research-patterns
Research methodology and best practices for finding existing patterns
Discover tools academic skills, compare source repositories and read the instructions for each workflow.
Research methodology and best practices for finding existing patterns
Scan the knowledge base for structural issues like broken links, orphan notes, missing indexes, and optionally AI-powered content staleness detection.
Comprehensive verification of project documentation for completeness, accuracy, consistency, and quality. Use this skill when you need to verify documentation alignment with code, check for missing or outdated...
使用 arXiv 进行论文检索与获取:按关键词搜索、按 arXiv ID 获取摘要、下载论文 PDF。适用于做文献调研时快速定位论文、提取摘要、批量下载。
Computational text analysis for sociology research using R or Python. Guides you through topic models, sentiment analysis, classification, and embeddings with systematic validation. Supports both traditional (L...
This skill should be used when conducting comprehensive research on any topic using the OpenAI Deep Research API. It automates prompt enhancement through interactive clarifying questions, saves research paramet...
This skill should be used when the user requests to research topics using FireCrawl, enrich notes with web sources, search and scrape information, or write scientific/academic papers. It extracts research topic...
This skill analyzes meeting transcripts to extract decisions, action items, opinions, questions, and terminology using Cerebras AI (llama-3.3-70b). Use this skill when the user asks to analyze a transcript, ext...
Library documentation via Context7. Use for API references, code examples, framework docs.
Web research via Perplexity AI. Use for technical comparisons (X vs Y), best practices, industry standards, documentation. Triggers on "research", "compare", "vs", "best practice", "which is better", "pros and...
Text editing assistant with specialized modes for typos, grammar, flow, headings, citations, and more. Use when editing, proofreading, or improving written content including documentation and markdown files.
Create or revise RFCs and ADRs using Lawbot-Hub templates and strong in-repo examples. Use when drafting, reviewing, or tightening RFC/ADR documents, or when assessing RFC/ADR quality.
Scrape websites with a headless browser and extract main readable content as Markdown. Use this skill when the user asks to retrieve, analyze, or summarize content from a URL or website.
Search the web using Kagi. Use for web searches with Quick Answer AI summaries.
Builds repeatable evaluation systems with golden datasets, scoring rubrics, pass/fail thresholds, and regression reports. Use for "LLM evaluation", "testing AI systems", "quality assurance", or "model benchmark...
Deep attachment analysis with extraction, importance classification, and content analysis for emails and threads.
Comprehensive link analysis for static sites. Use when the user wants to analyze links, find broken links, identify orphan pages, detect under-linked or over-linked content, find link sinks, or understand their...
Research web content, documentation, and best practices using the gemini-search agent for token-efficient searches with caching. Use when you need to fetch documentation, research best practices, or gather info...
Best practices and patterns for effective web searching
Guidance for deep knowledge graph traversal across memories, entities, and relationships. Use when needing comprehensive context before planning, investigating connections between concepts, or answering "what d...
Generate evidence-based documentary reports by searching across all 4 memory systems (Claude-Mem, Forgetful, Serena, DeepWiki), .agents/ artifacts, and GitHub issues. Produces investigative journalism-style ana...
This skill enables web searching using Brave Search API directly via curl. Use when searching for current information, news, articles, or web content. MCP server not required - calls API directly.
Explore ideas, validate concepts, and research broadly across technical, business, and market domains. Use when: (1) User has a new idea to explore, (2) Need to research a topic deeply, (3) Validating feasibili...
Deep web research with parallel investigators, multi-wave exploration, and structured synthesis. Spawns multiple web-researcher agents to explore different facets of a topic simultaneously, launches additional...
The default order uses GitHub repository stars from our indexed data. Stars belong to the source repository and may be shared by multiple skills. They indicate repository interest, not skill installs or an independent quality score.