Official · AWSFreeSummary Find AWS resources for startups, including Activate eligibility and credits, partner offers, sample architectures, and educational articles. Uses bundled AWS reference material to answer questions and point readers to source pages covering technical and business topics.
- Checking AWS Activate application requirements and credit terms
- Finding sample architectures for an AWS application
- Finding articles on cost optimization or fundraising
aws/agent-toolkit-for-aws☆ 3KUpdated Oct 23, 2026
Explore a topic by dividing it into three to five subtopics, explaining factual findings, and bringing them together in a structured summary that highlights uncertainty, open questions, and useful directions for further research.
- Get an overview of an unfamiliar topic
- Organize findings by key subtopic
- Identify uncertainties and disputed points
open-gitagent/opengap☆ 3KUpdated Jul 3, 2026
Find academic papers through Google Scholar using the Serper API. Narrow searches by publication year and review authors, citation counts, excerpts, and links to identify relevant research and sources for specific claims.
- Finding peer-reviewed research on a topic
- Locating foundational papers and their citation counts
- Searching for systematic reviews and meta-analyses
open-gitagent/opengap☆ 3KUpdated Jul 3, 2026
Search the web with Tavily API to find recent news, statistics, articles, and other current information. Review result quality, extract relevant facts, and retain source URLs to support citations and checks across multiple sources.
- Find recent news and articles
- Look up current statistics and factual data
- Check claims against multiple web sources
open-gitagent/opengap☆ 3KUpdated Jul 3, 2026
Search an indexed document collection by meaning to find relevant passages in internal reports, PDFs, and technical documents. Results include ranked text excerpts with filenames and page numbers so you can trace information to its source.
- Searching internal documents and reports
- Finding relevant passages in PDFs and technical documents
- Retrieving specialist knowledge unavailable on the public web
open-gitagent/opengap☆ 3KUpdated Jul 3, 2026
Draft the research foundation and working conditions sections of an NSFC proposal. The skill connects verifiable achievements and available resources to research tasks, adds practical risk responses, and produces two LaTeX drafts or files.
- Draft a research foundation from verifiable achievements
- Match available resources to research tasks
- Plan responses to technical, schedule, and resource risks
huangwb8/ChineseResearchLaTeX☆ 3KUpdated Oct 18, 2026
Simulate expert review of an NSFC research grant proposal to identify weaknesses, rank issues by urgency, and plan revisions. The report separates shared concerns from individual views and assesses prospects at the written and panel review stages.
- Assessing a proposal before submission
- Prioritizing revisions across expert perspectives
- Reviewing compromises caused by funding limits
huangwb8/ChineseResearchLaTeX☆ 3KUpdated Oct 18, 2026
Check whether citations in an existing LaTeX literature review support the surrounding claims. Receive a detailed report, minimal sentence edits for confirmed critical errors, and warnings where the available evidence does not justify a correction.
- Checking whether cited papers support review claims
- Correcting confirmed citation errors with minimal edits
- Recording uncertain citations for further review
huangwb8/ChineseResearchLaTeX☆ 3KUpdated Oct 18, 2026
Find suitable journals for a manuscript and receive a ranked Markdown report with reasons for each recommendation. The skill filters an included journal catalog, then checks journal scope, quality, and recent PubMed papers against the manuscript.
- Find submission journals from a manuscript or abstract
- Compare journals using recent papers on similar topics
- Shortlist journals by impact factor and research fit
huangwb8/ChineseResearchLaTeX☆ 3KUpdated Oct 18, 2026
Build a traceable collection of candidate papers from a research topic and search queries. The skill standardizes bibliographic fields, merges duplicates, and records sources and search attempts, producing structured files for later review or evidence work.
- Collect candidate papers for a research topic
- Prepare a deduplicated literature collection with search records
- Add missing abstracts to selected papers
huangwb8/ChineseResearchLaTeX☆ 3KUpdated Oct 18, 2026
Draft connected research content, innovation statements, and a three-year plan for an NSFC proposal. The skill links objectives to measurable checks, comparison methods, and data sources, producing three LaTeX drafts or files with consistent milestones.
- Draft research content with clear validation methods
- Extract innovation statements from concrete research tasks
- Turn research tasks into a three-year milestone plan
huangwb8/ChineseResearchLaTeX☆ 3KUpdated Oct 18, 2026
Develop research questions and testable hypotheses from project materials and published evidence. Compare related work, examine novelty and counterevidence, and receive a Markdown report that assesses scientific value, confidence in the evidence, and resource needs separately.
