UI & Web Building

Interactive Calculator UX and Validation Architect

Design professional web calculators with clear inputs, transparent formulas, validation, comparison views, accessibility, and shareable results.

Last updated Jul 18, 2026

FreeClaudeChatGPT

TL;DR

Interactive Calculator UX and Validation Architect is a free AI skill for ui & web building. Design professional web calculators with clear inputs, transparent formulas, validation, comparison views, accessibility, and shareable results. It works with Claude, ChatGPT and is ready to use out of the box.

Download Skill.md Package

About this skill

Turn a calculation concept into an implementation-ready web experience. The skill maps user intent, inputs, units, formulas, assumptions, errors, scenarios, charts, tables, mobile behavior, accessibility, privacy, and SEO content.

What it does

It creates a complete calculator UX specification, validation system, result hierarchy, chart and table requirements, edge cases, and implementation acceptance criteria.

What is included

User-intent map
Input and unit specification
Formula transparency
Validation and error states
Scenario and comparison controls
Results hierarchy
Charts and accessible tables
Mobile and keyboard behavior
Privacy and sharing rules
SEO and acceptance criteria

How to use it

1. Download the interactive-calculator-ux-and-validation-architect-SKILL.md file
2. Upload it to Claude, ChatGPT, or your product-design workspace
3. Provide the formula, variables, units, target users, scenarios, and technical constraints
4. Have a qualified owner validate the calculations before release
5. Test accessibility, mobile behavior, and edge cases with real users

Examples

Example input

Design a responsive AI token-cost calculator with paste-text, known-token, workload, and multi-turn modes, comparison charts, sources, and shareable URLs.

Example output

A page structure, input schema, unit rules, validation matrix, formula disclosure, result cards, charts, accessible tables, share-state design, privacy rules, edge cases, and acceptance criteria.

FAQ

Does this skill verify the calculation formula?

It can review consistency from supplied rules, but the responsible domain expert must approve correctness.

Can it design several calculator modes?

Yes. It defines when modes should be separate, shared, or linked and how state transfers between them.

Does it include charts?

Yes. It specifies where charts add value and requires matching accessible tables.

Can users share calculator results?

Yes, with safe parameters that exclude private pasted content and clearly preserve assumptions.

Does it cover SEO?

Yes. It includes server-rendered explanations, formulas, FAQs, sources, metadata, structured data, and internal linking.

How is this different from a generic form designer?

It focuses on calculations, units, precision, assumptions, scenario comparison, transparency, and result interpretation.

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