skills.rest
kmshihab7878
kmshihab7878COMMUNITY
Explore all skills by this author →
GitHub

architecture-radar

Scan and evaluate emerging technology trends for the JARVIS stack.

6|1|Updated Apr 7, 2026
Search Tags:#architecture#dependency-tracking#technology-evaluation#tech-radar#trend-scanning#adoption-recommendation#engineering-research
One-click install
npx skills add https://github.com/kmshihab7878/claude-code-setup --skill architecture-radar
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: architecture-radar
Source: https://github.com/kmshihab7878/claude-code-setup/tree/main/skills/architecture-radar
Command: npx skills add https://github.com/kmshihab7878/claude-code-setup --skill architecture-radar

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

The architecture-radar automates the discovery and evaluation of emerging technologies and architecture patterns so engineering teams can make evidence-driven adoption decisions without manual, ad-hoc research.

Core Features & Use Cases

  • Automated Trend Scanning: Regularly monitors package ecosystems, GitHub trending projects, architecture reports, community signals, and competitor changelogs.
  • Applicability Evaluation: Scores maturity, migration cost, team familiarity, and problem fit to produce Adopt/Trial/Assess/Hold recommendations tied to JARVIS components.
  • Radar Reporting & Feedback Loop: Generates quarterly radar reports, dependency update tables, and measures hit/miss rates to refine source selection and evaluation weights.
  • Use Case: Run a quarterly radar to evaluate whether a new framework or library should be trialed for backend services, and produce migration estimates and a prioritized recommendation list.

Quick Start

Generate a quarterly architecture radar for the JARVIS stack that scans PyPI and npm trends, evaluates applicability, and outputs Adopt/Trial/Assess/Hold recommendations with citations.

Frequently Asked Questions about architecture-radar

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

FAQPage Schema
How do I evaluate emerging technology trends for architecture adoption decisions?▼

Evaluating emerging technology trends involves scanning package ecosystems and GitHub projects to score maturity, migration cost, and team familiarity, producing Adopt, Trial, Assess, or Hold recommendations with source citations.

How do I generate a quarterly tech radar for backend services?▼

To generate a quarterly tech radar, scan PyPI and npm trends, evaluate applicability against your stack, and output prioritized adoption recommendations with migration cost estimates and dependency deprecation reviews.

What is a technology radar and when do I need it for dependency tracking?▼

A technology radar is an evaluation report scoring emerging frameworks and architecture patterns by maturity and problem fit. You need it for dependency tracking when reviewing deprecations or planning framework adoptions.

Can I automate trend scanning and framework evaluations for sprint planning?▼

Yes, you can automate trend scanning by continuously monitoring community signals and competitor changelogs to produce framework evaluations and adoption recommendations, directly informing sprint planning decisions.

What is the best way to review dependency deprecations across engineering components?▼

The best way to review dependency deprecations is to automate trend scanning across package ecosystems, apply maturity scoring to affected components, and generate dependency update tables with periodic radar reports.

How does maturity scoring work for technology adoption recommendations?▼

Maturity scoring evaluates migration cost, team familiarity, and problem fit for emerging technologies, producing Adopt, Trial, Assess, or Hold recommendations tied to specific engineering components with source citations.

Related Skills

Explore More Software Engineering Skills→
kollaboraikollaborai
1

trend-tracking

Aggregate technology trend data from GitHub Trending, Hacker News, Reddit, npm, and PyPI.

Community
Advanced
saolalabsaolalab
37

tech-radar

Generate a four-ring technology radar categorizing technologies into Adopt, Trial, Assess, and Hold.

Official
Basic
LauraFlorentinLauraFlorentin
1

evaluation

Monitors agent performance and generates metrics for CI/CD pipelines and audits.

Community
Intermediate
Zenobia000Zenobia000
2

market-research

Conduct source-attributed market research covering sizing, competition, investors, and technology trends.

Community
Intermediate