Guide · Students

Agent skills for students: practice, papers, and the line you should not cross

By SkillPicker Editorial · Published October 2, 2026 · 5 min read

Student work is learning under a limit: a lecture you cannot rewind, a reading list longer than the week, and an assignment that will be graded. The useful skills map onto that limit. One helps you capture what was said. One makes you practice retrieving it. One helps you produce the paper, the problem set, or the thesis without fighting the toolchain. A skill that skips to a finished voice, and hides how the text was made, solves a different problem. It is often the problem your course has already forbidden.

This guide follows that order. The candidates are skills on the Students topic. Ranking is by observed demand. The topic says so, and it is worth repeating: no skill here owes you a mark, a finished thesis, or a calmer week. Those depend on what you do with the time the skill saves.

What is worth automating

A 2013 review in Psychological Science in the Public Interest compared ten common study techniques. Practice testing and distributed practice were the two rated high utility. Highlighting and rereading, which students lean on, were not. The paper is Dunlosky and colleagues, available via PubMed. The practical reading is dull and useful: a skill that quizzes you, spaces the quizzes, and makes you answer before showing the note is pointed at the techniques with the better evidence. A skill that rewrites your highlighter marks into a longer summary is pointed at the techniques the review found weak.

That does not mean every skill mentioning "active recall" implements the finding. It means you can ask a concrete question of the SKILL.md: does this quiz me, or does it produce more text for me to reread?

Choose by the constraint

Capture, then stop

obsidian-notes-creator builds study notes in Obsidian, including multi-file topic sets, analogies, and diagrams. Use it to structure a lecture you attended, not to attend the lecture for you. Notes are a store. If the vault itself is the problem — wikilinks, Bases, or the CLI — the Obsidian guide separates file skills from skills that need the app running. The Studying topic is the broader list when the notes are not in Obsidian.

Practice on purpose

book-study is a reading coach: it compiles what a book said, then tests mastery, and it says it uses spaced repetition. study-habits targets the same pair of ideas, active recall and spaced repetition, with session tracking. study-strategy-selector claims to pick a technique from the material and the goal, which is the right shape if it will explain the choice. Prefer the skill that asks you a question you can fail. A flawless summary you did not produce is a reread in a cleaner font.

Produce the artifact you were assigned

Writing skills on this topic assume a manuscript that already exists. latex-paper-en works on an English .tex paper: compile failures, venue formatting, citation checks, tables, and section logic. latex-thesis-zh is the Chinese thesis counterpart, including GB/T 7714 and a pass against the school template. typst-paper does the equivalent for Typst. paper-audit is a reviewer-style gate for a paper you are about to send, not a way to skip the draft. If the assignment is a short essay rather than a paper toolchain, start at Essay writing or Academic writing instead of a LaTeX skill.

Cite from a library, and disclose the model

bib-search-citation searches a local BibTeX or BibLaTeX file, including a Zotero export, and emits citation snippets. That is the right design. The sources are yours, and a missed citation is a search miss you can see. Be wary of any research skill that offers a reference you cannot open. A fabricated DOI is worse than a missing one. academic-writing, in the journalism skills set, is about compliance rather than prose: contributor roles under CRediT, ORCID, preprints, and disclosure when a language model was used. Disclosure is the skill that matches how journals and many departments now ask you to work. For the literature itself, the Academic research topic and the Research paper topic go further than the student list.

Two installs that look helpful and often are not

humanize-academic-writing rewrites text so it looks less like a model wrote it. The demand for that is real, which is why it ranks high. Using it so a grader or a detector cannot tell that unpermitted model output was submitted is academic misconduct at a lot of schools, even when the prose gets better. If a course allows model help, the honest step is the disclosure workflow, a draft you edit, and sources you read. If the course forbids it, a polish skill does not change the rule.

study-plan builds a long-horizon exam plan and stores session history. Its home is a legal plugin, and the work it describes is bar preparation. Search ranking pulled it onto the student list because the words overlap. It is a poor default for a semester course with weekly problem sets. Read the first paragraph of a skill before you let rank decide.

How to judge a candidate

• Constraint: capture, practice, production, or compliance. One skill for the limit you hit this week.
• Questions or prose: does it make you retrieve, or only generate a cleaner text?
• Your sources: citations should resolve to a library or a paper you can open.
• Toolchain: .tex, .typ, or ordinary prose. A LaTeX skill on a Google Doc is the wrong install.
• Rules of the course: disclosure, collaboration, and what counts as your writing. The skill does not know them.

Where to start

When the work stops being coursework and becomes applications, the job search guide takes over, and the Resume topic is the list for that document. Do not point a thesis skill at a CV.

Before you install

Pick with confidence.These guides explain how to compare skills and choose the one that fits. Read each skill's own SKILL.md before installing it. How this works