Use for local hybrid search across markdown notes, documentation, and knowledge bases. Ideal for finding related content, retrieving documents from indexed collections, or searching personal notes.
Write content that sounds human, not AI-generated. Creates engaging posts, reviews existing content for authenticity, and provides hooks that capture attention. Perfect for LinkedIn, blogs, and thought leadership content.
Answer Engine Optimization (AEO) strategy for driving traffic from AI assistants like ChatGPT, Perplexity, and Claude. Analyzes referral patterns, identifies optimization opportunities, and implements content architecture that AI systems recommend. Use when auditing AI referral traffic or designing AI-recommendable content.
Prevent feature creep when building software, apps, and AI-powered products. Use this skill when planning features, reviewing scope, building MVPs, managing backlogs, or when a user says "just one more feature." Helps developers and AI agents stay focused, ship faster, and avoid bloated products.
Create polished research manuscripts with professional formatting and scholarly precision. Guides the full writing process from outline to submission-ready document.
Develop competitive research funding proposals for major agencies including NSF, NIH, DOE, and foundations. Guides persuasive proposal writing that demonstrates scientific rigor, innovation, and impact.
Develop testable scientific hypotheses through systematic observation analysis, literature grounding, and rigorous experimental design. Guides the journey from observation to testable prediction.
Conduct thorough, methodical literature reviews adhering to scholarly standards. This skill guides systematic research synthesis across academic databases including PubMed, arXiv, bioRxiv, and Semantic Scholar.