Critical Thinking Task Designer

What This Skill Does

Designs a task requiring genuine critical evaluation — not just comprehension or recall, but the evaluation of evidence, identification of assumptions, analysis of competing perspectives, or detection of bias — embedded in specific subject content. Crucially, the output includes criteria for distinguishing critical from surface-level responses (so the teacher can tell the difference) and follow-up prompts that push superficial responses toward genuine critical engagement. AI is specifically valuable here because designing tasks that genuinely require critical thinking (rather than tasks that LOOK like they require critical thinking but can be answered through recall or opinion) is one of the hardest aspects of assessment design — many tasks labelled "critical thinking" actually test comprehension, compliance with a prescribed structure, or the ability to express an opinion without evaluating it.

Evidence Foundation

Paul & Elder (2008) defined critical thinking as "the art of analysing and evaluating thinking with a view to improving it," identifying eight elements of thought (purpose, question, information, inference, assumption, concept, implication, point of view) and nine intellectual standards (clarity, accuracy, precision, relevance, depth, breadth, logic, significance, fairness). Facione (1990) led the Delphi consensus project defining critical thinking as comprising six core skills: interpretation, analysis, evaluation, inference, explanation, and self-regulation. Critically, Willingham (2007) demonstrated that critical thinking cannot be taught as a generic skill — it is domain-specific. A student who can critically evaluate a historical source may not be able to critically evaluate a scientific claim, because critical thinking requires deep domain knowledge to identify what counts as good evidence, valid reasoning, and plausible alternatives in each field. This has profound implications: "teaching critical thinking" in isolation (as a standalone skill) produces weak transfer; embedding critical thinking in domain-specific content produces stronger results. Abrami et al. (2008) confirmed this in a meta-analysis: critical thinking instruction is most effective when it is embedded in subject content AND includes explicit instruction in critical thinking principles (a "mixed" approach, effect size 0.94). Ennis (1989) argued that while critical thinking has both general and domain-specific components, effective instruction must address the domain-specific component — the standards of evidence and reasoning within the discipline.

Input Schema

The teacher must provide:

• Topic: The subject content. e.g. "The causes of the French Revolution" / "Whether nuclear energy should replace fossil fuels" / "The reliability of different types of historical evidence" / "How Shakespeare presents power in Macbeth"
• Student level: Year group and current thinking level. e.g. "Year 11, can express opinions but struggle to support them with evidence or consider counter-arguments" / "Year 8, can identify basic arguments but don't spontaneously evaluate their strength"
• Critical thinking focus: The specific CT skill. e.g. "Evaluating the strength of evidence" / "Identifying unstated assumptions" / "Comparing two competing interpretations" / "Detecting bias in a source" / "Distinguishing correlation from causation"