AI Agent Hub
Back to skills
Critical Thinking Decision Framework icon

Critical Thinking Decision Framework

AI Agent Updated 2026.08.30

Paste the following prompt into your AI chat to install this skill:

Please install @user_aad6add3/critical-thinking according to https://skillhub.cn/install/skillhub.md.

About this skill

What Problem It Solves

When a decision maker faces career moves, business prioritization, technology selection, or similar complex choices, the hard part is often not missing data. It is conflicting signals: short-term upside versus long-term risk, team preferences versus project constraints, and surface needs versus real goals. This skill is for those situations. It provides a structured critical-thinking framework that turns a vague judgment into inspectable analysis steps.

How It Works

It follows an 8-step reasoning chain: start with identity and empathy, identifying the decision maker, constraints, and hidden goals; then use core problem identification and 5 Whys to separate symptoms from root causes. The next steps cover analogical reasoning, forming a judgment, validating outcomes, backward reasoning, and checking the solution against known principles. It supports full-process, quick, and step-focused modes, and typically outputs a decision summary, analysis trail, risk assessment, action items, and a reusable framework.

Scope and Caveats

The skill is best used as a reasoning scaffold, not a decision maker. It does not eliminate uncertainty and does not replace domain experts, legal or financial review, or organizational processes. For high-stakes, compliance-sensitive, or emotionally intense decisions, human judgment, professional advice, and external validation should remain in the loop; goals, constraints, and evidence boundaries need to be stated explicitly.

Use Cases

  • A tech lead compares React and Vue using the framework to assess cost, ecosystem, and maintenance risk.
  • A product manager ranks next-quarter priorities using core problem identification and backward reasoning.
  • A founder evaluates funding terms by validating outcomes and identifying risks before accepting conditions.
  • A project manager balances cross-team resource needs by mapping constraints and producing concrete actions.

Best For

  • Tech leads who need to turn architecture and stack decisions into reviewable trade-off analysis.
  • Product managers who need to compare conflicting requirements and justify prioritization.
  • Founders who need to weigh funding, growth, and cash-flow trade-offs under uncertainty.
  • Project or operations managers who need to balance stakeholder constraints and commit to next steps.