Enhance book notes with Blinkist-style summaries. Use when asked to "enhance notes", "improve book notes", "add key insights", "expand notes", or "make notes better". Adds Core Message, Key Insights, Notable Quotes, and Who Should Read sections via parallel web research.
Search and navigate knowledge base using README.md indexes, pattern matching, and directory tree analysis. Use when user searches for files, topics, mentions "where is", "find", "search for", or asks content location queries.
Analyze the knowledge graph for insights. Use when asked to "analyze connections", "graph report", "show hubs", "find orphans", or "knowledge map".
Searching internet for technical documentation using llms.txt standard, GitHub repositories via Repomix, and parallel exploration. Use when user needs: (1) Latest documentation for libraries/frameworks, (2) Documentation in llms.txt format, (3) GitHub repository analysis, (4) Documentation without direct llms.txt support, (5) Multiple documentation sources in parallel
Look up library and framework documentation. Use when the user asks about API docs, library usage, framework features, or mentions specific libraries/packages by name.
Quick factual Q&A with citations. Use for simple lookups and single facts.
Add Wikipedia reference links to concepts that don't have one. Searches for relevant Wikipedia articles and adds them to the references array.
Search the web for content matching a query with AI-powered semantic search. Use for finding relevant web pages, research papers, news articles, code repositories, or any web content by meaning rather than just keywords.
Searches the aem.live documentation for information on features of the platform. Use this skill when you need more information about a feature, want guidance on how to implement a feature, and using existing tools you have to search the web isn't turning up relevant results.
Use Exa for semantic/neural web search. Exa understands context and returns high-quality results. Use this skill when you need to search the web for documentation, research, or any information that requires understanding meaning rather than just keyword matching. NEVER substitute web_search for Exa - they serve completely different purposes.
Search technical documentation using executable scripts to detect query type, fetch from llms.txt sources (context7.com), and analyze results. Use when user needs: (1) Topic-specific documentation (features/components/concepts), (2) Library/framework documentation, (3) GitHub repository analysis, (4) Documentation discovery with automated agent distribution strategy | Dùng khi tìm tài liệu, hướng dẫn, docs, documentation, api docs, tham khảo.
Research and analyze information from web, docs, and memory. Use when user needs data collection, fact verification, literature review, competitive analysis. Returns structured findings with citations.
Production hybrid search with PGVector 0.7+ and BM25 using Reciprocal Rank Fusion, metadata filtering, and HNSW indexing for semantic retrieval
Raw web search results (URLs, snippets). Use when you need a list of sources, not a synthesized answer.
Analyze arXiv research papers and explain them in accessible terms. Use when the user mentions arXiv, research paper, academic paper, scientific paper, preprint, or provides an arxiv.org URL.
Generate comprehensive "Shownotes" summaries from longform articles, papers, transcripts, videos, or audio content. Use when users request shownotes, episode summaries, content summaries with takeaways, or when they reference the mdynotes.com format. Creates structured summaries with metadata, hooks, takeaways, quotes, and references.
Expert system for reviewing utility patent applications against USPTO MPEP guidelines.
Systematic peer review and self-evaluation toolkit. Evaluate methodology, statistics, experimental design, reproducibility, ethics, and reporting standards. Use during the REVIEW phase to assess manuscript quality before submission, or when reviewing others' work.
IP data research tools for patents, trademarks, and applications. Use when: - Looking up patents by number (US, EP, WO, JP, etc.) - Searching patent databases by keyword, assignee, inventor, or classification - Getting patent family, citation, or legal status information - Checking USPTO application status, file wrapper, or PTAB proceedings - Downloading bulk USPTO data products - Finding patent assignments or ownership history
Evaluate threat reports, breach analyses, and IOC reports to search for compromise indicators across LimaCharlie organizations. Extract IOCs (hashes, domains, IPs, file paths), perform IOC searches, identify malicious behaviors, generate LCQL queries, create D&R rules and lookups. Use when investigating threats, APT reports, malware analysis, breach postmortems, or threat intelligence feeds. Emphasizes working ONLY with data from the report and organization, never making assumptions.
Searches the NIST NVD database for CVE vulnerabilities using API 2.0. Returns CVE details, CVSS scores, affected software, and references. Use when user asks about "CVE", "vulnerability database", "NIST", "NVD", "security advisory", "CVE-2024", "CVE-2023", "脆弱性", "セキュリティアドバイザリ", or wants to find known vulnerabilities for specific software.
Guide Socratic discovery of research questions and analytical approaches for text corpus analysis
Deep competitive research and monitoring using OSINT techniques and automated tracking
Conduct thorough peer reviews of academic and technical documents
