Web Research

social-graph-ranker is the weighted graph-ranking layer for warm intro discovery, bridge scoring, and network gap analysis across X and LinkedIn. Use the social-graph-ranker skill when you need a reusable ranking engine for Lead Research, not a full outbound or network-maintenance workflow.

research-ops is an evidence-first workflow for current-state research in ECC. Use it to find fresh facts, compare options, enrich people or companies, and produce recommendations grounded in public evidence plus any local context. It works as a routing layer for web research, citations, and repeatable decision support.

The market-research skill helps you produce source-backed, decision-grade research on markets, competitors, funds, and technology trends. Use it for market sizing, Competitive Analysis, investor due diligence, and thesis testing. It emphasizes recent evidence, clear takeaways, and separate fact, inference, and recommendation.

exa-search is an Exa MCP skill for current web-backed research, code examples, company intel, people lookup, and fast source discovery. Use it when freshness and evidence matter, and when you need a practical exa-search guide for live search, tool-based answers, and web research workflows.

The deep-research skill turns broad questions into sourced web research with firecrawl and exa MCP tools. Use it to compare sources, synthesize findings, and produce cited reports for competitive analysis, technology evaluation, due diligence, and other decisions that need evidence.

fact-checker is a prompt-driven skill for structured claim verification, source evaluation, and clear verdicts with confidence and context. Install it from Shubhamsaboo/awesome-llm-apps to fact check statements, rumors, statistics, and misleading claims with a repeatable workflow.

deep-research is a lightweight agent skill for structured web research. It helps clarify scope, gather multiple sources, evaluate credibility, and synthesize cited findings from a single SKILL.md workflow.

pyzotero is a Python client for Zotero Web API v3. This pyzotero skill helps you install, use, and automate library workflows: read, create, update, delete, search, manage collections and tags, handle attachments, and export citations. It is a strong pyzotero guide for Academic Research and reproducible reference management.

paper-lookup is a research retrieval skill for Academic Research, helping you find scholarly papers, preprints, citations, DOI/PMID matches, abstracts, full text, and open access copies across 10 academic databases. Use it for paper-lookup usage when you need the right source first, not a generic web search. The paper-lookup guide points to PubMed, PMC, Crossref, OpenAlex, Semantic Scholar, CORE, arXiv, bioRxiv, medRxiv, and Unpaywall.

diffdock is a docking skill for predicting protein-ligand binding poses from PDB structures or protein sequences plus ligands in SMILES, SDF, or MOL2. Use the diffdock skill for structure-based drug design, virtual screening, and confidence-scored pose analysis. It is not for binding affinity prediction.

defuddle extracts clean markdown from web pages with the Defuddle CLI, removing clutter for research, docs, and articles. Use it for standard HTML pages, install with npm, and skip URLs ending in .md.

notion-research-documentation helps search Notion, fetch relevant pages, and turn them into cited briefs, comparisons, summaries, or reports. Use this notion-research-documentation skill for knowledge base writing, internal documentation, competitor tracking, and decision memos when your sources live in Notion.

competitor-analysis helps you map a market, identify 5 direct competitors, and compare positioning, pricing, features, strengths, weaknesses, and differentiation opportunities. Use it for competitive research, a competitive brief, launch prep, or competitor-analysis for Competitive Analysis when you need decision-ready insights.

huggingface-papers helps you read Hugging Face paper pages in markdown and extract structured metadata from the papers API, including authors, linked models, datasets, Spaces, GitHub repos, and project pages. Use it for Hugging Face paper URLs, arXiv URLs or IDs, and Academic Research workflows that need paper-page evidence.

aihot is a web-research skill for current AI news, daily picks, model launches, and trend summaries from aihot.virxact.com. Use the aihot skill when you need fresh AI updates in Chinese or English, including today’s headlines, recent releases, and concise briefing-style summaries without relying on stale training data.

hv-analysis is a horizontal-vertical research skill for turning a product, company, concept, technology, or person into a structured analysis report. Use the hv-analysis skill for deep research, competitive comparison, and report-ready output, especially when you need hv-analysis for Data Analysis or a polished PDF workflow.

seo-drift is a GitHub skill for tracking SEO-critical page elements over time, comparing baselines, and catching regressions after deploys, CMS edits, or template changes. Use the seo-drift skill for SEO Content, technical on-page checks, and practical seo-drift usage when you need a clear answer to whether anything broke.

seo-dataforseo connects Claude to live SEO data through the DataForSEO MCP server for SERP checks, keyword research, backlinks, on-page analysis, competitor research, business listings, and AI visibility tracking. It is best for data-backed workflows when you need real search evidence, clear install guidance, and practical seo-dataforseo usage.

seo-content is a practical content quality and E-E-A-T analysis skill for judging credibility, usefulness, and AI citation readiness. Use the seo-content skill for SEO Content audits, thin-content checks, trust-signal reviews, and page-type coverage across drafts or live URLs.

seo-backlinks is a backlink profile analysis skill for referring domains, anchor text distribution, toxic link detection, and competitor gap analysis. It supports free sources like Common Crawl plus optional Moz, Bing Webmaster, and DataForSEO, making it useful for SEO Content and link-building decisions.

seo-audit runs a full website SEO audit with parallel subagent delegation, crawling up to 500 pages and detecting business type. It covers technical, content, schema, performance, visual, local, and geo signals, then returns a health score and prioritized fixes for site-wide review and SEO Content analysis.

company-research helps you build an executive-ready company brief from public sources, including leadership quotes, product strategy, transformation themes, and org context. Use it for interviews, competitive analysis, partnerships, and market-entry research.

multi-search-engine is a web research skill with 17 search engines, advanced operators, time filters, privacy-focused options, and WolframAlpha queries. It helps agents build and run better search URLs without API keys.

web-access is a skill for live web work, combining search, page fetch, raw HTML inspection, and Chrome CDP browser automation for dynamic, login-gated, and interactive sites.