research-web
Standard web research workflow and source evaluation (SIFT, lateral reading, CRAAP), search strategy, triangulation, and citations. Use when asked to research topics, gather sources, or validate claims.
আপনার এজেন্টের জন্য উপযুক্ত সক্ষমতা খুঁজে নিন।
Standard web research workflow and source evaluation (SIFT, lateral reading, CRAAP), search strategy, triangulation, and citations. Use when asked to research topics, gather sources, or validate claims.
Use the grok_search tool to search X/web/news via xAI Grok Live Search (paid) and return an answer plus citations.
Comprehensive cardiology editorial writing system for thought leadership newsletters. Use when the user wants to: (1) Identify and score recent landmark trials from top cardiology journals (NEJM, JAMA, Lancet, JACC, EHJ, etc.), (2) Write evidence-based editorials in Eric Topol's style from Ground Truth, (3) Create 500-word commentaries on clinical trials with PubMed citations, (4) Analyze trial importance using hybrid rules + LLM scoring, (5) Write editorials from full papers OR abstract-only scenarios, (6) Build thought leadership content for cardiologists, or (7) Synthesize recent cardiology advances for peers and referring physicians.
Fetches and displays the latest articles, top stories, and other content from Hacker News. Use when the user asks about Hacker News, wants to see trending tech news, or requests the latest stories from HN.
Systematically appraise randomized controlled trials using integrated 120-point checklist (CONSORT 2025, Cochrane RoB 2.0, GRADE, TIDieR, Benefits/Harms Assessment, COI Framework) with dual-validation methodology, automated evidence extraction, and comprehensive risk-benefit evaluation. Use when conducting peer review, evaluating RCT quality for systematic reviews, guideline development, assessing intervention benefits and harms, identifying biases, or evaluating conflicts of interest for editorial writing and critical appraisal.
Use when "literature review", "research synthesis", "systematic review", "academic search", or asking about "find papers", "cite sources", "research gaps", "meta-analysis", "bibliography"
Domain-specific literature search for neurosurgery systematic reviews
Cross-referencing in R Markdown documents using bookdown. Use when creating Rmd files that need references to figures, tables, equations, or sections. Triggers on requests for academic reports, technical documents, or any R Markdown with numbered cross-references.
Build PRISMA 2020-compliant systematic literature review systems with RAG-powered analysis in VS Code. Use when researcher needs automated paper retrieval (Semantic Scholar, OpenAlex, arXiv), AI-assisted PRISMA screening (50% or 90% threshold), vector database creation (ChromaDB), or research conversation interface. Supports knowledge_repository (comprehensive, 15K+ papers, teaching/exploration) and systematic_review (publication-quality, 50-300 papers, meta-analysis) modes. Conversation-first workflow with 7 stages.
Validate PubMed search field tags against official NCBI documentation before implementing them. Use when adding new field tags to the query builder, debugging search queries, or verifying existing field tag implementations. Prevents invalid tags like [organism] and ensures compliance with NCBI PubMed standards.
Interactive guide for tuning and optimizing the unmangleJS Readability Scoring System(readability.ts) and Semantic Scoring System (semantic.ts). Use when Golden Set validation fails, when scoring heuristics need adjustment, or when improving obfuscation detection accuracy. Emphasizes experiment-driven development: run tests, analyze data, draw conclusions - never guess blindly.
Curated daily news briefing across global, local, tech, science, business, and culture. Prioritizes today's news, adapts to user location and interests. Use when user asks for news, daily briefing, what's happening, or current events.
Conduct comprehensive academic research using OpenAlex, PDF extraction, paper search MCPs, and web search. Always produces comprehensive reports with 5+ evidence cards covering conflicting ideas and best approaches. Integrates academic papers (high weight) and non-academic sources (blogs, docs - lower weight but valuable for SOTA). Use when: (1) Researching software architecture patterns, (2) Finding academic papers on technical topics, (3) Conducting literature reviews, (4) Analyzing research papers for evidence-based decisions, (5) Building evidence cards from papers, (6) Finding related works and citations, or (7) When you need grounded, paper-backed technical recommendations. Triggers: research, find papers, literature review, evidence-based, academic research, compare approaches, what does research say, find studies on, search for papers about.
[22] UNDERSTAND. Deep research from all sources — internal (code, git, logs) AND external (web, docs, best practices). Use when choosing libraries, investigating solutions, understanding legal/technical questions, comparing approaches, or anytime you need comprehensive knowledge from both project context and world knowledge. Triggers on "research", "investigate", "find best approach", "what do others do", "compare options", or complex questions requiring multiple sources.
Detect potential hallucinations by tracing claims back to source materials and validating whether fetched information was actually used to support conclusions. Trigger with /hallucination-check
Retrieve and summarize current international and Singapore news stories with headlines, brief context, and source links in a professional executive format. Use when you need a quick daily news briefing with verified sources.
고고학 발굴조사보고서 고찰 자동 작성 파이프라인. "고찰 작성해줘" 한 번의 명령으로 완료된 보고서+논문+주변유적 보고서를 분석하여 문화재청 표준양식 고찰을 생성. 폴더1(주보고서), 폴더2(논문), 폴더3(비교유적)을 자동 분석. Use for automated archaeological excavation report discussion writing pipeline: analyzes main report + papers + comparison sites to generate discussion following Korean Cultural Heritage Administration standards. One command processes all folders.
Comprehensive arXiv paper search and retrieval tool with keyword search, category filtering, date range filtering, and daily paper fetching capabilities. Use for "搜索arXiv论文", "获取最新论文", "arXiv文献调研", "生成论文报告", "查找cs.AI相关论文".
Autonomous prior art search and analysis agent. Searches multiple databases, analyzes references, creates claim charts, and assesses patentability impact.