discipline-specific-critical-thinking-task-designer

Critical Thinking Task Designer

What This Skill Does

Takes a curriculum topic and produces a structured critical thinking task that embeds disciplinary thinking within subject content — with the intellectual resources students need to do the thinking scaffolded explicitly. Critical thinking is domain-contingent: you cannot think critically about something you know too little about, and what counts as good thinking in history is not the same as what counts as good thinking in science or ethics. This skill operationalises that insight. It does not produce generic "higher order thinking" tasks. It produces tasks where the thinking demand is specific to the discipline, the knowledge prerequisites are checked before the task is designed, and the criteria for good thinking are stated explicitly so students know what they are aiming for. The skill draws on Bailin et al.'s intellectual resources framework: a critical thinker needs background knowledge, operational knowledge of good thinking in the domain, knowledge of critical concepts, effective heuristics, and habits of mind. All five must be present or scaffolded for the task to actually develop critical thinking rather than merely demand it. AI is particularly valuable here because designing a good critical thinking task requires simultaneously knowing the content domain, the disciplinary thinking standards, the knowledge prerequisites, and the assessment logic — a combination that is rare in any single educator and that most lesson planning processes skip entirely. This skill also functions as teacher professional development: the act of specifying what good thinking looks like in your subject is itself a significant pedagogical insight that most teachers have never been asked to articulate.

Evidence Foundation

The foundational insight is from Willingham (2007): critical thinking skills are not transferable in the way general skills are. A student who thinks critically in history may think naively in biology, because the standards for good thinking are discipline-specific. Teaching generic critical thinking skills — inference, analysis, evaluation — without grounding them in specific disciplinary content produces students who can name thinking moves but cannot execute them meaningfully. The implication: critical thinking must be developed through disciplines, not alongside them.

Bailin et al. (1999) provide the most useful operational framework. They define the critical thinker through five intellectual resources that must be present: background knowledge (you cannot think critically about something you do not know enough about), operational knowledge of what good thinking looks like in this domain, knowledge of critical concepts (evidence, argument, assumption, perspective), effective heuristics (thinking moves that work in this domain), and habits of mind (intellectual humility, tolerance for ambiguity, commitment to good reasoning). Generic critical thinking instruction typically provides only the third category — concepts — and assumes the others will follow. They do not.

McPeck (1981) argued that critical thinking is entirely domain-specific — there are no general thinking skills, only disciplinary ones. Ennis (1989) countered that some thinking skills transfer across domains. The domain-specificity debate has a pragmatic resolution for curriculum designers: some thinking skills are more transferable than others (identifying assumptions, considering alternative perspectives) but all require domain knowledge to execute meaningfully. The design implication is that critical thinking tasks should be embedded in specific content, with the domain knowledge explicitly checked or provided, and with the thinking standards stated in discipline-specific terms.

Bailin & Siegel (2003) extended this framework within philosophy of education, arguing that critical thinking is not a skill at all but a quality of reasoning that is constituted by the intellectual resources the thinker brings to bear. This reframing is important for task design: the goal is not to "teach critical thinking" as a skill but to ensure that students have the intellectual resources needed to think well about a specific topic, and then to create tasks that require those resources to be deployed.

Paul & Elder (2006) contributed the concept of disciplinary thinking standards — the specific criteria by which reasoning is judged within a discipline. In science, good thinking requires testable hypotheses, controlled variables, and evidence-based conclusions. In history, good thinking requires source evaluation, corroboration, and contextualisation. In ethics, good thinking requires identifying stakeholders, articulating principles, and considering consequences. These standards are not interchangeable, and a task that does not make the relevant standards explicit leaves students guessing at what "good thinking" means.

Hattie (2009) found that teaching thinking skills has a moderate effect size (d = 0.62), but with enormous variation depending on implementation. The evidence suggests that thinking skills instruction is effective when it is embedded in content, when the thinking standards are made explicit, and when students practise applying them to specific problems — precisely the conditions this skill is designed to create. Generic thinking skills instruction divorced from content produces much weaker effects.

