调研与学习技能

Find papers from Nature or a specified Cell, Nature, and Science journal group to support manuscript claims. Check abstracts or publisher pages, map sources to individual claims, and export verified reference details for reference managers.

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• Find Nature-family references for manuscript claims
• Map supporting papers to individual paragraphs
• Check whether a paper supports a specific claim

Automate daily literature discovery across multiple academic sources. Score and select relevant papers, read abstracts or full texts, deliver structured digests through messaging platforms, and archive classified notes while removing duplicate records.

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• Receive a daily digest of relevant research papers
• Rank candidate papers against research priorities
• Archive literature notes without duplicate records

Search academic literature across sources, verify references, and convert citation files. Build PubMed queries using MeSH, its subject vocabulary, or audit citations to distinguish independent citations and document who cited a paper and how.

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• Search academic literature across multiple sources
• Verify references extracted from a document
• Build a MeSH-based PubMed search strategy

Turn one scientific paper into a structured, 16-section reading card. Break down its methods, connect claims to experimental evidence, identify limitations, and develop research hypotheses, with source references and clear labels for anything the supplied material cannot support.

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• Break down a paper’s methods and assumptions
• Connect central claims to experimental evidence
• Organize limitations and gaps in supporting evidence

Evaluate scientific manuscripts or excerpts through three independent mock reviewer reports and a combined assessment. Identify strengths, evidence gaps, major concerns, and minor corrections to guide revisions before submission.

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• Reviewing a manuscript before submission
• Assessing an abstract or methods excerpt
• Prioritizing major concerns and minor corrections

Organize experiment photos, audio, and notes into Markdown logs with structured metadata. Assign experiment and sample batch IDs, archive original attachments, and optionally connect records to Feishu group messages or an Obsidian notebook.

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• Turning experiment photos and voice notes into consistent logs
• Tracking the same sample batch across multiple experiments
• Archiving original files with links from experiment logs

Review and improve statistical reporting in manuscript methods, results, and figure captions. It checks sample definitions, repeated measurements, tests, and uncertainty, then provides revised wording and identifies missing information or issues reviewers may raise.

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• Reviewing a manuscript’s statistical methods section
• Checking sample sizes and repeated measurements
• Aligning figure captions with reported statistics

Create Chinese-English reading materials that connect a scientific paper’s text with its figures, tables, and equations. It also handles selected excerpts and source-linked questions, keeping translations and explanations tied to the available original material.

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• Create a Chinese-English reader for a full paper
• Translate a selected passage from a paper
• Read paper text alongside figures, tables, and equations

Draft or review manuscript statements explaining where data and code can be accessed. Organize repository choices, access restrictions, identifiers, and dataset citations, and check metadata that helps others find and reuse the research data.

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• Draft data and code availability statements
• Choose repositories and access routes for research data
• Review dataset citations and metadata

Create, revise, and export scientific figures for manuscripts using Python or R. Check panel alignment and overlapping elements, or prepare editable diagrams and explicitly requested AI-generated graphical abstracts that visually summarize a paper.

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• Create scientific plots for a manuscript
• Review the layout of a multi-panel figure
• Prepare a graphical abstract

Retrieve academic full texts and supporting files through open access, publisher APIs, or authorized institutional access. The skill selects a route for each paper, checks downloaded files, and records sources, formats, and download outcomes.

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• Download papers from a confirmed DOI list
• Find legally available open-access full texts
• Retrieve Chinese papers through institutional CNKI access

Translate selected pages or an entire English research paper into a simplified Chinese PDF made from images. It aims to preserve page layout, figures, and equations while retaining each original page’s dimensions and orientation.

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• Reading an English paper in simplified Chinese
• Translating selected pages of a paper
• Keeping figures and equations alongside translated text

Provide shared writing guidance and journal requirements for other installed Nature skills. This supporting reference package covers manuscript structure, evidence-based claims, and journal-specific formats; it is used through another skill rather than as a standalone workflow.

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• Referencing shared guidance through a Nature writing skill
• Consulting journal-specific submission requirements
• Reviewing manuscript length and repeated claims

Draft, revise, or review research proposals and plans using supporting evidence. The skill organizes claims and evidence before writing, checks feasibility and citations, and provides targeted revisions with quality scores and remaining risks.

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• Drafting a research plan from an initial idea
• Revising a research funding proposal
• Checking claims against supporting evidence

Check academic references against multiple sources to find errors in authors, titles, dates, volume details, pages, and DOIs. Receive a structured report with issue severity, corrected BibTeX content, or instructions for updating matching Zotero records.

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• Check a full reference list before submission
• Investigate citation errors raised during peer review
• Validate references reused from an older project

Draft, review, or revise point-by-point peer review responses, revision cover letters, and marked manuscripts. The skill links claimed changes to manuscript locations, flags missing author input, and checks consistency across response letters and revised submission files.

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• Draft point-by-point responses to reviewer comments
• Review an existing response for omissions and wording
• Prepare a revision cover letter

Get answers about nanobot setup, configuration, and troubleshooting using documentation bundled with the installed version. Find relevant guidance for the WebUI, model providers, integrations, and configuration fields.

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• Get help with initial nanobot setup
• Find settings in the WebUI
• Check model provider configuration

Summarize web articles, YouTube videos, podcasts, and local files with the summarize command-line tool. Extract available text or transcripts from URLs, choose a summary length, and request JSON output for use in other workflows.

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• Get the main points of a web article
• Summarize a YouTube video
• Extract an available video transcript

Collect Reddit posts, comments, user profiles, and communities as structured data using keywords, dates, or URLs. Use it to research brand mentions or retrieve discussions through Apify, without a Reddit API key.

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• Research brand and competitor mentions on Reddit
• Collect recent posts from selected subreddits
• Retrieve a thread's comments

Search indexed YouTube and podcast transcripts for statements by topic or speaker. Read surrounding passages, collect quotes with timestamped source links, and identify transcript-based start and end points for potential clips.

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• Find an exact quote with a timestamped source
• Locate moments about a topic for potential clips
• Research a speaker's statements across indexed shows

Find professionals with relevant experience and request a written or voice answer, or a short call, through Instant Expert. Use it for customer discovery and practical advice, with a free simulated test mode to try the process.

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• Gathering firsthand experience from practitioners
• Interviewing potential customers
• Requesting a short call with a named professional

Research uncertain design choices, algorithms, or API usage through approved web searches or optional ChatGPT consultation. Get concise options with sources, with separate approval required before sending text externally and before implementing a chosen approach.

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• Comparing design and architecture options
• Researching algorithms or API usage
• Requesting ChatGPT feedback on a redacted proposal

Gather market research data from maps, social platforms, and travel sites using Apify Actors, tools for collecting online data. Summarize regional demand, pricing, and consumer insights, with chat results or CSV and JSON exports.

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• Investigating business density and regional demand
• Comparing marketplace prices
• Exploring consumer needs through social posts

Collect product details, prices, stock information, and customer reviews from supported online stores using Apify. Compare competitors, examine recurring quality complaints, discover sellers through Google Shopping, and export results as CSV or JSON.

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• Monitor prices and compare competing products
• Analyze reviews for recurring quality issues
• Find sellers across stores through Google Shopping