think-first

Surface initial thinking before AI responds to strategic questions.

11|1|Updated Mar 3, 2026
One-click install
npx skills add https://github.com/SZoloth/skill-pack --skill think-first-szoloth
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: think-first
Source: https://github.com/SZoloth/skill-pack/tree/main/skills/think-first
Command: npx skills add https://github.com/SZoloth/skill-pack --skill think-first-szoloth

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Surface initial thinking before AI responds to strategic or high-stakes questions.

Core Features & Use Cases

  • Prompting for initial thinking: Instructs user to reveal their thinking before the AI responds.
  • Active hole-finding: Scans for assumptions, missing context, logical gaps, and constraints.
  • On-demand critique: Provides genuine pushback when requested, framed constructively.
  • Coach framing: Helps reframe challenges as development tasks and learning opportunities.

Quick Start

Tell the AI to surface your initial thinking before weighing in on a complex decision.

Frequently Asked Questions about think-first

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

FAQPage Schema
How do I surface my initial thinking before AI responds to strategic decisions?

To surface initial thinking before AI responds, instruct the AI to prompt you for your preliminary reasoning on strategic decisions. This ensures your assumptions and context are evaluated first, allowing the AI to identify logical gaps and biases before providing feedback.

What is the best way to prompt AI for constructive critique on architecture decisions?

The best way to prompt AI for critique on architecture decisions is to use an on-demand challenge approach. Frame your request to ask for genuine pushback, which helps surface missing context and potential biases constructively rather than simply validating your initial plan.

Can I use cognitive prompting to find logical gaps in project planning?

Yes, you can use cognitive prompting to find logical gaps in project planning. By actively scanning your initial thinking for assumptions, missing context, and constraints, the AI highlights vulnerabilities in your strategy before you commit to a specific execution path.

How does coach framing help reframe challenges as development tasks?

Coach framing helps reframe challenges as development tasks by treating strategic obstacles as learning opportunities. This method shifts the focus from immediate problem-solving to long-term growth, guiding you to view critiques and gaps in your thinking as actionable steps for improvement.

When do I need to surface initial thinking for high-stakes questions?

You need to surface initial thinking for high-stakes questions when facing complex architecture decisions, project planning, or critique requests. This process prevents premature conclusions by ensuring assumptions and missing context are addressed before generating a strategic response.

Are there limitations to using think-first prompting for critical thinking?

A limitation of think-first prompting is that it requires you to actively provide your preliminary reasoning before the AI responds. If your initial input lacks sufficient detail or context, the AI's ability to find assumptions and provide effective strategic pushback is constrained.