Critical Thinking Logical Reasoning

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

作者 sammcj527cf639ae86無授權條款162 個星標收錄於 2026年10月8日更新於 2026年10月8日儲存庫今天更新

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 產生的概覽

對書面內容中的論證進行批判性分析,產出關於主張、證據與邏輯的結構化評論。

功能
審視文章、部落格、逐字稿和報告等書面論證,辨識核心主張、證據品質、邏輯謬誤、隱含假設與論證缺口。它以摘要、關鍵問題、追問問題和可執行結論的結構化形式提出評論。它評論的是推理過程而非查核經驗性主張,並會指出薄弱論證可如何強化。
適用情境
當被明確要求對某篇書面內容的論證進行批判性分析或評論時使用。它適合在依據某個結論行動之前評估其推理品質,不用於審查程式碼或核實事實。
執行需求
無需指令碼或特殊工具;這是僅含說明的技能,在代理程式內部執行。

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.

來源與署名

來源:sammcj/agentic-coding位於Skills/critical-thinking-logical-reasoning提交527cf63

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