which-ai-should-you-open-first

Recommend which AI tool tier to open for a task with an output-checking plan.

Updated Jul 16, 2026
One-click install
npx skills add https://github.com/Cloud-Byte-Consulting/plugins --skill which-ai-should-you-open-first-cloud-byte-consulting
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: which-ai-should-you-open-first
Source: https://github.com/Cloud-Byte-Consulting/plugins/tree/main/prompt-workflows/skills/which-ai-should-you-open-first
Command: npx skills add https://github.com/Cloud-Byte-Consulting/plugins --skill which-ai-should-you-open-first-cloud-byte-consulting

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? Choosing the wrong AI tool wastes money on frontier models for trivial tasks or produces unreliable results when a cheap model handles sensitive work. This Skill classifies your task and recommends the right tier of AI tooling before you start. ## Core Features & Use Cases - Task Classification: Sorts work into unclear/taste-heavy, structured/repeatable, specialist-capability, or policy-restricted categories before recommending anything. - Tool-Tier Routing: Recommends a daily driver, cheap workhorse, specialist tool, approved company tool, or a human, with reasoning. - Acceptance Planning: Defines what context to attach, what proves the output is good enough, and which failure mode to watch for. - Use Case: Before pasting a customer transcript into a random chatbot, describe the task and constraints; the Skill tells you whether policy requires an approved company tool and gives you a review checklist for the output. ## Quick Start Describe your task, source material, and constraints, then ask which AI you should open first and how to check its output.

Frequently Asked Questions about which-ai-should-you-open-first

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

FAQPage Schema
How do I decide which AI model to use for a task?

Classify the task first: unclear or taste-heavy work goes to a strong daily driver, structured repeatable work goes to a cheap workhorse, and tasks needing senses or actions need a specialist tool. Then define what would prove the output is acceptable before starting.

When should I use a cheap AI model instead of a frontier model?

Use a cheap workhorse when the task is familiar, structured, repeatable, and easy to review. Reserve frontier or daily-driver models for unclear, mixed, risky, or hard-to-inspect work where judgment matters.

Can I use any AI tool with confidential company data?

No. Tasks restricted by company policy, confidentiality, legal, HR, health, financial data, or code security should stay in approved company tools. If no approved route exists, the Skill tells you to find a safer route rather than proceeding.

What tasks need a specialist AI tool instead of a chatbot?

Tasks needing a sense, a source, or an action require specialist capability: audio, screenshots, video, live web, archive search, image generation, browser work, repo access, tests, or file edits. A general chatbot cannot perform these reliably.

What happens if I give vague task details?

The Skill asks up to four clarifying questions in one batch, then stops. It does not assume defaults or act on what you probably meant, so vague inputs produce questions rather than a guessed recommendation.