before full adoption.

How do I perform a quick scan of a single technology for R&D adoption?▼

Single technology quick scans evaluate one option across standardized business, architecture, and operational dimensions using source-verified evidence. This structured tech evaluation delivers a scoring framework and risk assessment without comparing multiple candidates.

Does technology selection support trend updates for already adopted frameworks?▼

Trend updates for already adopted technologies provide ongoing evidence-based evaluation to track changes in your tech radar. This ensures current architecture decisions remain validated against new data and evolving operational requirements.

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