- Developing research questions from experimental findings
- Checking a hypothesis against closely related studies
- Comparing the value and resource needs of research directions
huangwb8/ChineseResearchLaTeX☆ 3KUpdated Oct 18, 2026
Review citations in NSFC research grant applications written in LaTeX. Check reference keys, bibliographic fields, and possible mismatches between claims and cited sources, then produce a traceable review report without changing the manuscript by default.
- Checking for missing citation keys before submission
- Finding incomplete references and malformed DOIs
- Reviewing whether citations support the surrounding claims
huangwb8/ChineseResearchLaTeX☆ 3KUpdated Oct 18, 2026
Develop a literature review from multiple searches, relevance assessments, and evidence selection, then validate citations and export PDF and Word files. A separate novelty check identifies closely related studies, contradictory evidence, and unresolved questions.
- Prepare a literature review on a research topic
- Organize related work for a paper
- Check a research idea against closely related studies
huangwb8/ChineseResearchLaTeX☆ 3KUpdated Oct 18, 2026
Draft, restructure, or polish the section explaining why a research grant project is needed. Connect existing research gaps to scientific questions and hypotheses, preserve citations and LaTeX structure, and receive proposed text with separate review notes.
- Drafting the rationale for a research grant proposal
- Connecting research gaps to questions and hypotheses
- Polishing prose while preserving LaTeX structure
huangwb8/ChineseResearchLaTeX☆ 3KUpdated Oct 18, 2026
Turn a research question into a practical experimental or data analysis plan by reviewing published methods. Compare approaches, tools, and quality checks, then receive a step-by-step strategy with supporting references.
- Planning an experimental design
- Building a data analysis workflow
- Comparing statistical methods
huangwb8/ChineseResearchLaTeX☆ 3KUpdated Oct 18, 2026
Check an NSFC research grant proposal for readability, citation accuracy, section balance, and logical gaps. Receive a standardized quality report with evidence for reference checks, prioritized findings, and a practical revision plan, without changing the source files.
- Checking proposal quality before polishing
- Verifying references and possible citation errors
- Reviewing length and balance across sections
huangwb8/ChineseResearchLaTeX☆ 3KUpdated Oct 18, 2026
Turn documents, images, web pages, folders, or a written description into a clear literature review topic. Extract searchable English keywords and specific research questions, then export the results as text, YAML, or JSON for subsequent review work.
- Defining a literature review topic from documents
- Extracting research topics from images or web pages
- Turning a rough idea into searchable keywords
huangwb8/ChineseResearchLaTeX☆ 3KUpdated Oct 18, 2026
Read an NSFC research proposal and compare it with a code recommendation library to suggest five primary and secondary application code pairs. Receive a Markdown report explaining each choice without changing the proposal.
- Choosing application codes for an NSFC proposal
- Comparing five primary and secondary code pairs
- Reviewing code choices against research methods
huangwb8/ChineseResearchLaTeX☆ 3KUpdated Oct 18, 2026
Understand a single research paper through its question, mechanism, evidence, and limitations. The skill produces structured reading notes that distinguish findings from interpretations and support critical review, replication planning, or application to other research.
- Understand a paper's central argument and mechanism
- Assess evidence and alternative explanations
- Review conditions and costs before replication
huangwb8/ChineseResearchLaTeX☆ 3KUpdated Oct 18, 2026
Turn paper figures into a Markdown report explaining what they show, how to read their variables, and why they matter scientifically. It combines visual inspection, nearby plotting code when available, and optional notes from the reader.
- Understand the variables and main message of a paper figure
- Check a figure interpretation against its plotting code
- Prepare reading notes for several research figures
huangwb8/ChineseResearchLaTeX☆ 3KUpdated Oct 18, 2026
Create an NSFC research grant budget justification from proposal materials. Connect expenses to research tasks, explain calculations and necessity, check amount consistency, and deliver an editable LaTeX project together with budget.pdf.
- Draft an NSFC grant budget justification
- Explain expenses in relation to research tasks
- Check budget totals and narrative consistency
huangwb8/ChineseResearchLaTeX☆ 3KUpdated Oct 18, 2026
Research a named academic journal’s submission rules, fees, review timelines, and author experiences. Receive a Markdown report with a submission checklist that separates verified official policies from community feedback and flags uncertain information.
- Check a journal’s submission requirements
- Prepare formatting and submission files
- Review publication fees and review timelines
huangwb8/ChineseResearchLaTeX☆ 3KUpdated Oct 18, 2026
Discover and organize papers on a chosen topic, from foundational work to emerging research and recent discussion. Assess relevance and ideas, track uncertain candidates, and maintain a paper library across repeated searches.
- Finding foundational and emerging papers on a topic
- Selecting papers highlighted by research communities
- Tracking promising papers over time
huangwb8/ChineseResearchLaTeX☆ 3KUpdated Oct 18, 2026