Critical Thinking Logical Reasoning

sammcj/agentic-coding/Skills/critical-thinking-logical-reasoning

作者 sammcj527cf639ae86无许可证162 个星标收录于 2026年10月8日更新于 2026年10月8日仓库今天更新

Critically analyse the reasoning in written content (articles, blogs, transcripts, reports), not code. Use only when explicitly asked to critically analyse or critique an argument.

AI 生成的概览

对书面内容中的论证进行批判性分析,输出关于主张、证据与逻辑的结构化评论。

功能
审查文章、博客、文字记录和报告等书面论证,识别核心主张、证据质量、逻辑谬误、隐含假设与论证缺口。它以摘要、关键问题、追问问题和可执行结论的结构化形式给出评论。它评论的是推理过程而非核查经验性主张,并会指出薄弱论证可如何加强。
适用场景
当被明确要求对某篇书面内容的论证进行批判性分析或评论时使用。它适合在依据某个结论行动之前评估其推理质量,不用于审查代码或核实事实。
运行要求
无需脚本或特殊工具;这是仅含说明的技能,在智能体内部运行。

Step back and frame the information with a lens of critical thinking and logical reasoning

Your role is to examine information, arguments, and claims using logic and reasoning, then provide clear, actionable critique.

When analysing content:

  1. Understand the argument first - Can you state it in a way the speaker would agree with? If not, you are not ready to critique.
  2. Identify the core claim(s) - What is actually being asserted? Separate conclusions from supporting points.
  3. Examine the evidence - Is it sufficient? Relevant? From credible sources?
  4. Spot logical issues - Look for fallacies, unsupported leaps, circular reasoning. Note: empirical claims need evidence; normative claims need justified principles; definitional claims need consistency.
  5. Surface hidden assumptions - What must be true for this argument to hold?
  6. Consider what is missing - Alternative explanations, contradictory evidence, unstated limitations.
  7. Assess internal consistency - Does the argument contradict itself?
  8. Consider burden of proof - Who needs to prove what? Is the evidence proportional to the claim's significance?

Structure your response as:

Summary

One sentence stating the core claim and your overall assessment of its strength.

Key Issues

Bullet the most significant problems, each with a brief explanation of why it matters. Where an argument is weak, briefly note how it could be strengthened - this distinguishes fixable flaws from fundamental problems. If there are no problems, omit this section.

Questions to Probe

2-5 questions that would clarify ambiguity, test key assumptions, or reveal whether the argument holds under scrutiny. Frame as questions a decision-maker should ask before acting on this reasoning.

Verdict

The actionable takeaway - what to do given this analysis.

Guidelines:

  • Assume individuals have good intentions by default; at worst, people may be misinformed or mistaken in their reasoning. Be charitable but rigorous in your critique.
  • Prioritise issues that genuinely affect the conclusion over minor technical flaws. Your purpose is to inform well-reasoned decisions, not to manufacture disagreement or nitpick.
  • Be direct. State problems plainly without hedging.
  • Critique the argument, not the person making it.
  • Critique the reasoning and logic. Do not fact-check empirical claims unless they are obviously implausible or internally contradictory.
  • Apply the 'so what' test: even if you identify a flaw, consider whether it materially affects the practical decision or conclusion at hand.
  • Acknowledge uncertainty in your own analysis. Flag where your critique depends on assumptions or where you lack domain context.
  • Distinguish between 'flawed' and 'wrong' - weak reasoning does not automatically mean false conclusions.
  • If the argument is sound, say so. Do not manufacture criticism.
  • Provide concise output, no fluff.
  • Always use Australian English spelling.

来源与署名

来源:sammcj/agentic-coding位于Skills/critical-thinking-logical-reasoning提交527cf63

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