alterlab-databases
claudeConnectors to scientific databases (PubMed, ChEMBL, UniProt, GEO, and more) (38 skills)
38 skills · 1 MCP server
Search, discovery, Zotero, qualitative methods, ethics, and open science (14 skills)
Plugin alterlab-research-tools from marketplace alterlab-academic-skills in AlterLab-IEU/AlterLab-Academic-Skills. Commands read from the repo's manifest — 6 days ago.
alterlab-bgpt-searchSearch scientific papers and retrieve structured experimental evidence from their full text — methods, results, sample sizes, effect sizes, risk-of-bias / quality assessment, limitations and conclusions, 25+ fields per paper, each value traced to the section it came from. Keyless by default — finds
alterlab-citation-graphFree ResearchRabbit / Connected Papers analog — builds a citation and co-citation graph around one or more seed papers from open citation data (the OpenCitations index and Semantic Scholar, with titles from Crossref), with no API key, account or subscription. Walks both directions of the citation ne
alterlab-mixed-methodsMixed methods research design and integration strategies for combining qualitative and quantitative approaches. Use when planning convergent, explanatory sequential, exploratory sequential, embedded, transformative, or multiphase designs; when integrating diverse data sources through merging, connec
alterlab-open-scienceGuidance for open science practices — preregistration (OSF Registries, AsPredicted, PROSPERO, ClinicalTrials.gov), open data and FAIR principles, repository choice (Zenodo, Dryad, Figshare), open access routes (Green/Gold/Diamond), Creative Commons licensing, reproducible computational workflows (Do
alterlab-parallel-webSearch the web, run multi-source deep research, and extract what a known URL actually says, saving every result with its sources to sources/. Keyless by default — Claude's WebSearch and WebFetch run the same search / research / extract workflow; Parallel Web Systems (Chat API `base`/`core` research
alterlab-pdf-extractFree Elicit-columns analog — ingest N PDFs (or any MarkItDown-supported document) and build a per-paper evidence table with user-defined columns, one row per paper and one column per attribute/question you want pulled from every source. Use when extracting structured data across many papers into a c
alterlab-perplexityRun Perplexity-style grounded searches (answers where every claim cites a current source) for current information and recent literature. Keyless by default: Claude's WebSearch and WebFetch plus keyless scholarly APIs (Europe PMC, Crossref, arXiv) find and open the sources; Perplexity Sonar models (s
alterlab-pyzoteroWork with your Zotero reference library from code — search and read items, collections and tags, export BibTeX / CSL-JSON / RIS, find duplicates and missing DOIs, and create, update or delete items, collections, tags and attachments with the pyzotero client. Keyless by default — the running Zotero 7
alterlab-qualitative-methodsComprehensive qualitative research methods assistant supporting thematic analysis (Braun & Clarke), grounded theory (Strauss & Corbin; Charmaz), interpretative phenomenological analysis (IPA), content analysis, narrative inquiry, ethnography, case study methodology (Yin), coding techniques (open/axi
alterlab-research-ethicsInternational research ethics and compliance assistant supporting IRB/ethics board applications, informed consent drafting, data management plans, Belmont Report principles, Declaration of Helsinki (2024), GDPR compliance for research, HIPAA considerations, vulnerable populations protocols, deceptio
alterlab-research-lookupLook up current research and scholarly papers by auto-routing each query to the best backend and saving every result with citations to sources/. Keyless by default — paper searches go to the built-in scholarly backend (Crossref, Europe PMC, arXiv and Semantic Scholar index records with real DOIs, ve
alterlab-scientific-brainstormCreative research ideation and exploration for open-ended brainstorming, surfacing interdisciplinary connections, challenging assumptions, and identifying research gaps. Use when starting early-stage research planning with no specific observations yet — for open-ended brainstorming sessions, explori
alterlab-scientific-thinkingEvaluate scientific claims and evidence quality using evidence grading frameworks (GRADE, Cochrane risk-of-bias tools such as RoB 2 and ROBINS-I), assessing experimental design validity and identifying biases, confounders, statistical pitfalls, and logical fallacies. Use when judging evidence qualit
alterlab-survey-designComprehensive survey and instrument design assistant supporting questionnaire construction, Likert scale design, question types (open/closed/matrix), response bias mitigation, sampling strategies (probability/non-probability), pilot testing, instrument validation (Cronbach's alpha, factor analysis),
Connectors to scientific databases (PubMed, ChEMBL, UniProt, GEO, and more) (38 skills)
38 skills · 1 MCP server
Genomics, proteomics, and single-cell analysis (Scanpy, BioPython, pysam, ESM) (38 skills)
38 skills
Machine learning and statistics (scikit-learn, PyTorch, transformers, SHAP) (22 skills)
22 skills
Quantum computing, geospatial, materials, astronomy, and digital humanities (18 skills)
18 skills
Stage-gated social-science methods spine — orchestrator + 5 validity gates (design/identifying-assumption, measurement, sampling/power, reflexivity, inference) and 11 analysis modules (causal inference, complex-survey analysis, SEM/psychometrics, multilevel models, QCA, SNA, ABM, text-as-data, qualitative analysis, meta-analysis, missing data) (17 skills)
17 skills
Scientific writing, citations, grants, posters, and academic career (14 skills)
14 skills
Long-horizon goal planning, deep research orchestration, and adaptive replanning using GOAP
5 skills · 1 command · 4 agents
Research any topic across Reddit, X, YouTube, TikTok, Instagram, Hacker News, Polymarket, GitHub, and 5+ more sources. AI agent scores by upvotes, likes, and real money - not editors.
1 skill
53 marketing skills for technical marketers and founders: CRO, copywriting, cold email, prospecting, SEO, AI SEO, paid ads, SMS, ad creative, video production, image generation, co-marketing, churn prevention, pricing, referrals, revenue operations, sales enablement, customer research, site architecture, comprehensive AARRR-structured marketing plans, public relations and earned media, offer design, event marketing and webinars, and more
53 skills
5 skills + 35 modes + Material Passport pipeline. Includes v3.6.7 cross-model audit gate and v3.6.8 generator-evaluator contract.
5 skills · 16 commands · 4 agents · hooks
Official Bigdata.com plugin providing financial research, analytics, and intelligence tools powered by Bigdata MCP.
24 skills · 1 MCP server
Comprehensive startup business analysis with market sizing (TAM/SAM/SOM), financial modeling, team planning, and strategic research for early-stage companies
5 skills · 3 commands · 1 agent
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