Use this skill when evaluating research projects, POCs, experiments, or prototypes for production readiness. Provides the "What Did We Prove?" framework, production readiness checklist, and gap analysis matrix for systematic research evaluation.
Transforms medical analysis reports into stunning, personalized, data-driven Health Realms using intelligent visualization.
Force honest confidence assessment. Express confidence as percentage, explain gaps, validate assumptions before presenting conclusions.
Data Scientist Agent. ML 모델 개발, 실험, 분석을 담당합니다.
Evaluates investment risks, performs Monte Carlo simulations, and generates risk reports. Use when analyzing portfolio risk, stress testing, or regulatory compliance.
Transform raw research into polished newsletter articles for Edmund Bogen's luxury real estate audience. Use when Edmund provides research, data, or topics and needs a complete newsletter article created. Follows Edmund's distinctive dual-perspective voice (Douglas Elliman realtor + St. Andrews Country Club resident) with data-driven analysis that cuts through media narratives.
Identify which standards are covered vs. missing, analyze depth of coverage for each standard, prioritize uncovered standards, and recommend content to fill gaps. Use when auditing curriculum coverage. Activates on "gap analysis", "standards gaps", or "coverage audit".
Conduct enterprise-grade research with multi-source synthesis, citation tracking, and verification. Use when user needs comprehensive analysis requiring 10+ sources, verified claims, or comparison of approaches. Triggers include "deep research", "comprehensive analysis", "research report", "compare X vs Y", or "analyze trends". Do NOT use for simple lookups, debugging, or questions answerable with 1-2 searches.
Reviews educational quality and learning effectiveness of textbook content.
Rapid due-diligence analyst for cold emails and inbound pitches. Auto-activates for "review this cold email", "due diligence on this pitch", "is this legit?", or "analyze this email". Checks credibility (domain, BBB, funding), gauges strategic fit, weighs ROI, flags red flags, delivers verdict (Engage/Ignore/Park) with reply template in Sid's voice.
Conducts autonomous multi-source research producing analyst-level reports. Runs independently to find, analyze, and synthesize information. Use for competitive analysis, market research, or comprehensive topic investigation.
Analyzes relationships and connections between body systems, identifying root causes and hidden patterns in medical data.
Research documentation and evidence synthesis framework for MYCURE healthcare products using HIGH/MEDIUM/LOW confidence grading, triangulation methodology, and rigorous citation standards. Auto-activates for research documentation, evidence grading, healthcare systems analysis, user research synthesis, market analysis, competitive research. Includes Philippine healthcare context (LGU health systems, FHISIS, PhilHealth).
Autonomous Freedom to Operate analysis agent. Identifies blocking patents, assesses infringement risk, and recommends mitigation strategies for product commercialization.
Batch news analyzer for /news page. Processes multiple news articles simultaneously, extracting sentiment, keywords, themes, and ticker mentions. Generates aggregated market intelligence including trending topics and ticker buzz scores.
Statistical analysis and data exploration workflows for effective data-driven insights. Use when analyzing datasets, performing exploratory data analysis (EDA), statistical hypothesis testing, data visualization planning, finding patterns and insights, or preparing analysis reports. Triggers include "analyze data", "data analysis", "statistics", "EDA", "exploratory analysis", "data patterns", or when working with datasets requiring statistical insights.
Amazon Bedrock Automated Reasoning for mathematical verification of AI responses against formal policy rules with up to 99% accuracy. Use when validating healthcare protocols, financial compliance, legal regulations, insurance policies, or any domain requiring deterministic verification of AI-generated content.
Identify and eliminate bias, stereotypes, and non-inclusive language; ensure cultural responsiveness and equity throughout curriculum materials. Use when checking for bias, reviewing inclusivity, or ensuring equitable content. Activates on "check for bias", "review inclusivity", "cultural responsiveness", or "equity check".
Verify constructive alignment between objectives, activities, and assessments; validate instructional design quality and learning science principles. Use when reviewing curriculum quality, checking alignment, or validating pedagogical soundness. Activates on "review alignment", "check pedagogy", "validate curriculum", or "quality review".
Central Goal-Oriented Action Planning orchestrator that plans and executes clinical analysis pipelines
Extracts structured, chart-ready JSON data from medical analysis for visualization, including diagnoses, timeline, prognosis, and supplement schedules.
Coordinates complete comparison of 2 products with parallel subagents and result aggregation. Use when user asks to 'compare X vs Y', 'compare two products', 'research products for comparison', mentions comparing items for purchase decision, or requests product analysis. Handles product validation, cache checking, parallel data collection (specs, reviews, pricing), and comprehensive report generation.
Produces comprehensive, well-sourced research reports through iterative refinement using Time-Tested Diffusion methodology. Triggers on "deep research", "thorough analysis", "comprehensive report", "investigate", "due diligence", or when multiple sources are needed to answer complex questions.
