Research

Analyze user research, write PRDs, prioritize features using RICE, draft stakeholder communications, and interpret product metrics. Use when the user mentions user feedback, feature prioritization, product requirements, roadmaps, or metrics analysis.

Answers questions about the cgl-consulting plugin including commands, agents, and methodology. Auto-activates on plugin help requests like "what commands", "how do I use", "where do I start", or "explain the methodology". Provides quick reference or spawns guide agent for complex questions.

Conduct comprehensive news research and generate professional newsletters. Use when user submits topics for news analysis, sentiment tracking, or competitive media coverage research.

Acts as an intellectual sparring partner to critique, challenge, and refine thinking through Socratic questioning and alternative perspectives. Activates automatically when detecting complex decision-making, strategic planning, or multi-consideration problems where critical evaluation adds value. Also activates when user explicitly asks to "challenge my thinking", "critique this idea", "what am I missing", "play devil's advocate", or similar requests for critical analysis. Includes synthesis mode to integrate feedback into refined positions.

APC Mini MK2 color palette reference with velocity values and custom RGB via SysEx. Use when user asks about "color", "velocity value", "RGB", "palette", "brightness", "LED color", or needs to set specific colors on the APC Mini MK2.

Use when extracting structured data from medical research PDFs, parsing study characteristics, patient demographics, outcomes, and results. Invoke for systematic review data collection from papers.

World-class prompt powerhouse that generates production-ready mega-prompts for any role, industry, and task through intelligent 7-question flow, 69 comprehensive presets across 15 professional domains (technical, business, creative, legal, finance, HR, design, customer, executive, manufacturing, R&D, regulatory, specialized-technical, research, creative-media), multiple output formats (XML/Claude/ChatGPT/Gemini), quality validation gates, and contextual best practices from OpenAI/Anthropic/Google. Supports both core and advanced modes with testing scenarios and prompt variations.

Comprehensive research combining web search and AI synthesis. Use for deep research on topics, comparing technologies, investigating libraries, and finding GitHub issues related to problems.

Locate scripts, references, and assets bundled with skills. Use when a skill mentions bundled resources (scripts/, references/, assets/ subdirectories) but you cannot immediately find them. Teaches standard skill directory structure and symlink navigation.

Develop IRB/ethics protocols for human subjects research. Use when: (1) Planning studies involving humans, (2) Preparing IRB applications, (3) Ensuring ethical compliance, (4) Addressing informed consent.

Generate images for Quarto presentations using Gemini image generation (nano-banana).Creates title backgrounds, concept visuals, and section dividers optimized foracademic presentations with DHEPLab branding.

Chrome's built-in Prompt API implementation guide. Use Gemini Nano locally in browser for AI features - session management, multimodal input, structured output, streaming, Chrome Extensions. Reference for all Prompt API development.

Use when writing Vague (.vague) files - a declarative language for generating realistic test data with superposition, constraints, and cross-references

Designs digital experiences for ADHD brains using neuroscience research and UX principles. Expert in reducing cognitive load, time blindness solutions, dopamine-driven engagement, and compassionate design patterns. Activate on 'ADHD design', 'cognitive load', 'accessibility', 'neurodivergent UX', 'time blindness', 'dopamine-driven', 'executive function'. NOT for general accessibility (WCAG only), neurotypical UX design, or simple UI styling without ADHD context.

[DEPRECATED] Persistence logic has been merged into comp-scout-scrape. This skill remains for reference only.

A/Bテストと実験の設計・追跡を支援します。仮説検証、統計分析、メトリクス定義を提供します。データドリブンな意思決定、実験的機能の検証が必要な場合に使用してください。

Filter and classify AI research content for relevance, topic, and author category. Use for bulk triage of raw content before detailed claim extraction.

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).

Extract structured claims, predictions, hints, and opinions from AI research content. Use when processing tweets, blog posts, substacks, or other content from AI researchers to identify substantive assertions about AI capabilities, limitations, and progress.

Expert photography composition critic grounded in graduate-level visual aesthetics education, computational aesthetics research (AVA, NIMA, LAION-Aesthetics, VisualQuality-R1), and professional image analysis with custom tooling. Use for image quality assessment, composition analysis, aesthetic scoring, photo critique. Activate on "photo critique", "composition analysis", "image aesthetics", "NIMA", "AVA dataset", "visual quality". NOT for photo editing/retouching (use native-app-designer), generating images (use Stability AI directly), or basic image processing (use clip-aware-embeddings).