10x-infra-research

Researches and scores MVP deployment platforms to produce a documented infrastructure decision.

Updated Aug 26, 2026
One-click install
npx skills add https://github.com/michaail/hybrid-logs-analyzer --skill 10x-infra-research-michaail
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: 10x-infra-research
Source: https://github.com/michaail/hybrid-logs-analyzer/tree/main/.cursor/skills/10x-infra-research
Command: npx skills add https://github.com/michaail/hybrid-logs-analyzer --skill 10x-infra-research-michaail

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve? Choosing a deployment platform for an MVP is often driven by habit or hype rather than evidence. This Skill replaces guesswork with a structured process: a short interview, parallel web research on candidate platforms, scored comparison, and anti-bias stress tests, ending in a written infrastructure decision record. ## Core Features & Use Cases - Structured platform research: Runs parallel research on Cloudflare, Vercel, Netlify, Fly.io, Railway, and Render, covering runtimes, CLI tooling, pricing, WebSocket support, and feature maturity status. - Scored shortlist with hard filters: Scores platforms against five agent-friendly criteria, applies hard constraints from your tech stack, and shortlists the top three. - Anti-bias cross-check: Applies devil's advocate, pre-mortem, and unknown-unknowns lenses to the top pick before the decision is finalized. - Use Case: After defining your PRD and tech stack, run this Skill to decide between Vercel, Fly.io, and Cloudflare for a Next.js MVP, and get a written comparison, risk register, and getting-started steps in context/foundation/infrastructure.md. ## Quick Start Ask the assistant to research and recommend a deployment platform for your MVP using this skill after your tech stack document exists.

Frequently Asked Questions about 10x-infra-research

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

FAQPage Schema
How do I choose a deployment platform for an MVP?

Answer five interview questions about connections, cost, familiarity, geography, and data services. The skill then researches six candidate platforms in parallel, scores them against five criteria, and shortlists three with a written rationale.

What platforms does this deployment research compare?

It compares Cloudflare Workers/Pages, Vercel, Netlify, Fly.io, Railway, and Render. Each is researched for runtime support, CLI tooling, pricing, persistent process support, co-located services, and feature maturity status.

Does the skill work without a tech stack document?

Yes, the tech stack file is optional. If context/foundation/tech-stack.md exists it is used as a hard constraint to filter incompatible platforms; otherwise the skill infers the stack from the working directory.

Can it recommend a platform that does not support my runtime?

No. The tech stack is a hard constraint, so platforms lacking support for your language or runtime are dropped before scoring. Interview answers adjust scoring weights but never override compatibility filters.

What are the limitations of this infrastructure research?

It covers MVP-scope decisions only. It does not build Docker images, configure CI/CD pipelines, or plan production-scale architecture such as multi-region high availability or disaster recovery.