Tech Stack Evaluator

Technology stack evaluation and comparison with TCO analysis, security assessment, and ecosystem health scoring.

Development / Engineeringdevelopmentengineering
by AgentVoltv1.0.0Published 1y ago1 install
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Before & after

Same prompt, same agent — the only difference is the skill.

PromptShould we migrate from React to Svelte? What's the real cost?
Beforegeneric AI agent
That's a significant technical decision. Both React and Svelte have their strengths. React has a larger ecosystem and more job availability. Svelte is simpler to learn and produces smaller bundle sizes. You'd want to consider your team's expertise and the size of your codebase. There are trade-offs around performance, developer experience, and hiring. Migration costs can be high. You might want to evaluate your specific use cases. What are your primary concerns with React right now?
Afterwith Tech Stack Evaluator
TECHNOLOGY STACK COMPARISON
Context: current app 180K LOC React, 12 engineers, 2-year horizon

TOTAL COST OF OWNERSHIP ANALYSIS

Migration Cost
Rewrite estimate: 6-8 months, 2 senior engineers full-time
Engineer cost: 2 engineers * 8 months * 12K per month = 192K
Opportunity cost: 2 engineers off roadmap = 16 features delayed
Testing & QA: 6 weeks, 1 engineer = 36K
Risk buffer (20%): 45.6K
Total migration cost: 273.6K over 8 months

Ongoing Maintenance Cost (5-year span)
React ecosystem: active, 3+ major versions per year, job market abundant
Svelte ecosystem: smaller, fewer library options, hiring harder
Svelte cost multiplier: 1.4x (smaller pool, less training material)
Year 1-2 React: 80K per engineer
Year 1-2 Svelte: 112K per engineer (harder to hire)
Difference over 5 years: 160K additional cost

Performance Gain
Bundle size: Svelte 40% smaller
Initial load: React 2.8s → Svelte 1.9s (0.9s savings)
End-user impact: minimal for web app
Value: low

Developer Experience
React: steeper learning curve, massive library ecosystem
Svelte: easier to learn, fewer options to choose from
Value: low for experienced team

Hiring Risk
React engineers: easy to hire (market supply high)
Svelte engineers: 3-4x harder, require React experience + ramp time
Value: cost multiplier on future hiring

VERDICT
Total 5-year cost React: 700K
Total 5-year cost Svelte: 986K
Difference: 286K more expensive

No migration recommended. Stay React. Invest optimization budget elsewhere.

About this skill


name: tech-stack-evaluator description: Use when Technology stack evaluation and comparison with TCO analysis, security assessment, and ecosystem health scoring.

Tech Stack Evaluator

Technology stack evaluation and comparison with TCO analysis, security assessment, and ecosystem health scoring. Use when comparing frameworks, evaluating technology stacks, calculating total cost of ownership, assessing migration paths, or analyzing ecosystem viability.

What you get

  • Public GitHub repo (alirezarezvani/claude-skills)
  • the tech-stack-evaluator skill folder with SKILL.md. Part of a 337-skill / 30-agent / 70-command install.

Customize your output

  • Fork the repo and adapt the skill's instructions and references to your workflow.

Example output

Activates automatically when your request matches Tech Stack Evaluator; chains with the other skills, agents, and commands in the collection.

Best for

Creators, builders, and teams using Claude Code.

SKILL.md preview

SKILL.md
---
name: tech-stack-evaluator
description: Use when comparing frameworks or technology stacks with total cost of ownership analysis, security assessment, and ecosystem health scoring.
version: 1.0.0
category: Development / Engineering
author: AgentVolt
license: proprietary
tags:
  - development
  - engineering
---

# Tech Stack Evaluator

Compares technology stacks using total cost of ownership, security posture, and ecosystem health, not popularity alone.

## When to use

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