Research skills for AI agents
Skills for finding, comparing and summarizing sources, papers and market information. Every skill is scanned and costs one credit.
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Top rated in Research
A Stock Analysis
生成中文A股深度策略研报（HTML/PDF格式）。 当用户提到任何A股代码（6位数字）、股票名称、想分析某只股票、或要求生成研报/策略报告时，立即使用此技能。 适用场景：个股深度分析、ST股风险研判、热点题材追踪、戴帽摘帽分析、行业龙头估值分析、困境反转研判。 输出：专业排版研报，包含封面、核心观点、价格结构、数据透视、情景模拟、风险提示、总结七大章节。 注意：只要用户说「帮我分析 XXXXXX」「出一份XX的报告」「看看这只票」，就应使用本技能。
Academic Deep Research
Transparent, rigorous research with full methodology — not a black-box API wrapper. Conducts exhaustive investigation through mandated 2-cycle research per theme, APA 7th citations, evidence hierarchy, and 3 user checkpoints. Self-contained using native OpenClaw tools (web_search, web_fetch, sessions_spawn). Use for literature reviews, competitive intelligence, or any research requiring academic rigor and reproducibility.
Academic Research
Search academic papers and conduct literature reviews using OpenAlex API (free, no key needed). Use when the user needs to find scholarly papers by topic/author/DOI, explore citation chains, get structured paper metadata (title, authors, abstract, citations, DOI, open access URL), fetch full text of open access papers, or conduct automated literature reviews with theme identification and synthesis. Triggers on requests involving academic search, paper lookup, citation analysis, literature review, research synthesis, or scholarly reference gathering.
Academic Research Hub
Use this skill when users need to search academic papers, download research documents, extract citations, or gather scholarly information. Triggers include: requests to "find papers on", "search research about", "download academic articles", "get citations for", or any request involving academic databases like arXiv, PubMed, Semantic Scholar, or Google Scholar. Also use for literature reviews, bibliography generation, and research discovery. Requires OpenClawCLI installation from clawhub.ai.
Adaptyv
Cloud laboratory platform for automated protein testing and validation. Use when designing proteins and needing experimental validation including binding assays, expression testing, thermostability measurements, enzyme activity assays, or protein sequence optimization. Also use for submitting experiments via API, tracking experiment status, downloading results, optimizing protein sequences for better expression using computational tools (NetSolP, SoluProt, SolubleMPNN, ESM), or managing protein design workflows with wet-lab validation.
Agentic Paper Digest
Fetches and summarizes recent arXiv and Hugging Face papers with Agentic Paper Digest. Use when the user wants a paper digest, a JSON feed of recent papers, or to run the arXiv/HF pipeline.
AI Daily Digest
Fetches RSS feeds from 90 top Hacker News blogs (curated by Karpathy), uses AI to score and filter articles, and generates a daily digest in Markdown with Chinese-translated titles, category grouping, trend highlights, and visual statistics (Mermaid charts + tag cloud). Use when user mentions 'daily digest', 'RSS digest', 'blog digest', 'AI blogs', 'tech news summary', or asks to run /digest command. Trigger command: /digest.
AI News Collector
AI 新闻聚合与热度排序工具。当用户询问 AI 领域最新动态时触发，如："今天有什么 AI 新闻？""总结一下这周的 AI 动态""最近有什么火的 AI 产品？""AI 圈最近在讨论什么？"。覆盖：新产品发布、研究论文、行业动态、融资新闻、开源项目更新、社区病毒传播现象、AI 工具/Agent 热门项目。输出中文摘要列表，按热度排序，附带原文链接。
AI News Zh
中文AI科技日报自动采集与推送。从The Verge、Wired、TechCrunch等英文源抓取最新AI资讯，自动翻译整理为中文，按分类推送到飞书/Telegram/Discord等渠道。适合关注AI行业动态的中文用户。
Airweave Search
Context retrieval layer for AI agents across users' applications. Search and retrieve context from Airweave collections. Airweave indexes and syncs data from user applications to enable optimal context retrieval by AI agents. Supports semantic, keyword, and agentic search. Use when users ask about their data in connected apps (Slack, GitHub, Notion, Jira, Confluence, Google Drive, Salesforce, Linear, SharePoint, Stripe, etc.), need to find documents or information from their workspace, want answers based on their company data, or need you to check app data for context to complete a task.