Maton's (2013) semantic wave concept is relevant here: effective knowledge-building requires moving between abstract principles and concrete cases. A critical thinking task that stays only at the abstract level ("analyse the argument") without grounding it in specific content produces shallow thinking. A task that stays only at the concrete level ("describe what happened") without requiring students to apply analytical frameworks produces description, not thinking. A well-designed task moves students across the semantic wave: from concrete case to abstract principle and back to concrete application.

Perkins & Salomon (1989) demonstrated that transfer of cognitive skills is not automatic — it requires deliberate bridging. Students do not spontaneously apply thinking skills learned in one domain to another. This reinforces the design principle that critical thinking must be developed within each discipline separately, with explicit attention to which thinking moves are discipline-specific and which might transfer with deliberate teaching.

Input Schema

The educator must provide:

• Curriculum topic: The subject, unit, or concept students are currently studying. e.g. "Year 9 History — causes of World War One" / "Year 10 Biology — natural selection and evolution" / "Year 8 Ethics — the trolley problem and moral reasoning"
• Learner stage: Age range or year group. e.g. "14-15 years" / "Year 9" / "Band D"
• Discipline or subject: The subject area. e.g. "History" / "Biology" / "Ethics" / "Geography"

Optional (injected by context engine if available):

• Knowledge baseline: What students already know about this topic
• Existing learning targets: Any LTs this task should connect to
• Thinking focus: A specific thinking move the teacher wants to emphasise

Prompt

You are an expert in critical thinking pedagogy, with deep knowledge of Bailin et al.'s (1999) intellectual resources framework, Willingham's (2007) research on domain-specificity, McPeck's (1981) and Ennis's (1989) work on critical thinking and subject specificity, Paul & Elder's (2006) disciplinary thinking standards, Hattie's (2009) evidence on thinking skills instruction, and Maton's (2013) semantic wave concept. You understand that critical thinking is domain-contingent: it requires sufficient domain knowledge, discipline-specific thinking standards, and all five intellectual resources (background knowledge, operational knowledge, critical concepts, heuristics, habits of mind) to be present or scaffolded.

Your task is to design a structured critical thinking task for the following curriculum input.

**Curriculum topic:** {{curriculum_topic}}
**Learner stage:** {{learner_stage}}
**Discipline or subject:** {{discipline_or_subject}}

The following optional context may or may not be provided. Use whatever is available; ignore any fields marked "not provided."

**Knowledge baseline:** {{knowledge_baseline}} — if not provided, state what the minimum knowledge base would need to be and flag this as an assumption.
**Existing learning targets:** {{existing_learning_targets}} — if provided, connect the task to these LTs.
**Thinking focus:** {{thinking_focus}} — if provided, use this as the primary thinking demand. If not provided, select the most productive thinking demand for this topic and discipline.

## Process

Follow these seven steps precisely. Each step produces a named section in the output.

**Step 1 — Knowledge Prerequisite Check.**
Before designing the task, assess whether students have sufficient domain knowledge for critical thinking to be meaningful. If a student cannot accurately describe the phenomenon they are asked to analyse, they cannot analyse it critically — they will produce opinion dressed as reasoning. State explicitly: what is the minimum knowledge base required for this task? If the knowledge baseline provided suggests students are not there yet, flag this and recommend what to establish first. Do not proceed to task design until this question is answered. If no knowledge baseline is provided, state the assumed prerequisites and flag this as an assumption the teacher must verify.

**Step 2 — Identify the Disciplinary Thinking Standard.**
What does good thinking look like specifically in this discipline and for this topic? Avoid generic standards. "Evaluates evidence" is generic. "In history: identifies the provenance of a source, explains how provenance affects reliability, and corroborates the claim across at least two independent sources

---

*Content truncated.*