Subject Cheat Sheet: STEM, Humanities, Languages, CS
Same engine, different gears.
Active recall (Lesson 3.3) works in every subject. The specifics bend a little depending on what you're studying. This page expands the four subject playbooks from 3.3:STEM, Humanities, Languages, CS:with a coaching prompt, a recall prompt, and the subject-specific honesty trap for each. Save this page once; come back to it whenever you start a new class.
How to use this page
Pick the playbook that matches the class. Copy the prompts. Fill in the brackets with your actual class name, topic, and material. The traps section at the bottom of each playbook tells you the move that crosses the Honest Work Code line for that specific subject: different for STEM than for Humanities than for CS. Read your class's trap before you skip it.
🧪 STEM: math, physics, chem, bio
STEM is about working problems, not memorizing answers. Two prompts: the coaching prompt (you solve, Claude guides) and the practice generator (Claude writes you problems to drill on).
STEM honesty trap: the photo paste
The trap: snap a photo of the problem set, paste it, ask Claude to "solve it." You get a number you can't reproduce on the exam. The fix is the coaching prompt above: same time investment, real learning.
📚 Humanities: history, lit, philosophy, polisci
Humanities is about argument and evidence, not memorizing facts. Two prompts: the Socratic sparring partner (your take gets stress-tested) and the reading-comprehension test (Claude quizzes you on what you actually understood).
Humanities honesty trap: the thesis handoff
The biggest line in humanities: asking Claude to write your thesis or your argument. A reading-comp test is fine. A sparring partner is fine. "What's a good thesis for an essay on X?" is not: that's the part that's supposed to be yours. If you find yourself there, switch to the M4.3 brainstorm prompt (you generate, Claude reflects).
🌍 Languages: Spanish, French, Mandarin, anything new
The rare subject where you can ethically use AI as a conversation partner as much as you want: because the whole goal is communicative skill, and conversation is what builds it. Voice mode is a killer feature here. Two prompts: the conversation partner (immersion) and the grammar-drill prompt (targeted practice on what's tripping you up).
Languages honesty trap: the homework auto-translator
Conversation practice is a green-zone use; chunking your written homework into Claude and asking for translations is not. The point of homework is to force the recall; auto-translating skips the recall and gets you a grade you didn't earn. The grammar-drill prompt above is the right alternative: same kind of practice, none of the homework crossover. If a class explicitly bans AI-assisted translation tools, that ban includes Claude.
💻 Intro coding: CS1, web dev, data science
Coding is where AI is most powerful AND where students most easily lose the skill. CS departments have gotten very good at spotting AI-written submissions. Two prompts: "explain my error, don't fix it" (debugging) and the code review (Claude critiques what you wrote, doesn't write it).
Coding honesty trap: the "give me code that does X"
The bright line in CS: pasting an assignment description and asking for working code. CS faculty run AI-detection passes; they also know what beginning-student code looks like, and AI output looks different. Even if it weren't detectable, you don't learn to code by reading code somebody else wrote. The two prompts above keep your hands on the keyboard. If your school's CS department has an explicit AI-tools policy (most do now), read it before any of these prompts: some courses ban even the "explain my error" prompt, and the M4.2 conversation with the prof is the right move there.
Pair this with Lesson 3.3
This page is the long version of the subject-tweaks panel in Lesson 3.3:The Active Recall Engine. The lesson covers why active recall works in every subject; this page covers how to tune it per class. Together they're the full active-recall picture.
Back to the curriculum
Save this page. Come back at the start of every term: pick the playbook for each class, paste the prompts, fill in the brackets, drill.
Back to the curriculum →