AlphaFold Database
Access AlphaFold 200M+ AI-predicted protein structures. Retrieve structures by UniProt ID, download PDB/mmCIF files, analyze confidence metrics (pLDDT, PAE), for drug discovery and structural biology.
Answer Overflow Skill
Search indexed Discord community discussions via Answer Overflow. Find solutions to coding problems, library issues, and community Q&A that only exist in Discord conversations.
Anysearch
Real-time search engine supporting web search, vertical domain search, parallel batch search, and URL content extraction.
Arboreto
Infer gene regulatory networks (GRNs) from gene expression data using scalable algorithms (GRNBoost2, GENIE3). Use when analyzing transcriptomics data (bulk RNA-seq, single-cell RNA-seq) to identify transcription factor-target gene relationships and regulatory interactions. Supports distributed computation for large-scale datasets.
Argos Product Research Skill
Search, compare, and research products from Argos.co.uk with natural language queries
ArXiv Paper Processor
Tool-only paper processing skill with a manual language parameter: supports batch artifact download for many papers or single-paper download, then the model manually reads source/PDF and writes summary.md in the selected language. Use when per-paper comprehension should be model-driven instead of script-generated.
ArXiv Search Collector
Model-driven arXiv retrieval workflow for building a paper set with a manual language parameter: initialize a run, fetch metadata for each model-designed query, let the model filter irrelevant items per query by keep indexes, then merge and dedupe into per-paper metadata directories. Use when query planning and relevance filtering should be done by the model, not rule-based heuristics.
Astropy
Comprehensive Python library for astronomy and astrophysics. This skill should be used when working with astronomical data including celestial coordinates, physical units, FITS files, cosmological calculations, time systems, tables, world coordinate systems (WCS), and astronomical data analysis. Use when tasks involve coordinate transformations, unit conversions, FITS file manipulation, cosmological distance calculations, time scale conversions, or astronomical data processing.
Aubrai Longevity Research
Answer questions about longevity, aging, lifespan extension, and anti-aging research using Aubrai's research engine with cited sources.
Autoresearch: Autonomous Experiment Protocol for AI Agents
Autonomous experiment loop for AI agents. Use when the user wants to run systematic experiments — optimizing hyperparameters, searching for better configurations, ablation studies, or any task where an agent should iteratively try changes, measure results, and keep or discard based on a metric. Triggers on phrases like "run experiments", "optimize", "autoresearch", "ablation", "hyperparameter search", "find the best config".
Baidu Baike
The Baidu Baike Component is a knowledge service tool designed to query authoritative encyclopedia explanations for various nouns. Its core function is given a specific "noun" (object, person, location, concept, event, etc.) provided by the user, it returns a standardized, detailed entry explanation sourced from Baidu Baike.
Baidu Search
Search the web using Baidu AI Search Engine (BDSE). Use for live information, documentation, or research topics.
Baidu Search
Search the web using Baidu AI Search Engine (BDSE). Use for live information, documentation, or research topics.
Baidu Web Search
Use Baidu Qianfan web search API for real-time web retrieval. Use when the user needs to search the web, get latest news, verify facts, or expresses intent like "查一下","搜一下","最近","今天","今年", or asks about events/people/products that require looking up.
BBC News
Fetch and display BBC News stories from various sections and regions via RSS feeds. Use when the user asks for BBC news, UK news headlines, world news from BBC, or news from specific BBC sections (technology, business, politics, science, health, entertainment, regional UK news, or world regions).
Biopython: Computational Molecular Biology in Python
Comprehensive molecular biology toolkit. Use for sequence manipulation, file parsing (FASTA/GenBank/PDB), phylogenetics, and programmatic NCBI/PubMed access (Bio.Entrez). Best for batch processing, custom bioinformatics pipelines, BLAST automation. For quick lookups use gget; for multi-service integration use bioservices.
bioRxiv Database
Efficient database search tool for bioRxiv preprint server. Use this skill when searching for life sciences preprints by keywords, authors, date ranges, or categories, retrieving paper metadata, downloading PDFs, or conducting literature reviews.
BioServices
Unified Python interface to 40+ bioinformatics services. Use when querying multiple databases (UniProt, KEGG, ChEMBL, Reactome) in a single workflow with consistent API. Best for cross-database analysis, ID mapping across services. For quick single-database lookups use gget; for sequence/file manipulation use biopython.
Bitcoin Daily
Daily digest of the Bitcoin Development mailing list and Bitcoin Core commits. Use when asked about recent bitcoin-dev discussions, mailing list activity, Bitcoin Core code changes, or to set up daily summaries. Fetches threads from groups.google.com/g/bitcoindev and commits from github.com/bitcoin/bitcoin.
