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validate-product

by Multi-Language Standards

Validate critical product assumptions and hypotheses through bounded experiment design, precommitted thresholds, and host authorization gates.

v1.0.0New

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Install this skill

Run this command in your terminal. No account required — it auto-detects your AI tool and installs the skill file.

npx @skills-hub-ai/cli install multi-language-standards-validate-product
Or download directly:
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Setup by platform

Claude Code

~/.claude/skills/<skill>/SKILL.md

Setup guide →

Install

One-click setup for your editor

Run in your project root

npx @skills-hub-ai/cli install multi-language-standards-validate-product --target claude-code
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Instructions

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Frequently asked questions about validate-product

What does the validate-product skill do?

Validate critical product assumptions and hypotheses through bounded experiment design, precommitted thresholds, and host authorization gates. It's a reusable SKILL.md instruction set that loads into your AI coding assistant on demand, no prompt engineering, no copy-pasting every session.

How do I install the validate-product skill?

Run `npx @skills-hub-ai/cli install multi-language-standards-validate-product` from your terminal. The CLI writes the SKILL.md to the correct location for your AI tool (e.g. ~/.claude/skills/multi-language-standards-validate-product/ for Claude Code or ~/.cursor/skills/ for Cursor with --target cursor) and adds it to your project's .skills.json lockfile.

Which AI tools does validate-product work with?

validate-product runs in Claude Code. It follows the open Agent Skills standard (SKILL.md), so the same skill works in every supported tool without modification.

Is the validate-product skill free?

Yes. Every skill on skills-hub.ai is free and open-source. There are no premium tiers, paywalls, or usage limits. You only pay for whatever AI assistant you're already using.

How do I use validate-product after installing it?

In Claude Code, type `/multi-language-standards-validate-product` (or whatever slash command the skill registers) and the AI follows the skill's instructions immediately. You can also reference it by name in natural language, your AI loads the skill into context when relevant.

Can I share the validate-product skill with my team?

Yes. Commit your project's .skills.json lockfile and teammates run `npx @skills-hub-ai/cli install` (no args) to install every skill at the exact version you pinned. Organization-scoped installs work via skills-hub.ai organizations.