GitHub
query-decomposition
Query decomposition for multi-concept retrieval. Use when handling complex queries spanning multiple topics, implementing multi-hop retrieval, or improving coverage for compound questions.
☆ 98View skill
blockchain academic AI Skills
Discover blockchain academic skills, compare source repositories and read the instructions for each workflow.
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GitHub
kata-researching-phases
Use this skill when researching how to implement a phase standalone, investigating implementation approaches before planning, or re-researching after planning is complete. Triggers include "research phase", "in...
☆ 97View skill
GitHub
mcp-local-rag
Provides score interpretation (< 0.3 good, > 0.5 skip), query optimization, and source naming for query_documents, ingest_file, ingest_data tools. Use this skill when working with RAG, searching documents, inge...
☆ 96View skill
GitHub
updating-knowledge
Systematic research methodology for building comprehensive, current knowledge on any topic. Requires web_search tool. Use when questions require thorough investigation, recent developments post-cutoff, synthesi...
☆ 95View skill
GitHub
reviewing-ai-papers
Analyze AI/ML technical content (papers, articles, blog posts) and extract actionable insights filtered through enterprise AI engineering lens. Use when user provides URL/document for AI/ML content analysis, as...
☆ 95View skill
GitHub
extracting-keywords
Extract keywords from documents using YAKE algorithm with support for 34 languages (Arabic to Chinese). Use when users request keyword extraction, key terms, topic identification, content summarization, or docu...
☆ 95View skill
GitHub
extract-wisdom
Extract wisdom, insights, and actionable takeaways from text sources. Use when asked to analyse, summarise, or extract key learnings from blog posts, articles, markdown files, or other text content.
☆ 95View skill
GitHub
critical-thinking-logical-reasoning
Critical thinking and logical reasoning analysis skills for when you are explicitly asked to critically analyse written content such as articles, blogs, transcripts and reports (not code).
☆ 95View skill
GitHub
geo-optimizer
生成式引擎优化专家，分析和优化内容在 AI 搜索引擎（ChatGPT、Claude、Perplexity、Google SGE）中的可见性和引用率。
☆ 95View skill
GitHub
content-research-writer
Research topics thoroughly and write comprehensive, well-structured content including articles, documentation, blog posts, and technical writing with proper citations and sources. Use when writing blog posts, c...
☆ 95View skill
GitHub
competitive-research
Research competitors, analyze market positioning, identify differentiators, and understand competitive landscape to inform product strategy and positioning. Use when researching competitors, analyzing features,...
☆ 95View skill
GitHub
recall
Semantic search for memory. Use to find solutions, patterns, or context from Chroma Cloud.
☆ 91View skill
GitHub
youtube-research-video-topic
Conduct pure research for YouTube video topics by analyzing competitors, identifying content gaps, and documenting strategic insights. Use when you need to research a video topic before planning. Produces conci...
☆ 91View skill
GitHub
hypothesis-library
Curated repository of experiment hypotheses, assumptions, and historical learnings.
☆ 90View skill
GitHub
topic-research
在写作前验证选题是否值得写。当用户说"帮我调研这个选题""这个话题值得写吗""分析一下这个选题"时调用。提供热点扫描、爆款拆解、痛点验证和选题打分，确保不写"自嗨式"文章。
☆ 90View skill
GitHub
pre-publish-review
在文章发布前进行最终评审。当主编审稿完成后、文章准备发布时调用。通过"发布前5问"评审清单，从读者视角验证文章是否值得发布，给出通过/不通过的结论和具体修改建议。
☆ 90View skill
GitHub
researching-on-the-internet
Use when planning features and need current API docs, library patterns, or external knowledge; when testing hypotheses about technology choices or claims; when verifying assumptions before design decisions - ga...
☆ 89View skill
GitHub
ln-001-standards-researcher
Research standards/patterns via MCP Ref. Generates Standards Research for Story Technical Notes subsection. Reusable worker.
☆ 89View skill
GitHub
ln-002-best-practices-researcher
Research best practices via MCP Ref/Context7/WebSearch and create documentation (guide/manual/ADR/research). Single research, multiple output types.
☆ 89View skill
GitHub
matrix-deep-research
This skill should be used when the user asks to "research a topic", "deep research", "investigate thoroughly", "multi-source research", "comprehensive analysis", or needs to conduct research across web, documen...
☆ 87View skill
GitHub
topic-reviewer
选题审核工具。检查选题是否符合发布标准，给出通过/不通过判断及修改建议。当用户说"审核选题"、"这个选题行不行"、"帮我看看这个能不能写"时触发。
☆ 87View skill
GitHub
deep-research
Execute autonomous multi-step research using Google Gemini Deep Research Agent. Use for: market analysis, competitive landscaping, literature reviews, technical research, due diligence. Takes 2-10 minutes but p...
☆ 82View skill
GitHub
researching-external-sources
Use when researching documentation, papers, or articles for insights. Triggers on "research external", "find sources", "literature review", "what do the docs say".
☆ 82View skill
GitHub
doc-scraper
Scrape documentation websites into organized reference files. Use when converting docs sites to searchable references or building Claude skills.
☆ 79View skill
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