BMKG Monitor
Monitoring earthquake, weather, and tsunami data in Indonesia using BMKG official data. Use when the user asks about earthquakes, weather forecasts, weather warnings, felt tremors, tsunami potential, or seismic events in Indonesia.
Bocha Search
博查搜索 API 插件，从全网搜索网页信息，结果准确、摘要完整，适合 AI 使用。
Bocha Search Skill for OpenClaw
Search the web using Bocha AI Search API (博查AI搜索) - a Chinese search engine optimized for Chinese content. Requires BOCHA_API_KEY. Supports web pages, images, and news with high-quality summaries.
Bocha Web Search
博查 Web 搜索工具，使用 Bocha Web Search API。适用于在线查询、事实核查、获取时效性信息以及提供带引用的回答。(Default web search tool using Bocha Web Search API. Use for online lookup, verification, time-sensitive information, and citation-based answers.)
Brave API Search
Real-time web search, autosuggest, and AI-powered answers using the official Brave Search API. Use for searching documentation, facts, current events, or any web content. Supports AI grounded answers with citations and query autosuggest. Requires BRAVE_SEARCH_API_KEY and BRAVE_ANSWERS_API_KEY.
Brave Search
Web search and content extraction via Brave Search API. Use for searching documentation, facts, or any web content. Lightweight, no browser required.
Brave Web Search
Searches the web and returns ranked results or AI-generated summarized answers using the Brave Search API. Use for real-time web lookups and factual Q&A.
BRENDA Database
Access BRENDA enzyme database via SOAP API. Retrieve kinetic parameters (Km, kcat), reaction equations, organism data, and substrate-specific enzyme information for biochemical research and metabolic pathway analysis.
Bright Data - Web Scraping & Search
Web scraping and search via Bright Data API. Requires BRIGHTDATA_API_KEY and BRIGHTDATA_UNLOCKER_ZONE. Use for scraping any webpage as markdown (bypassing bot detection/CAPTCHA) or searching Google with structured results.
CCTV News Fetcher
Fetch and parse news highlights from CCTV News Broadcast (Xinwen Lianbo) for a given date.
CZ CELLxGENE Census
Query the CELLxGENE Census (61M+ cells) programmatically. Use when you need expression data across tissues, diseases, or cell types from the largest curated single-cell atlas. Best for population-scale queries, reference atlas comparisons. For analyzing your own data use scanpy or scvi-tools.
ChEMBL Database
Query ChEMBL bioactive molecules and drug discovery data. Search compounds by structure/properties, retrieve bioactivity data (IC50, Ki), find inhibitors, perform SAR studies, for medicinal chemistry.
Citation Management
Comprehensive citation management for academic research. Search Google Scholar and PubMed for papers, extract accurate metadata, validate citations, and generate properly formatted BibTeX entries. This skill should be used when you need to find papers, verify citation information, convert DOIs to BibTeX, or ensure reference accuracy in scientific writing.
Claim Verifier
Verify external factual claims in draft content before publishing or sending. Produces a structured claim verification report with evidence links.
Clinical Decision Support Documents
Generate professional clinical decision support (CDS) documents for pharmaceutical and clinical research settings, including patient cohort analyses (biomarker-stratified with outcomes) and treatment recommendation reports (evidence-based guidelines with decision algorithms). Supports GRADE evidence grading, statistical analysis (hazard ratios, survival curves, waterfall plots), biomarker integration, and regulatory compliance. Outputs publication-ready LaTeX/PDF format optimized for drug development, clinical research, and evidence synthesis.
ClinicalTrials.gov Database
Query ClinicalTrials.gov via API v2. Search trials by condition, drug, location, status, or phase. Retrieve trial details by NCT ID, export data, for clinical research and patient matching.
ClinPGx Database
Access ClinPGx pharmacogenomics data (successor to PharmGKB). Query gene-drug interactions, CPIC guidelines, allele functions, for precision medicine and genotype-guided dosing decisions.
COBRApy - Constraint-Based Reconstruction and Analysis
Constraint-based metabolic modeling (COBRA). FBA, FVA, gene knockouts, flux sampling, SBML models, for systems biology and metabolic engineering analysis.
Code Patent Validator
Turn your code scan findings into search queries — research existing implementations before consulting an attorney. NOT legal advice.