Search and analyze research papers, find related work, summarize key ideas. Use when user says "find papers", "related work", "literature review", "what does this paper say", or needs to understand academic papers.
A research-planning tool that turns a broad research direction into a concrete method plan. It focuses on the problem, current research, and how the method could be implemented.
Coordinate long-running literature review projects across the search, planning, and writing subagents. Use when the user wants the system to decide the next stage, enforce plan approval before drafting, or manage the review workflow over time.
Search published venue papers (IEEE, ACM, Springer, etc.) via Semantic Scholar API. Complements /arxiv (preprints) with citation counts, venue metadata, and TLDR. Use when user says "search semantic scholar", "find IEEE papers", "find journal papers", "venue papers", "citation search", or wants published literature…
A workflow for producing a systematic literature review, a structured summary of research found through a defined search and selection process. It searches multiple sources, removes duplicates, evaluates papers, and drafts the review for export as PDF and Word files.
Use when conducting literature reviews, summarizing papers, comparing methodologies, identifying research gaps, or supporting scholarly writing across disciplines.
Use when writing or revising ML or AI conference papers for venues such as NeurIPS, ICML, ICLR, ACL, AAAI, or COLM, especially when the workflow is conference-first rather than Nature-style journal-first.
Generate and rank research ideas given a broad direction. Use when user says "找idea", "brainstorm ideas", "generate research ideas", "what can we work on", or wants to explore a research area for publishable directions.
A complete research-idea workflow that combines literature research, idea generation, novelty checking, review, and pilot testing. It takes a broad research direction toward ideas that have been checked and tested.
Use when choosing among Nature, Nature Methods, or Nature Biotechnology, or when preparing a Nature Portfolio life-science manuscript for venue fit, article-type framing, and policy-aware pre-submission checks.
Use when deeply analyzing a single paper and producing structured notes on claims, methods, figures, evaluation, strengths, limitations, and related work.
A safety procedure for editing Word documents in the .docx format. It requires a time-stamped copy before changes and considers converting the document to LaTeX, a text-based document format, before editing when appropriate.
Use when starting a new manuscript project or cleaning up an existing paper directory and you need a standard structure, active source files, project memory, and venue defaults before deeper writing begins.
A verification workflow that checks every number, comparison, and scope claim in a paper against the original result files. It uses a reviewer with no prior project context to reduce confirmation bias.
A project-startup workflow for new paper-writing projects. It creates a project-level CLAUDE.md file containing the research topic, submission target, protected terminology, file structure, writing style, and adviser preferences.
Use when acting as a journal or grant reviewer and writing formal reviewer-side evaluations focused on methodology, statistics, reporting standards, reproducibility, and constructive feedback.
A step for turning informal adviser feedback into a precise list of paper-editing instructions.
★not rated 42 3mo agoA130 tokens
LPPL-1.3c
At most 3 mods per repository are shown here, and a mod shipped inside a plugin is left to that plugin's page — the rest are on their repository pages: