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Scientist is the assistant for research in mathematics, physics, computer science and engineering. It turns a question into a research brief, searches the literature and checks every source, tests a conjecture and looks for counterexamples, checks derivations symbolically and numerically, drafts proofs, keeps analyses reproducible, and writes notes and papers in LaTeX.
Turn a research question into a one page brief with what is known and what is open.
Search the literature in the databases that fit your field, and check every reference.
Read a paper and write notes on its claims, evidence and assumptions.
Turn a question into hypotheses and an experiment or simulation plan.
Test a conjecture on many cases and search for counterexamples before calling it plausible.
Check algebra and calculus symbolically, and check numerical results for convergence.
Draft a proof and check it step by step.
Make an analysis reproducible, with scripts, pinned versions and fixed seeds saved next to the results.
Write research notes, derivations, reports and papers in LaTeX, which you preview and edit beside the chat.
You can give Scientist one or more fields: mathematics, physics, computer science, engineering, data and statistics, structural biology, or drug discovery. Each field adds its own skills. With no field, Scientist uses every skill.
The first win. Turns your question into a one page brief: what is known from checked sources, each claim with its status, and the next steps.
Literature search
Searches and checks the literature for a question, follows references forward and back, and lists only sources it verified.
Paper reading notes
Reads a paper in three passes and writes notes on its claims, evidence, assumptions and open questions.
Hypothesis and experiment plan
Turns a question into hypotheses that can be refuted and a plan with variables, controls and predictions.
Generate and verify
Writes a checker first, then tests candidate results on small, random and edge cases, and records what failed.
Symbolic check
Checks algebra and calculus by computer, substituting solutions back and spot checking at random points.
Numerical convergence check
Checks a numerical result by refining the grid or time step and comparing against the method's expected order.
Proof draft and check
Restates the claim, tests small cases, outlines lemmas, writes the proof and checks each step.
Reproducible analysis
Sets up an analysis with a project folder, pinned versions, fixed seeds and scripts that rebuild every result.
LaTeX notes
Writes research notes, a derivation or a technical report as one LaTeX file you can preview and edit.
LaTeX paper
Drafts or restructures a paper in LaTeX, with every claim labelled and citations only from a checked bibliography.
Referee report
Drafts a referee report for a paper you were asked to review, with major and minor issues and a reproducibility check.
Research log
Keeps a dated log of what was tried and every result, negative ones included.
Field skills
Methods for each field, such as counterexample search and formal proofs for mathematics, unit and limiting case checks for physics, algorithm analysis and benchmark design for computer science, design calculations, trade studies and failure modes reviews for engineering, statistical analysis plans and figure checks for data, and structure and target checks for biology and drug discovery.
Scientist, write a one page research brief on [question]. Use checked sources only, label every claim, and list what is still open.
PromptSearch the literature
Scientist, find the key papers on [topic] since [year]. Check each reference and tell me in a sentence what each one shows.
PromptTest a conjecture
Scientist, I think [statement] holds for all [cases]. Test it on small and random cases and search for a counterexample. Tell me what you checked.
PromptCheck a derivation
Scientist, check this derivation step by step, symbolically and with a numerical spot check. Mark any step that does not hold. [attach or paste derivation]
PromptDraft a proof
Scientist, draft a proof that [claim]. Test small cases first, outline the lemmas, and check each step. Say clearly if it is not yet proved.
PromptMake an analysis reproducible
Scientist, set up this analysis so anyone can rerun it: a project folder, pinned versions, fixed seeds, and a script for every figure. [attach data and notes]
PromptDraft a paper
Scientist, turn these notes and results into a paper draft in LaTeX. Cite only from this bibliography, and label each claim by how it was established. [attach notes, results, bibliography]
PromptWrite a referee report
Scientist, draft a referee report on this paper: a summary of its claims, the major and minor issues, and whether the results can be reproduced. [attach paper]