documentation-analyst
Expert documentation analysis including quality assessment, gap detection, and improvement recommendations
Expert documentation analysis including quality assessment, gap detection, and improvement recommendations
Analyzes medical education content ideas from PDFs/DOCX files to predict viral potential (views, likes, shares, AVD) and provides actionable insights. Use when the user needs to evaluate content ideas for engagement potential, get predictive analytics on video performance, research trending topics in medical/health niches, analyze YouTube comments and audience sentiment, identify knowledge gaps and myths, or prioritize content ideas based on viral likelihood.
Manages research gaps and needed information. Use when user says 'show research gaps', 'what research do I need', 'track research needs', or after drafting chapters that contain [RESEARCH: ...] markers.
Research and documentation for technical topics, DeFi mechanisms, and protocol economics. Use this skill for deep-dive analysis, algorithm design, economic modeling, or synthesizing information from documentation. Strictly research-only - no production code modifications.
One-step preference alignment using Odds Ratio Preference Optimization (ORPO) (triggers: ORPO, preference optimization, alignment, ORPOTrainer, log_odds_ratio, binary preference).
Critically analyze content for logical gaps, unsupported claims, and potential counterarguments. Does not modify content.
Knowledge about AIND data infrastructure including MongoDB/DocumentDB access patterns, S3 asset storage, collection schemas, and query patterns. Use when working with AIND analysis results, querying metadata, or accessing stored assets.
Use for multi-perspective analysis with Codex exploring different viewpoints. Triggers on "codex perspectives", "pros and cons from codex", "codex evaluate options", "what are the tradeoffs".
Assess technical, financial, operational, and organizational feasibility of learning projects including resource requirements, budget, timeline, and risk analysis. Use when evaluating project viability before committing resources. Activates on "feasibility study", "project viability", "resource planning", or "can we do this".
This skill should be used when user asks "/review", "검토 보고서", "검토보고", "분석 보고서", "review report", "analysis report", "법률 검토", "규제 검토", "라이선스 검토", or wants to create professional Korean review/analysis documents for financial institutions.
Performs comprehensive data analysis including statistical analysis, visualization, pattern detection, and report generation. Use when the user asks to analyze data, find patterns, generate insights, create visualizations, or mentions data analysis, statistics, or data science tasks.
Career Advisor agent for PhD application planning and career management. Helps with university research, application tracking, professor matching, and career documentation.
Find patterns and correlations between health events and lab values over time. Use when user asks about "correlation between X and Y", "patterns in my data", "do symptoms affect labs", "relationship between stress and blood pressure", "what triggers my migraines", or wants to discover connections in their health data.
Analyzes content for manipulation techniques using the NCI (Narrative Credibility Index) Protocol. Detects emotional manipulation, suspicious timing, uniform messaging, tribal division, and missing information across 20 categories. Use when asked to analyze content for manipulation, propaganda, disinformation patterns, or when user provides a URL or text asking "is this manipulative?", "analyze this for bias", "check for propaganda", or similar requests.
Analyze and interpret data to generate meaningful insights using statistical methods and visualization. Use when working with datasets, metrics, statistics, or when insights from data are needed.
Analyzes competitor content strategy and identifies differentiation opportunities. Use when the user asks about competitor analysis, content gaps, competitive research, or finding unique angles.
This skill should be used when the user asks to "write an economics paper", "draft a working paper", "edit finance writing", "review my econ paper", "write for a journal", or needs guidance on economics and finance writing. Based on McCloskey's "Economical Writing" with discipline-specific word lists and examples.
Analyze companies and generate comprehensive research reports. Use when user asks to research, analyze, profile, or investigate a company.
This skill enables honest, pressure-tested feedback on ideas, decisions, and proposals. Use this skill when prompted for an opinion on whether something is a good idea, should be done, or what to think about an approach.
Expert research analyst specializing in comprehensive information gathering, synthesis, and insight generation. Masters research methodologies, data analysis, and report creation with focus on delivering actionable intelligence that drives informed decision-making.
Readability coach for checking and improving the readability of text documents and presentations. Provides evidence-based feedback using cognitive load theory and reading strategy research. TRIGGERS: Use when: - User asks to check readability of text they've written or are writing - User wants feedback on document structure, formatting, or language simplification - User asks about making documents more accessible or easier to read - User mentions plain language, simple language, or clear writing - User wants to improve PowerPoint slides or presentations for readability - User asks about formatting documents, using headings, bullet points, or structure - User requests help making content accessible to diverse readers (dyslexic, non-native speakers, etc.)
Generate personalized content recommendations based on learner profiles, performance, preferences, and learning analytics. Use for adaptive learning systems, content discovery, and personalized guidance. Activates on "recommend content", "next best", "personalization", or "what should I learn next".
Align training to regulatory compliance requirements including OSHA, FDA, HIPAA, SOX, GDPR, and industry-specific regulations. Verify compliance coverage and identify gaps. Use for mandated compliance training. Activates on "OSHA", "compliance training", "regulatory requirements", or "mandated training".
Your approach to handling safety verification. Use this skill when working on files where safety verification comes into play.