10x-infra-research

Researches and scores MVP deployment platforms against five agent-friendly criteria with anti-bias cross-checks.

Updated May 20, 2026
One-click install
npx skills add https://github.com/Oskarovsky/Sprinter --skill 10x-infra-research-oskarovsky
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: 10x-infra-research
Source: https://github.com/Oskarovsky/Sprinter/tree/main/.cursor/skills/10x-infra-research
Command: npx skills add https://github.com/Oskarovsky/Sprinter --skill 10x-infra-research-oskarovsky

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve? Choosing a hosting or deployment platform for an MVP is often a gut decision based on stale familiarity or marketing pages. This Skill replaces that with a structured process: it combines your tech stack constraints, a short developer interview, and fresh parallel web research to produce a scored, bias-checked platform recommendation recorded as a decision document. ## Core Features & Use Cases - Structured platform evaluation: Researches Cloudflare, Vercel, Netlify, Fly.io, Railway, and Render in parallel, then scores each against five criteria (CLI-first maintenance, managed infrastructure, agent-readable docs, stable deploy API, MCP integration). - Anti-bias cross-checks: Stress-tests the top recommendation through devil's advocate, pre-mortem, and unknown-unknowns lenses before the decision is finalized. - Decision record output: Writes context/foundation/infrastructure.md containing the scored comparison, rationale, operational story (previews, secrets, rollback, logs), and a risk register. - Use Case: After defining your PRD and tech stack, run this Skill to decide where to deploy your MVP — for example, determining whether an Astro + Cloudflare Workers app should stay on Cloudflare or move to Fly.io based on WebSocket requirements. ## Quick Start Ask the assistant to research and recommend a deployment platform for your MVP using your existing tech stack document.

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 my MVP?

Run a structured evaluation: filter platforms by hard constraints from your tech stack, score candidates against criteria like CLI-first maintenance and managed infrastructure, then stress-test the winner with anti-bias checks. This Skill automates that process and records the decision in infrastructure.md.

Cloudflare vs Vercel vs Fly.io for MVP hosting?

The right choice depends on your constraints: Cloudflare suits edge-first serverless apps, Vercel fits frontend-heavy frameworks, and Fly.io supports persistent processes and WebSockets. This Skill scores all three plus Netlify, Railway, and Render against your specific stack and interview answers.

Does this skill work without a tech stack document?

Yes, the tech stack file at context/foundation/tech-stack.md is optional. If absent, the skill infers the stack from the current working directory, though having the document provides stronger hard constraints for filtering incompatible platforms.

What are the limitations of this infrastructure research skill?

It does not build Docker images, write Dockerfiles, or configure CI/CD pipelines. It also scopes decisions to MVP stage only, excluding production-scale concerns like multi-region failover, HA architecture, and SLA planning.

Why does the skill run anti-bias checks on the recommended platform?

Obvious-fit platforms hide risks that surface only under scrutiny. The devil's advocate, pre-mortem, and unknown-unknowns lenses expose hidden costs, failure modes, and non-obvious limitations, which are then recorded in the output's risk register with mitigations.