리서치·학습 스킬

Look up ENCODE biosamples and search experiments through its REST API, an interface for requesting data. Produces concise summaries of records and their descriptive metadata, with an option to save the full response.

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• Look up a biosample by accession
• Search for RNA-seq experiments
• Review concise summaries of metadata

Search EFO, a structured vocabulary, look up individual terms, and retrieve their immediate children or broader descendants through OLS4. Get concise summaries for term identification and hierarchy exploration, with full responses saved when needed.

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• Find EFO terms related to a search word
• Look up details for a specific EFO term
• Explore immediate children and broader descendants

Retrieve concise Genebass summaries linking a selected gene's variant group to traits across a broad association scan. Specify one Ensembl gene ID, choose a variant group, and control result counts, with optional JSON output.

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• Review trait associations for a single gene
• Request associations for a chosen variant group
• Expand the number of associations returned

Retrieve public eQTL Catalogue association data, linking genes and genetic variants, along with study metadata. Filter requests to specific identifiers and receive concise Markdown summaries or raw JSON when machine-readable output is requested.

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• Look up association data for a specific gene
• Filter association results by a genetic variant
• Check study metadata in the public catalogue

Retrieve concise metadata for preprints, papers shared before formal publication, from bioRxiv and medRxiv. Look up records by date range or DOI, check links to published papers, and save full responses when needed.

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• Review preprint metadata for a specified date range
• Look up a preprint by DOI
• Check a preprint's link to a published paper

Look up species information and archived genetic variants in the European Variation Archive. Uses focused API requests to return concise Markdown summaries, with raw JSON available when structured data is needed for further processing.

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• Check which species are listed in EVA
• Look up an archived variant by its identifier
• Inspect variants within a small genomic region

Query the ChEMBL API for molecules, biological targets, activity records, and mechanisms of action. Search by text or look up an identifier, then receive concise summaries or JSON output when machine-readable results are needed.

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• Look up a molecule or target by its ChEMBL identifier
• Retrieve activity records for a molecule
• Review mechanisms of action

Predict the structure and binding of one defined protein, RNA, DNA, or ligand complex with Boltz. The workflow covers cost confirmation, job submission, result downloads, and summaries of structure and binding metrics.

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• Predicting the structure of a defined molecular complex
• Docking one ligand to a protein
• Assessing protein–protein binding

Understand how Airtable organizes data into bases, tables, fields, and records. Learn how views, automations, and interfaces relate to that structure, giving you context for discussing data organization and workflows with an agent.

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• Learning Airtable's basic data structure
• Understanding views and interfaces
• Reviewing how automations work

Screen supplied proteins, peptides, antibodies, or nanobodies against a target with Boltz. Prepares inputs, obtains a cost estimate for approval, downloads results, and ranks candidates by binding confidence, a score for predicted binding reliability.

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• Rank existing protein binders against a target
• Compare antibody or nanobody candidates
• Screen candidates using target sequences alone

Organize complex research by splitting a topic into focused questions, assigning research agents, and checking important claims. Findings become a structured report with source links, conflicting evidence, and clearly stated uncertainties.

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• Reviewing research literature
• Researching industries and competitors
• Comparing technologies for selection

Search configured Yuxi knowledge bases to answer questions using internal or uploaded documents. Open source text, locate relevant passages, inspect mind maps, and identify supporting files so answers can be traced back to their evidence.

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• Answering questions from internal documents
• Locating passages that support a claim
• Exploring knowledge base structure with mind maps

Research an unfamiliar topic or turn a collection of sources into structured notes, a reference article, or a publish-ready draft. The workflow connects sections to evidence, makes conflicting claims visible, and guides revision before publication.

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• Research an unfamiliar field using primary sources
• Compile supplied materials into a coherent article
• Build reference notes without drafting an article

Retrieve content from URLs and PDFs, then summarize, quote, convert, or save it as readable Markdown. When built-in search falls short, use DeepSeek as an optional search fallback, with explicit handling of extraction failures.

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• Summarizing a linked article or PDF
• Extracting passages with source citations
• Converting and saving web content as Markdown

Find and compare information in connected Notion pages and databases. The skill checks relevant sources, produces concise answers with available page links, and distinguishes current evidence from outdated notes, conflicting information, and inferences.

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• Find project information in Notion
• Compare notes across multiple pages
• Get concise answers with source links

Search the private research library in Acme Research and summarize relevant material. Include each returned document's title and source URL so readers can identify the sources and check the material behind the summary.

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• Searching a private research library by topic
• Summarizing research material
• Reviewing findings with document titles and source links

Find the right official documentation before answering technical questions. It identifies the library and version, retrieves focused references and examples, and explains relevant APIs while separating documented behavior from inference.

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• Checking API usage for an installed library version
• Finding official guidance before upgrading
• Separating documented behavior from assumptions

Turn AI-assisted coding work into optional, short learning exercises. Predict behavior, compare your approach with the implementation, or explain code in your own words, with feedback that helps clarify how the code works and why design choices were made.

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• Understanding a newly created module
• Reviewing the reasoning behind a design decision
• Checking understanding after a database schema change

Investigate a specific crypto token through price history, trading volume, holders, fund flows, trades, and profit or loss data. Use Nansen commands to examine spot activity and perpetual futures, contracts without an expiry date, with optional CSV exports.

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• Reviewing token prices and trading volume
• Examining holders and fund flows by wallet group
• Checking decentralized exchange trades and profit or loss

Search Nansen for tokens, people, or organizations by name to find matching records and full token addresses. Narrow results by blockchain, limit the number of matches, and choose which fields appear in the output.

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• Find a full token address from its name
• Find a person or organization by name
• Filter token searches by blockchain

Browse Polymarket prediction markets with the Nansen CLI. Find active events and markets by trading volume, search by keyword, inspect prices and liquidity, or review closed markets and categories to understand where trading activity is concentrated.

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• Finding events and markets with high 24-hour trading volume
• Searching for markets on a specific topic
• Reviewing closed or resolved markets

Research crypto markets using live token data, decentralized finance metrics, wallet holdings, project profiles, and Twitter/X posts. Heurist Mesh agents provide focused lookups and deeper analysis for questions about market trends, projects, and blockchain activity.

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• Checking trending tokens and market news
• Comparing decentralized finance protocol metrics
• Reviewing wallet token and NFT holdings

Search the web and specialized subject areas, run multiple searches in parallel, and extract page text from URLs. Use the bundled command-line tools to gather current information, check claims, and read beyond search snippets.

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• Researching current news and documentation
• Checking claims against multiple sources
• Searching specialized finance or academic sources

Guide role-specific work in LoopX auto-research, from defining research conditions and proposing hypotheses to experiments, evaluation, and adoption or retirement decisions. Keep evidence, failed attempts, task handoffs, and stopping conditions tied to each worker’s assigned role.

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• Define research objectives, metrics, and editable scope
• Record hypotheses and unsuccessful research directions
• Run a selected experiment and capture evidence