Academic Writing

Draft and revise NeurIPS, ICML, ICLR and ACL papers as compiling LaTeX

Search 18 scholarly APIs for papers, preprints, citations and open access text

Draft and revise journal articles, theses and sections from real project results

Review a manuscript like a referee, separating blocking issues from observations

Manage Zotero items, collections and tags through the pyzotero Web API

Reproduce a paper result with frozen criteria, captured seeds and a verdict

Write competitive NSF, NIH and DOE grant proposals with agency formatting

Score scholarly work on rigor, methods, evidence, writing and publication readiness

Trace each claim in a draft to its source and flag unsupported statements

Search your local Zotero library through its local HTTP API on request

Match your notes against an expert's work and find gaps with exact quotes

Cross-check conflicting historical accounts and rate the reliability of each source

Clarify paper type, topic, methodology and chapter structure before writing

Set up Python or conda environments for research data visualization work

Write introductions and related work where every claim is backed by a reference

Plan experiments, result tables and evaluation protocols before final data

Format research papers in LaTeX using school or journal templates

Search, organize and synthesize academic sources into a literature review

Coordinate multi-section paper drafting and revisions with quality checks

Review papers before submission with checklists, bias checks and templates

Draft academic papers and theses with chapter writing, reviews and LaTeX

Start research writing tasks with a workflow that routes to the right skill

Verify references and chapter completion before claiming research work is done

Write thesis or paper chapters one at a time, confirming each with you

Revise academic manuscripts, including Chinese journal papers, into natural prose

Write humanities and social science papers with discipline-specific guidance

Write law papers with legal writing conventions, citations and argument structure

Plan follow-up ablations, robustness checks and failure analyses after main runs

Attach, reproduce, verify and compare baseline results before building on them

Make and record explicit go, stop or branch decisions backed by evidence

Run a concrete implementation pass or main experiment tied to a chosen idea

Consolidate final claims, limitations and recommendations before archiving a study

Generate and rank hypotheses and candidate research directions against a baseline

Audit and rank existing baselines, results and drafts before choosing the next step

Draft Nature-ready data availability statements, repository plans and FAIR metadata

Run algorithm-first research loops with candidate briefs and an optimization frontier

Build and validate a research paper outline with scoped claims and an evaluation plan

Map reviewer feedback into experiments and manuscript edits for a rebuttal

Audit a draft paper skeptically before finalizing, rebuttal or revision

Frame problems, scout literature and find baselines before deeper research work

Draft or refine a research paper or report from evidence without inventing support

Search arXiv for papers and download abstracts and PDFs

Browse bioRxiv and medRxiv preprints by date, category and keyword

Search Europe PMC and download open-access full texts and citations

Search OpenAlex for papers, authors, citations and open-access PDFs

Apply shared routing, evidence and handoff rules to CCF research paper work

Design CCF paper experiments with datasets, baselines, metrics and ablations

Turn rough CCF research ideas into sharper problems, mechanisms and evidence plans

Score research ideas for value, novelty, insight and mechanism before committing